103 files

TP = 1316, FP = 979, FN = 1034 / Prec = 0.5734, Recall = 0.5600, F = 0.5666

article-DOI	TP	FP	FN	prec	recall	F
10.1016/j.colsurfa.2005.02.017	15	10	2	0.6000	0.8824	0.7143
10.1002/polb.20593	6	1	0	0.8571	1.0000	0.9231
10.1002/pola.20955	7	4	23	0.6364	0.2333	0.3415
10.1002/pola.20944	8	23	8	0.2581	0.5000	0.3404
10.1163/1568555053603279	12	2	5	0.8571	0.7059	0.7742
10.1002/pola.20953	40	26	17	0.6061	0.7018	0.6504
10.1016/j.memsci.2007.04.029	13	9	7	0.5909	0.6500	0.6190
10.1016/j.apcata.2007.05.017	8	5	0	0.6154	1.0000	0.7619
10.1007/s10853-007-1639-1	8	14	6	0.3636	0.5714	0.4444
10.1016/.jpcs.2006.12.001	10	10	10	0.5000	0.5000	0.5000
10.1002/polb.21187	28	13	6	0.6829	0.8235	0.7467
10.1002/polb.21220	39	6	4	0.8667	0.9070	0.8864
10.1002/polb.21219	6	10	12	0.3750	0.3333	0.3529
Iran.Polym.J._2006_15(7)_569-575	3	4	0	0.4286	1.0000	0.6000
10.1016/j.cplett.2007.05.058	1	3	0	0.2500	1.0000	0.4000
10.1016/j.colsurfb.2006.09.006	11	8	8	0.5789	0.5789	0.5789
10.1007/s10853-006-0629-z	9	10	4	0.4737	0.6923	0.5625
10.1002/jbm.b.30703	0	8	2	0.0000	0.0000	0.0000
10.1039/b700878c	20	18	17	0.5263	0.5405	0.5333
10.1016/j.colsurfa.2006.06.009s	38	37	12	0.5067	0.7600	0.6080
10.1039/b701945a	21	10	28	0.6774	0.4286	0.5250
10.1002/polb.21089	2	9	18	0.1818	0.1000	0.1290
10.1007/s10853-007-1566-1	28	24	27	0.5385	0.5091	0.5234
10.1007/s00396-007-1654-4	6	4	10	0.6000	0.3750	0.4615
10.1007/s10973-006-7891-9	8	7	11	0.5333	0.4211	0.4706
10.1007/s10853-006-0630-6	13	2	21	0.8667	0.3824	0.5306
Iran.Polym.J._2006_15(6)_505-513	5	34	16	0.1282	0.2381	0.1667
10.1002/jbm.a.31099	24	16	17	0.6000	0.5854	0.5926
10.1002/polb.21180	5	13	9	0.2778	0.3571	0.3125
10.1016/j.apsusc.2006.03.004	6	7	5	0.4615	0.5455	0.5000
Iran.J.Chem.Chem.Eng._2006_25_2_11	10	6	25	0.6250	0.2857	0.3922
10.1016/j.jpowsour.2006.09.011	5	4	29	0.5556	0.1471	0.2326
10.1016/j.apsusc.2006.01.084	18	15	6	0.5455	0.7500	0.6316
10.1039/b616816g	8	8	1	0.5000	0.8889	0.6400
10.1016/j.apsusc.2006.01.068	20	3	13	0.8696	0.6061	0.7143
10.1007/s10853-006-1411-y	4	7	2	0.3636	0.6667	0.4706
10.1007/s10904-006-9056-5	7	7	14	0.5000	0.3333	0.4000
10.1163/156855406777408502	12	8	11	0.6000	0.5217	0.5581
10.1007/s10853-006-0230-5	6	5	12	0.5455	0.3333	0.4138
10.1063/1.2728898	14	7	3	0.6667	0.8235	0.7368
10.1007/s00396-006-1630-4	12	2	4	0.8571	0.7500	0.8000
10.1016/j.compscitech.2005.12.013	2	7	8	0.2222	0.2000	0.2105
Iran.Polym.J._2006_15(5)_433-439	8	4	4	0.6667	0.6667	0.6667
10.1063/1.2718867	3	5	10	0.3750	0.2308	0.2857
10.1016/j.jpcs.2006.05.003	1	3	3	0.2500	0.2500	0.2500
10.1002/pola.21949	32	24	10	0.5714	0.7619	0.6531
10.1002/polb.21103	20	7	8	0.7407	0.7143	0.7273
10.1016/j.memsci.2007.04.013	3	14	10	0.1765	0.2308	0.2000
10.1007/s10973-006-7596-0	8	13	4	0.3810	0.6667	0.4848
10.1002/pola.21943	45	5	5	0.9000	0.9000	0.9000
10.1021/la070179s	14	8	5	0.6364	0.7368	0.6829
10.1002/pola.21926	35	23	16	0.6034	0.6863	0.6422
10.1002/adfm.200600336	8	5	8	0.6154	0.5000	0.5517
10.1002/polb.21115	10	5	7	0.6667	0.5882	0.6250
10.1002/polb.21074	20	19	9	0.5128	0.6897	0.5882
J.Optelect.Adv.Mater._2006_8(3)_1317-1321	6	8	6	0.4286	0.5000	0.4615
10.1021/la062794m	5	0	0	1.0000	1.0000	1.0000
10.1063/1.2538787	3	0	2	1.0000	0.6000	0.7500
10.1016/j.electacta.2007.01.088	21	17	15	0.5526	0.5833	0.5676
10.1007/s10965-007-9102-1	11	15	13	0.4231	0.4583	0.4400
10.1002/jbm.a.31133	17	6	33	0.7391	0.3400	0.4658
10.1016/j.compscitech.2006.07.034	28	25	25	0.5283	0.5283	0.5283
10.4067/S0717-97072006000300009	8	13	19	0.3810	0.2963	0.3333
10.1021/jp070710s	12	7	3	0.6316	0.8000	0.7059
10.1007/BF02704145	10	7	23	0.5882	0.3030	0.4000
10.1063/1.2653978	8	9	3	0.4706	0.7273	0.5714
10.1021/jp070387t	11	3	1	0.7857	0.9167	0.8462
10.1177/0021998305057368	18	7	32	0.7200	0.3600	0.4800
10.1007/s10973-006-7745-5	4	3	8	0.5714	0.3333	0.4211
10.1016/j.jpowsour.2005.11.096	8	9	3	0.4706	0.7273	0.5714
10.1021/la0634138	24	8	7	0.7500	0.7742	0.7619
10.1002/pola.21921	7	1	3	0.8750	0.7000	0.7778
10.1002/polb.21097	15	14	2	0.5172	0.8824	0.6522
10.1007/s00339-006-3649-2	4	5	7	0.4444	0.3636	0.4000
10.1007/s10853-006-0375-2	19	8	16	0.7037	0.5429	0.6129
10.1039/b613561g	28	22	16	0.5600	0.6364	0.5957
10.1016/j.molstruc.2006.07.038	7	9	9	0.4375	0.4375	0.4375
10.1016/j.apsusc.2006.03.029corrosion	6	7	8	0.4615	0.4286	0.4444
10.1177/0021998305057368	20	7	23	0.7407	0.4651	0.5714
10.1002/pola.21848	22	1	2	0.9565	0.9167	0.9362
10.1016/j.electacta.2006.10.051	7	15	15	0.3182	0.3182	0.3182
10.1021/la062879n	9	3	5	0.7500	0.6429	0.6923
10.1007/s10853-006-1433-5	0	4	2	0.0000	0.0000	0.0000
10.1002/pola.21833	15	20	5	0.4286	0.7500	0.5455
10.1007/s10853-006-0011-1	8	16	12	0.3333	0.4000	0.3636
10.1007/s10853-006-1333-8	3	4	2	0.4286	0.6000	0.5000
10.1002/pola.21872	17	19	31	0.4722	0.3542	0.4048
10.1016/j.memsci.2006.11.019	11	9	5	0.5500	0.6875	0.6111
10.1007/s10904-006-9033-z	10	10	3	0.5000	0.7692	0.6061
10.1007/s10924-006-0001-z	11	1	1	0.9167	0.9167	0.9167
10.1021/la0629025	38	16	39	0.7037	0.4935	0.5802
10.1177/0731684406066364	6	14	16	0.3000	0.2727	0.2857
10.1163/156856206778937208	11	7	8	0.6111	0.5789	0.5946
10.1007/BF02706494	7	3	2	0.7000	0.7778	0.7368
10.1007/BF02706502	5	4	4	0.5556	0.5556	0.5556
10.1002/pola.21869	38	2	0	0.9500	1.0000	0.9744
10.1007/s10854-006-0040-1	8	8	10	0.5000	0.4444	0.4706
10.1039/b610392h	8	12	15	0.4000	0.3478	0.3721
10.1002/polb.21041	25	15	23	0.6250	0.5208	0.5682
10.1002/pola.21771	12	5	8	0.7059	0.6000	0.6486
10.1021/la0624135	12	9	1	0.5714	0.9231	0.7059
10.1177/0021955X06063512	6	7	2	0.4615	0.7500	0.5714
10.1016/j.jpowsour.2006.02.104	2	4	14	0.3333	0.1250	0.1818


DOI:10.1016/j.colsurfa.2005.02.017
TP = 15, FP = 10, FN = 2 / prec = 0.6000, recall = 0.8824, F = 0.7143
Rule-base	TP	FP	FN	Correct answer
polyaniline	1	0	0	polyaniline
PANI	1	0	0	PANI
DBSA doped PANI	1	0	0	DBSA doped PANI
DBSA-PANI	1	0	0	DBSA-PANI
EB-PANI	1	0	0	EB-PANI
Polyaniline	1	0	0	Polyaniline
PANI-DBSA ,	0	1	0	_
EBPANI	1	0	0	EBPANI
synthesized DBSA-PANI	0	1	0	_
de-doped EB-PANI	0	1	0	_
colored DBSA-PANI	0	1	0	_
HCl-doped PANI	1	0	0	HCl-doped PANI
HCl-PANI	1	0	0	HCl-PANI
polystyrene	1	0	0	polystyrene
DBSA doped polyaniline	1	0	0	DBSA doped polyaniline
APS/An	0	1	0	_
B-PANI	1	0	0	B-PANI
PANI ,	0	1	0	_
PS/An	0	1	0	_
colored EB-PANI	0	1	0	_
BSA-PANI	1	0	0	BSA-PANI
well-doped DBSA-PANI	0	1	0	_
DBSAPANI	1	0	0	DBSAPANI
Cl-PANI	1	0	0	Cl-PANI
nanoscaled polyaniline	0	1	0	_
_	0	0	1	DBSA - polyaniline
_	0	0	1	PANI-DBSA

DOI:10.1002/polb.20593
TP = 6, FP = 1, FN = 0 / prec = 0.8571, recall = 1.0000, F = 0.9231
Rule-base	TP	FP	FN	Correct answer
anthracene-labeled polystyrene	1	0	0	anthracene-labeled polystyrene
PSA	1	0	0	PSA
poly ( vinyl methyl ether )	1	0	0	poly ( vinyl methyl ether )
PVME	1	0	0	PVME
PSA/PVME	1	0	0	PSA/PVME
PSA / PVME	1	0	0	PSA / PVME
Photo-Crosslinked PSA/PVME	0	1	0	_

DOI:10.1002/pola.20955
TP = 7, FP = 4, FN = 23 / prec = 0.6364, recall = 0.2333, F = 0.3415
Rule-base	TP	FP	FN	Correct answer
Poly ( N-phenylmaleimide-co-acrylic acid )	0	1	0	_
poly ( N-PhMI-co-AA )	1	0	0	poly ( N-PhMI-co-AA )
poly ( N-phenylmaleimide-co-acrylic acid )	1	0	0	poly ( N-phenylmaleimide-co-acrylic acid )
poly ( N-PhMI-co-bMHI )	1	0	0	poly ( N-PhMI-co-bMHI )
Poly ( N-PhMI-co-AA )	1	0	0	Poly ( N-PhMI-co-AA )
N	0	1	0	_
M1	0	1	0	_
POLY ( N-PHENYLMALEIMIDE-co-ACRYLIC ACID )	1	0	0	POLY ( N-PHENYLMALEIMIDE-co-ACRYLIC ACID )
poly ( acrylic acid-co-itaconic acid )	1	0	0	poly ( acrylic acid-co-itaconic acid )
poly ( glycidyl methacrylate-co-ethylene dimethacrylate )	1	0	0	poly ( glycidyl methacrylate-co-ethylene dimethacrylate )
1 -- 6 Copolymer	0	1	0	_
_	0	0	1	Poly ( N-phenylmaleimide-co-acrylic acid ) - Copper ( II )
_	0	0	1	Poly ( N-phenylmaleimide-co-acrylic acid ) - Cobalt ( II )
_	0	0	1	Poly ( N-PhMI-co-AA ) with Cu ( II )
_	0	0	1	copolymer 3
_	0	0	1	Copolymer 3 with Cu ( II )
_	0	0	1	complexes 3
_	0	0	1	Copolymer 3 with Co ( II )
_	0	0	1	Copolymer 3
_	0	0	1	complex 6
_	0	0	1	complex 3
_	0	0	1	complexes 1
_	0	0	1	complexes 4
_	0	0	1	complexes 5
_	0	0	1	Complexes 1
_	0	0	1	Complex 1
_	0	0	1	Complex 2
_	0	0	1	Complex 3
_	0	0	1	Complex 4
_	0	0	1	Complex 5
_	0	0	1	Complex 6
_	0	0	1	copolymers 1
_	0	0	1	complex 4
_	0	0	1	poly ( N-PhMI-co-AA ) with Cu ( II )

DOI:10.1002/pola.20944
TP = 8, FP = 23, FN = 8 / prec = 0.2581, recall = 0.5000, F = 0.3404
Rule-base	TP	FP	FN	Correct answer
Cyclic Poly ( pyridine ether )	0	1	0	_
optimized polyethers	0	1	0	_
poly ( pyridine ether )	1	0	0	poly ( pyridine ether )
protonated polyethers	0	1	0	_
polyethers	0	1	0	_
poly ( vinyl pyridine )	1	0	0	poly ( vinyl pyridine )
multicyclic polyethers	0	1	0	_
P4O10	0	1	0	_
precipitated polyether	0	1	0	_
Commercial polystyrene	0	1	0	_
CYCLIC POLY ( PYRIDINE ETHER )	0	1	0	_
polyamides ,	0	1	0	_
polyesters	0	1	0	_
polyethers11	1	0	0	polyethers11
Cyclic Polyethers	0	1	0	_
cyclic polyethers	0	1	0	_
precipitated polyethers	0	1	0	_
isolated polyethers	0	1	0	_
Polyethers	0	1	0	_
optimized poly ( pyridine ether )	0	1	0	_
polyether	0	1	0	_
optimized poly ( ether sulfone )	0	1	0	_
poly ( ether ketone )	1	0	0	poly ( ether ketone )
poly ( benzonitrile ether )	1	0	0	poly ( benzonitrile ether )
polystyrene	1	0	0	polystyrene
cyclic poly ( pyridine ether )	0	1	0	_
proved polyether	0	1	0	_
protonated polyether	0	1	0	_
Poly ( pyridine ether )	1	0	0	Poly ( pyridine ether )
cyclic polyether	0	1	0	_
poly ( ether sulfone )	1	0	0	poly ( ether sulfone )
_	0	0	1	POLY ( PYRIDINE ETHER )
_	0	0	1	30
_	0	0	1	polyether 1
_	0	0	1	20
_	0	0	1	40
_	0	0	1	50
_	0	0	1	60
_	0	0	1	polyether 30

DOI:10.1163/1568555053603279
TP = 12, FP = 2, FN = 5 / prec = 0.8571, recall = 0.7059, F = 0.7742
Rule-base	TP	FP	FN	Correct answer
polyimidosulfides	1	0	0	polyimidosulfides
Polyimidosulfide	1	0	0	Polyimidosulfide
polybismaleimide	1	0	0	polybismaleimide
poly ( aminobismaleimide )	1	0	0	poly ( aminobismaleimide )
poly ( imido-thioether )	1	0	0	poly ( imido-thioether )
polyimidothioethers	1	0	0	polyimidothioethers
polystyrene	1	0	0	polystyrene
4a	1	0	0	4a
T	0	1	0	_
4b	1	0	0	4b
4d	1	0	0	4d
PC	0	1	0	_
poly ( imidothioethers )	1	0	0	poly ( imidothioethers )
polysulfides	1	0	0	polysulfides
_	0	0	1	polymers 4a - d
_	0	0	1	polymers
_	0	0	1	4a - d
_	0	0	1	4c
_	0	0	1	polymer 4b

DOI:10.1002/pola.20953
TP = 40, FP = 26, FN = 17 / prec = 0.6061, recall = 0.7018, F = 0.6504
Rule-base	TP	FP	FN	Correct answer
Poly [ ( R ) -3 hydroxybutyrate ]	1	0	0	Poly [ ( R ) -3 hydroxybutyrate ]
poly ( tert-butyl acrylate ) -- poly [ ( R ) -3 - hydroxybutyrate ] -- poly ( tert-butyl acrylate )	0	1	0	_
poly [ ( R ) -3 - hydroxybutyrate ]	1	0	0	poly [ ( R ) -3 - hydroxybutyrate ]
PHB	1	0	0	PHB
poly ( tert-butyl acrylate )	1	0	0	poly ( tert-butyl acrylate )
PtBA -- PHB -- PtBA	0	1	0	_
Poly [ ( R ) -3 - hydroxybutyrate ]	1	0	0	Poly [ ( R ) -3 - hydroxybutyrate ]
related poly [ ( R ) -3 - hydroxyalkanonate ]	0	1	0	_
poly ( vinyl acetate )	1	0	0	poly ( vinyl acetate )
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
PEO	1	0	0	PEO
poly ( vinyl alcohol )	1	0	0	poly ( vinyl alcohol )
polylactide	1	0	0	polylactide
PLA	1	0	0	PLA
poly ( ecaprolactone )	1	0	0	poly ( ecaprolactone )
PCL	1	0	0	PCL
cellulose	1	0	0	cellulose
poly ( ester urethane )	1	0	0	poly ( ester urethane )
hydroxylated poly [ ( R ) -3 - hydroxybutyrate ]	1	0	0	hydroxylated poly [ ( R ) -3 - hydroxybutyrate ]
PHBdiol	1	0	0	PHBdiol
poly ( butylene glycol adipate )	1	0	0	poly ( butylene glycol adipate )
poly ( diethylene glycol adipate )	1	0	0	poly ( diethylene glycol adipate )
poly [ ( R ) -3 - hydroxyoctanoate ]	1	0	0	poly [ ( R ) -3 - hydroxyoctanoate ]
PHB-diol	1	0	0	PHB-diol
ABA	1	0	0	ABA
obtained PHB -- PCL	0	1	0	_
PHB -- PLA	0	1	0	_
PHB-O-AlEt2	1	0	0	PHB-O-AlEt2
obtained PHB-g-PMMA	0	1	0	_
synthesized PHB -- PMMA	0	1	0	_
poly [ ( R , S ) -3 - hydroxybutyrate ] -- polystyrene	0	1	0	_
poly [ ( R , S ) -3 - hydroxybutyrate ]	1	0	0	poly [ ( R , S ) -3 - hydroxybutyrate ]
Poly ( tert-butyl acrylate )	1	0	0	Poly ( tert-butyl acrylate )
PtBA	1	0	0	PtBA
polyacrylate	0	1	0	_
poly ( acrylic acid )	1	0	0	poly ( acrylic acid )
PAA	1	0	0	PAA
poly ( tert-butyl acrylate ) -- poly [ ( R ) - 3-hydroxybutyrate ] -- poly ( tert-butyl acrylate )	0	1	0	_
monodispersed polystyrene	0	1	0	_
purified PHB	0	1	0	_
PMDETA	0	1	0	_
PHB-Diol	1	0	0	PHB-Diol
PHBII	1	0	0	PHBII
PtBA -- PHB -- PtBA3	0	1	0	_
ABA3	1	0	0	ABA3
PAA -- PHB -- PAA	0	1	0	_
PtBA -- PHB -- PtBA3 ( ABA3 ) triblock copolymer	0	1	0	_
denoted PHBI	0	1	0	_
PHBIII	1	0	0	PHBIII
substituted PHB-diol	0	1	0	_
polyester	0	1	0	_
CuBr/PMDETA	0	1	0	_
PHBI	1	0	0	PHBI
denoted ABA1	0	1	0	_
ABA2	1	0	0	ABA2
PtBA -- PHB -- PtBA triblock copolymer	0	1	0	_
ABA1	1	0	0	ABA1
dPHBc	1	0	0	dPHBc
PtBAd	1	0	0	PtBAd
denoted ABA	0	1	0	_
PtBAb	1	0	0	PtBAb
PtBA -- PHB -- PtBA1	0	1	0	_
PtBA -- PHB -- PtBA2	0	1	0	_
Polyesters	0	1	0	_
_	0	0	1	poly ( tert-butyl acrylate ) - poly [ ( R ) -3 - hydroxybutyrate ] - poly ( tert-butyl acrylate )
_	0	0	1	PtBA - PHB - PtBA
_	0	0	1	PHB - PCL
_	0	0	1	PHB - PLA
_	0	0	1	PHB-g-PMMA
_	0	0	1	PHB - PMMA
_	0	0	1	poly [ ( R , S ) -3 - hydroxybutyrate ] - polystyrene
_	0	0	1	poly ( tert-butyl acrylate ) - poly [ ( R ) - 3-hydroxybutyrate ] - poly ( tert-butyl acrylate )
_	0	0	1	polystyrene
_	0	0	1	PHB-diols
_	0	0	1	PHB - Br
_	0	0	1	PtBA - PHB - PtBA3
_	0	0	1	PHB - BrII
_	0	0	1	PAA - PHB - PAA
_	0	0	1	PAA PHB PAA
_	0	0	1	PtBA - PHB - PtBA1
_	0	0	1	PtBA - PHB - PtBA2

DOI:10.1016/j.memsci.2007.04.029
TP = 13, FP = 9, FN = 7 / prec = 0.5909, recall = 0.6500, F = 0.6190
Rule-base	TP	FP	FN	Correct answer
Nafion/sulfonated poly ( aryl ether ketone )	1	0	0	Nafion/sulfonated poly ( aryl ether ketone )
Sulfonated poly ( aryl ether ketone )	1	0	0	Sulfonated poly ( aryl ether ketone )
sPAEK	1	0	0	sPAEK
Nafion	1	0	0	Nafion
PEMFC	0	1	0	_
sulfonated poly ( aryl ether ketone )	1	0	0	sulfonated poly ( aryl ether ketone )
poly ( aryl ther ketone )	1	0	0	poly ( aryl ther ketone )
ynthesized sPAEK	0	1	0	_
eceived Nafion	0	1	0	_
pure sPAEK	0	1	0	_
PAEK	1	0	0	PAEK
investiated sPAEK	0	1	0	_
sulfonated polybenzimidazole	0	1	0	_
poly ( ether-etherketone )	1	0	0	poly ( ether-etherketone )
poly ( 4-phenoxybenzoyl1 ,4 - phenylene )	1	0	0	poly ( 4-phenoxybenzoyl1 ,4 - phenylene )
poly ( 4-vinyl pyridine )	1	0	0	poly ( 4-vinyl pyridine )
polyether	0	1	0	_
Nafion-sulfonated poly ( arylene ether sulfone )	1	0	0	Nafion-sulfonated poly ( arylene ether sulfone )
sulfonate-functionalized poly ( ether ether ketone )	0	1	0	_
Amino-functionalized poly ( arylene ether ketone )	0	1	0	_
poly ( aryl ether ketone )	1	0	0	poly ( aryl ether ketone )
sulfonated poly ( ether ether ketone )	1	0	0	sulfonated poly ( ether ether ketone )
_	0	0	1	Nafion-sulfonated poly ether ether ketone ) ( SPEEK ) - Nafion
_	0	0	1	NSN
_	0	0	1	Nafion117
_	0	0	1	polybenzimidazole
_	0	0	1	polyether ether ketone
_	0	0	1	poly ( ether ether ketone )
_	0	0	1	poly ( arylene ether ketone )

DOI:10.1016/j.apcata.2007.05.017
TP = 8, FP = 5, FN = 0 / prec = 0.6154, recall = 1.0000, F = 0.7619
Rule-base	TP	FP	FN	Correct answer
sulfonated polystyrene	1	0	0	sulfonated polystyrene
polyaniline	1	0	0	polyaniline
PANI	1	0	0	PANI
Polyaniline	1	0	0	Polyaniline
doped polyaniline	0	1	0	_
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
PANI/SPS	1	0	0	PANI/SPS
Poly ( sodium 4-styrene sulfonated )	1	0	0	Poly ( sodium 4-styrene sulfonated )
SPS	1	0	0	SPS
dedoped PANI	0	1	0	_
synthesized PANI	0	1	0	_
PANI/SPS ,	0	1	0	_
obtained PANI	0	1	0	_

DOI:10.1007/s10853-007-1639-1
TP = 8, FP = 14, FN = 6 / prec = 0.3636, recall = 0.5714, F = 0.4444
Rule-base	TP	FP	FN	Correct answer
poly ( p-phenylene benzobisoxazole )	1	0	0	poly ( p-phenylene benzobisoxazole )
PBO	1	0	0	PBO
termed PBO/Cu/Au	1	0	0	termed PBO/Cu/Au
PBO/Cu/Ni	1	0	0	PBO/Cu/Ni
Poly ( p-phenylene benzobisoxazole )	1	0	0	Poly ( p-phenylene benzobisoxazole )
polybenzazoles	1	0	0	polybenzazoles
goldplated PBO	0	1	0	_
gold-plated PBO	0	1	0	_
PBO/Cu	1	0	0	PBO/Cu
treated PBO/Cu/Ni	0	1	0	_
copper-plated PBO	0	1	0	_
PBO/Cu/Au	1	0	0	PBO/Cu/Au
metal-plated PBO	0	1	0	_
plated PBO	0	1	0	_
rPBOuPBO	0	1	0	_
uPBO	0	1	0	_
nonplated PBO	0	1	0	_
rPBO	0	1	0	_
Gold-plated PBO	0	1	0	_
nickel-plated PBO	0	1	0	_
PA	0	1	0	_
Poly Sci 102:1428 15 . Tooru K , Hiroki M , Kazuyuki Y ( 1998 )	0	1	0	_
_	0	0	1	PBO/Cu/Ni / Au
_	0	0	1	PBO / Cu
_	0	0	1	PBO/Cu / Ni/Au
_	0	0	1	PBO/Cu / Au
_	0	0	1	PBO / Cu/Au
_	0	0	1	PBO / Cu/Ni/Au

DOI:10.1016/.jpcs.2006.12.001
TP = 10, FP = 10, FN = 10 / prec = 0.5000, recall = 0.5000, F = 0.5000
Rule-base	TP	FP	FN	Correct answer
PVAc	1	0	0	PVAc
PVAc-LiClO4	1	0	0	PVAc-LiClO4
polyether-based	0	1	0	_
poly-e	0	1	0	_
PAN	1	0	0	PAN
PMMA	1	0	0	PMMA
PVdF	1	0	0	PVdF
Poly ( vinyl acetate )	1	0	0	Poly ( vinyl acetate )
polyester	0	1	0	_
polyester-salt	0	1	0	_
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
PEO	1	0	0	PEO
pure PVAc	0	1	0	_
Pure PVAc	0	1	0	_
80PVAc	0	1	0	_
90PVAc	0	1	0	_
85PVAc	0	1	0	_
TPU-LiClO4	1	0	0	TPU-LiClO4
poly ( trimethylenecarbonate )	0	1	0	_
PEO-LiAsF6	1	0	0	PEO-LiAsF6
_	0	0	1	PVAc - LiClO4
_	0	0	1	PVAc : LiClO4
_	0	0	1	80PVAc :20 LiClO4
_	0	0	1	90PVAc :10 LiClO4
_	0	0	1	85PVAc :15 LiClO4
_	0	0	1	poly ( trimethylenecarbonate ) with LiBF4
_	0	0	1	PEO - LiBF4
_	0	0	1	80wt % PVAc - 20wt % LiClO4
_	0	0	1	( PEO ) 8 - LiClO4
_	0	0	1	80wt % PVAc :20 wt % LiClO4

DOI:10.1002/polb.21187
TP = 28, FP = 13, FN = 6 / prec = 0.6829, recall = 0.8235, F = 0.7467
Rule-base	TP	FP	FN	Correct answer
PMMA	1	0	0	PMMA
HDPE/EG	1	0	0	HDPE/EG
HDPE/UG	1	0	0	HDPE/UG
6/GNP	0	1	0	_
PMMA/EG	1	0	0	PMMA/EG
PS/EG	1	0	0	PS/EG
POBDS/GNP	1	0	0	POBDS/GNP
PS/GNP	1	0	0	PS/GNP
PS/UG	1	0	0	PS/UG
PETI/EG	1	0	0	PETI/EG
PMMA/GNP	1	0	0	PMMA/GNP
PMMA/UG	1	0	0	PMMA/UG
PVC/PMMA/EG	1	0	0	PVC/PMMA/EG
PMMA/EGd	1	0	0	PMMA/EGd
PANI/GNP	1	0	0	PANI/GNP
POBDS	1	0	0	POBDS
Poly ( 4,40-oxybis ( benzene ) disulfide )	1	0	0	Poly ( 4,40-oxybis ( benzene ) disulfide )
GNP	0	1	0	_
phenylethynyl-terminated polyimide	1	0	0	phenylethynyl-terminated polyimide
PETI-5	1	0	0	PETI-5
EG/polyethylene	1	0	0	EG/polyethylene
poly ( 4,40 oxybis ( benzene ) disulfide )	1	0	0	poly ( 4,40 oxybis ( benzene ) disulfide )
prepared PMMA	0	1	0	_
Poly ( methyl methacrylate )	1	0	0	Poly ( methyl methacrylate )
Polysciences	0	1	0	_
PA	0	1	0	_
PARTICLE	0	1	0	_
GRAPHITE/PMMA	1	0	0	GRAPHITE/PMMA
NANOCOMPOSITES	0	1	0	_
ASAP	0	1	0	_
GNP / PMMA	1	0	0	GNP / PMMA
PTFE	1	0	0	PTFE
ARG/PMMA	1	0	0	ARG/PMMA
EG/PMMA	1	0	0	EG/PMMA
pure PMMA	0	1	0	_
polycarbonate	1	0	0	polycarbonate
PELLA	0	1	0	_
GNP/PMMA	1	0	0	GNP/PMMA
GNPb	0	1	0	_
lGNP	0	1	0	_
TPa	0	1	0	_
_	0	0	1	Nylon 6/GNP
_	0	0	1	Epoxy/EG
_	0	0	1	Nylon 6/FG
_	0	0	1	EG / PMMA
_	0	0	1	graphite / PMMA
_	0	0	1	ARG / PMMA

DOI:10.1002/polb.21220
TP = 39, FP = 6, FN = 4 / prec = 0.8667, recall = 0.9070, F = 0.8864
Rule-base	TP	FP	FN	Correct answer
poly ( 1,4-butylene succinate )	1	0	0	poly ( 1,4-butylene succinate )
PBSU	1	0	0	PBSU
poly ( vinylidene fluoride )	1	0	0	poly ( vinylidene fluoride )
PVDF	1	0	0	PVDF
PBSU/PVDF	1	0	0	PBSU/PVDF
J	0	1	0	_
poly ( e-caprolactone )	1	0	0	poly ( e-caprolactone )
PCL	1	0	0	PCL
poly ( vinyl chloride )	1	0	0	poly ( vinyl chloride )
PVC	1	0	0	PVC
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
PEO	1	0	0	PEO
poly ( vinyl acetate )	1	0	0	poly ( vinyl acetate )
PVA	1	0	0	PVA
PEO/poly ( methyl methacrylate )	1	0	0	PEO/poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
polystyrene	1	0	0	polystyrene
iPS	1	0	0	iPS
aPS	1	0	0	aPS
PCL/polycarbonate	1	0	0	PCL/polycarbonate
PC	1	0	0	PC
poly ( 1,4-butylene adipate )	1	0	0	poly ( 1,4-butylene adipate )
PBA	1	0	0	PBA
PVDF/PBA	1	0	0	PVDF/PBA
PVDF/poly ( 3-hydroxybutyrate )	1	0	0	PVDF/poly ( 3-hydroxybutyrate )
PHB	1	0	0	PHB
PEO/poly ( 1,4-butylene succinate )	1	0	0	PEO/poly ( 1,4-butylene succinate )
PBSU / PVDF	1	0	0	PBSU / PVDF
PBSU-rich	0	1	0	_
poly ( tetrafluoroethylene )	1	0	0	poly ( tetrafluoroethylene )
PSPC	0	1	0	_
FP82HT	0	1	0	_
pure PBSU	1	0	0	pure PBSU
PVDF/PBSU	1	0	0	PVDF/PBSU
PCL/PVC	1	0	0	PCL/PVC
PEO/PVA	1	0	0	PEO/PVA
PEO/PMMA	1	0	0	PEO/PMMA
PCL/PC	1	0	0	PCL/PC
PCL/PS	1	0	0	PCL/PS
polyethylene	1	0	0	polyethylene
excluded PBSU	1	0	0	excluded PBSU
pure polyFigure	0	1	0	_
PE	1	0	0	PE
PS	1	0	0	PS
PolymPhys	0	1	0	_
_	0	0	1	isotactic polystyrene
_	0	0	1	atactic polystyrene
_	0	0	1	PCL-rich blends
_	0	0	1	PBSU/PVDF 1/4 30/70

DOI:10.1002/polb.21219
TP = 6, FP = 10, FN = 12 / prec = 0.3750, recall = 0.3333, F = 0.3529
Rule-base	TP	FP	FN	Correct answer
Stretched Poly ( ethylene naphthalene 2,6-dicarboxylate )	0	1	0	_
Polymères	0	1	0	_
Poly ( ethylene naphthalene-2 ,6 - dicarboxylate )	1	0	0	Poly ( ethylene naphthalene-2 ,6 - dicarboxylate )
A	0	1	0	_
polyesters	0	1	0	_
poly ( ethylene naphthalene 2,6 dicarboxylate )	1	0	0	poly ( ethylene naphthalene 2,6 dicarboxylate )
poly ( ethylene naphthalene-2 ,6 - dicarboxylate )	1	0	0	poly ( ethylene naphthalene-2 ,6 - dicarboxylate )
PEN	1	0	0	PEN
stretched PEN	0	1	0	_
oriented PEN	0	1	0	_
STRETCHED PEN	0	1	0	_
POLARIZED	0	1	0	_
PET	1	0	0	PET
PEEK	1	0	0	PEEK
Polyatomic	0	1	0	_
PolyathylenterephthalatFaserstoffen	0	1	0	_
_	0	0	1	Poly ( ethylene naphthalene 2,6-dicarboxylate )
_	0	0	1	100A
_	0	0	1	160A
_	0	0	1	100B
_	0	0	1	160B
_	0	0	1	100C
_	0	0	1	160C
_	0	0	1	100D
_	0	0	1	160D
_	0	0	1	100E
_	0	0	1	160E
_	0	0	1	Samples 100A

DOI:Iran.Polym.J._2006_15(7)_569-575
TP = 3, FP = 4, FN = 0 / prec = 0.4286, recall = 1.0000, F = 0.6000
Rule-base	TP	FP	FN	Correct answer
ethylene/1-butene copolymer	1	0	0	ethylene/1-butene copolymer
PID	0	1	0	_
PE/h	0	1	0	_
PE	1	0	0	PE
polyethylene	1	0	0	polyethylene
NPC	0	1	0	_
prepolyIranian	0	1	0	_

DOI:10.1016/j.cplett.2007.05.058
TP = 1, FP = 3, FN = 0 / prec = 0.2500, recall = 1.0000, F = 0.4000
Rule-base	TP	FP	FN	Correct answer
poly bis ( phenol A carbonate )	1	0	0	poly bis ( phenol A carbonate )
POLITEHNICA	0	1	0	_
pm/V	0	1	0	_
EU-STREP	0	1	0	_

DOI:10.1016/j.colsurfb.2006.09.006
TP = 11, FP = 8, FN = 8 / prec = 0.5789, recall = 0.5789, F = 0.5789
Rule-base	TP	FP	FN	Correct answer
Poly ( p-xylylene )	1	0	0	Poly ( p-xylylene )
poly ( 2-methacryloyloxyethyl hosphorylcholine ( MPC ) )	0	1	0	_
poly ( MPC )	1	0	0	poly ( MPC )
hydrated poly ( MPC )	1	0	0	hydrated poly ( MPC )
MPC	1	0	0	MPC
PC	0	1	0	_
dried poly ( MPC )	1	0	0	dried poly ( MPC )
DPX	0	1	0	_
Poly ( MPC )	1	0	0	Poly ( MPC )
poly ( acrylamide )	1	0	0	poly ( acrylamide )
Polystyrene	1	0	0	Polystyrene
cellulose	0	1	0	_
P/C	0	1	0	_
PS	0	1	0	_
N/P	0	1	0	_
polyimethylsiloxane	0	1	0	_
grafted poly ( MPC )	1	0	0	grafted poly ( MPC )
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
photoinduced poly ( MPC )	1	0	0	photoinduced poly ( MPC )
_	0	0	1	Parylene
_	0	0	1	Parylene C
_	0	0	1	Poly ( MPC ) grafting on Parylene C
_	0	0	1	hydroxypropyl cellulose
_	0	0	1	poly ( MPC ) grafting on Parylene
_	0	0	1	poly ( MPC ) grafting from Parylene C
_	0	0	1	poly ( MPC ) - grafted Parylene C
_	0	0	1	poly ( MPC ) grafting on polyimethylsiloxane

DOI:10.1007/s10853-006-0629-z
TP = 9, FP = 10, FN = 4 / prec = 0.4737, recall = 0.6923, F = 0.5625
Rule-base	TP	FP	FN	Correct answer
polyacrylamide	1	0	0	polyacrylamide
PAM	1	0	0	PAM
a-ZrP	1	0	0	a-ZrP
PAM / a-ZrP	1	0	0	PAM / a-ZrP
PAM/a-ZrP	1	0	0	PAM/a-ZrP
intercalated a-ZrP	0	1	0	_
monoamine-terminated polyether	0	1	0	_
aZrP	1	0	0	aZrP
Polyacrylamide	1	0	0	Polyacrylamide
layered a-ZrP	0	1	0	_
Layered a-ZrP	0	1	0	_
pristine a-ZrP	0	1	0	_
exfoliated a-ZrP	0	1	0	_
intercalated PAM	0	1	0	_
PAM/5	1	0	0	PAM/5
pure PAM	0	1	0	_
PC	0	1	0	_
PAM/15	0	1	0	_
pure PAM 182	1	0	0	pure PAM 182
_	0	0	1	polyacrylamide / a-zirconium phosphate
_	0	0	1	PAM / 5 wt % a-ZrP
_	0	0	1	PAM/5 wt % a-ZrP
_	0	0	1	PAM/15 wt % a-ZrP

DOI:10.1002/jbm.b.30703
TP = 0, FP = 8, FN = 2 / prec = 0.0000, recall = 0.0000, F = 0.0000
Rule-base	TP	FP	FN	Correct answer
COMPOSITES	0	1	0	_
DMPT	0	1	0	_
P450	0	1	0	_
P388	0	1	0	_
EPR	0	1	0	_
PE	0	1	0	_
THP-1	0	1	0	_
PA ,	0	1	0	_
_	0	0	1	Cytochrome P450 1A2
_	0	0	1	NADPH-Cytochrome P450

DOI:10.1039/b700878c
TP = 20, FP = 18, FN = 17 / prec = 0.5263, recall = 0.5405, F = 0.5333
Rule-base	TP	FP	FN	Correct answer
cellulose	1	0	0	cellulose
polyaniline	1	0	0	polyaniline
PANI	1	0	0	PANI
poly ( p-phenylene ethynylene )	1	0	0	poly ( p-phenylene ethynylene )
PPE	1	0	0	PPE
Cellulose	1	0	0	Cellulose
studied cellulose	0	1	0	_
polypyrrole	0	1	0	_
coated cellulose	0	1	0	_
PSS	1	0	0	PSS
PTI	0	1	0	_
wPL	0	1	0	_
PTFE	1	0	0	PTFE
PPh3	0	1	0	_
CMC	0	1	0	_
Polyaniline	1	0	0	Polyaniline
doped polyaniline	1	0	0	doped polyaniline
PPE/SO4-TW	1	0	0	PPE/SO4-TW
CSA-doped PANI	1	0	0	CSA-doped PANI
used Polyaniline	0	1	0	_
Poly ( p-phenylene ethynylene )	1	0	0	Poly ( p-phenylene ethynylene )
PPEs	1	0	0	PPEs
unsubstituted PPE	0	1	0	_
propyloxy-derivatized poly ( 2,5-dialkoxy-p-phenylene ethynylene )	0	1	0	_
substituted PPE	0	1	0	_
PANI/TW	1	0	0	PANI/TW
CSA/PhN	0	1	0	_
undoped PANI	0	1	0	_
poly ( 2,5-dialkoxy-p-phenylene ethynylene )	0	1	0	_
Undoped polyaniline	0	1	0	_
PANI/SO4-TW	1	0	0	PANI/SO4-TW
PANI ,45	0	1	0	_
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
extended PANI	0	1	0	_
protonated PPE	1	0	0	protonated PPE
charged PANI	0	1	0	_
PPE-SO4-TW	1	0	0	PPE-SO4-TW
_	0	0	1	polypyrrole coated cellulose
_	0	0	1	poly ( p-phenylene ethynylene ) derivative 4
_	0	0	1	PPE 4
_	0	0	1	PANI - CSA/TW
_	0	0	1	PANI - CSA/SO4-TW
_	0	0	1	PANI - CSA
_	0	0	1	Poly ( p-phenylene ethynylene ) functionalized with alkylamino groups
_	0	0	1	poly ( 2,5-dialkoxy-p-phenylene ethynylene ) 4
_	0	0	1	2,5-dialkoxy substituted PPE
_	0	0	1	PANI - CSA/whisker
_	0	0	1	PANI/whisker
_	0	0	1	4/SO4-TW
_	0	0	1	polyaniline doped with camphersulfonic acid and whiskers produced by sulfuric acid hydrolysis
_	0	0	1	Polyaniline doped with camphersulfonic acid
_	0	0	1	PANI - CSA/HCl-TW
_	0	0	1	PPE 4/SO4-TW
_	0	0	1	PPE 4/TW

DOI:10.1016/j.colsurfa.2006.06.009s
TP = 38, FP = 37, FN = 12 / prec = 0.5067, recall = 0.7600, F = 0.6080
Rule-base	TP	FP	FN	Correct answer
69 -- 78 Novel amphiphilic triblock copolymer	0	1	0	_
PPDO	1	0	0	PPDO
PCL	1	0	0	PCL
PEG	1	0	0	PEG
poly ( p-dioxanone-co-caprolactone )	0	1	0	_
block-poly ( ethylene oxide )	0	1	0	_
block-poly ( p-dioxanone-co-caprolactone )	0	1	0	_
PPDO-co-PCL-b-PEO-b-PPDO-co-PCL	1	0	0	PPDO-co-PCL-b-PEO-b-PPDO-co-PCL
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
CMC	0	1	0	_
PICN	0	1	0	_
PPDO-b-PEO-b-PPDO	1	0	0	PPDO-b-PEO-b-PPDO
PEO-b-PCL	0	1	0	_
polyesters	0	1	0	_
PLA-b-PEG	1	0	0	PLA-b-PEG
PLGA-b-PEG	1	0	0	PLGA-b-PEG
PCL-PEG-b-PCL	1	0	0	PCL-PEG-b-PCL
PLLA	1	0	0	PLLA
PDO	1	0	0	PDO
PPDO-co-PCL-b-PEG-b-PPDO-co-PCL	1	0	0	PPDO-co-PCL-b-PEG-b-PPDO-co-PCL
selected PEG	0	1	0	_
Poly ( ethylene glycol )	1	0	0	Poly ( ethylene glycol )
PPDO-co-PCL-b-PEO-b-PPDO-coCL	1	0	0	PPDO-co-PCL-b-PEO-b-PPDO-coCL
PPDO-co-PCL-b-PEO-PPDO-co-PCL	1	0	0	PPDO-co-PCL-b-PEO-PPDO-co-PCL
PPDO-coP	0	1	0	_
polyers	0	1	0	_
CL/PDO	0	1	0	_
polyr	0	1	0	_
CL-b-PEO-b-PPDO-co-PCL	0	1	0	_
PCL-bEO-b-PCL	0	1	0	_
PEO	1	0	0	PEO
PCLb	1	0	0	PCLb
PPDOco-PCL-b-PEO-b-PPDO-co-PCL	1	0	0	PPDOco-PCL-b-PEO-b-PPDO-co-PCL
PPDO-co-PCL-b-PEO-b-PPDOco-PCL	1	0	0	PPDO-co-PCL-b-PEO-b-PPDOco-PCL
PCL-b-PEO-b-PCL	1	0	0	PCL-b-PEO-b-PCL
PPDO/PCL	1	0	0	PPDO/PCL
PPDO-co-PCL-b-PEO-bPDO-co-PCL	1	0	0	PPDO-co-PCL-b-PEO-bPDO-co-PCL
copolyer	0	1	0	_
PCl	1	0	0	PCl
copolyers	0	1	0	_
PPDO-co-PCL-PEO-b-PPDO-co-PCL	1	0	0	PPDO-co-PCL-PEO-b-PPDO-co-PCL
PPDO-coCL-b-PEO-b-PPDO-co-PCL	1	0	0	PPDO-coCL-b-PEO-b-PPDO-co-PCL
poly ( styrene )	1	0	0	poly ( styrene )
polyester	0	1	0	_
PPDO-PEO-b-PPDO	1	0	0	PPDO-PEO-b-PPDO
PCL-PEO-b-PCL	1	0	0	PCL-PEO-b-PCL
PDOn	0	1	0	_
PPDO-co-PCL-b-PEO-bCL-co-PPDO	0	1	0	_
ABA	0	1	0	_
poly ( p-dioxanone-co - - caprolactone )	0	1	0	_
PPDO-PEG-b-PPDO	1	0	0	PPDO-PEG-b-PPDO
co-PCL-b-PEO-b-PPDO-co-PCL	1	0	0	co-PCL-b-PEO-b-PPDO-co-PCL
Chitosan	1	0	0	Chitosan
poly ( N-vinylpyrrolidone )	0	1	0	_
block-poly ( d,l-lactide )	0	1	0	_
polyethylene	0	1	0	_
grafted poly ( aspartic acid )	0	1	0	_
nimodipine-loaded poly ( caprolactone )	0	1	0	_
poly ( ethylene oxide )	0	1	0	_
poly ( - caprolactone )	0	1	0	_
PLA-PEG	1	0	0	PLA-PEG
poly ( pdioxanone-co-l-lactide )	0	1	0	_
block-poly ( ethylene glycol )	0	1	0	_
PPDO/PLLA-b-PEG	1	0	0	PPDO/PLLA-b-PEG
poly ( p-dioxanone-co-l-lactide )	0	1	0	_
PDON-b-PEG-bPDON	0	1	0	_
polylactones	1	0	0	polylactones
Poly ( styrene-ethylene oxide )	1	0	0	Poly ( styrene-ethylene oxide )
Polyether-polyester	0	1	0	_
PLA/PEO/PLA	1	0	0	PLA/PEO/PLA
poly ( l-lactic acid )	1	0	0	poly ( l-lactic acid )
poly ( - malic acid-co-benzyl malate )	0	1	0	_
poly ( lactic acid-co-glycolide )	1	0	0	poly ( lactic acid-co-glycolide )
nimodipine-loaded	0	1	0	_
) -- polylactide amphiphilic copolymer	0	1	0	_
_	0	0	1	triblock copolymer based on PPDO , PCL , and PEG
_	0	0	1	poly ( p-dioxanone-co-caprolactone ) - block-poly ( ethylene oxide ) - block-poly ( p-dioxanone-co-caprolactone )
_	0	0	1	T1
_	0	0	1	T2
_	0	0	1	T3
_	0	0	1	T4
_	0	0	1	T5
_	0	0	1	poly ( N-vinylpyrrolidone ) - block-poly ( d,l-lactide )
_	0	0	1	polyethylene glycols
_	0	0	1	poly ( ethylene glycol ) - grafted poly ( aspartic acid )
_	0	0	1	poly ( p-dioxanone-co-l-lactide ) - block-poly ( ethylene glycol )
_	0	0	1	nimodipine-loaded poly ( caprolactone ) - poly ( ethylene oxide ) - polylactide

DOI:10.1039/b701945a
TP = 21, FP = 10, FN = 28 / prec = 0.6774, recall = 0.4286, F = 0.5250
Rule-base	TP	FP	FN	Correct answer
copoly ( 2-oxazoline )	0	1	0	_
poly ( nonyloxazoline )	1	0	0	poly ( nonyloxazoline )
poly ( methyloxazoline )	1	0	0	poly ( methyloxazoline )
A	0	1	0	_
B	0	1	0	_
chain-extended poly ( nonyloxazoline )	1	0	0	chain-extended poly ( nonyloxazoline )
DPI	0	1	0	_
poly ( oxazoline )	1	0	0	poly ( oxazoline )
copoly ( oxazoline )	1	0	0	copoly ( oxazoline )
chain-extended poly ( methyloxazoline )	1	0	0	chain-extended poly ( methyloxazoline )
poly ( 2-oxazoline )	0	1	0	_
Poly ( 2-methyl-2-oxazoline )	1	0	0	Poly ( 2-methyl-2-oxazoline )
Poly ( 2-ethyl-2-oxazoline )	1	0	0	Poly ( 2-ethyl-2-oxazoline )
Poly ( 2-nonyl-2-oxazoline )	1	0	0	Poly ( 2-nonyl-2-oxazoline )
Poly ( 2-phenyl-2-oxazoline )	1	0	0	Poly ( 2-phenyl-2-oxazoline )
P10	0	1	0	_
phenyloxazoline -- ethyloxazoline ( PheEt ) diblock copolymer	0	1	0	_
polycarbonate	1	0	0	polycarbonate
polystyrene	1	0	0	polystyrene
poly ( ethyloxazoline )	1	0	0	poly ( ethyloxazoline )
poly ( phenyloxazoline )	1	0	0	poly ( phenyloxazoline )
poly ( acrylic acid )	1	0	0	poly ( acrylic acid )
poly ( ( hydroxyalkyl ) oxazoline )	1	0	0	poly ( ( hydroxyalkyl ) oxazoline )
polyoxazoline	1	0	0	polyoxazoline
dried polyethyloxazoline -- polyethersulfone	0	1	0	_
poly ( methylmethacrylate )	1	0	0	poly ( methylmethacrylate )
PMMA	1	0	0	PMMA
PC	1	0	0	PC
ethylene -- vinyl alcohol copolymers	0	1	0	_
copoly ( 2oxazoline )	0	1	0	_
polyoxazoline-based	1	0	0	polyoxazoline-based
_	0	0	1	diblock copoly ( 2-oxazoline )
_	0	0	1	NonMe
_	0	0	1	NonEt
_	0	0	1	PheNon
_	0	0	1	NonPhe
_	0	0	1	diblock copoly ( oxazoline )
_	0	0	1	Diblock copoly ( 2-oxazoline )
_	0	0	1	MeMe
_	0	0	1	chain-extended homo poly ( 2-oxazoline )
_	0	0	1	MeEt
_	0	0	1	MeNon
_	0	0	1	MePhe
_	0	0	1	EtMe
_	0	0	1	EtEt
_	0	0	1	EtNon
_	0	0	1	EtPhe
_	0	0	1	NonNon
_	0	0	1	PheMe
_	0	0	1	PheEt
_	0	0	1	PhePhe
_	0	0	1	Non
_	0	0	1	Et
_	0	0	1	Me
_	0	0	1	Phe
_	0	0	1	EtEt35
_	0	0	1	polyethyloxazoline - polyethersulfone
_	0	0	1	ethylene - vinyl alcohol copolymers
_	0	0	1	diblock copoly ( 2oxazoline )

DOI:10.1002/polb.21089
TP = 2, FP = 9, FN = 18 / prec = 0.1818, recall = 0.1000, F = 0.1290
Rule-base	TP	FP	FN	Correct answer
DCPD	1	0	0	DCPD
ROMP	0	1	0	_
DCPD-rich	0	1	0	_
polymerized DCPD	1	0	0	polymerized DCPD
endo-DCPD	0	1	0	_
induced ROMP	0	1	0	_
DCPD1	0	1	0	_
DCPD-1	0	1	0	_
WDCPD	0	1	0	_
DCPD/ENB	0	1	0	_
improved ROMP	0	1	0	_
_	0	0	1	DCPD-rich mixtures
_	0	0	1	ENB
_	0	0	1	D3E1
_	0	0	1	D1E1
_	0	0	1	D1E3
_	0	0	1	D1E1 ( 0.75 wt % )
_	0	0	1	ENB ( 0.1 wt % )
_	0	0	1	DCPD with 1.0 wt %
_	0	0	1	D1E1 with 0.75 wt %
_	0	0	1	ENB with 0.1 wt %
_	0	0	1	D1E3-0 .75
_	0	0	1	ENB-0 .075 wt %
_	0	0	1	DCPD-rich samples
_	0	0	1	ENB-rich samples
_	0	0	1	D1E1-0 .75 wt %
_	0	0	1	ENB-0 .1 wt %
_	0	0	1	DCPD-1 .0 wt %
_	0	0	1	DCPD/ENB blends

DOI:10.1007/s10853-007-1566-1
TP = 28, FP = 24, FN = 27 / prec = 0.5385, recall = 0.5091, F = 0.5234
Rule-base	TP	FP	FN	Correct answer
C60	1	0	0	C60
polystyrene	1	0	0	polystyrene
PSt	1	0	0	PSt
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
C60-PSts	1	0	0	C60-PSts
C60-PMMAs	1	0	0	C60-PMMAs
star-shaped C60polyacrylonitrile	0	1	0	_
C60-poly ( a-methylstyrene )	1	0	0	C60-poly ( a-methylstyrene )
PSa	0	1	0	_
PSb	0	1	0	_
PI	0	1	0	_
star-shaped polystyrene	0	1	0	_
hexachloropolystyrene	0	1	0	_
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
PEO	1	0	0	PEO
star-shaped PEO	0	1	0	_
DSP	0	1	0	_
four-armed PSt	0	1	0	_
end-capped polystyrene	0	1	0	_
polyfunctional-group	0	1	0	_
TBMB/CuBr/bipy	0	1	0	_
GPC/RI	0	1	0	_
PSt-1	1	0	0	PSt-1
PSt-2	1	0	0	PSt-2
PMMA-1	1	0	0	PMMA-1
PMMA-2	1	0	0	PMMA-2
bromoterminated PSt	1	0	0	bromoterminated PSt
end-bonded PSt	0	1	0	_
Br-terminated polystyrenes	1	0	0	Br-terminated polystyrenes
star-shaped PSt	0	1	0	_
C60-PSt-2	1	0	0	C60-PSt-2
C60-PMMA-2	1	0	0	C60-PMMA-2
C60-PSt-1	1	0	0	C60-PSt-1
C60-PMMA-1	1	0	0	C60-PMMA-1
PhCl	0	1	0	_
Br-terminated polystyrene	1	0	0	Br-terminated polystyrene
end-bonded PMMA	0	1	0	_
Br-terminated PMMA	1	0	0	Br-terminated PMMA
PMMABr/C60	1	0	0	PMMABr/C60
functionalized PMMA	0	1	0	_
C60PMMA	0	1	0	_
fourarmed PMMA	0	1	0	_
C60-PSt	1	0	0	C60-PSt
C60-PMMA	1	0	0	C60-PMMA
fullerenated PMMA	1	0	0	fullerenated PMMA
star-shaped PMMA	1	0	0	star-shaped PMMA
end-capped PMMA	0	1	0	_
PSt-2-N3	1	0	0	PSt-2-N3
C60-PSt2	0	1	0	_
endcapped PMMA	0	1	0	_
C60PMMAs	0	1	0	_
_	0	0	1	( PSa ) 2C60 ( PSb ) 2
_	0	0	1	( PSa ) 2C60 ( PI ) 2
_	0	0	1	six-arm star-shaped polystyrene derivatives
_	0	0	1	hexaarm hexachloropolystyrene
_	0	0	1	C60 end-capped star-shaped PEO
_	0	0	1	C60 end-capped four-armed PSt
_	0	0	1	azide functional PSt
_	0	0	1	azide end-functional PSt
_	0	0	1	bromo-terminated four-armed PSt
_	0	0	1	C60 end-capped polystyrene
_	0	0	1	C60 end-bonded PSt
_	0	0	1	bromo-terminated star-shaped PSt
_	0	0	1	C 60 - PSt-2
_	0	0	1	C 60 - PMMA-1
_	0	0	1	C60 end-bonded PMMA
_	0	0	1	fullerene-end functionalized PMMA
_	0	0	1	C60 end-capped fourarmed PMMA
_	0	0	1	C60 endcapped four-armed PSt
_	0	0	1	Bromo-terminated four-armed PSt
_	0	0	1	bromo-terminated star-shaped PMMA
_	0	0	1	azide functional star-shaped PSt
_	0	0	1	azide terminated four-armed PSt
_	0	0	1	fullerenated four-armed PSt
_	0	0	1	fullerene end-capped PMMA
_	0	0	1	C 60 - PSt-1
_	0	0	1	four-armed star-shaped PMMA
_	0	0	1	fullerenated four-armed star-shaped PSt

DOI:10.1007/s00396-007-1654-4
TP = 6, FP = 4, FN = 10 / prec = 0.6000, recall = 0.3750, F = 0.4615
Rule-base	TP	FP	FN	Correct answer
polymethylhydrosiloxane	1	0	0	polymethylhydrosiloxane
P1	1	0	0	P1
LCPs	0	1	0	_
polysiloxane	1	0	0	polysiloxane
POM	0	1	0	_
Polymethylhydrosiloxane	1	0	0	Polymethylhydrosiloxane
PMHS	1	0	0	PMHS
WH-90PFT	0	1	0	_
P3	1	0	0	P3
LCP	0	1	0	_
_	0	0	1	P2 - P7
_	0	0	1	P1 − P7
_	0	0	1	P2
_	0	0	1	P4
_	0	0	1	P5
_	0	0	1	P6
_	0	0	1	P7
_	0	0	1	P1 - P7
_	0	0	1	P1 - P5
_	0	0	1	P3 - P5

DOI:10.1007/s10973-006-7891-9
TP = 8, FP = 7, FN = 11 / prec = 0.5333, recall = 0.4211, F = 0.4706
Rule-base	TP	FP	FN	Correct answer
Polypropylene	1	0	0	Polypropylene
PP	1	0	0	PP
polypropylene	1	0	0	polypropylene
HP400R	0	1	0	_
POLYPROPYLENE-CARBON	1	0	0	POLYPROPYLENE-CARBON
COMPOSITES	0	1	0	_
melt-blended polypropylene	0	1	0	_
PP-MWNT	1	0	0	PP-MWNT
pure PP	0	1	0	_
PP-CNT	1	0	0	PP-CNT
PP-DWNT	1	0	0	PP-DWNT
polymorph	1	0	0	polymorph
PAT 2005	0	1	0	_
pure polypropylene	0	1	0	_
PP-3	0	1	0	_
_	0	0	1	Moplen HP400R
_	0	0	1	polypropylene composites
_	0	0	1	PP HP400R
_	0	0	1	PP +1 % MWNT
_	0	0	1	PP +3 % MWNT
_	0	0	1	PP +1 % DWNT
_	0	0	1	PP +3 % DWNT
_	0	0	1	POLYPROPYLENE-CARBON NANOTUBE
_	0	0	1	PP HP400R +3 % DWNT
_	0	0	1	PP HP400R +3 % MWNT
_	0	0	1	PP-3 % MWNT

DOI:10.1007/s10853-006-0630-6
TP = 13, FP = 2, FN = 21 / prec = 0.8667, recall = 0.3824, F = 0.5306
Rule-base	TP	FP	FN	Correct answer
EVA	1	0	0	EVA
functionalized polyethylene	1	0	0	functionalized polyethylene
polyethylene	1	0	0	polyethylene
PE	1	0	0	PE
PE/MH	1	0	0	PE/MH
polypropylene	1	0	0	polypropylene
PP	1	0	0	PP
PP-gAA	1	0	0	PP-gAA
PP/ATH	1	0	0	PP/ATH
PP-g-AA	1	0	0	PP-g-AA
modified PP	1	0	0	modified PP
LLDPE-g-MAH	1	0	0	LLDPE-g-MAH
polypropylene/magnesium	0	1	0	_
ethylene vinyl acetate copolymer	1	0	0	ethylene vinyl acetate copolymer
Polym-plast	0	1	0	_
_	0	0	1	EVA/alumina trihydrate
_	0	0	1	EVA/ATH
_	0	0	1	EVA composites
_	0	0	1	104a - d
_	0	0	1	104c
_	0	0	1	104d
_	0	0	1	104a
_	0	0	1	104c - d
_	0	0	1	104b
_	0	0	1	107d
_	0	0	1	111d
_	0	0	1	104e
_	0	0	1	107e
_	0	0	1	111e
_	0	0	1	EVA composites with OL104 ATH
_	0	0	1	104a - 104d
_	0	0	1	EVA composites with untreated ATH
_	0	0	1	functionalized polyethylene combined with DCP and the silane coupling agent
_	0	0	1	polypropylene/magnesium hydroxide
_	0	0	1	104a-104d
_	0	0	1	EVA composites with 57.5 % ATH

DOI:Iran.Polym.J._2006_15(6)_505-513
TP = 5, FP = 34, FN = 16 / prec = 0.1282, recall = 0.2381, F = 0.1667
Rule-base	TP	FP	FN	Correct answer
Copolycyanurates	0	1	0	_
copolyamides	0	1	0	_
EAPCCT	0	1	0	_
PPDA	0	1	0	_
DADPA	0	1	0	_
DADPSA	1	0	0	DADPSA
EDA+DADPSA	0	1	0	_
A	0	1	0	_
polyamides	0	1	0	_
polyamide	0	1	0	_
polycyanurates	0	1	0	_
copolycyanurates	0	1	0	_
PPDA+DADPA	0	1	0	_
PPDA+DADPSA	0	1	0	_
PPDA+DADPS	0	1	0	_
DADPM	0	1	0	_
EDA+DADPA	0	1	0	_
EDA+DADPS	1	0	0	EDA+DADPS
EDA+DADPM	0	1	0	_
Copolyamides	0	1	0	_
al.Copolycyanurates	0	1	0	_
copolyamide	0	1	0	_
DADPS	0	1	0	_
PPDA+DADPM	0	1	0	_
EACPT	0	1	0	_
PA	1	0	0	PA
Copolyamide	0	1	0	_
homopolyamide	0	1	0	_
PADADPSA	1	0	0	PADADPSA
hompolyamide	0	1	0	_
PPDA+DADP	0	1	0	_
T0	0	1	0	_
Step-II	0	1	0	_
polyamides ,	0	1	0	_
copolyesters	0	1	0	_
Polyimides	0	1	0	_
Polyamides	0	1	0	_
homopolyesters	0	1	0	_
polypyromellitimides	1	0	0	polypyromellitimides
_	0	0	1	PA ( PPDA+DADPSA )
_	0	0	1	PA ( PPDA+DADPM )
_	0	0	1	PA ( EDA+DADPA )
_	0	0	1	PA ( EDA+DADPS )
_	0	0	1	PA ( EDA+DADPM )
_	0	0	1	PA ( EDA+DAT )
_	0	0	1	PA ( PPDA + DADPS )
_	0	0	1	PA ( PPDA+DADPA )
_	0	0	1	PA ( PPDA+DADP )
_	0	0	1	PA ( EDA+DADPSA )
_	0	0	1	PA ( EDA + DADPS )
_	0	0	1	PA ( PPDA+DADPS )
_	0	0	1	PA ( EDA + DADPA )
_	0	0	1	PA ( PPDA + DADPM )
_	0	0	1	Copolyamide of ( PPDA+DADPA )
_	0	0	1	Copolyamide of ( EDA+DADPSA )

DOI:10.1002/jbm.a.31099
TP = 24, FP = 16, FN = 17 / prec = 0.6000, recall = 0.5854, F = 0.5926
Rule-base	TP	FP	FN	Correct answer
poly ( ethylene glycol-co-lactide )	1	0	0	poly ( ethylene glycol-co-lactide )
polylactide	1	0	0	polylactide
PLA	1	0	0	PLA
poly ( ethylene glycolco-lactide )	0	1	0	_
PELA	1	0	0	PELA
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
PEG	1	0	0	PEG
polyethylene	0	1	0	_
poly ( D-lactide )	1	0	0	poly ( D-lactide )
PDLA	1	0	0	PDLA
poly ( L-lactide )	1	0	0	poly ( L-lactide )
PLLA	1	0	0	PLLA
poly ( lactide-glycolide )	1	0	0	poly ( lactide-glycolide )
PLGA	1	0	0	PLGA
poly ( L-lactide -- co-e-caprolactone )	0	1	0	_
poly ( ethylene glycol-colactide )	0	1	0	_
PDLLA	1	0	0	PDLLA
poly ( e-caprolactone )	1	0	0	poly ( e-caprolactone )
PCL	1	0	0	PCL
copolymer of PELA involves hydrophilic and hydrophobic	0	1	0	_
Poly ( ethylene glycol )	1	0	0	Poly ( ethylene glycol )
unreacted PEG	0	1	0	_
HYDROPHILIC	0	1	0	_
ELECTROSPUN	0	1	0	_
PC	0	1	0	_
PELA12	1	0	0	PELA12
PELA16	1	0	0	PELA16
PLA1	1	0	0	PLA1
PLA2	1	0	0	PLA2
PELA6	1	0	0	PELA6
mPEG-PLA	1	0	0	mPEG-PLA
poly ( D,L-lactide )	1	0	0	poly ( D,L-lactide )
polycaprolactone	1	0	0	polycaprolactone
PP	0	1	0	_
poly ( D,L-lactidecoglycolide )	0	1	0	_
poly ( D,L-lactic acid )	0	1	0	_
linked poly ( lactic acid )	0	1	0	_
Poly ( D,L-lactide )	0	1	0	_
poly ( ethylene oxide )	0	1	0	_
block-poly ( D,L-lactide )	0	1	0	_
_	0	0	1	block copolymer of poly ( ethylene glycol-co-lactide )
_	0	0	1	polyethylene glycol
_	0	0	1	poly ( L-lactide - co-e-caprolactone )
_	0	0	1	P ( LLA-CL )
_	0	0	1	collagen
_	0	0	1	PELA-triblock copolymer
_	0	0	1	monomethyl ether of PEG
_	0	0	1	PEG-diol
_	0	0	1	PELA12 copolymer with PEG content of 12 %
_	0	0	1	PELA16 copolymer with PEG content of 16 %
_	0	0	1	diblock copolymer from monomethyl ether of PEG
_	0	0	1	triblock PELA
_	0	0	1	PELA triblock copolymer
_	0	0	1	poly ( D,L-lactic acid ) - poly ( ethylene glycol ) - monomethyl ether diblock copolymers
_	0	0	1	poly ( lactic acid )
_	0	0	1	Poly ( D,L-lactide ) foams modified by poly ( ethylene oxide ) - block-poly ( D,L-lactide )
_	0	0	1	a-FGF

DOI:10.1002/polb.21180
TP = 5, FP = 13, FN = 9 / prec = 0.2778, recall = 0.3571, F = 0.3125
Rule-base	TP	FP	FN	Correct answer
PARÍS ,	0	1	0	_
CRP	0	1	0	_
PARÍS	0	1	0	_
PMDETA	1	0	0	PMDETA
MeBrP	0	1	0	_
PC	0	1	0	_
TEMPERATURE	0	1	0	_
PAMA	1	0	0	PAMA
PBA	1	0	0	PBA
wAMAPAMA	0	1	0	_
þwBAPBA	0	1	0	_
þwAMAPAMA	0	1	0	_
PAMA-AMA ,	0	1	0	_
PAMA-BA ,	0	1	0	_
PBA-AMA	1	0	0	PBA-AMA
PBA-BA	1	0	0	PBA-BA
copolymer of AMA-BA , and therefore	0	1	0	_
CAB	0	1	0	_
_	0	0	1	P ( AMA-co-BA )
_	0	0	1	P ( AMA )
_	0	0	1	P ( MMA )
_	0	0	1	P ( AMA-CO-BA )
_	0	0	1	P ( AMAco-BA )
_	0	0	1	P ( BA )
_	0	0	1	PAMA-AMA
_	0	0	1	PAMA-BA
_	0	0	1	copolymer of AMA-BA

DOI:10.1016/j.apsusc.2006.03.004
TP = 6, FP = 7, FN = 5 / prec = 0.4615, recall = 0.5455, F = 0.5000
Rule-base	TP	FP	FN	Correct answer
polypyrrole/nano-Y	0	1	0	_
polypyrrole	1	0	0	polypyrrole
pure polypyrrole	0	1	0	_
Polypyrrole	1	0	0	Polypyrrole
PPy	1	0	0	PPy
encapsulated PPy	0	1	0	_
pure PPy	0	1	0	_
PHI-550	0	1	0	_
PPy/nanoY2O3	1	0	0	PPy/nanoY2O3
PPy/Y2O3	1	0	0	PPy/Y2O3
JCPD	0	1	0	_
prepared PPy	0	1	0	_
doped PPy	1	0	0	doped PPy
_	0	0	1	polypyrrole/nano-Y 2O3
_	0	0	1	PPy / nano-Y2O3
_	0	0	1	nanoY2O3 encapsulated PPy
_	0	0	1	PPy/nano-Y 2O3
_	0	0	1	PPy.the

DOI:Iran.J.Chem.Chem.Eng._2006_25_2_11
TP = 10, FP = 6, FN = 25 / prec = 0.6250, recall = 0.2857, F = 0.3922
Rule-base	TP	FP	FN	Correct answer
copolymer of styrene -- acrylic	0	1	0	_
polyacrylic	0	1	0	_
polystyrene	1	0	0	polystyrene
copolymer of styreneacrylic acid and their	0	1	0	_
K	0	1	0	_
copolymer	0	1	0	_
ST/AA copolymer	1	0	0	ST/AA copolymer
ST/NaA copolymer	1	0	0	ST/NaA copolymer
ST/KA copolymer	1	0	0	ST/KA copolymer
acid/styrene copolymer	1	0	0	acid/styrene copolymer
poly ( acrylic acid )	1	0	0	poly ( acrylic acid )
polyacrylates	1	0	0	polyacrylates
Poly ( acrylic acid )	1	0	0	Poly ( acrylic acid )
Polyesters	0	1	0	_
Polycarbonates	1	0	0	Polycarbonates
Poly ( trimethylene carbonate )	1	0	0	Poly ( trimethylene carbonate )
_	0	0	1	copolymer of styrene - acrylic acid
_	0	0	1	styrene-acrylic acid salts copolymers
_	0	0	1	polyacrylic acid
_	0	0	1	copolymer of styreneacrylic acid
_	0	0	1	copolymers of styrene-methacrylic acid
_	0	0	1	copolymers of styrene-acrylic acid salts ( Na and K )
_	0	0	1	styrene acrylic acid copolymer
_	0	0	1	polyacrylic acid salts
_	0	0	1	styrene-acrylic acid salt copolymers
_	0	0	1	styrene-acrylic acid copolymer
_	0	0	1	Styrene-acrylic acid copolymer
_	0	0	1	styrene-acrylic acid salt copolymer
_	0	0	1	ST/NaA
_	0	0	1	ST/KA
_	0	0	1	ST/KA ionomers
_	0	0	1	ST/AA salt copolymer
_	0	0	1	styrenepotassium acrylate copolymer
_	0	0	1	styreneacrylic acid copolymer
_	0	0	1	potassium salts of styreneacrylic acid copolymer
_	0	0	1	styreneacrylic acid salts copolymer
_	0	0	1	Styrene-acrylic Acid Copolymer
_	0	0	1	Phenyl MethacrylateStyrene Copolymers
_	0	0	1	Phenyl MethacrylateStyrene Copolymers with Aluminium Ethoxide
_	0	0	1	Copolymers of Styrene with Dicarboxylic Acid
_	0	0	1	Ethylene Vinyl Acetate Copolymer

DOI:10.1016/j.jpowsour.2006.09.011
TP = 5, FP = 4, FN = 29 / prec = 0.5556, recall = 0.1471, F = 0.2326
Rule-base	TP	FP	FN	Correct answer
PVdF -- PVC	0	1	0	_
PVdF	1	0	0	PVdF
PVC	1	0	0	PVC
PEO	1	0	0	PEO
PAN ,	0	1	0	_
PMMA	1	0	0	PMMA
pure PVdF	0	1	0	_
polyer	0	1	0	_
PPO	1	0	0	PPO
_	0	0	1	PVdF - PVC based polymer blend
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 8 wt % )
_	0	0	1	PAN
_	0	0	1	PVdF - PVC
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 4 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 6 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 8 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 10 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4 ( 12 )
_	0	0	1	PVdF - PVC polymer blend
_	0	0	1	PVdF 80 ) - PVC ( 20 ) - LiBF4
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4 ( 4 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4 ( 6 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4 ( 8 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4 ( 10 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF ( 4 )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF ( 6 )
_	0	0	1	PVdF ( 80 ) - PVC 20 ) - LiBF4 ( 12 )
_	0	0	1	PVdF ( 80 ) - PVC 20 ) - LiClO4 ( 8 )
_	0	0	1	PVdF ( 80 ) - PVC 20 ) - LiClO4 ( 12 )
_	0	0	1	PVdF ( 80 ) - PVC 20 ) - LiClO4 ( 8 wt % )
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiBF4
_	0	0	1	PVdF ( 80 ) - PVC 20 ) - LiClO4
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - 8 % of LiBF4
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - 8 % of LiClO4
_	0	0	1	PVdF - PVC - Li salt
_	0	0	1	PVdF ( 80 ) - PVC ( 20 ) - LiClO4 ( 8 wt % )
_	0	0	1	PVdF - PVC with LiBF4

DOI:10.1016/j.apsusc.2006.01.084
TP = 18, FP = 15, FN = 6 / prec = 0.5455, recall = 0.7500, F = 0.6316
Rule-base	TP	FP	FN	Correct answer
polyhydroxybutyrate	1	0	0	polyhydroxybutyrate
PLD	0	1	0	_
PHB	1	0	0	PHB
deposited PHB	0	1	0	_
PACS	0	1	0	_
Polyhydroxybutyrate	1	0	0	Polyhydroxybutyrate
polyethylene	1	0	0	polyethylene
polycarbonate	1	0	0	polycarbonate
polylactideco-glycolide	1	0	0	polylactideco-glycolide
PLGA	1	0	0	PLGA
poly-methyl	0	1	0	_
PMMA	1	0	0	PMMA
PEG	1	0	0	PEG
polyanilin	1	0	0	polyanilin
PBT	1	0	0	PBT
polytetrafluoroethylene	1	0	0	polytetrafluoroethylene
PTFE	1	0	0	PTFE
Polyhydroxyalkanoates	1	0	0	Polyhydroxyalkanoates
PHA	1	0	0	PHA
polyester	0	1	0	_
discovered polyhydroxybutyrate	0	1	0	_
PHAs	1	0	0	PHAs
polyglycolic	0	1	0	_
PGA	1	0	0	PGA
polylactic	0	1	0	_
PLA	1	0	0	PLA
polylactic-co-glycolic	0	1	0	_
TWINAMP	0	1	0	_
studied polyester	0	1	0	_
prepared PHB	0	1	0	_
analysed PHB	0	1	0	_
pressed PHB	0	1	0	_
NKFP	0	1	0	_
_	0	0	1	poly-methyl methacrylate
_	0	0	1	polyethylene glycol
_	0	0	1	PHB-based copolymers
_	0	0	1	polyglycolic acid
_	0	0	1	polylactic acid
_	0	0	1	polylactic-co-glycolic acid

DOI:10.1039/b616816g
TP = 8, FP = 8, FN = 1 / prec = 0.5000, recall = 0.8889, F = 0.6400
Rule-base	TP	FP	FN	Correct answer
polyaniline	1	0	0	polyaniline
Polyaniline	1	0	0	Polyaniline
PANI	1	0	0	PANI
PANI ,19	0	1	0	_
2Pz	1	0	0	2Pz
coupled poly ( 1,4-phenylene oxide )	0	1	0	_
neutralized PANI	1	0	0	neutralized PANI
APEX	0	1	0	_
SAINT-Plus	0	1	0	_
P1̄	0	1	0	_
i-Pr	0	1	0	_
acidified PANI	1	0	0	acidified PANI
as-prepared polyaniline	0	1	0	_
poly ( 1,4-phenylene oxide )	1	0	0	poly ( 1,4-phenylene oxide )
Polypyrazolylborate	1	0	0	Polypyrazolylborate
Polyhedron	0	1	0	_
_	0	0	1	stereo-regular C - O coupled poly ( 1,4-phenylene oxide )

DOI:10.1016/j.apsusc.2006.01.068
TP = 20, FP = 3, FN = 13 / prec = 0.8696, recall = 0.6061, F = 0.7143
Rule-base	TP	FP	FN	Correct answer
1107 -- 1110Synthesis of styrene -- maleic anhydride copolymer	0	1	0	_
polyethylene	1	0	0	polyethylene
styrene -- maleic anhydride copolymer	0	1	0	_
SMA	1	0	0	SMA
HDPE	1	0	0	HDPE
Polyethylene	1	0	0	Polyethylene
PE	1	0	0	PE
Styrene -- maleic anhydride copolymer	0	1	0	_
POD	1	0	0	POD
PTD	1	0	0	PTD
styrene maleic anhydride copolymer	1	0	0	styrene maleic anhydride copolymer
Esterified SMA	1	0	0	Esterified SMA
polystyrene	1	0	0	polystyrene
hemi-esterified SMA	1	0	0	hemi-esterified SMA
esterified SMA	1	0	0	esterified SMA
HDPE/PO1	1	0	0	HDPE/PO1
HDPE/PO2	1	0	0	HDPE/PO2
HDPE/PTD1	1	0	0	HDPE/PTD1
HDPE/PTD2	1	0	0	HDPE/PTD2
HDPE/PTD4	1	0	0	HDPE/PTD4
HDPE/POD1	1	0	0	HDPE/POD1
HDPE/POD2	1	0	0	HDPE/POD2
HDPE/POD4	1	0	0	HDPE/POD4
_	0	0	1	styrene - maleic anhydride copolymer esters
_	0	0	1	styrene - maleic anhydride copolymer
_	0	0	1	high density polyethylene
_	0	0	1	Styrene - maleic anhydride copolymer
_	0	0	1	octadecyl SMA ester
_	0	0	1	tetradecyl SMA ester
_	0	0	1	octyl SMA ester
_	0	0	1	PO
_	0	0	1	HDPE 8910
_	0	0	1	SMA 1000P
_	0	0	1	esterified-SMA
_	0	0	1	SMA esters
_	0	0	1	HDPE/PO4

DOI:10.1007/s10853-006-1411-y
TP = 4, FP = 7, FN = 2 / prec = 0.3636, recall = 0.6667, F = 0.4706
Rule-base	TP	FP	FN	Correct answer
poly - ( R )	0	1	0	_
poly [ ( R ) -3 - hydroxybutyrate ]	1	0	0	poly [ ( R ) -3 - hydroxybutyrate ]
PHB	1	0	0	PHB
polyester	0	1	0	_
irradiated PHB	1	0	0	irradiated PHB
HPLC	0	1	0	_
used polystyrene	0	1	0	_
pure PHB	0	1	0	_
nonirradiated PHB	1	0	0	nonirradiated PHB
PA	0	1	0	_
polyesters	0	1	0	_
_	0	0	1	poly - ( R ) -3 - hydroxybutyrate
_	0	0	1	polystyrene

DOI:10.1007/s10904-006-9056-5
TP = 7, FP = 7, FN = 14 / prec = 0.5000, recall = 0.3333, F = 0.4000
Rule-base	TP	FP	FN	Correct answer
polyacrylamide	1	0	0	polyacrylamide
PAA	1	0	0	PAA
DPX-400	0	1	0	_
WPA	0	1	0	_
Polyacrylamide	1	0	0	Polyacrylamide
NP-900	0	1	0	_
PAA-SB-Cl	1	0	0	PAA-SB-Cl
PAA-SB-Me	1	0	0	PAA-SB-Me
Polyacrylamide-Schiff	0	1	0	_
PAASB-Me	0	1	0	_
PAA-SB-M	0	1	0	_
PAA-SBMe	1	0	0	PAA-SBMe
PAA ,	0	1	0	_
PAA-SB	1	0	0	PAA-SB
_	0	0	1	PAA-Schiff Bases
_	0	0	1	[ ( C26H36O7N6 ) ] 4
_	0	0	1	Co ( PAA-SB-Cl )
_	0	0	1	Co ( PAA-SB-Me )
_	0	0	1	Ni ( PAA-SB-Cl )
_	0	0	1	Ni ( PAA-SB-Me )
_	0	0	1	Polyacrylamide-Schiff bases
_	0	0	1	PAA-Schiff base
_	0	0	1	PAA-Schiff bases
_	0	0	1	Ni ( PAASB-Me )
_	0	0	1	[ ( PAA-SB-M ) Cl2 ] n
_	0	0	1	( PAA-SB-M ) n +2
_	0	0	1	Ni [ PAA-SB-Cl ]
_	0	0	1	Ni

DOI:10.1163/156855406777408502
TP = 12, FP = 8, FN = 11 / prec = 0.6000, recall = 0.5217, F = 0.5581
Rule-base	TP	FP	FN	Correct answer
POLYTECHNIC	0	1	0	_
PUBLICATIONS	0	1	0	_
PROFILE	0	1	0	_
polyethylene	1	0	0	polyethylene
EPR	0	1	0	_
SHMPE	1	0	0	SHMPE
LDPE	1	0	0	LDPE
polypropylene	0	1	0	_
iPP	1	0	0	iPP
polymethylmetacrylate	1	0	0	polymethylmetacrylate
PMMA	1	0	0	PMMA
polystyrene	1	0	0	polystyrene
PS	1	0	0	PS
copolymer of styrene ( ST ) and methylmethacrylate	0	1	0	_
SHPE	1	0	0	SHPE
pure SHMPE	0	1	0	_
PP	1	0	0	PP
PE	1	0	0	PE
copolymer of ST and MMA and 85	0	1	0	_
poly-methyl-methacrylate	1	0	0	poly-methyl-methacrylate
_	0	0	1	superhighmolecular polyethylene
_	0	0	1	superhighmolecular polyethylene + Y1Ba2Cu3O7 − x ceramic
_	0	0	1	isotactic polypropylene
_	0	0	1	SHPE composites
_	0	0	1	SHMPE ceramic composite
_	0	0	1	composites of Y1Ba2Cu3O6 ,97 with SHMPE
_	0	0	1	SHMPE + Y1Ba2Cu3O6 ,97 composites
_	0	0	1	composites of SHMPE and Y1Ba2Cu3O6 ,97 ceramics
_	0	0	1	polymer - ceramic composites with SHMPE
_	0	0	1	copolymer of ST and MMA
_	0	0	1	SC polymer - ceramic composites based on SHPE

DOI:10.1007/s10853-006-0230-5
TP = 6, FP = 5, FN = 12 / prec = 0.5455, recall = 0.3333, F = 0.4138
Rule-base	TP	FP	FN	Correct answer
polylactide/perlite	1	0	0	polylactide/perlite
polylactide/montmorillonite	0	1	0	_
polylactide	1	0	0	polylactide
PLA	1	0	0	PLA
pure PLA	0	1	0	_
Polylactide	1	0	0	Polylactide
polyester	0	1	0	_
polyesters	0	1	0	_
PLA/MMT	1	0	0	PLA/MMT
PLA/LDH	0	1	0	_
MMT/PLA	1	0	0	MMT/PLA
_	0	0	1	polylactide/montmorillonite composites
_	0	0	1	PLA/montmorillonite
_	0	0	1	PLA/inorganic
_	0	0	1	PLA composites with MMT
_	0	0	1	PLA/perlite
_	0	0	1	PLA/MMT composites
_	0	0	1	PLA/LDH composite
_	0	0	1	PLA/perlite composites
_	0	0	1	PLA / MMT
_	0	0	1	PLA/MMT composite
_	0	0	1	PLA / perlite composites
_	0	0	1	perlite / PLA

DOI:10.1063/1.2728898
TP = 14, FP = 7, FN = 3 / prec = 0.6667, recall = 0.8235, F = 0.7368
Rule-base	TP	FP	FN	Correct answer
poly ( methylmethacrylate )	1	0	0	poly ( methylmethacrylate )
PMMA	1	0	0	PMMA
PVT	0	1	0	_
polystyrene	1	0	0	polystyrene
PS	1	0	0	PS
polypropylene	0	1	0	_
PPG	1	0	0	PPG
methyl-terminated PPG	1	0	0	methyl-terminated PPG
polydimethylsiloxane9	1	0	0	polydimethylsiloxane9
PDMS	1	0	0	PDMS
polyphenylmethylsiloxane	1	0	0	polyphenylmethylsiloxane
PMPS	1	0	0	PMPS
1,4-polybutadiene	1	0	0	1,4-polybutadiene
PTg	0	1	0	_
hydrogen-terminated PMMA	1	0	0	hydrogen-terminated PMMA
ESPEC	0	1	0	_
pF/m	0	1	0	_
polychlorinated	1	0	0	polychlorinated
polyvinylacetate	1	0	0	polyvinylacetate
PRIN	0	1	0	_
PA ,	0	1	0	_
_	0	0	1	polypropylene glycol
_	0	0	1	high Mw PMMA
_	0	0	1	polychlorinated biphenyls

DOI:10.1007/s00396-006-1630-4
TP = 12, FP = 2, FN = 4 / prec = 0.8571, recall = 0.7500, F = 0.8000
Rule-base	TP	FP	FN	Correct answer
chitosan/poly ( vinyl alcohol )	1	0	0	chitosan/poly ( vinyl alcohol )
chitosan	1	0	0	chitosan
poly ( vinyl alcohol )	1	0	0	poly ( vinyl alcohol )
PVA	1	0	0	PVA
chitosan / PVA	1	0	0	chitosan / PVA
Chitosan	1	0	0	Chitosan
Poly ( vinyl alcohol )	1	0	0	Poly ( vinyl alcohol )
3 -- 7 ] . Chitosan , a copolymer	0	1	0	_
chitin	1	0	0	chitin
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
PEO	1	0	0	PEO
polysulfone	1	0	0	polysulfone
Chitosan / PVA	1	0	0	Chitosan / PVA
PP	0	1	0	_
_	0	0	1	chitosan/PVA
_	0	0	1	copolymer of glucosamine and N-acetyglucosamine
_	0	0	1	Chitosan/PVA
_	0	0	1	chitosan/PVAwas

DOI:10.1016/j.compscitech.2005.12.013
TP = 2, FP = 7, FN = 8 / prec = 0.2222, recall = 0.2000, F = 0.2105
Rule-base	TP	FP	FN	Correct answer
polydisulfide/expanded	0	1	0	_
polydisulfide/EG	1	0	0	polydisulfide/EG
PEMFC	0	1	0	_
polydisulfides	0	1	0	_
polydisulfide	0	1	0	_
polydis3	0	1	0	_
CDP	0	1	0	_
polydisulfide/graphite	1	0	0	polydisulfide/graphite
polydisulfide/50	0	1	0	_
_	0	0	1	aromatic polydisulfide/expanded graphite
_	0	0	1	aromatic polydisulfide/EG
_	0	0	1	Aromatic polydisulfides
_	0	0	1	aromatic polydisulfide
_	0	0	1	Aromatic polydisulfide/EG
_	0	0	1	aromatic polydisulfide / EG
_	0	0	1	aromatic polydisulfide/50 wt % graphite nanosheets
_	0	0	1	aromatic polydisulfide/50 wt % EG

DOI:Iran.Polym.J._2006_15(5)_433-439
TP = 8, FP = 4, FN = 4 / prec = 0.6667, recall = 0.6667, F = 0.6667
Rule-base	TP	FP	FN	Correct answer
LLDPE/ZrO2	1	0	0	LLDPE/ZrO2
polyethylene	1	0	0	polyethylene
LLDPE	1	0	0	LLDPE
FSP	0	1	0	_
nanoZrO2-filled LLDPE	1	0	0	nanoZrO2-filled LLDPE
nano-ZrO2-filled LLDPE	1	0	0	nano-ZrO2-filled LLDPE
pure LLDPE	0	1	0	_
PE	1	0	0	PE
ethylene/1-octene copolymer	0	1	0	_
LLDPE/nano-SiO	1	0	0	LLDPE/nano-SiO
filled polyethylene/phlogopite	0	1	0	_
PMMA	1	0	0	PMMA
_	0	0	1	linear low-density polyethylene
_	0	0	1	ethylene/1-octene copolymer obtained with the nano-ZrO2-filled LLDPE
_	0	0	1	sago-starch filled linear low-density polyethylene
_	0	0	1	Highly filled polyethylene/phlogopite

DOI:10.1063/1.2718867
TP = 3, FP = 5, FN = 10 / prec = 0.3750, recall = 0.2308, F = 0.2857
Rule-base	TP	FP	FN	Correct answer
EBA	1	0	0	EBA
SBR	1	0	0	SBR
PERMITTIVITY	0	1	0	_
rubber/polypyrrole	0	1	0	_
PROCEDURES	0	1	0	_
filled EBA	0	1	0	_
filled SBR	1	0	0	filled SBR
CEIDP	0	1	0	_
_	0	0	1	carbon black filled ethylene butylacrylate copolymer
_	0	0	1	ethylene butylacrylate copolymer
_	0	0	1	carbon black filled styrenebutadiene rubber
_	0	0	1	silicone rubber/polypyrrole
_	0	0	1	EBA copolymer filled with acetylene carbon black
_	0	0	1	carbon black filled EBA copolymer
_	0	0	1	carbon black N347-grade filled SBR
_	0	0	1	EAB copolymer
_	0	0	1	EAB
_	0	0	1	carbon black filled SBR

DOI:10.1016/j.jpcs.2006.05.003
TP = 1, FP = 3, FN = 3 / prec = 0.2500, recall = 0.2500, F = 0.2500
Rule-base	TP	FP	FN	Correct answer
poly-butyl	0	1	0	_
PBMA	1	0	0	PBMA
CpDp	0	1	0	_
pure PBMA	0	1	0	_
_	0	0	1	poly-butyl methacrylate
_	0	0	1	cp + pbma
_	0	0	1	pbma

DOI:10.1002/pola.21949
TP = 32, FP = 24, FN = 10 / prec = 0.5714, recall = 0.7619, F = 0.6531
Rule-base	TP	FP	FN	Correct answer
Poly ( L-lysine )	1	0	0	Poly ( L-lysine )
graft-Polyesters	0	1	0	_
poly ( L-lysine )	1	0	0	poly ( L-lysine )
polyesters	0	1	0	_
graft-poly ( L-lactide )	0	1	0	_
PLy-g-PLLA	1	0	0	PLy-g-PLLA
graft-poly ( e-caprolactone )	0	1	0	_
PLyg-PCL	1	0	0	PLyg-PCL
maleimido-terminated poly ( L-lactide )	1	0	0	maleimido-terminated poly ( L-lactide )
poly ( e-caprolactone )	1	0	0	poly ( e-caprolactone )
maleimido-terminated polyesters	1	0	0	maleimido-terminated polyesters
PLy-g-PCL	1	0	0	PLy-g-PCL
PLy-gPCL	1	0	0	PLy-gPCL
end-functionalized polyesters	0	1	0	_
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
ROPs	0	1	0	_
PLy	1	0	0	PLy
poly ( ecaprolactone )	1	0	0	poly ( ecaprolactone )
PCL	1	0	0	PCL
poly ( L-lactide )	1	0	0	poly ( L-lactide )
PLLA	1	0	0	PLLA
hyperbranched PLy	1	0	0	hyperbranched PLy
polyester	0	1	0	_
PDIs	0	1	0	_
HPLC	0	1	0	_
polystyrene	0	1	0	_
PLy17	1	0	0	PLy17
poly ( e-benzyloxycarbonyl-L-lysine )	1	0	0	poly ( e-benzyloxycarbonyl-L-lysine )
poly ( Zlys )	1	0	0	poly ( Zlys )
Maleimido-Terminated Poly ( L-lactide )	1	0	0	Maleimido-Terminated Poly ( L-lactide )
M-PLLA	1	0	0	M-PLLA
Maleimido-Terminated Poly ( e-caprolactone )	1	0	0	Maleimido-Terminated Poly ( e-caprolactone )
M-PCL	1	0	0	M-PCL
graft-Poly ( L-lactide )	0	1	0	_
graftPoly ( e-caprolactone )	0	1	0	_
PLy-g	1	0	0	PLy-g
unreacted M-PCL	0	1	0	_
PLyg	0	1	0	_
POLY ( L-LYSINE )	1	0	0	POLY ( L-LYSINE )
graft-POLYESTERS	0	1	0	_
End-functionalized PCL	1	0	0	End-functionalized PCL
M-PCL10	1	0	0	M-PCL10
M-PLLA8	1	0	0	M-PLLA8
obtained DPs	0	1	0	_
DPs	0	1	0	_
PLy-g-Polyester	0	1	0	_
carboxyl-terminated polyesters3	0	1	0	_
PLy-g-polyesters	0	1	0	_
maleimidoterminated polyesters	0	1	0	_
MPCL	0	1	0	_
PLy-gPLLA	1	0	0	PLy-gPLLA
PLy-g-Polyesters	1	0	0	PLy-g-Polyesters
PLy-g-polyester	1	0	0	PLy-g-polyester
conjugated PLLA	0	1	0	_
pure M-PCL	0	1	0	_
PLy-g-PCL4	1	0	0	PLy-g-PCL4
_	0	0	1	poly ( L-lysine ) - graft-poly ( e-caprolactone )
_	0	0	1	Poly ( L-lysine ) - graft-Poly ( L-lactide )
_	0	0	1	PLy-g - ( PCL ) 17
_	0	0	1	PLy-g - ( PCL ) 4
_	0	0	1	PLyg - ( PCL ) 8
_	0	0	1	PLy-g ( PCL ) 22
_	0	0	1	PLy-g - ( PLLA ) 4
_	0	0	1	PLy-g - ( PLLA ) 17
_	0	0	1	PLy-g - ( PCL ) 8
_	0	0	1	PLy-g - ( PCL ) 22

DOI:10.1002/polb.21103
TP = 20, FP = 7, FN = 8 / prec = 0.7407, recall = 0.7143, F = 0.7273
Rule-base	TP	FP	FN	Correct answer
PA6/PA66	1	0	0	PA6/PA66
polyamide 6	1	0	0	polyamide 6
PA6	1	0	0	PA6
polyamide 66	1	0	0	polyamide 66
PA66	1	0	0	PA66
POM	0	1	0	_
polyamide	0	1	0	_
PA66 ,6	0	1	0	_
PA615	1	0	0	PA615
MCPA6	1	0	0	MCPA6
MCPA6 / PA66	1	0	0	MCPA6 / PA66
MELT-MIXED PA6/PA66	1	0	0	MELT-MIXED PA6/PA66
i-PA6	1	0	0	i-PA6
Melt-Mixed PA6/PA66	1	0	0	Melt-Mixed PA6/PA66
PA6 ,	0	1	0	_
m-PA6	1	0	0	m-PA6
m-PA66	1	0	0	m-PA66
melt-mixed PA6/PA66	1	0	0	melt-mixed PA6/PA66
polyamides	0	1	0	_
PA1212	1	0	0	PA1212
PA66-PA6	1	0	0	PA66-PA6
PA6-PA66	1	0	0	PA6-PA66
PA66 ,	0	1	0	_
PA6/12	1	0	0	PA6/12
PA6/69 copolymer	0	1	0	_
PA12	1	0	0	PA12
mPA6	1	0	0	mPA6
_	0	0	1	monomer casting nylon-6
_	0	0	1	i-blends
_	0	0	1	Melt-mixed blends of PA6/PA66
_	0	0	1	m-blends
_	0	0	1	m-blend
_	0	0	1	PA6/69
_	0	0	1	i-blend containing 12 wt % PA66
_	0	0	1	m-blend containing 12 wt % PA66

DOI:10.1016/j.memsci.2007.04.013
TP = 3, FP = 14, FN = 10 / prec = 0.1765, recall = 0.2308, F = 0.2000
Rule-base	TP	FP	FN	Correct answer
PA	0	1	0	_
cellulose	0	1	0	_
USP	0	1	0	_
API	0	1	0	_
Cellulose	0	1	0	_
HPLC	0	1	0	_
Au/Pd	0	1	0	_
SR8-Plus	0	1	0	_
RP8	0	1	0	_
polyer	0	1	0	_
VIPS	0	1	0	_
IPS	0	1	0	_
polyers	0	1	0	_
PLGA	1	0	0	PLGA
poly ( vinylpyrrolidone )	1	0	0	poly ( vinylpyrrolidone )
PPO	1	0	0	PPO
NPL	0	1	0	_
_	0	0	1	cellulose acetate
_	0	0	1	CA
_	0	0	1	naproxen/CA
_	0	0	1	Cellulose acetate
_	0	0	1	CA/acetone/naproxen
_	0	0	1	naproxen - CA - acetone
_	0	0	1	CA/acetone/water
_	0	0	1	CA-rich
_	0	0	1	CA/acetone
_	0	0	1	cellulose derivative

DOI:10.1007/s10973-006-7596-0
TP = 8, FP = 13, FN = 4 / prec = 0.3810, recall = 0.6667, F = 0.4848
Rule-base	TP	FP	FN	Correct answer
polyester	0	1	0	_
PPT/PET	1	0	0	PPT/PET
PPT/PBT	1	0	0	PPT/PBT
pure polyester	0	1	0	_
PPT	1	0	0	PPT
PET	1	0	0	PET
PBT	1	0	0	PBT
COMPARISON	0	1	0	_
POLYESTER	0	1	0	_
polypropylene	0	1	0	_
polyethylene	0	1	0	_
polybutylene	0	1	0	_
PET/PPT	1	0	0	PET/PPT
PBT/PPT	1	0	0	PBT/PPT
pure PPT	0	1	0	_
copolyesters	0	1	0	_
Polyester	0	1	0	_
pure PBT	0	1	0	_
pure PET	0	1	0	_
polyesters	0	1	0	_
LLDPE	1	0	0	LLDPE
_	0	0	1	polypropylene terephthalate
_	0	0	1	polyethylene terephthalate
_	0	0	1	polybutylene terephthalate
_	0	0	1	blends of PPT with PET

DOI:10.1002/pola.21943
TP = 45, FP = 5, FN = 5 / prec = 0.9000, recall = 0.9000, F = 0.9000
Rule-base	TP	FP	FN	Correct answer
Poly [ 3 - ( 4-alkoxyphenyl ) thiophene ]	1	0	0	Poly [ 3 - ( 4-alkoxyphenyl ) thiophene ]
GIUSEPPINA	1	0	0	GIUSEPPINA
poly [ 3 - ( 4-alcoxyphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-alcoxyphenyl ) thiophene ]
synthesized polythiophenes	0	1	0	_
polythiophenes	1	0	0	polythiophenes
Polythiophenes	1	0	0	Polythiophenes
poly [ 3 - ( 4-alkylphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-alkylphenyl ) thiophene ]
polythiophenic	1	0	0	polythiophenic
poly [ 3 - ( 4-octylphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-octylphenyl ) thiophene ]
poly ( 3-hexylthiophene )	1	0	0	poly ( 3-hexylthiophene )
poly ( 3-alkoxythiophene )	1	0	0	poly ( 3-alkoxythiophene )
poly [ 2 - ( 4-methoxyphenyl ) thiophene ]	1	0	0	poly [ 2 - ( 4-methoxyphenyl ) thiophene ]
POLY [ 3 - ( 4-ALKOXYPHENYL ) THIOPHENE ]	1	0	0	POLY [ 3 - ( 4-ALKOXYPHENYL ) THIOPHENE ]
P6700	0	1	0	_
GPC/HPLC	0	1	0	_
polystyrene	1	0	0	polystyrene
PB	1	0	0	PB
poly [ 3 - ( 4-butyloxyphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-butyloxyphenyl ) thiophene ]
PB-IV	1	0	0	PB-IV
PH-II	1	0	0	PH-II
PO-VII	1	0	0	PO-VII
PO-VI	1	0	0	PO-VI
PM-I	1	0	0	PM-I
poly ( 3-substituted )	1	0	0	poly ( 3-substituted )
poly ( 3-alkylthiophene )	1	0	0	poly ( 3-alkylthiophene )
HT-PATs	1	0	0	HT-PATs
HTPATs	1	0	0	HTPATs
PB-III	1	0	0	PB-III
PB-I	1	0	0	PB-I
PH-I	1	0	0	PH-I
PB-II	1	0	0	PB-II
PO-I	1	0	0	PO-I
PO-II	1	0	0	PO-II
PO-III	1	0	0	PO-III
PO-IV	1	0	0	PO-IV
PO-V	1	0	0	PO-V
PO-VId	1	0	0	PO-VId
PO-VIs	1	0	0	PO-VIs
poly [ 3 - ( 4alkylphenyl ) thiophene ]	0	1	0	_
polyalkylfurans	1	0	0	polyalkylfurans
3-substituted polythiophenes	1	0	0	3-substituted polythiophenes
poly [ 3 - ( 4-dodecylphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-dodecylphenyl ) thiophene ]
poly [ 3 - ( 4-alkoxyphenyl ) thiophene ]	1	0	0	poly [ 3 - ( 4-alkoxyphenyl ) thiophene ]
synthesized poly [ 3 - ( 4-octyloxyphenyl ) thiophene ]	0	1	0	_
polythiophene	1	0	0	polythiophene
poly ( 3-alkyloxythiophene )	1	0	0	poly ( 3-alkyloxythiophene )
3-ether-substituted polythiophenes	1	0	0	3-ether-substituted polythiophenes
poly ( 3-alkoxy-4-methylthiophene )	1	0	0	poly ( 3-alkoxy-4-methylthiophene )
undoped PB-IV	1	0	0	undoped PB-IV
FeCl3-doped PB-IV	1	0	0	FeCl3-doped PB-IV
_	0	0	1	PM
_	0	0	1	PH
_	0	0	1	PO
_	0	0	1	poly ( 3-substituted ) thiophenes
_	0	0	1	poly [ 3 - ( 4-octyloxyphenyl ) thiophene ]

DOI:10.1021/la070179s
TP = 14, FP = 8, FN = 5 / prec = 0.6364, recall = 0.7368, F = 0.6829
Rule-base	TP	FP	FN	Correct answer
Polysiloxane-Based	0	1	0	_
polysiloxanes	0	1	0	_
cellulose	1	0	0	cellulose
LCPs	0	1	0	_
polyols	0	1	0	_
polysiloxane	0	1	0	_
poly ( methylhydrogeno )	0	1	0	_
PMHS	1	0	0	PMHS
POM	1	0	0	POM
Chitin	1	0	0	Chitin
P1P7	0	1	0	_
P4	1	0	0	P4
H2PtCl6/THF	0	1	0	_
P1-P7	1	0	0	P1-P7
P1	1	0	0	P1
P7	1	0	0	P7
P3	1	0	0	P3
P5	1	0	0	P5
Polysiloxane	1	0	0	Polysiloxane
P2-P7	1	0	0	P2-P7
P1-P3	1	0	0	P1-P3
P4-P7	1	0	0	P4-P7
_	0	0	1	Polysiloxane-Based Polymers
_	0	0	1	polypeptides
_	0	0	1	poly ( methylhydrogeno ) siloxane
_	0	0	1	P2
_	0	0	1	P6

DOI:10.1002/pola.21926
TP = 35, FP = 23, FN = 16 / prec = 0.6034, recall = 0.6863, F = 0.6422
Rule-base	TP	FP	FN	Correct answer
Saturated Poly ( ester amide )	0	1	0	_
unsaturated poly ( ester amide )	1	0	0	unsaturated poly ( ester amide )
UPEAs	1	0	0	UPEAs
saturated poly ( ester amide )	1	0	0	saturated poly ( ester amide )
unsaturated/saturated poly ( ester amide )	0	1	0	_
USPEAs	1	0	0	USPEAs
USPEA	1	0	0	USPEA
pure UPEA	1	0	0	pure UPEA
obtained USPEA	0	1	0	_
poly ( ester amide )	1	0	0	poly ( ester amide )
PEAs	1	0	0	PEAs
polyamides	0	1	0	_
polyesters	0	1	0	_
based PEAs	0	1	0	_
UPEA	1	0	0	UPEA
crosslinked UPEA	0	1	0	_
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
PA	0	1	0	_
PB	1	0	0	PB
FAPB37	1	0	0	FAPB37
PEA	1	0	0	PEA
FPB	1	0	0	FPB
SPB	1	0	0	SPB
APB	1	0	0	APB
PB37	0	1	0	_
PB55	0	1	0	_
PB73	0	1	0	_
SATURATED POLY ( ESTER AMIDE )	1	0	0	SATURATED POLY ( ESTER AMIDE )
USPEA37	1	0	0	USPEA37
dried USPEA37	0	1	0	_
synthesized USPEAs	0	1	0	_
FSuPB	1	0	0	FSuPB
FAPB	1	0	0	FAPB
FSPB	1	0	0	FSPB
SuPB	1	0	0	SuPB
synthesized USPEA	0	1	0	_
FSuPB37	1	0	0	FSuPB37
FSuPB55	1	0	0	FSuPB55
FSuPB73	1	0	0	FSuPB73
FAPB55	1	0	0	FAPB55
FAPB73	1	0	0	FAPB73
FSPB37	1	0	0	FSPB37
FSPB55	1	0	0	FSPB55
FSPB73	1	0	0	FSPB73
FAPBs	1	0	0	FAPBs
wFPB	0	1	0	_
ðTgÞUSPEA	0	1	0	_
wSPEAðTgÞSPEA	0	1	0	_
kwUPEAðTgÞUPEA	0	1	0	_
wSPEA	0	1	0	_
kwUPEA	0	1	0	_
wUPEA	0	1	0	_
ðTgÞSPEA	0	1	0	_
ðTgÞUPEA	0	1	0	_
saturated APB	1	0	0	saturated APB
unsaturated FPB	1	0	0	unsaturated FPB
L-Phe-based PEAs	1	0	0	L-Phe-based PEAs
glycine-based PEAs	1	0	0	glycine-based PEAs
_	0	0	1	Copolymers of Unsaturated and Saturated Poly ( ester amide )
_	0	0	1	SPEAs
_	0	0	1	unsaturated/saturated poly ( ester amide ) copolymers
_	0	0	1	USPEA copolymers
_	0	0	1	SPEA
_	0	0	1	amino acid based PEAs
_	0	0	1	Copolymers of UPEAs and SPEAs
_	0	0	1	USPEA copolymer
_	0	0	1	FSPB copolymers
_	0	0	1	FAPB copolymers
_	0	0	1	FSuPB copolymers
_	0	0	1	FAPB copolymer
_	0	0	1	USPEA Copolymers
_	0	0	1	FAPB37 copolymer
_	0	0	1	FSPB37 copolymers
_	0	0	1	4-amino butyric acid based PEAs

DOI:10.1002/adfm.200600336
TP = 8, FP = 5, FN = 8 / prec = 0.6154, recall = 0.5000, F = 0.5517
Rule-base	TP	FP	FN	Correct answer
Polystyrene	1	0	0	Polystyrene
PAO	0	1	0	_
polystyrene	1	0	0	polystyrene
PS	1	0	0	PS
poly ( vinyl pyrrolidone )	1	0	0	poly ( vinyl pyrrolidone )
PVP	1	0	0	PVP
polycarbonate	1	0	0	polycarbonate
Ag/PS	1	0	0	Ag/PS
Cu/PS	1	0	0	Cu/PS
prepared PAO	0	1	0	_
PAO ,	0	1	0	_
polyol	0	1	0	_
epoxy resin	0	1	0	_
_	0	0	1	Polystyrene Composites
_	0	0	1	PS-matrix nanocomposites containing Cu nanowires
_	0	0	1	polystyrene nanocomposites
_	0	0	1	PS Nanocomposites
_	0	0	1	Ag/PS nanocomposite containing 2 vol % Ag nanowires
_	0	0	1	PS nanocomposite
_	0	0	1	PS nanocomposites
_	0	0	1	epoxy

DOI:10.1002/polb.21115
TP = 10, FP = 5, FN = 7 / prec = 0.6667, recall = 0.5882, F = 0.6250
Rule-base	TP	FP	FN	Correct answer
investigated PE/CB	0	1	0	_
PE/CB	1	0	0	PE/CB
PTC	1	0	0	PTC
PE	1	0	0	PE
polyethylene	1	0	0	polyethylene
UHMWPE	1	0	0	UHMWPE
DBP	0	1	0	_
PE/CF	1	0	0	PE/CF
PE/CNT	1	0	0	PE/CNT
COMPOSITES	0	1	0	_
LPE	1	0	0	LPE
HPE	1	0	0	HPE
carbon-polyvinylchloride	1	0	0	carbon-polyvinylchloride
showed PTC	0	1	0	_
CMC	0	1	0	_
_	0	0	1	low molecular weight PE - ultrahigh molecular weight PE - CB
_	0	0	1	low-molecular-weight polyethylene of Sumikasen G201
_	0	0	1	ultrahigh molecular weight polyethylene
_	0	0	1	Hercules 19,000 / 90,189
_	0	0	1	low molecular weight PE
_	0	0	1	ultrahigh molecular weight PE
_	0	0	1	low-molecular-weight PE

DOI:10.1002/polb.21074
TP = 20, FP = 19, FN = 9 / prec = 0.5128, recall = 0.6897, F = 0.5882
Rule-base	TP	FP	FN	Correct answer
Cellulose	1	0	0	Cellulose
Diacetate-graft-Poly ( L-lactide )	0	1	0	_
PHARR	0	1	0	_
cellulose	1	0	0	cellulose
diacetate-graft-poly ( lactide )	0	1	0	_
CDA-g-PLLAs	1	0	0	CDA-g-PLLAs
PLLA	1	0	0	PLLA
CDA-g-PLLA	1	0	0	CDA-g-PLLA
poly ( lactide )	1	0	0	poly ( lactide )
polyesters	0	1	0	_
copoly ( ester-carbonate )	1	0	0	copoly ( ester-carbonate )
meltquenched cellulose	0	1	0	_
diaceate-grafted poly ( L-lactide )	0	1	0	_
poly ( ethylene terephthalate )	1	0	0	poly ( ethylene terephthalate )
PET	1	0	0	PET
poly ( ethylene naphthalate )	1	0	0	poly ( ethylene naphthalate )
PEN	1	0	0	PEN
CDAg-PLLAs	0	1	0	_
wPLLA	0	1	0	_
CDA-g-PLLA-1	1	0	0	CDA-g-PLLA-1
PSIA	0	1	0	_
Diacetate-Grafted PLLAs	0	1	0	_
WPLLA	0	1	0	_
Diacetate-Grafted Poly ( L-lactide )	0	1	0	_
CDA-g-PLLA-2	1	0	0	CDA-g-PLLA-2
CDA-g-PLLA-3	1	0	0	CDA-g-PLLA-3
Homopoly ( L-lactide )	1	0	0	Homopoly ( L-lactide )
CDA-gPLLA	0	1	0	_
pure PLLA	0	1	0	_
CDA-grafted PLLAs	1	0	0	CDA-grafted PLLAs
CDA-g-PLAs	1	0	0	CDA-g-PLAs
pure PLLAwas	0	1	0	_
CDAg-PLLA	0	1	0	_
CDA-gPLLAs	0	1	0	_
CDA-gPLLA-2	0	1	0	_
grafted PLLA	1	0	0	grafted PLLA
CDA-g-PLLA3	1	0	0	CDA-g-PLLA3
CDA-graft-PLLA	1	0	0	CDA-graft-PLLA
CDA-gPLLA-3	0	1	0	_
_	0	0	1	Cellulose Diacetate-graft-Poly ( L-lactide )
_	0	0	1	cellulose diacetate-graft-poly ( lactide )
_	0	0	1	CDA
_	0	0	1	cellulose acetate-based graft copolymers
_	0	0	1	cellulose diacetate-based graft copolymers
_	0	0	1	cellulose diaceate-grafted poly ( L-lactide )
_	0	0	1	Cellulose Diacetate-Grafted PLLAs
_	0	0	1	Cellulose Diacetate
_	0	0	1	Cellulose Diacetate-Grafted Poly ( L-lactide )

DOI:J.Optelect.Adv.Mater._2006_8(3)_1317-1321
TP = 6, FP = 8, FN = 6 / prec = 0.4286, recall = 0.5000, F = 0.4615
Rule-base	TP	FP	FN	Correct answer
OPTOELECTRONICS	0	1	0	_
polycarbaonate	0	1	0	_
polystyrene	1	0	0	polystyrene
PC	0	1	0	_
Poly ( ( 9-ethylcarbazole-3 ,6 - diyl ) methylenehydrazino ( diphenylsulfone-4 ,4 ` - diyl )	0	1	0	_
1a	1	0	0	1a
Poly ( ( 9 - ( 2-ethylhexyl ) carbazole-3 ,6 - diyl ) methylenehydrazino ( diphenyl sulfone-4 ,4 ` diyl )	0	1	0	_
1b	1	0	0	1b
Poly ( ( 9-ethylcarbazole-3 ,6 - diyl ) methylene-1butylhydrazino ( diphenylsulfone-4 ,4 ` - diyl )	0	1	0	_
2a	1	0	0	2a
2b	1	0	0	2b
PC-Z	1	0	0	PC-Z
polycarbonate	0	1	0	_
ICPS	0	1	0	_
_	0	0	1	bisphenol Z polycarbaonate
_	0	0	1	Poly ( ( 9-ethylcarbazole-3 ,6 - diyl ) methylenehydrazino ( diphenylsulfone-4 ,4 ' - diyl ) hydrazinomethylene )
_	0	0	1	Poly ( ( 9 - ( 2-ethylhexyl ) carbazole-3 ,6 - diyl ) methylenehydrazino ( diphenyl sulfone-4 ,4 ' diyl ) hydrazinomethylene )
_	0	0	1	Poly ( ( 9-ethylcarbazole-3 ,6 - diyl ) methylene-1butylhydrazino ( diphenylsulfone-4 ,4 ' - diyl ) -1 butylhydrazinomethylene )
_	0	0	1	Poly ( ( 9 - ( 2-ethylhexyl ) carbazole-3 ,6 - diyl ) methylene1-butylhydrazine ( diphenyl sulfone-4 ,4 ' - diyl ) -1 butylhydrazinomethylene )
_	0	0	1	bisphenol Z polycarbonate

DOI:10.1021/la062794m
TP = 5, FP = 0, FN = 0 / prec = 1.0000, recall = 1.0000, F = 1.0000
Rule-base	TP	FP	FN	Correct answer
polystyrene/toluene	1	0	0	polystyrene/toluene
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
poly ( ethylene terephthalate )	1	0	0	poly ( ethylene terephthalate )
PET	1	0	0	PET

DOI:10.1063/1.2538787
TP = 3, FP = 0, FN = 2 / prec = 1.0000, recall = 0.6000, F = 0.7500
Rule-base	TP	FP	FN	Correct answer
MFP-3D	1	0	0	MFP-3D
polystyrene	1	0	0	polystyrene
HYPERCHEM	1	0	0	HYPERCHEM
_	0	0	1	Azobenzene polymers
_	0	0	1	azobenzene-containing polymer

DOI:10.1016/j.electacta.2007.01.088
TP = 21, FP = 17, FN = 15 / prec = 0.5526, recall = 0.5833, F = 0.5676
Rule-base	TP	FP	FN	Correct answer
DBSA-doped polyaniline/Na	0	1	0	_
DBSA-doped polyaniline	1	0	0	DBSA-doped polyaniline
PANI	1	0	0	PANI
PCN	1	0	0	PCN
Polyaniline	1	0	0	Polyaniline
Polyanilines	1	0	0	Polyanilines
undoped polyaniline-coated	0	1	0	_
polystyrene	1	0	0	polystyrene
polysulfone	1	0	0	polysulfone
epoxy resin	0	1	0	_
polyimide	1	0	0	polyimide
polyaniline	1	0	0	polyaniline
polypyrrole	1	0	0	polypyrrole
polyaniline/Na	0	1	0	_
DBSA-doped PCN	1	0	0	DBSA-doped PCN
DBSA-doped PANI	1	0	0	DBSA-doped PANI
GPC-150	0	1	0	_
monodispersed polystyrene	1	0	0	monodispersed polystyrene
doped PCN	1	0	0	doped PCN
DBSA-doped PANI/clay	1	0	0	DBSA-doped PANI/clay
SPAR	1	0	0	SPAR
OCP	0	1	0	_
MPY	0	1	0	_
oxidized polyer	0	1	0	_
reduced polyer	0	1	0	_
BSA-doped PANI	1	0	0	BSA-doped PANI
PANI ,	0	1	0	_
DBSA-doped PANI 34	0	1	0	_
polyer	0	1	0	_
PANI-30 100	1	0	0	PANI-30 100
PANI-40 100	1	0	0	PANI-40 100
PANI-50 100	1	0	0	PANI-50 100
PEF	0	1	0	_
PC	0	1	0	_
PANII ,	0	1	0	_
PANIig	1	0	0	PANIig
APL	0	1	0	_
POL	0	1	0	_
_	0	0	1	DBSA-doped polyaniline/Na + - MMT clay
_	0	0	1	epoxy
_	0	0	1	polyaniline/Na + - MMT Clay
_	0	0	1	DBSA-doped polyaniline - clay
_	0	0	1	CLAN1
_	0	0	1	super fast epoxy
_	0	0	1	DBSA-doped PANI - clay
_	0	0	1	CLAN1-coated CRS
_	0	0	1	CLAN1-30
_	0	0	1	CLAN1-40
_	0	0	1	CLAN1-50
_	0	0	1	CLAN1-coated
_	0	0	1	PANI-coated
_	0	0	1	CLAN1oated
_	0	0	1	PANII

DOI:10.1007/s10965-007-9102-1
TP = 11, FP = 15, FN = 13 / prec = 0.4231, recall = 0.4583, F = 0.4400
Rule-base	TP	FP	FN	Correct answer
PEI/EVAL	1	0	0	PEI/EVAL
polyethylene	0	1	0	_
polyethylenimine	1	0	0	polyethylenimine
PEI	1	0	0	PEI
Polyethylenimine	1	0	0	Polyethylenimine
branched PEIs	1	0	0	branched PEIs
EP0	1	0	0	EP0
pure PEI	0	1	0	_
crosslinked PEI	1	0	0	crosslinked PEI
NiSO4-PEI	0	1	0	_
PHI	0	1	0	_
NP-40	0	1	0	_
PMSF	0	1	0	_
polystyrene	0	1	0	_
TCPS	1	0	0	TCPS
added PEI	0	1	0	_
pure EP0	0	1	0	_
poly-L-lysine-coated TCPS	1	0	0	poly-L-lysine-coated TCPS
increased PEI	0	1	0	_
poly-Llysine-coated TCPS	1	0	0	poly-Llysine-coated TCPS
PE	1	0	0	PE
charged polyornithine	0	1	0	_
PVDF	0	1	0	_
PA ,	0	1	0	_
PC	0	1	0	_
PA	0	1	0	_
_	0	0	1	polyethylene vinyl alcohol
_	0	0	1	EVAL
_	0	0	1	PEI / EVAL
_	0	0	1	EVALmeet
_	0	0	1	E105A
_	0	0	1	EP10
_	0	0	1	EP20
_	0	0	1	EP30
_	0	0	1	EP100
_	0	0	1	tissue culture polystyrene
_	0	0	1	positively charged polyornithine
_	0	0	1	crystalline PVDF
_	0	0	1	EVAL blended with PEI

DOI:10.1002/jbm.a.31133
TP = 17, FP = 6, FN = 33 / prec = 0.7391, recall = 0.3400, F = 0.4658
Rule-base	TP	FP	FN	Correct answer
Chitosan	1	0	0	Chitosan
chitosan	1	0	0	chitosan
hydrated chitosan	1	0	0	hydrated chitosan
branched chitosan	1	0	0	branched chitosan
chitin	1	0	0	chitin
copolymer of Nacetyl glucosamine and glucosamine	1	0	0	copolymer of Nacetyl glucosamine and glucosamine
purified chitosan	0	1	0	_
depolymerized chitosan	1	0	0	depolymerized chitosan
unmodified chitosan	1	0	0	unmodified chitosan
PWXL	0	1	0	_
polystyrene	1	0	0	polystyrene
Branched chitosan	1	0	0	Branched chitosan
PEG	0	1	0	_
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
modified chitosan	1	0	0	modified chitosan
Polyanhydrides	1	0	0	Polyanhydrides
Branched polyanhydrides	1	0	0	Branched polyanhydrides
deacetylated chitosan	1	0	0	deacetylated chitosan
branched PBA	1	0	0	branched PBA
PC	0	1	0	_
PA	0	1	0	_
fructose-modified chitosan	1	0	0	fructose-modified chitosan
grafted chitosan	0	1	0	_
_	0	0	1	Branched chitosans
_	0	0	1	high-molecular-weight ( 600 kDa ) chitosans grafted with 80 kDa branches
_	0	0	1	porous chitosan
_	0	0	1	branched chitosans
_	0	0	1	Chitosan ( 90 % deacetylated , 600 kDa )
_	0	0	1	low MW chitosan
_	0	0	1	1.6 kDa depolymerized chitosan
_	0	0	1	high MW ( 600 kDa ) chitosan
_	0	0	1	Low MW chitosans
_	0	0	1	high MW chitosan
_	0	0	1	branched chitosan having a branch length of 1.6 kDa with a branch density of 0.1
_	0	0	1	1.6 kDa ( depolymerized ) chitosan
_	0	0	1	low MW chitosans
_	0	0	1	chitosans
_	0	0	1	FITC-labeled chitosans
_	0	0	1	linear chitosans
_	0	0	1	chitosan amine
_	0	0	1	control chitosan
_	0	0	1	1.6 kDa chitosan
_	0	0	1	chitosans with the 16 kDa branch length
_	0	0	1	branched chitosans with a branch density of 0.02
_	0	0	1	linear control chitosan
_	0	0	1	branched chitosan with an 80 kDa branch length and 0.02 branch density
_	0	0	1	linear chitosan
_	0	0	1	chitosan derivatives
_	0	0	1	chitosan having a-mannoside branches
_	0	0	1	chitosan films modified by blending with PEG
_	0	0	1	Hydrophobic derivatives of chitosan
_	0	0	1	chitosan derivative
_	0	0	1	Highly deacetylated chitosan
_	0	0	1	Thiolated chitosans
_	0	0	1	Gly-Arg-Gly-Asp grafted chitosan
_	0	0	1	tissue culture polystyrene

DOI:10.1016/j.compscitech.2006.07.034
TP = 28, FP = 25, FN = 25 / prec = 0.5283, recall = 0.5283, F = 0.5283
Rule-base	TP	FP	FN	Correct answer
PHBHV/HA	1	0	0	PHBHV/HA
Polytechnic	0	1	0	_
polymer-poly ( 3-hydroxybutyrate-co-3-hydroxyvalerate )	0	1	0	_
PHBHV	1	0	0	PHBHV
PMCs	0	1	0	_
polyethylene	0	1	0	_
UHMWPE	1	0	0	UHMWPE
polystyrene	0	1	0	_
HIPS	1	0	0	HIPS
polyetheretherketone	1	0	0	polyetheretherketone
PEEK	1	0	0	PEEK
polylactic	0	1	0	_
polyhydroxyalkanoate	1	0	0	polyhydroxyalkanoate
poly ( e-caprolactone )	1	0	0	poly ( e-caprolactone )
chitosan	1	0	0	chitosan
nano-HA / polylactide and its copolymer	0	1	0	_
polycaprolactone	1	0	0	polycaprolactone
PHA	1	0	0	PHA
poly ( 3-hydroxybutyrate-co-3-hydroxyvalerate )	1	0	0	poly ( 3-hydroxybutyrate-co-3-hydroxyvalerate )
well-mixed PHBHV/HA	0	1	0	_
PHBHV10	1	0	0	PHBHV10
PHBHV30	1	0	0	PHBHV30
PHBHV50	1	0	0	PHBHV50
HPO	0	1	0	_
polymethyl	0	1	0	_
PMMA	1	0	0	PMMA
EVA	1	0	0	EVA
pure PHBHV	0	1	0	_
low-density-polyethylene	0	1	0	_
poly ( dimethylsiloxane )	0	1	0	_
reinforced PHB	0	1	0	_
Ca/P	0	1	0	_
bioglass-reinforced poly ( lactide-co-glycolide )	1	0	0	bioglass-reinforced poly ( lactide-co-glycolide )
PO3	0	1	0	_
A-PF81	0	1	0	_
P2O5-free	0	1	0	_
polyethylene/quartz	1	0	0	polyethylene/quartz
HA/PEEK	1	0	0	HA/PEEK
PLA-PEG	1	0	0	PLA-PEG
rhBMP-2	1	0	0	rhBMP-2
hydroxyapatitepoly ( alkyl oxybenzoate )	0	1	0	_
hydroxyapatite/poly ( e-caprolactone )	1	0	0	hydroxyapatite/poly ( e-caprolactone )
poly ( D,L-lactide )	0	1	0	_
PB	0	1	0	_
poly ( L-lactide )	0	1	0	_
poly ( L-lactic acid )	1	0	0	poly ( L-lactic acid )
Poly ( lactide-coglycolide )	0	1	0	_
nHAC/PLA	1	0	0	nHAC/PLA
l-poly ( e-caprolactone )	1	0	0	l-poly ( e-caprolactone )
net-poly ( e-caprolactone )	1	0	0	net-poly ( e-caprolactone )
polypropylene	0	1	0	_
Cu/LDPE	1	0	0	Cu/LDPE
PHB -- PHV copolymer	0	1	0	_
_	0	0	1	PHBHV/HA ( 100/30 )
_	0	0	1	ultrahigh molecular weight polyethylene
_	0	0	1	high impact polystyrene
_	0	0	1	polylactic acid
_	0	0	1	starch
_	0	0	1	nano-HA / polylactide
_	0	0	1	nano-HA / chitosan
_	0	0	1	nano-HA/collagen/PLA
_	0	0	1	nanoHA/gelatin
_	0	0	1	PHBHV/HA ( 100/50 )
_	0	0	1	polymethyl methacrylate
_	0	0	1	ethylene vinylacetate co-polymer
_	0	0	1	low-density-polyethylene / copper
_	0	0	1	poly ( dimethylsiloxane ) / silica
_	0	0	1	PHBHV / HA
_	0	0	1	micro-HA reinforced PHB
_	0	0	1	bone morphogenetic protein-2
_	0	0	1	nanocomposites of poly ( D,L-lactide ) with Ca-deficient hydroxyapatite nanocrystals
_	0	0	1	Nanocomposite of poly ( L-lactide ) and surface grafted hydroxyapatite
_	0	0	1	Poly ( lactide-coglycolide ) / hydroxyapatite
_	0	0	1	chitosan/hydroxyapatite
_	0	0	1	three-dimensional porous mineralized collagen based composite
_	0	0	1	polystyrene / graphite
_	0	0	1	single-walled carbon nanotubes - polypropylene
_	0	0	1	composites based on PHB - PHV copolymer

DOI:10.4067/S0717-97072006000300009
TP = 8, FP = 13, FN = 19 / prec = 0.3810, recall = 0.2963, F = 0.3333
Rule-base	TP	FP	FN	Correct answer
POLYPYRROLE	0	1	0	_
COPPER	0	1	0	_
MICROPARTICLES	0	1	0	_
PROCESS	0	1	0	_
polypyrrole	1	0	0	polypyrrole
PPy	1	0	0	PPy
PPy-Cu	1	0	0	PPy-Cu
PPy-Ag	1	0	0	PPy-Ag
unmodified polypyrrole	0	1	0	_
Polypyrrole	1	0	0	Polypyrrole
PPy/SO	0	1	0	_
pure PPy	0	1	0	_
unmodified PPy	0	1	0	_
pristine PPy	0	1	0	_
modified PPy	1	0	0	modified PPy
non-modified PPy	0	1	0	_
electrogenerated polypyrrole	0	1	0	_
polyaniline	0	1	0	_
functionalized polypyrrole	1	0	0	functionalized polypyrrole
polythiophene	1	0	0	polythiophene
polymerized polypyrrole	0	1	0	_
_	0	0	1	POLYPYRROLE FILMS MODIFIED WITH COPPER
_	0	0	1	PPy modified with copper
_	0	0	1	PPy/SO 4 2 -
_	0	0	1	metal-PPy complex
_	0	0	1	PPy/SO 4
_	0	0	1	PPy modified by copper
_	0	0	1	PPy film modified with copper microparticles
_	0	0	1	PPy film modified with silver microparticles
_	0	0	1	metal microparticles modified PPy
_	0	0	1	PPy-metal
_	0	0	1	modified PPy films by incorporation of copper
_	0	0	1	( Cu ) - PPy
_	0	0	1	polyaniline films containing traces of dispersed platinum
_	0	0	1	3-dimensional polypyrrole
_	0	0	1	polypyrrole film electrodes containing nanodispersed platinum particles
_	0	0	1	polypyrrole modified by copper
_	0	0	1	polypyrrole films containing nanodispersed platinum particles
_	0	0	1	polypyrrole electrode modified with a nickel phthalocyanine complex
_	0	0	1	electrochemically polymerized polypyrrole

DOI:10.1021/jp070710s
TP = 12, FP = 7, FN = 3 / prec = 0.6316, recall = 0.8000, F = 0.7059
Rule-base	TP	FP	FN	Correct answer
Polyacetylene	0	1	0	_
poly ( o-dihydroxybenzene )	1	0	0	poly ( o-dihydroxybenzene )
PoDHB	1	0	0	PoDHB
polyacetylene	1	0	0	polyacetylene
as-formed PoDHB	0	1	0	_
Poly ( 3,4-ethylenedioxythiophene )	1	0	0	Poly ( 3,4-ethylenedioxythiophene )
PEDOT	1	0	0	PEDOT
poly ( 1,2-methylenedioxybenzene )	1	0	0	poly ( 1,2-methylenedioxybenzene )
PMDOB	1	0	0	PMDOB
poly ( p-phenylene )	1	0	0	poly ( p-phenylene )
PPP	1	0	0	PPP
pDHB	0	1	0	_
HOPhOBF3	0	1	0	_
polythiophene8	1	0	0	polythiophene8
polypyrrole	1	0	0	polypyrrole
Dedoped PoDHB	0	1	0	_
dedoped PoDHB	0	1	0	_
doped PoDHB	1	0	0	doped PoDHB
PA ,	0	1	0	_
_	0	0	1	Polyacetylene Derivatives
_	0	0	1	derivative of polyacetylene
_	0	0	1	polyacetylene derivative

DOI:10.1007/BF02704145
TP = 10, FP = 7, FN = 23 / prec = 0.5882, recall = 0.3030, F = 0.4000
Rule-base	TP	FP	FN	Correct answer
polyaniline	1	0	0	polyaniline
PANI	1	0	0	PANI
polyvinyl	0	1	0	_
PVS	1	0	0	PVS
pTS	0	1	0	_
PVS -- pTS	0	1	0	_
synthesized PANI	0	1	0	_
Polyaniline	1	0	0	Polyaniline
poly-conjugated	0	1	0	_
polyacetylene	1	0	0	polyacetylene
polythiophene	1	0	0	polythiophene
polypyrrole	1	0	0	polypyrrole
polyindole	1	0	0	polyindole
doped PANI	0	1	0	_
poly vinyl sulfonic acid ( PVS )	0	1	0	_
PVS-pTS	1	0	0	PVS-pTS
PVS-DBS	1	0	0	PVS-DBS
_	0	0	1	polyvinyl sulfonic acid
_	0	0	1	PVS - pTS
_	0	0	1	PVS - DBS
_	0	0	1	PANI doped with PVS
_	0	0	1	PANI doped with PVS - pTS
_	0	0	1	Ppy
_	0	0	1	self doped PANI
_	0	0	1	poly vinyl sulfonic acid
_	0	0	1	PANI films with dopant PVS
_	0	0	1	PANI film with PVS dopant
_	0	0	1	PANI film with PVS
_	0	0	1	PANI films with dopants PVS
_	0	0	1	PANI film with PVS - pTS
_	0	0	1	PANI with PVS dopant
_	0	0	1	PANI film with dopants PVS
_	0	0	1	PANI film with composite dopant PVS - DBS
_	0	0	1	PANI film with composite dopant , PVS - pTS
_	0	0	1	PANI with PVS - pTS composite dopant
_	0	0	1	PANI with PVS - DBS composite dopant
_	0	0	1	PANI film with a. PVS
_	0	0	1	PANI films with dopant , PVS
_	0	0	1	polyaniline films with dopants PVS
_	0	0	1	PANI film synthesized with PVS

DOI:10.1063/1.2653978
TP = 8, FP = 9, FN = 3 / prec = 0.4706, recall = 0.7273, F = 0.5714
Rule-base	TP	FP	FN	Correct answer
polyvinylidene-trifluorethylene	1	0	0	polyvinylidene-trifluorethylene
PVDF-TrFE	1	0	0	PVDF-TrFE
PZT	1	0	0	PZT
commercial PZT	0	1	0	_
PZ21	0	1	0	_
Polytec	0	1	0	_
DSP	1	0	0	DSP
embedded PZT	0	1	0	_
PVDF	1	0	0	PVDF
PbTiO3	0	1	0	_
sintered PZ21	0	1	0	_
pure PVDF-TrFE	0	1	0	_
pm/V	0	1	0	_
PVDF-TRFE	1	0	0	PVDF-TRFE
PVDF-TrFE-PT	1	0	0	PVDF-TrFE-PT
pC/N	0	1	0	_
PZ21-PVDF-TrFE	1	0	0	PZ21-PVDF-TrFE
_	0	0	1	polyvinylidene-trifluorethylene copolymer
_	0	0	1	PVDF-TrFE copolymer
_	0	0	1	composite of PVDF-TrFE and PbTiO3

DOI:10.1021/jp070387t
TP = 11, FP = 3, FN = 1 / prec = 0.7857, recall = 0.9167, F = 0.8462
Rule-base	TP	FP	FN	Correct answer
Gold-Poly ( 3,4-ethylenedioxythiophene )	1	0	0	Gold-Poly ( 3,4-ethylenedioxythiophene )
Poly ( 3,4-ethylenedioxythiophene )	1	0	0	Poly ( 3,4-ethylenedioxythiophene )
Gold_poly ( 3,4-ethylenedioxythiophene )	1	0	0	Gold_poly ( 3,4-ethylenedioxythiophene )
Au-PEDOT	1	0	0	Au-PEDOT
PEDOT	1	0	0	PEDOT
poly ( 3,4-ethylenedioxythiophene )	1	0	0	poly ( 3,4-ethylenedioxythiophene )
polyaniline	1	0	0	polyaniline
polyrrole8	1	0	0	polyrrole8
polycrystalline	0	1	0	_
Au-polyaniline	1	0	0	Au-polyaniline
Au-PANI	1	0	0	Au-PANI
Gold-PEDOT	1	0	0	Gold-PEDOT
as-prepared PEDOT	0	1	0	_
fabricated gold-PEDOT	0	1	0	_
_	0	0	1	gold-PEDOT

DOI:10.1177/0021998305057368
TP = 18, FP = 7, FN = 32 / prec = 0.7200, recall = 0.3600, F = 0.4800
Rule-base	TP	FP	FN	Correct answer
Polyaniline	1	0	0	Polyaniline
YUPING	0	1	0	_
HCl-doped polyaniline	1	0	0	HCl-doped polyaniline
Pani-EB	1	0	0	Pani-EB
PAN	1	0	0	PAN
doped PAN	1	0	0	doped PAN
COMPOSITE	0	1	0	_
polyaniline	0	1	0	_
doped polyaniline	1	0	0	doped polyaniline
prepared Pani/SR	0	1	0	_
PAN-HCl	1	0	0	PAN-HCl
Doped PAN	1	0	0	Doped PAN
PAN-EB	1	0	0	PAN-EB
Pani/SR	1	0	0	Pani/SR
terminated polydimethylsiloxane	0	1	0	_
PANI-HCL	1	0	0	PANI-HCL
COMPOSITES	1	0	0	COMPOSITES
Self-doped Polyanilines	1	0	0	Self-doped Polyanilines
Poly ( pyrrolyl methine )	1	0	0	Poly ( pyrrolyl methine )
PANI	1	0	0	PANI
PEDOT	1	0	0	PEDOT
Controlled Polyaniline	0	1	0	_
Polypyrrole	1	0	0	Polypyrrole
Filled EPDM	0	1	0	_
Doped Polyaniline	1	0	0	Doped Polyaniline
_	0	0	1	Polyaniline Composites
_	0	0	1	Pani-HCl
_	0	0	1	composites containing Pani-HCl
_	0	0	1	Pani
_	0	0	1	doped PAN in 10T
_	0	0	1	doped PAN in 0T
_	0	0	1	pani-HCl
_	0	0	1	polyaniline composite
_	0	0	1	doped Pani
_	0	0	1	secondary doped PAN
_	0	0	1	composites of conducting polymer Pani with hydroxyl terminated polydimethylsiloxane liquid silicone rubber
_	0	0	1	GMS331D
_	0	0	1	In situ doped Pani in 10T
_	0	0	1	Secondary doped Pani in 10T
_	0	0	1	secondary doped PAN in 10T
_	0	0	1	in situ doped PAN in 10T
_	0	0	1	Pani-HCl in 0T
_	0	0	1	composites made of Pani-HCl and SR
_	0	0	1	composites containing Pani-EB
_	0	0	1	Pani-HCl filled composites
_	0	0	1	Pani-EB filled composites
_	0	0	1	30 % Pani-EB
_	0	0	1	30 % Pani-HCl
_	0	0	1	50 % Pani-HCl
_	0	0	1	70 % Pani-HCl
_	0	0	1	composites containing Pani doped in 10T
_	0	0	1	doped Pani in 10T
_	0	0	1	secondary doped Pani
_	0	0	1	composites with Pani-HCl
_	0	0	1	Polyaniline Doped with Protonic Acids
_	0	0	1	Liquid Crystalline Polyaniline Derivatives
_	0	0	1	Carbon Black Filled EPDM Vulcanizates

DOI:10.1007/s10973-006-7745-5
TP = 4, FP = 3, FN = 8 / prec = 0.5714, recall = 0.3333, F = 0.4211
Rule-base	TP	FP	FN	Correct answer
Polystyrene	1	0	0	Polystyrene
PS	1	0	0	PS
polystyrene	1	0	0	polystyrene
POLYSTYRENE	1	0	0	POLYSTYRENE
APCh	0	1	0	_
T	0	1	0	_
reported polystyrene	0	1	0	_
_	0	0	1	SRM 705a
_	0	0	1	atactic polystyrene
_	0	0	1	SRM 705
_	0	0	1	SRM 1478
_	0	0	1	SRM 706
_	0	0	1	NBS No. 706
_	0	0	1	atactic PS
_	0	0	1	NBS 706

DOI:10.1016/j.jpowsour.2005.11.096
TP = 8, FP = 9, FN = 3 / prec = 0.4706, recall = 0.7273, F = 0.5714
Rule-base	TP	FP	FN	Correct answer
PEO	1	0	0	PEO
NaPO3	1	0	0	NaPO3
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
poly ( ethylenimine )	1	0	0	poly ( ethylenimine )
poly ( ethylene uccinate )	1	0	0	poly ( ethylene uccinate )
polyer	0	1	0	_
PO3	0	1	0	_
Poly ( ethylene oxide )	1	0	0	Poly ( ethylene oxide )
PTFE	1	0	0	PTFE
PW140	0	1	0	_
pure PEO	0	1	0	_
aPO3	0	1	0	_
H0PEO	1	0	0	H0PEO
uncomplexed PEO	0	1	0	_
polycrystalline	0	1	0	_
PEO -- NaPO3	0	1	0	_
Poly . J. 20 ( 1988 )	0	1	0	_
_	0	0	1	( PEO ) n : NaPO3
_	0	0	1	( PEO ) 6 : NaPO3
_	0	0	1	PEO - NaPO3

DOI:10.1021/la0634138
TP = 24, FP = 8, FN = 7 / prec = 0.7500, recall = 0.7742, F = 0.7619
Rule-base	TP	FP	FN	Correct answer
PA ,	0	1	0	_
poly ( 2-hydroxyethyl methacrylate )	0	1	0	_
polymethacrylate	0	1	0	_
Polyisoprene	1	0	0	Polyisoprene
PI	1	0	0	PI
polystyreneblock-polyisoprene	1	0	0	polystyreneblock-polyisoprene
PS-b-PI	1	0	0	PS-b-PI
Polystyrene-b-polyisoprene	1	0	0	Polystyrene-b-polyisoprene
Hydroxylated PS-b-PI	1	0	0	Hydroxylated PS-b-PI
PS	1	0	0	PS
polystyrene	1	0	0	polystyrene
PEY	0	1	0	_
HOPG	0	1	0	_
hydroxylated PI	1	0	0	hydroxylated PI
designated PI-Fn	0	1	0	_
designated PSPI-F8	0	1	0	_
PSPI-F6	1	0	0	PSPI-F6
PSPI-F4	1	0	0	PSPI-F4
PI-F8	1	0	0	PI-F8
PSPI-OH	1	0	0	PSPI-OH
PSPI-F60	0	1	0	_
PI-F4	1	0	0	PI-F4
PSPI-F8	1	0	0	PSPI-F8
PI-F6	1	0	0	PI-F6
PI-OH	1	0	0	PI-OH
PI-F60	1	0	0	PI-F60
PI-Fn	1	0	0	PI-Fn
PSPIF6	1	0	0	PSPIF6
PSPI-Fn	1	0	0	PSPI-Fn
polyisoprene	1	0	0	polyisoprene
polyesters	1	0	0	polyesters
polyimides	1	0	0	polyimides
_	0	0	1	a diblock copolymer consisting of a poly ( 2-hydroxyethyl methacrylate ) block and a polymethacrylate block with 4-trifluoromethoxyazobenzene side groups
_	0	0	1	PSPI-F60 .50
_	0	0	1	PSPI-F60 .25
_	0	0	1	PSPI-F60 .5
_	0	0	1	PI-F60 .50
_	0	0	1	F60 .50
_	0	0	1	PI-F60 .5

DOI:10.1002/pola.21921
TP = 7, FP = 1, FN = 3 / prec = 0.8750, recall = 0.7000, F = 0.7778
Rule-base	TP	FP	FN	Correct answer
P1	1	0	0	P1
P4	1	0	0	P4
P2	1	0	0	P2
polystyrene	1	0	0	polystyrene
ofP1	0	1	0	_
poly ( 3-hexylthiophene-2 ,5 - diyl )	1	0	0	poly ( 3-hexylthiophene-2 ,5 - diyl )
poly ( 6-hexylpyridine2 ,5 - diyl )	1	0	0	poly ( 6-hexylpyridine2 ,5 - diyl )
p-conjugated poly ( aryleneethynylene )	1	0	0	p-conjugated poly ( aryleneethynylene )
_	0	0	1	P1 - P4
_	0	0	1	P3
_	0	0	1	P2 - P4

DOI:10.1002/polb.21097
TP = 15, FP = 14, FN = 2 / prec = 0.5172, recall = 0.8824, F = 0.6522
Rule-base	TP	FP	FN	Correct answer
PINGYA	0	1	0	_
PADB	1	0	0	PADB
Pd2	0	1	0	_
PADB 827	0	1	0	_
PAD	1	0	0	PAD
purified PADB	0	1	0	_
SPA400	0	1	0	_
PADB-BS2	1	0	0	PADB-BS2
PADB 829	0	1	0	_
homopolyacrylamide	1	0	0	homopolyacrylamide
homopoly ( 4-butylstyrene )	1	0	0	homopoly ( 4-butylstyrene )
PADB-DM5	1	0	0	PADB-DM5
PADB-DM10	1	0	0	PADB-DM10
PADB-DM15	1	0	0	PADB-DM15
PADB-DM20	1	0	0	PADB-DM20
PADB-BS3	1	0	0	PADB-BS3
PADB-BS4	1	0	0	PADB-BS4
PADB-20	1	0	0	PADB-20
PADB-BS2 ,	1	0	0	PADB-BS2 ,
PADB 831	0	1	0	_
polysoaps	0	1	0	_
PADBBS2	1	0	0	PADBBS2
CMC	0	1	0	_
PAD ,	0	1	0	_
PADB 833	1	0	0	PADB 833
PADB 835	0	1	0	_
PADB 837	0	1	0	_
PADB ,	0	1	0	_
PADB 839	0	1	0	_
_	0	0	1	acrylamide-based terpolymers
_	0	0	1	PADB - BS3

DOI:10.1007/s00339-006-3649-2
TP = 4, FP = 5, FN = 7 / prec = 0.4444, recall = 0.3636, F = 0.4000
Rule-base	TP	FP	FN	Correct answer
polyethylene	0	1	0	_
HDPE	1	0	0	HDPE
pure HDPE	0	1	0	_
MWCNTs/HDPE	1	0	0	MWCNTs/HDPE
PACS	0	1	0	_
PTC	0	1	0	_
MWCNs/HDPE	1	0	0	MWCNs/HDPE
EMA	0	1	0	_
MWNT/HDPE	1	0	0	MWNT/HDPE
_	0	0	1	multi-walled carbon nanotubes / high-density polyethylene
_	0	0	1	Multi-walled carbon nanotubes ( MWCNTs ) enhanced high-density polyethylene
_	0	0	1	CNT filled high-density polyethylene
_	0	0	1	multiwalled carbon nanotubes/high-density polyethylene
_	0	0	1	aluminum particle filled with polyethylene
_	0	0	1	multi-walled carbon nanotubes/high-density polyethylene
_	0	0	1	high-density polyethylene

DOI:10.1007/s10853-006-0375-2
TP = 19, FP = 8, FN = 16 / prec = 0.7037, recall = 0.5429, F = 0.6129
Rule-base	TP	FP	FN	Correct answer
Poly ( N-vinylcarbazole )	1	0	0	Poly ( N-vinylcarbazole )
PVCz	1	0	0	PVCz
TEMPO	0	1	0	_
poly ( N-vinylcarbazole )	1	0	0	poly ( N-vinylcarbazole )
copolymer of N-vinylcarbazole and styrene	0	1	0	_
nitroxide-terminated poly ( p-bromostyrene )	1	0	0	nitroxide-terminated poly ( p-bromostyrene )
PBS-b-PVCz/PS	1	0	0	PBS-b-PVCz/PS
pre-established TEMPO	0	1	0	_
TEMPO-terminated poly ( p-bromostyrene )	1	0	0	TEMPO-terminated poly ( p-bromostyrene )
Cop9	1	0	0	Cop9
DPX	0	1	0	_
HPLC	0	1	0	_
polystyrene	1	0	0	polystyrene
BPO/TEMPO	1	0	0	BPO/TEMPO
Cop1	1	0	0	Cop1
Cop3	1	0	0	Cop3
Cop5	1	0	0	Cop5
Cop7	1	0	0	Cop7
TEMPO-terminated poly ( pbromostyrene )	1	0	0	TEMPO-terminated poly ( pbromostyrene )
PBS-b-PVCz / PS	1	0	0	PBS-b-PVCz / PS
PBS-b-PNVC/PS	1	0	0	PBS-b-PNVC/PS
PS	1	0	0	PS
cm -- 1 for the block copolymer	0	1	0	_
PVCz/PS	1	0	0	PVCz/PS
LiClO4 doped PVCz	1	0	0	LiClO4 doped PVCz
FAPESP	0	1	0	_
RPN	0	1	0	_
_	0	0	1	homopolymers of VCz
_	0	0	1	block copolymer of N-vinylcarbazole and styrene
_	0	0	1	homopolymers of N-vinylcarbazole
_	0	0	1	homopolymer of p-bromostyrene
_	0	0	1	PBS
_	0	0	1	N-vinylcarbazole homopolymer
_	0	0	1	copolymers of VCz
_	0	0	1	PVCz doped with LiClO4
_	0	0	1	VCz5
_	0	0	1	PVCz doped with Iodine
_	0	0	1	PVCz doped with Bromine
_	0	0	1	PVCz doped with Chlorine
_	0	0	1	VCz1
_	0	0	1	VCz3
_	0	0	1	VCz7
_	0	0	1	VCz9

DOI:10.1039/b613561g
TP = 28, FP = 22, FN = 16 / prec = 0.5600, recall = 0.6364, F = 0.5957
Rule-base	TP	FP	FN	Correct answer
sulfonated polyimide	1	0	0	sulfonated polyimide
SPI	1	0	0	SPI
SPIs	1	0	0	SPIs
PPMA	0	1	0	_
cross-linked SPI	1	0	0	cross-linked SPI
PEM	0	1	0	_
PEMs	0	1	0	_
Nafion	1	0	0	Nafion
sulfonated polystyrene	1	0	0	sulfonated polystyrene
sulfonated polysulfones	1	0	0	sulfonated polysulfones
sulfonated poly ( ether ketone )	1	0	0	sulfonated poly ( ether ketone )
sulfonated polyphenylenes	1	0	0	sulfonated polyphenylenes
sulfonated polyimides	1	0	0	sulfonated polyimides
sulfonated poly ( ether sulfone )	1	0	0	sulfonated poly ( ether sulfone )
sulfonated poly ( ether ether ketone )	1	0	0	sulfonated poly ( ether ether ketone )
sulfonated poly ( phenylene oxide )	1	0	0	sulfonated poly ( phenylene oxide )
polybenzimidazole	1	0	0	polybenzimidazole
sulfonated polyphosphazene	1	0	0	sulfonated polyphosphazene
polyatomic	0	1	0	_
maleimido-end-capped SPI	1	0	0	maleimido-end-capped SPI
BNIPF	0	1	0	_
BMPS -- BNIPF	0	1	0	_
branched/crosslinked SPI	1	0	0	branched/crosslinked SPI
anhydride-end-capped SPI	1	0	0	anhydride-end-capped SPI
BAPF	1	0	0	BAPF
BAPBDS	0	1	0	_
BSPOB	0	1	0	_
BSPOB/BAPF	0	1	0	_
copolyimide	0	1	0	_
BDSA-based SPIs	1	0	0	BDSA-based SPIs
BAPBDS-based SPI	1	0	0	BAPBDS-based SPI
polyimide	0	1	0	_
Sulfonated polyimide	1	0	0	Sulfonated polyimide
poly ( ether sulfone )	1	0	0	poly ( ether sulfone )
BAPBDS/BAPF	0	1	0	_
BDSA/BAPF	0	1	0	_
ODADS/BAPF	0	1	0	_
BAPBDS / BAPF	0	1	0	_
uncrosslinked SPI	0	1	0	_
NTDA-BSPOB/BAPF	0	1	0	_
uncross-linked SPI	0	1	0	_
BAPBDS-based SPIs	1	0	0	BAPBDS-based SPIs
MSc/MPa	0	1	0	_
NTDA-BAPBDS/BAPF	0	1	0	_
NTDA-ODADS/BAPF	0	1	0	_
NTDA-BDSA/BAPF	1	0	0	NTDA-BDSA/BAPF
BDSA-based SPI	1	0	0	BDSA-based SPI
sulfonated polystyrenes	1	0	0	sulfonated polystyrenes
sulfonated polybenzimidazoles	1	0	0	sulfonated polybenzimidazoles
Sulfonated polystyrene	0	1	0	_
_	0	0	1	cross-linked sulfonated polyimide
_	0	0	1	six-membered ring sulfonated polyimides
_	0	0	1	cross-linked sulfonated poly ( ether ether ketone )
_	0	0	1	NTDA - BSPOB/BAPF ( 9/1 ) copolyimide
_	0	0	1	NTDA - BSPOB/BAPF ( 9/1 )
_	0	0	1	NTDA - BAPBDS/BAPF ( 3/1 )
_	0	0	1	NTDA - BDSA/BAPF ( 3/1 )
_	0	0	1	NTDA - ODADS/BAPF ( 3/1 )
_	0	0	1	NTDA - ODADS/BAPF ( 5/1 )
_	0	0	1	NTDA - BAPBDS / BAPF ( 3/1 )
_	0	0	1	NTDA - ODADS / BAPF ( 3/1 )
_	0	0	1	NTDA-BSPOB/BAPF ( 9/1 )
_	0	0	1	NTDA - BAPBDS/BAPF ( 9/1 )
_	0	0	1	NTDA-BAPBDS/BAPF ( 3/1 )
_	0	0	1	NTDA-ODADS/BAPF ( 5/1 )
_	0	0	1	Sulfonated polystyrene of a degree of sulfonation of 42 %

DOI:10.1016/j.molstruc.2006.07.038
TP = 7, FP = 9, FN = 9 / prec = 0.4375, recall = 0.4375, F = 0.4375
Rule-base	TP	FP	FN	Correct answer
DEPT-45	0	1	0	_
DEPT	0	1	0	_
poly ( 9-ethyl-3-hydroxymethylcarbazolyl acrylate-co-methacrylonitrile )	1	0	0	poly ( 9-ethyl-3-hydroxymethylcarbazolyl acrylate-co-methacrylonitrile )
DPX-300	0	1	0	_
poly dispersity index ( PDI , Mw/Mn )	0	1	0	_
Poly dispersity index ( PDI )	0	1	0	_
37HPLC	0	1	0	_
polystyrene	1	0	0	polystyrene
C/N copolymer	1	0	0	C/N copolymer
DEPTF	0	1	0	_
poly ( 9-ethyl3-hydroxymethylcarbazolyl acrylate )	1	0	0	poly ( 9-ethyl3-hydroxymethylcarbazolyl acrylate )
poly ( methacrylonitrile )	1	0	0	poly ( methacrylonitrile )
DEPT135	0	1	0	_
DEPT-90	0	1	0	_
PC	1	0	0	PC
poly ( 9-ethyl-3-hydroxymethylcarbazolyl acrylate )	1	0	0	poly ( 9-ethyl-3-hydroxymethylcarbazolyl acrylate )
_	0	0	1	9-ethyl-3-hydroxymethylcarbazolyl acrylate/methacrylonitrile
_	0	0	1	9-ethyl-3-hydroxymethylcarbazolyl acrylate-co-methacrylonitrile
_	0	0	1	C/N
_	0	0	1	C/N copolymers
_	0	0	1	9-Ethyl-3-hydroxymethylcarbazolyl acrylate-co-methacrylonitrile
_	0	0	1	9-ethyl-3hydroxymethylcarbazolyl acrylate/methacrylonitrile
_	0	0	1	C/N coplymer
_	0	0	1	PN
_	0	0	1	C/N copolymers with PC and PN

DOI:10.1016/j.apsusc.2006.03.029corrosion
TP = 6, FP = 7, FN = 8 / prec = 0.4615, recall = 0.4286, F = 0.4444
Rule-base	TP	FP	FN	Correct answer
poly ( N - ( methacryloyloxymethyl ) benzotriazole-co-methyl methacrylate )	1	0	0	poly ( N - ( methacryloyloxymethyl ) benzotriazole-co-methyl methacrylate )
Poly ( N-methacryloyloxymethyl benzotriazoleco-methylmethacrylate )	1	0	0	Poly ( N-methacryloyloxymethyl benzotriazoleco-methylmethacrylate )
poly ( MMBT-co-MMA )	1	0	0	poly ( MMBT-co-MMA )
poly ( MMBT-coMMA )	0	1	0	_
polystyrene	1	0	0	polystyrene
5 -- 10 mg of the copolymer	0	1	0	_
PGSTAT	0	1	0	_
OCP	0	1	0	_
GPES	0	1	0	_
poly ( MMBTco-MMA )	0	1	0	_
Poly ( MMBT-co-MMA )	1	0	0	Poly ( MMBT-co-MMA )
190 -- Copolymer 1 13.5 49.1 26 80.6 Copolymer	0	1	0	_
Poly ( N - ( methacryloyloxymethyl ) benzotriazole-co-methyl methacrylate )	1	0	0	Poly ( N - ( methacryloyloxymethyl ) benzotriazole-co-methyl methacrylate )
_	0	0	1	Copolymer 1
_	0	0	1	Copolymer 2
_	0	0	1	Copolymer 3
_	0	0	1	Copolymer 4
_	0	0	1	copolymer 3
_	0	0	1	copolymer 1
_	0	0	1	copolymer 2
_	0	0	1	copolymer 4

DOI:10.1177/0021998305057368
TP = 20, FP = 7, FN = 23 / prec = 0.7407, recall = 0.4651, F = 0.5714
Rule-base	TP	FP	FN	Correct answer
PEG	1	0	0	PEG
PC	0	1	0	_
MPC	0	1	0	_
PEO	1	0	0	PEO
UHP	0	1	0	_
polyethylene	1	0	0	polyethylene
HPLC	0	1	0	_
ACP200	0	1	0	_
MPC-10-05	1	0	0	MPC-10-05
MPC-39-05	1	0	0	MPC-39-05
MPC-10-10	1	0	0	MPC-10-10
MPC-39-10	1	0	0	MPC-39-10
MPC-10-50	1	0	0	MPC-10-50
MPC-39-50	1	0	0	MPC-39-50
MPC-10-100	1	0	0	MPC-10-100
MPC-39-100	1	0	0	MPC-39-100
MPC-10-200	1	0	0	MPC-10-200
MPC-39-200	1	0	0	MPC-39-200
aXPS	0	1	0	_
polystyrene	1	0	0	polystyrene
MPC-10-5	1	0	0	MPC-10-5
MPC-39-5b	1	0	0	MPC-39-5b
MPC-39-10b	1	0	0	MPC-39-10b
MPC-39-50b	1	0	0	MPC-39-50b
MPC-39-100b	1	0	0	MPC-39-100b
MPC-39-200b	1	0	0	MPC-39-200b
MPC43	0	1	0	_
_	0	0	1	poly OEGMA - grafted surfaces on silicon
_	0	0	1	poly MPC grafted silicon
_	0	0	1	polyethylene glycol
_	0	0	1	poly MPC
_	0	0	1	poly OEGMA
_	0	0	1	poly OEGMA - grafted silicon
_	0	0	1	OEGMA-10-05
_	0	0	1	OEGMA-39-05
_	0	0	1	OEGMA-10-10
_	0	0	1	OEGMA-39-10
_	0	0	1	OEGMA-10-50
_	0	0	1	OEGMA-39-50
_	0	0	1	OEGMA-10-100
_	0	0	1	OEGMA-39-100
_	0	0	1	OEGMA-10-200
_	0	0	1	OEGMA-39-200
_	0	0	1	poly MPC - grafted silicon
_	0	0	1	grafted poly OEGMA
_	0	0	1	Poly OEGMA
_	0	0	1	Poly MPC
_	0	0	1	PEGand
_	0	0	1	OEGMA-10-5
_	0	0	1	OEGMA-39-5

DOI:10.1002/pola.21848
TP = 22, FP = 1, FN = 2 / prec = 0.9565, recall = 0.9167, F = 0.9362
Rule-base	TP	FP	FN	Correct answer
Polybenzoxazines	1	0	0	Polybenzoxazines
polybenzoxazine	1	0	0	polybenzoxazine
polyaromatics	1	0	0	polyaromatics
polybenzoxazines	1	0	0	polybenzoxazines
PP-a	1	0	0	PP-a
polystyrene	1	0	0	polystyrene
poly ( e-caprolactone )	1	0	0	poly ( e-caprolactone )
polyphenol	1	0	0	polyphenol
poly ( p-phenylene )	1	0	0	poly ( p-phenylene )
obtained poly ( p-phenylene )	1	0	0	obtained poly ( p-phenylene )
polypyrrole	1	0	0	polypyrrole
POLYBENZOXAZINES	1	0	0	POLYBENZOXAZINES
Poly-P-a-co-Th	1	0	0	Poly-P-a-co-Th
Poly-P-a	1	0	0	Poly-P-a
Polybenzoxazine	0	1	0	_
substituted polyphenylenes	1	0	0	substituted polyphenylenes
polyphenylene	1	0	0	polyphenylene
polyamic	1	0	0	polyamic
Poly-Pa	1	0	0	Poly-Pa
T	1	0	0	T
Poly-P-a-coTh	1	0	0	Poly-P-a-coTh
cured Poly-P-a	1	0	0	cured Poly-P-a
cured Poly-P-a-co-Th	1	0	0	cured Poly-P-a-co-Th
_	0	0	1	polybenzoxazine precursors
_	0	0	1	Polybenzoxazine Precursors

DOI:10.1016/j.electacta.2006.10.051
TP = 7, FP = 15, FN = 15 / prec = 0.3182, recall = 0.3182, F = 0.3182
Rule-base	TP	FP	FN	Correct answer
Nafion	1	0	0	Nafion
Chitosan	1	0	0	Chitosan
polyers	0	1	0	_
chitosan	1	0	0	chitosan
chitin	1	0	0	chitin
Untreated Nafion	0	1	0	_
PC	0	1	0	_
PGSTAT30	0	1	0	_
crosslinked chitosan	1	0	0	crosslinked chitosan
C-20-PTC	0	1	0	_
Crosslinked chitosan	1	0	0	Crosslinked chitosan
hosphorylated chitosan	0	1	0	_
hosphonated chitosan	0	1	0	_
rosslinked chitosan	0	1	0	_
PZC	0	1	0	_
PEEK	1	0	0	PEEK
COMPASS	0	1	0	_
OCP	0	1	0	_
PEMFC	0	1	0	_
Polytechnic	0	1	0	_
PV94-2	0	1	0	_
PM-093	0	1	0	_
_	0	0	1	chitosan-oxide compounds
_	0	0	1	Nafion ®
_	0	0	1	chitosan composite
_	0	0	1	quitin
_	0	0	1	CCS
_	0	0	1	CCN
_	0	0	1	CCK
_	0	0	1	Nafion ® 117
_	0	0	1	chitosan composites
_	0	0	1	chitosan glut
_	0	0	1	Chitosan composite
_	0	0	1	chitosan - calcite
_	0	0	1	CCS-Ca
_	0	0	1	composite chitosan
_	0	0	1	chitosan - CaO

DOI:10.1021/la062879n
TP = 9, FP = 3, FN = 5 / prec = 0.7500, recall = 0.6429, F = 0.6923
Rule-base	TP	FP	FN	Correct answer
TiO2-PMMA	1	0	0	TiO2-PMMA
n-TiO2-PMMA	1	0	0	n-TiO2-PMMA
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
TiO2-polystyrene	1	0	0	TiO2-polystyrene
PMMA	1	0	0	PMMA
poly ( vinyl alcohol )	1	0	0	poly ( vinyl alcohol )
PVA	1	0	0	PVA
polysiloxane	1	0	0	polysiloxane
unfilled PMMA	0	1	0	_
polycrystalline	0	1	0	_
PMMA-n-TiO2	1	0	0	PMMA-n-TiO2
commercial TiO2-PMMA	0	1	0	_
_	0	0	1	PMMA-based bone cement
_	0	0	1	3 wt % functionalized n-TiO2 nanofibers / PMMA
_	0	0	1	3 wt % functionalized titania-PMMA
_	0	0	1	PMMA composites with TiO2
_	0	0	1	3 wt % TiO2 functionalized commercial TiO2-PMMA

DOI:10.1007/s10853-006-1433-5
TP = 0, FP = 4, FN = 2 / prec = 0.0000, recall = 0.0000, F = 0.0000
Rule-base	TP	FP	FN	Correct answer
poly ( arylene disulfide )	0	1	0	_
polydisulfides	0	1	0	_
epoxy resins	0	1	0	_
N2	0	1	0	_
_	0	0	1	poly ( arylene disulfide ) derived from cyclic ( 4,4 cents - oxybis ( benzene ) disulfide )
_	0	0	1	poly ( arylene disulfide ) derived from macrocyclic ( 4,4 cents - oxybis ( benzene ) disulfide )

DOI:10.1002/pola.21833
TP = 15, FP = 20, FN = 5 / prec = 0.4286, recall = 0.7500, F = 0.5455
Rule-base	TP	FP	FN	Correct answer
Polyimide	0	1	0	_
polyimide	0	1	0	_
poly [ 1,4-phenyleneoxy1 ,4 - phenylene-2 ,20 - di ( 2-nitrobenzyloxy ) benzophenone-3 ,30,4,40 - tetracarboxdiimide ]	1	0	0	poly [ 1,4-phenyleneoxy1 ,4 - phenylene-2 ,20 - di ( 2-nitrobenzyloxy ) benzophenone-3 ,30,4,40 - tetracarboxdiimide ]
OPI-Nb	1	0	0	OPI-Nb
poly ( 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - dihydroxybenzophenone-3 ,30,4,40 tetracarboxdiimide )	1	0	0	poly ( 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - dihydroxybenzophenone-3 ,30,4,40 tetracarboxdiimide )
OPI	1	0	0	OPI
polyimides	0	1	0	_
PIs	0	1	0	_
PSPIs	1	0	0	PSPIs
PSPI	1	0	0	PSPI
poly ( amic acid )	0	1	0	_
PAAs	1	0	0	PAAs
PI	0	1	0	_
norbornene-end-capped poly ( amic acid ethoxymethylester )	0	1	0	_
PAA	0	1	0	_
polyhydroxyimide	0	1	0	_
PHI	1	0	0	PHI
tert-Butoxycarbonylated PHI	1	0	0	tert-Butoxycarbonylated PHI
polypyromellitimide	1	0	0	polypyromellitimide
poly ( benzophenone tetracarboxdiimide )	0	1	0	_
poly [ 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - di ( 2-nitrobenzyloxy ) benzophenone-3 ,30,4,40 - tetracarboxdiimide ]	1	0	0	poly [ 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - di ( 2-nitrobenzyloxy ) benzophenone-3 ,30,4,40 - tetracarboxdiimide ]
OPINb	1	0	0	OPINb
poly ( 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - dihydroxybenzophenone-3 ,30,4,40 - tetracarboxdiimide )	1	0	0	poly ( 1,4-phenyleneoxy-1 ,4 - phenylene-2 ,20 - dihydroxybenzophenone-3 ,30,4,40 - tetracarboxdiimide )
POSITIVE-WORKING	0	1	0	_
PHOTOSENSITIVE	0	1	0	_
POLYIMIDE	0	1	0	_
DPX	0	1	0	_
Step-500	0	1	0	_
PAA ,	0	1	0	_
imidized OPI	1	0	0	imidized OPI
exposed/developed OPI-Nb	0	1	0	_
poly ( o-nitrobenzyl methacrylate )	1	0	0	poly ( o-nitrobenzyl methacrylate )
anOPI-Nb	0	1	0	_
Polyimides	0	1	0	_
PA ,	0	1	0	_
_	0	0	1	Polyimide Having an o-Nitrobenzyl Ether Group
_	0	0	1	polyimides with o-nitrobenzyl side groups
_	0	0	1	PSPIs based on norbornene-end-capped poly ( amic acid ethoxymethylester )
_	0	0	1	PSPIs based on polyhydroxyimide
_	0	0	1	PSPI based on poly ( benzophenone tetracarboxdiimide ) having o-nitrobenzyl ether side groups

DOI:10.1007/s10853-006-0011-1
TP = 8, FP = 16, FN = 12 / prec = 0.3333, recall = 0.4000, F = 0.3636
Rule-base	TP	FP	FN	Correct answer
reinforced Polyamide-6 ,6	0	1	0	_
Polyamide-6 ,6	1	0	0	Polyamide-6 ,6
PA66	1	0	0	PA66
f-MWCNT/PA66	1	0	0	f-MWCNT/PA66
pristine PA66	0	1	0	_
u-MWCNT/PA66	1	0	0	u-MWCNT/PA66
unfilled PA66	0	1	0	_
reinforced poly ( iminohexamethyleneiminoadipoyl )	0	1	0	_
reinforced PA66	0	1	0	_
MWCNT/PA66	1	0	0	MWCNT/PA66
Pure PA66	0	1	0	_
RTESP	0	1	0	_
pure PA66	0	1	0	_
PMMA	0	1	0	_
melt-blended PP/SWCNT	0	1	0	_
PA66/clay	1	0	0	PA66/clay
PA66 ,	0	1	0	_
EVA	1	0	0	EVA
loaded polypropylene	0	1	0	_
loaded PA66	0	1	0	_
reinforced poly ( vinyl alcohol )	0	1	0	_
polyamides	0	1	0	_
functionalized MWCNT/PA66	1	0	0	functionalized MWCNT/PA66
PA	0	1	0	_
_	0	0	1	MWCNT reinforced Polyamide-6 ,6
_	0	0	1	MWCNT reinforced poly ( iminohexamethyleneiminoadipoyl )
_	0	0	1	f-MWCNT reinforced PA66
_	0	0	1	Zytel 101L
_	0	0	1	f-MWCNT / PA66
_	0	0	1	MWCNT reinforced PA66
_	0	0	1	SWCNT - PMMA
_	0	0	1	PP/SWCNT
_	0	0	1	PA66 / MWCNT
_	0	0	1	ethylene-co-vinyl acetate copolymer
_	0	0	1	SWCNT loaded polypropylene
_	0	0	1	functionalized MWCNT loaded PA66

DOI:10.1007/s10853-006-1333-8
TP = 3, FP = 4, FN = 2 / prec = 0.4286, recall = 0.6000, F = 0.5000
Rule-base	TP	FP	FN	Correct answer
branched polyethylene	1	0	0	branched polyethylene
polyethylene	1	0	0	polyethylene
PE	1	0	0	PE
polyketones	0	1	0	_
I3P	0	1	0	_
KPJ	0	1	0	_
PCH	0	1	0	_
_	0	0	1	ethylene-based copolymers
_	0	0	1	ethylene/1-hexene copolymers

DOI:10.1002/pola.21872
TP = 17, FP = 19, FN = 31 / prec = 0.4722, recall = 0.3542, F = 0.4048
Rule-base	TP	FP	FN	Correct answer
Poly ( butylene terephthalate ) / Poly ( ethylene terephthalate )	0	1	0	_
Polymères	0	1	0	_
poly ( butylene terephthalate )	1	0	0	poly ( butylene terephthalate )
PBT	1	0	0	PBT
SSP	1	0	0	SSP
poly ( ethylene terephthalate )	1	0	0	poly ( ethylene terephthalate )
PET	1	0	0	PET
PBT-PET	1	0	0	PBT-PET
unmodified PBT	0	1	0	_
polyesters	0	1	0	_
Poly ( butylene terephthalate )	1	0	0	Poly ( butylene terephthalate )
nonreinforced PBT	0	1	0	_
pure PBT	0	1	0	_
synthesized PET-PBT	0	1	0	_
PBTPET	0	1	0	_
used SSP	0	1	0	_
poly ( ethylene naphthalate )	0	1	0	_
PETPEN	0	1	0	_
synthesized PBT-PET	0	1	0	_
PBT/PET	1	0	0	PBT/PET
HFIP	1	0	0	HFIP
Copolyesters	0	1	0	_
PBT/BHET	1	0	0	PBT/BHET
FPBT	1	0	0	FPBT
polystyrene	1	0	0	polystyrene
obtained PS	0	1	0	_
PS	1	0	0	PS
laPREPARATION	0	1	0	_
copolyesters	0	1	0	_
PET-PBT	1	0	0	PET-PBT
poly ( trimethylene terephthalate )	1	0	0	poly ( trimethylene terephthalate )
pure PET	0	1	0	_
PBT-BHET	1	0	0	PBT-BHET
modified PBT	1	0	0	modified PBT
Polyesters	0	1	0	_
Polyamides	0	1	0	_
_	0	0	1	Poly ( butylene terephthalate ) / Poly ( ethylene terephthalate ) Copolymers
_	0	0	1	PBT-PET copolymers
_	0	0	1	PET-PBT block copolymers
_	0	0	1	poly ( ethylene terephthalate ) - poly ( ethylene naphthalate ) copolymers
_	0	0	1	PBT copolymers
_	0	0	1	Copolyesters of PBT and BHET
_	0	0	1	( BDxEGy ) copolymers
_	0	0	1	( BDxEGy ) ssp copolymers
_	0	0	1	( BDxEGy ) samples obtained by MP
_	0	0	1	( BDxEGy ) mp copolymers
_	0	0	1	( BDxEGy ) mp copolymer
_	0	0	1	( BD70 EG30 ) ssp , copolymers
_	0	0	1	( BD70EG30 ) ssp samples
_	0	0	1	( BD70EG30 ) ssp copolymers
_	0	0	1	( BDxEGy ) ssp copolymer
_	0	0	1	( BDxEGy ) copolymer
_	0	0	1	( BD70EG30 ) ssp sample
_	0	0	1	molten PET-PBT
_	0	0	1	copolymer based on PBT
_	0	0	1	( BD100EG0 ) ssp copolymer
_	0	0	1	( BD100EG0 ) ssp homopolymer
_	0	0	1	( BD60EG40 ) ssp copolymer
_	0	0	1	( BDxEGy ) ssp copolymers with x < 60 mol % BD
_	0	0	1	( BD30EG70 ) ssp copolymer
_	0	0	1	( BD50EG50 ) ssp copolymers
_	0	0	1	( BDxEGy ) ssp Copolymers
_	0	0	1	( BD100EG0 ) mp copolymer
_	0	0	1	( BDxEGy ) mp Copolymers
_	0	0	1	( BD30EG70 ) ssp copolymers
_	0	0	1	( BD60EG40 ) ssp
_	0	0	1	Linear Polyesters

DOI:10.1016/j.memsci.2006.11.019
TP = 11, FP = 9, FN = 5 / prec = 0.5500, recall = 0.6875, F = 0.6111
Rule-base	TP	FP	FN	Correct answer
PSF	1	0	0	PSF
Polysulfone	1	0	0	Polysulfone
PSF/TiO2	1	0	0	PSF/TiO2
polyvinylpyrrolidone	1	0	0	polyvinylpyrrolidone
PVP	1	0	0	PVP
poly2	0	1	0	_
polyer	0	1	0	_
mNMP	0	1	0	_
1Pj	0	1	0	_
PS/TiO2	1	0	0	PS/TiO2
zeolite-filled PDMS	1	0	0	zeolite-filled PDMS
BAO-ODPA	0	1	0	_
polyimide/TiO2	0	1	0	_
polysulfone	1	0	0	polysulfone
poly ( 1-vinylpyrrolidoneco-styrene )	0	1	0	_
polyacrylonitrile	1	0	0	polyacrylonitrile
methoxy-poly ( ethylene glycol )	1	0	0	methoxy-poly ( ethylene glycol )
modified polysulfone	0	1	0	_
polyphenol	0	1	0	_
chitosan-coated polysulphone	1	0	0	chitosan-coated polysulphone
_	0	0	1	BAO-ODPA polyimide/TiO2
_	0	0	1	blends of polysulfone with poly ( 1-vinylpyrrolidoneco-styrene ) copolymers
_	0	0	1	Polysulfone - aerosil
_	0	0	1	Chemically modified polysulfone hollow fibers with vinylpyrrolidone
_	0	0	1	polyphenol oxidase

DOI:10.1007/s10904-006-9033-z
TP = 10, FP = 10, FN = 3 / prec = 0.5000, recall = 0.7692, F = 0.6061
Rule-base	TP	FP	FN	Correct answer
poly ( acrylates-co-2-methylacrylic acid 3 - ( bis-carboxymethylamino ) - 2-hydroxy-propyl ester )	1	0	0	poly ( acrylates-co-2-methylacrylic acid 3 - ( bis-carboxymethylamino ) - 2-hydroxy-propyl ester )
poly ( acrylates-co-2methylacrylic acid 3 - ( bis - carboxymethylamino ) -2 hydroxy-propyl ester )	0	1	0	_
poly ( acrylates-co2-methylacrylic acid 3 - ( bis-carboxymethylamino ) -2 hydroxy-propyl ester )	0	1	0	_
Poly ( MA-co-GMA-IDA )	1	0	0	Poly ( MA-co-GMA-IDA )
poly ( MA-co-GMA-IDA )	1	0	0	poly ( MA-co-GMA-IDA )
Poly ( MA-coMMA-co-GMA-IDA )	0	1	0	_
poly ( MA-coMMA-co-GMA-IDA )	0	1	0	_
MA / MMA mole ratios reveal that the copolymer	0	1	0	_
PMMA-rich	1	0	0	PMMA-rich
PGMA-IDA-rich	1	0	0	PGMA-IDA-rich
chelated poly ( MA-co-GMA-IDA )	0	1	0	_
poly ( MA-coGMA-IDA )	0	1	0	_
CdS-Poly ( MA-co-GMA-IDA )	1	0	0	CdS-Poly ( MA-co-GMA-IDA )
PMMA	1	0	0	PMMA
PMA	1	0	0	PMA
PGMA-IDA	1	0	0	PGMA-IDA
polyphosphate	1	0	0	polyphosphate
SiO2/PMMA	0	1	0	_
/ copolymer	0	1	0	_
methacrylate / methyl acrylate ( MMA/MA ) in copolymer	0	1	0	_
_	0	0	1	Cd2 + - chelated poly ( MA-co-GMA-IDA )
_	0	0	1	Cd2 + - Poly ( MA-co-GMA-IDA )
_	0	0	1	CdS / SiO2/PMMA

DOI:10.1007/s10924-006-0001-z
TP = 11, FP = 1, FN = 1 / prec = 0.9167, recall = 0.9167, F = 0.9167
Rule-base	TP	FP	FN	Correct answer
Polylactides	1	0	0	Polylactides
PLAs	1	0	0	PLAs
PLA	1	0	0	PLA
Poly ( lactic acid )	1	0	0	Poly ( lactic acid )
polylactides	1	0	0	polylactides
SH-PLA-72	1	0	0	SH-PLA-72
P-10	0	1	0	_
polylactidesa	1	0	0	polylactidesa
SH-PLA-72b	1	0	0	SH-PLA-72b
SH-PLA-14	1	0	0	SH-PLA-14
SH-PLA-43	1	0	0	SH-PLA-43
nPLA	1	0	0	nPLA
_	0	0	1	PLA with L :D ratios of 100:0

DOI:10.1021/la0629025
TP = 38, FP = 16, FN = 39 / prec = 0.7037, recall = 0.4935, F = 0.5802
Rule-base	TP	FP	FN	Correct answer
PEG-PLA-PEG	1	0	0	PEG-PLA-PEG
Monohydroxylated PEG-PLA	1	0	0	Monohydroxylated PEG-PLA
biopolymères	0	1	0	_
monohydroxylated poly ( ethylene glycol )	1	0	0	monohydroxylated poly ( ethylene glycol )
PEG	1	0	0	PEG
PEG-b-polylactide	1	0	0	PEG-b-polylactide
PEG-PLA	1	0	0	PEG-PLA
PEG-PLAPEG	1	0	0	PEG-PLAPEG
obtained PEG-PLA-PEG	0	1	0	_
PLA	1	0	0	PLA
N-substituted polyacrylamide	1	0	0	N-substituted polyacrylamide
poly ( methylacrylamide )	1	0	0	poly ( methylacrylamide )
poly ( ethylene oxide ) / poly ( propylene oxide )	1	0	0	poly ( ethylene oxide ) / poly ( propylene oxide )
PEO/PPO	1	0	0	PEO/PPO
PEO-PPO-PEO	0	1	0	_
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
poly ( lactide-co-glycolide )	1	0	0	poly ( lactide-co-glycolide )
PLGA	1	0	0	PLGA
PEGPLGA-PEG	1	0	0	PEGPLGA-PEG
monohydroxylated PEG-PLGA	1	0	0	monohydroxylated PEG-PLGA
PLLA/PEG	1	0	0	PLLA/PEG
PDLA/PEG	0	1	0	_
dihydroxylated PEG	1	0	0	dihydroxylated PEG
PLLA	1	0	0	PLLA
PDLA	1	0	0	PDLA
PLA/PEG	1	0	0	PLA/PEG
monohydroxylated PEG-PLA	1	0	0	monohydroxylated PEG-PLA
PEG-PLGA-PEG	1	0	0	PEG-PLGA-PEG
Monohydroxylated PEGs	0	1	0	_
polystyrene	1	0	0	polystyrene
Polysciences	0	1	0	_
PA	0	1	0	_
monohydroxylated PEG	0	1	0	_
Monohydroxylated PEG	1	0	0	Monohydroxylated PEG
PCL / PEG	0	1	0	_
PEG2000	1	0	0	PEG2000
MnPLA	0	1	0	_
MnPEG/44	0	1	0	_
DPPEG	0	1	0	_
DPPLA	0	1	0	_
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
sPMMA	1	0	0	sPMMA
poly ( butadiene )	1	0	0	poly ( butadiene )
PBD	1	0	0	PBD
PEG-derived PEG-PLGA-PEG	1	0	0	PEG-derived PEG-PLGA-PEG
EO99-PO65-EO99	1	0	0	EO99-PO65-EO99
PEO	1	0	0	PEO
P85	0	1	0	_
EO27PO39-EO27	0	1	0	_
P94	1	0	0	P94
EO21-PO47-EO21	1	0	0	EO21-PO47-EO21
P103	1	0	0	P103
EO17-PO60-EO17	1	0	0	EO17-PO60-EO17
PRA	0	1	0	_
_	0	0	1	PEG-PLA-PEG Triblock Copolymers
_	0	0	1	PEG-PLA-PEG triblock copolymers
_	0	0	1	PEO-PPO-PEO block copolymers
_	0	0	1	PDLA/PEG block copolymers
_	0	0	1	PLA/PEG multiblock copolymers
_	0	0	1	Monohydroxylated PEGs with Mn of 2000
_	0	0	1	PEG-PLA Diblock Copolymers
_	0	0	1	Copolymers with EO/LA ratios of 2/1
_	0	0	1	monohydroxylated PEG with Mn of 2000
_	0	0	1	EOx-LAy
_	0	0	1	EOx-LA2y-EOx
_	0	0	1	EO45-LA12
_	0	0	1	PCL / PEG copolymers
_	0	0	1	EO45-LA24-EO45
_	0	0	1	EO45-LA41
_	0	0	1	PEG5000-derived diblocks EO113-LA33
_	0	0	1	EO113-LA50
_	0	0	1	EO113-LA103
_	0	0	1	EO45-LA38-EO45
_	0	0	1	EO45-LA82-EO45
_	0	0	1	PEG5000-derived copolymers
_	0	0	1	EO113-LA33
_	0	0	1	EO113-LA66-EO113
_	0	0	1	EO113-LA100-EO113
_	0	0	1	EO113-LA206-EO113
_	0	0	1	triblock copolymers with initial EO/LA ratios of 3/1
_	0	0	1	PEG-PLGA-PEG triblock copolymers
_	0	0	1	copolymer EO113-LA66-EO113
_	0	0	1	PEG2000-derived EO45-LA24-EO45
_	0	0	1	PEG5000-derived EO113-LA66-EO113
_	0	0	1	PEG2000-derived copolymers
_	0	0	1	Triblock Copolymers EO45-LA24-EO45
_	0	0	1	Pluronic F127
_	0	0	1	Pluronic P85
_	0	0	1	PEG-PLGA-PEG with Mn of 550-3400-550
_	0	0	1	PEG-PLA-PEG copolymers
_	0	0	1	PEG with Mn of 2000
_	0	0	1	diblock copolymer EO45-LA12
_	0	0	1	triblock EO45-LA24-EO45

DOI:10.1177/0731684406066364
TP = 6, FP = 14, FN = 16 / prec = 0.3000, recall = 0.2727, F = 0.2857
Rule-base	TP	FP	FN	Correct answer
SBR	1	0	0	SBR
RENUKAPPA	0	1	0	_
compounded SBR	1	0	0	compounded SBR
polyethylene	0	1	0	_
HDPE	1	0	0	HDPE
carbon-fiber-reinforced polyether	0	1	0	_
PES	1	0	0	PES
REINFORCED PLASTICS	0	1	0	_
COMPOSITES	0	1	0	_
PENNSYLVANIA	0	1	0	_
polyvinyl	0	1	0	_
PVC	1	0	0	PVC
GPF	0	1	0	_
styrene -- butadiene -- rubber ( SBR ) copolymer	0	1	0	_
TMPT	0	1	0	_
HP-LCR	0	1	0	_
incorporated SBR	0	1	0	_
black-filled SBR	0	1	0	_
Crosslinked Polyethylene	1	0	0	Crosslinked Polyethylene
PAS ,	0	1	0	_
_	0	0	1	SBR - Carbon Black
_	0	0	1	styrene - butadiene - rubber
_	0	0	1	compounded SBR composites
_	0	0	1	SBR composites
_	0	0	1	carbon black-loaded high density polyethylene
_	0	0	1	nickel-coated carbon-fiber-reinforced polyether sulfone
_	0	0	1	vulcanized styrene - butadiene - rubber
_	0	0	1	carbon black - polyvinyl chloride
_	0	0	1	polyethylene loaded with carbon black
_	0	0	1	SBR-wax matrix loaded with carbon black
_	0	0	1	SBR - carbon black
_	0	0	1	SBR-1502
_	0	0	1	Styrene - butadiene - rubber filled with more than 50 % carbon black
_	0	0	1	SBR filled with higher dosages ( % ) of carbon black ( more than 50 % )
_	0	0	1	Higher dosage ( % ) carbon black incorporated SBR compounds
_	0	0	1	High percentage carbon black-filled SBR

DOI:10.1163/156856206778937208
TP = 11, FP = 7, FN = 8 / prec = 0.6111, recall = 0.5789, F = 0.5946
Rule-base	TP	FP	FN	Correct answer
poly ( hydroxyalkanoate )	1	0	0	poly ( hydroxyalkanoate )
PUBLICATIONS	0	1	0	_
PROFILE	0	1	0	_
PHA	1	0	0	PHA
produced PHA	0	1	0	_
poly ( 3-hydroxybutyrate-co-3-hydroxyvalerate )	1	0	0	poly ( 3-hydroxybutyrate-co-3-hydroxyvalerate )
poly ( 3-hydroxybutyrateco-3-hydroxyvalerate )	1	0	0	poly ( 3-hydroxybutyrateco-3-hydroxyvalerate )
Poly ( hydroxyalkanoates )	1	0	0	Poly ( hydroxyalkanoates )
PHAs	1	0	0	PHAs
poly ( 3-hydroxybutyrate )	1	0	0	poly ( 3-hydroxybutyrate )
polyester	0	1	0	_
poly ( 3-hydroxybutyrate-co-3hydroxyvalerate )	1	0	0	poly ( 3-hydroxybutyrate-co-3hydroxyvalerate )
HPLC	0	1	0	_
obtained PHA	0	1	0	_
purified PHA	0	1	0	_
Polystyrene	1	0	0	Polystyrene
polystyrene	1	0	0	polystyrene
PS	1	0	0	PS
_	0	0	1	P ( 3HB-co-3HV )
_	0	0	1	P1
_	0	0	1	P2
_	0	0	1	P ( 3HB )
_	0	0	1	P ( 3-HB )
_	0	0	1	P ( 3HV )
_	0	0	1	P1 + P2
_	0	0	1	P ( 3HB-co3HV )

DOI:10.1007/BF02706494
TP = 7, FP = 3, FN = 2 / prec = 0.7000, recall = 0.7778, F = 0.7368
Rule-base	TP	FP	FN	Correct answer
TRIPATHI	0	1	0	_
polycarbonate	1	0	0	polycarbonate
PC	1	0	0	PC
polysulphone	1	0	0	polysulphone
PSF	1	0	0	PSF
poly ( ethylene terephthalate )	1	0	0	poly ( ethylene terephthalate )
GPSC	0	1	0	_
Polycarbonate	1	0	0	Polycarbonate
Polysulphone	1	0	0	Polysulphone
irradiated poly ( sulfone + carbonate ,3:1 )	0	1	0	_
_	0	0	1	Ni +7 ( 100MeV ) ion irradiated poly ( sulfone + carbonate ,3:1 )
_	0	0	1	blend membrane , made of polycarbonate and polysulphone

DOI:10.1007/BF02706502
TP = 5, FP = 4, FN = 4 / prec = 0.5556, recall = 0.5556, F = 0.5556
Rule-base	TP	FP	FN	Correct answer
modified poly ( methyl methacrylate )	0	1	0	_
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMA	1	0	0	PMMA
PMMA/SWNT	1	0	0	PMMA/SWNT
modified PMMA/SWNT	0	1	0	_
Poly methyl methacrylate ( PMMA )	1	0	0	Poly methyl methacrylate ( PMMA )
pure PMMA	0	1	0	_
SWNT/PMMA	1	0	0	SWNT/PMMA
Pure PMMA	0	1	0	_
_	0	0	1	aligned SWNT modified poly ( methyl methacrylate )
_	0	0	1	aligned SWNT modified PMMA/SWNT
_	0	0	1	PMMA / SWNT
_	0	0	1	SWNT - PMMA

DOI:10.1002/pola.21869
TP = 38, FP = 2, FN = 0 / prec = 0.9500, recall = 1.0000, F = 0.9744
Rule-base	TP	FP	FN	Correct answer
Poly ( N-propargylsulfamides )	1	0	0	Poly ( N-propargylsulfamides )
JIANPING	0	1	0	_
poly ( 1 )	1	0	0	poly ( 1 )
poly ( 1a )	1	0	0	poly ( 1a )
poly ( 1b )	1	0	0	poly ( 1b )
Poly ( 1 )	1	0	0	Poly ( 1 )
polyacetylenes	1	0	0	polyacetylenes
polyisocyanates	1	0	0	polyisocyanates
polyisocyanides	1	0	0	polyisocyanides
polychlorals	1	0	0	polychlorals
polymethacrylates	1	0	0	polymethacrylates
polysilanes	1	0	0	polysilanes
polythiophens	1	0	0	polythiophens
poly ( ureidophthalimide )	1	0	0	poly ( ureidophthalimide )
polymethacrylates5	1	0	0	polymethacrylates5
substituted polyacetylenes	1	0	0	substituted polyacetylenes
poly ( N-propargylamides )	1	0	0	poly ( N-propargylamides )
poly ( N-propargylsulfamides )	1	0	0	poly ( N-propargylsulfamides )
poly ( N-propargylsulfamide )	1	0	0	poly ( N-propargylsulfamide )
polystyrenes	1	0	0	polystyrenes
P-1020	0	1	0	_
POLY ( N-PROPARGYLSULFAMIDES )	1	0	0	POLY ( N-PROPARGYLSULFAMIDES )
poly ( 1a0.8-co-20 .2 )	1	0	0	poly ( 1a0.8-co-20 .2 )
poly ( Npropargylamides )	1	0	0	poly ( Npropargylamides )
reported poly ( N-propargylsulfamides )	1	0	0	reported poly ( N-propargylsulfamides )
poly ( 2 )	1	0	0	poly ( 2 )
Poly ( 1a )	1	0	0	Poly ( 1a )
Poly ( 1a-co-2 )	1	0	0	Poly ( 1a-co-2 )
Poly ( 1a0.95-co-20 .05 )	1	0	0	Poly ( 1a0.95-co-20 .05 )
Poly ( 1a0.9-co-20 .1 )	1	0	0	Poly ( 1a0.9-co-20 .1 )
Poly ( 1a0.8-co-20 .2 )	1	0	0	Poly ( 1a0.8-co-20 .2 )
Poly ( 1a0.6-co-20 .4 )	1	0	0	Poly ( 1a0.6-co-20 .4 )
Poly ( 1a0.4-co-20 .6 )	1	0	0	Poly ( 1a0.4-co-20 .6 )
Poly ( 1a0.2-co-20 .8 )	1	0	0	Poly ( 1a0.2-co-20 .8 )
poly ( 1a0.95-co-20 .05 )	1	0	0	poly ( 1a0.95-co-20 .05 )
poly ( 1a0.9-co-20 .1 )	1	0	0	poly ( 1a0.9-co-20 .1 )
poly ( 1a0.6-co-20 .4 )	1	0	0	poly ( 1a0.6-co-20 .4 )
poly ( 1a0.4-co-20 .6 )	1	0	0	poly ( 1a0.4-co-20 .6 )
poly ( 1a0.2co-20 .8 )	1	0	0	poly ( 1a0.2co-20 .8 )
poly ( 1a-co-2 )	1	0	0	poly ( 1a-co-2 )

DOI:10.1007/s10854-006-0040-1
TP = 8, FP = 8, FN = 10 / prec = 0.5000, recall = 0.4444, F = 0.4706
Rule-base	TP	FP	FN	Correct answer
polystyrene	1	0	0	polystyrene
PS	1	0	0	PS
polymethylmethacrylate	1	0	0	polymethylmethacrylate
PMMA	1	0	0	PMMA
PS/DS	1	0	0	PS/DS
PMMA/DS	1	0	0	PMMA/DS
PTFE	0	1	0	_
doped PS	0	1	0	_
doped polystyrene	1	0	0	doped polystyrene
doped PMMA	1	0	0	doped PMMA
ESCAProbeP	0	1	0	_
CasaXPS	0	1	0	_
as-prepared PS/DS	0	1	0	_
as-prepared PMMA/DS	0	1	0	_
poly ( sulfonated N-hydroxyethyl aniline ) -- polyaniline -- poly ( sulfonated N-hydroxyethyl aniline )	0	1	0	_
asp?ID1	0	1	0	_
_	0	0	1	PMMA / DS
_	0	0	1	PTFE doped with CaF2
_	0	0	1	PMMA doped with gold nanoparticles
_	0	0	1	DS doped PS
_	0	0	1	PMMA/DS doped to 40 wt . % DS
_	0	0	1	PS / DS
_	0	0	1	PMMA based composite
_	0	0	1	PMMA films doped with 20 wt . % of DS
_	0	0	1	poly ( sulfonated N-hydroxyethyl aniline ) - polyaniline - poly ( sulfonated N-hydroxyethyl aniline ) - polystyrene
_	0	0	1	PS film doped with 20 wt . % DS

DOI:10.1039/b610392h
TP = 8, FP = 12, FN = 15 / prec = 0.4000, recall = 0.3478, F = 0.3721
Rule-base	TP	FP	FN	Correct answer
polyaniline	1	0	0	polyaniline
non-grafted polyaniline	0	1	0	_
PANI	1	0	0	PANI
grafted polyaniline	1	0	0	grafted polyaniline
grafted PANI	1	0	0	grafted PANI
Polyaniline	1	0	0	Polyaniline
polypyrrole	1	0	0	polypyrrole
polythiophene	1	0	0	polythiophene
PANI/SBA	0	1	0	_
poly ( ethylene oxide )	0	1	0	_
poly ( propylene oxide )	0	1	0	_
PEG-PPG-PEG	1	0	0	PEG-PPG-PEG
bonded PANI/SBA	0	1	0	_
grafted PANI/SBA	0	1	0	_
P/Po	0	1	0	_
functionalized PANI/SBA	0	1	0	_
Grafted PANI	0	1	0	_
PANI ,	0	1	0	_
Grafted PANI/SBA	0	1	0	_
Grafted-PANI/SBA	0	1	0	_
_	0	0	1	PANI nanocomposites
_	0	0	1	polyaniline nanocomposite
_	0	0	1	PANI/SBA -15
_	0	0	1	polyaniline nanocomposites
_	0	0	1	tri-block copolymer poly ( ethylene oxide ) - poly ( propylene oxide ) - poly ( ethylene oxide )
_	0	0	1	covalently bonded PANI/SBA -15
_	0	0	1	SBA-15 / PANI
_	0	0	1	grafted PANI/SBA -15
_	0	0	1	functionalized PANI/SBA -15
_	0	0	1	Grafted PANI / SBA-15
_	0	0	1	grafted PANI / SBA-15
_	0	0	1	' grafted ' polyaniline
_	0	0	1	Grafted PANI/SBA -15
_	0	0	1	PANI composites
_	0	0	1	Grafted-PANI/SBA -15

DOI:10.1002/polb.21041
TP = 25, FP = 15, FN = 23 / prec = 0.6250, recall = 0.5208, F = 0.5682
Rule-base	TP	FP	FN	Correct answer
Poly ( n-hexyl methacrylate )	1	0	0	Poly ( n-hexyl methacrylate )
graftPoly ( ethylene glycol )	0	1	0	_
poly ( n-hexyl methacrylate )	1	0	0	poly ( n-hexyl methacrylate )
PHMA	1	0	0	PHMA
poly ( ethylene glycol )	1	0	0	poly ( ethylene glycol )
PEG	1	0	0	PEG
segregated PHMA	0	1	0	_
poly ( methyl acrylate )	1	0	0	poly ( methyl acrylate )
graft-poly ( ethylene glycol )	0	1	0	_
poly ( methyl methacrylate )	1	0	0	poly ( methyl methacrylate )
PMMAg-PEG	1	0	0	PMMAg-PEG
PMAc-g-PEG	1	0	0	PMAc-g-PEG
PMMA	1	0	0	PMMA
PMAc	1	0	0	PMAc
PMMA/PEG	1	0	0	PMMA/PEG
PMAc/PEG	1	0	0	PMAc/PEG
PMMA-g-PEG	1	0	0	PMMA-g-PEG
PMAcg-PEG	1	0	0	PMAcg-PEG
polystyrene-graft-poly ( ethylene glycol )	1	0	0	polystyrene-graft-poly ( ethylene glycol )
graftpoly ( ethylene glycol )	0	1	0	_
PHMA-g-PEG	1	0	0	PHMA-g-PEG
selected PHMA	0	1	0	_
PEGblock-PHMA	0	1	0	_
PHMA/PEG	1	0	0	PHMA/PEG
PHMAg-PEG	1	0	0	PHMAg-PEG
Poly ( ethylene glycol )	0	1	0	_
precipitated PEG	0	1	0	_
Unreacted PEG	0	1	0	_
polystyrene	1	0	0	polystyrene
crystallized PEG	0	1	0	_
POM	0	1	0	_
grafted PEG	1	0	0	grafted PEG
PMAc-gPEG	1	0	0	PMAc-gPEG
POMd	0	1	0	_
noncrystallized PEG	0	1	0	_
exhibited PEG	0	1	0	_
PEG-block-PHMA	1	0	0	PEG-block-PHMA
PMMA-gPEG	1	0	0	PMMA-gPEG
polygraft	0	1	0	_
PHMA-block-PEG	1	0	0	PHMA-block-PEG
_	0	0	1	HMAx
_	0	0	1	HMA40
_	0	0	1	HMA46
_	0	0	1	poly ( methyl acrylate ) - graft-poly ( ethylene glycol )
_	0	0	1	poly ( methyl methacrylate ) - graft-poly ( ethylene glycol )
_	0	0	1	Poly ( ethylene glycol ) with a methoxy group at one end and a methacryloyl group at the other end
_	0	0	1	PEG - MA
_	0	0	1	perfectly crystallized PEG
_	0	0	1	MMAx
_	0	0	1	MACx
_	0	0	1	HMA73
_	0	0	1	HMA71
_	0	0	1	HMA59
_	0	0	1	HMA56
_	0	0	1	HMA38
_	0	0	1	HMA32
_	0	0	1	HMA15
_	0	0	1	MAC64
_	0	0	1	HMAxwith
_	0	0	1	PHMA-segregated
_	0	0	1	MAC72
_	0	0	1	PEG-segregated
_	0	0	1	MAC41

DOI:10.1002/pola.21771
TP = 12, FP = 5, FN = 8 / prec = 0.7059, recall = 0.6000, F = 0.6486
Rule-base	TP	FP	FN	Correct answer
PING	0	1	0	_
CTA	0	1	0	_
PBD	0	1	0	_
poly ( 2 - ( N-carbazolyl ) ethyl methacrylate )	1	0	0	poly ( 2 - ( N-carbazolyl ) ethyl methacrylate )
poly ( methacrylate )	1	0	0	poly ( methacrylate )
well-defined polyfluorene-based	0	1	0	_
poly ( N-ethyl-3-vinylcarbazole )	1	0	0	poly ( N-ethyl-3-vinylcarbazole )
poly ( 2 - ( 9H-carbazol-9-yl ) ethyl methacrylate )	1	0	0	poly ( 2 - ( 9H-carbazol-9-yl ) ethyl methacrylate )
POCl3	0	1	0	_
poly ( CzEMA )	1	0	0	poly ( CzEMA )
poly ( t-Bu-OxaMA )	1	0	0	poly ( t-Bu-OxaMA )
GCMSQP2010	1	0	0	GCMSQP2010
LC-10ADvp	1	0	0	LC-10ADvp
polystyrenes	1	0	0	polystyrenes
RF-5301PC	1	0	0	RF-5301PC
polystyrene	1	0	0	polystyrene
poly ( t-BuOxaMA )	1	0	0	poly ( t-BuOxaMA )
_	0	0	1	polyfluorene-based
_	0	0	1	poly ( 4 - ( 5 - ( 4tert-Butylphenyl-1 ,3,4 - oxadiazol-2-yl ) phenyl methacrylate )
_	0	0	1	poly ( CzEMA ) prepared by RAFT process
_	0	0	1	poly ( t-BuOxaMA ) prepared by RAFT process
_	0	0	1	poly ( CzEMA ) obtained in the absence of CDB
_	0	0	1	poly ( CzEMA ) obtained by RAFT polymerization
_	0	0	1	poly ( CzEMA ) obtained by RAFT process
_	0	0	1	poly ( t-Bu-OxaMA ) prepared by RAFT polymerization

DOI:10.1021/la0624135
TP = 12, FP = 9, FN = 1 / prec = 0.5714, recall = 0.9231, F = 0.7059
Rule-base	TP	FP	FN	Correct answer
Polyaniline	1	0	0	Polyaniline
TPP	0	1	0	_
polyaniline	1	0	0	polyaniline
PANI	1	0	0	PANI
polypyrrole	1	0	0	polypyrrole
PPy	1	0	0	PPy
poly ( phenylene vinylene )	1	0	0	poly ( phenylene vinylene )
PPV	1	0	0	PPV
poly-3	0	1	0	_
PEDOT	1	0	0	PEDOT
polyethylenes	1	0	0	polyethylenes
polypropylenes	1	0	0	polypropylenes
acid-doped PANI	1	0	0	acid-doped PANI
RuTPP	0	1	0	_
GPIB	0	1	0	_
PC	0	1	0	_
polypyridyl	0	1	0	_
Polypyridine	0	1	0	_
12-pyr-Ru	0	1	0	_
expanded PANI	0	1	0	_
polyanilines	1	0	0	polyanilines
_	0	0	1	poly-3 ,4 - ethylenedioxythiophene

DOI:10.1177/0021955X06063512
TP = 6, FP = 7, FN = 2 / prec = 0.4615, recall = 0.7500, F = 0.5714
Rule-base	TP	FP	FN	Correct answer
Polycarbonate	1	0	0	Polycarbonate
PUBLICATIONS	0	1	0	_
PROFILE	0	1	0	_
NPArC	0	1	0	_
VIPIN	0	1	0	_
polycarbonate	1	0	0	polycarbonate
PC	1	0	0	PC
unfoamed PC	1	0	0	unfoamed PC
uPC	1	0	0	uPC
PLASTICS	0	1	0	_
4MPa	0	1	0	_
5MPa	0	1	0	_
UPC	1	0	0	UPC
_	0	0	1	MCF-0 .9
_	0	0	1	MCF-0 .7

DOI:10.1016/j.jpowsour.2006.02.104
TP = 2, FP = 4, FN = 14 / prec = 0.3333, recall = 0.1250, F = 0.1818
Rule-base	TP	FP	FN	Correct answer
PEO	1	0	0	PEO
poly ( ethylene oxide )	1	0	0	poly ( ethylene oxide )
AUTOLAB/PGSTAT	0	1	0	_
pure PEO	0	1	0	_
polyer	0	1	0	_
IOP	0	1	0	_
_	0	0	1	nano-sized Fe oxide composite PEO
_	0	0	1	PEO : LiClO4 with nano-sized Fe3O4
_	0	0	1	PEO : LiClO4
_	0	0	1	PEO and Fe3O4 blend PEO : LiClO4
_	0	0	1	PEO complex
_	0	0	1	PEO : Li salt complex
_	0	0	1	PEO : Li stable complex
_	0	0	1	PEO : Li
_	0	0	1	PEO : Li crystalline complexes
_	0	0	1	PEO - Li crystal complex
_	0	0	1	PEO : LiClO4 complex
_	0	0	1	Fe3O4 nanocomposite PEO : LiClO4
_	0	0	1	PEO : LiClO4 with Fe3O4
_	0	0	1	nano-Fe composite PEO
