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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL256

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL256 (TID: 280), and it has 3438 rows and 1440 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median).

1442 features

pXC50 (target)	numeric	1603 unique values 0 missing
molecule_id (row identifier)	nominal	3438 unique values 0 missing
CATS2D_07_DN	numeric	4 unique values 0 missing
F.083	numeric	3 unique values 0 missing
nC	numeric	48 unique values 0 missing
S.107	numeric	4 unique values 0 missing
SpMaxA_EA.ed.	numeric	425 unique values 0 missing
AAC	numeric	658 unique values 0 missing
CATS2D_07_DP	numeric	4 unique values 0 missing
F.084	numeric	4 unique values 0 missing
nCar	numeric	28 unique values 0 missing
S.108	numeric	3 unique values 0 missing
SpMax_AEA.ri.	numeric	524 unique values 0 missing
AECC	numeric	1402 unique values 0 missing
CATS2D_07_LL	numeric	37 unique values 0 missing
F.085	numeric	4 unique values 0 missing
nCb.	numeric	11 unique values 0 missing
S.109	numeric	2 unique values 0 missing
SpMaxA_EA.ri.	numeric	172 unique values 0 missing
ALOGP	numeric	2453 unique values 0 missing
CATS2D_07_NL	numeric	8 unique values 0 missing
GATS1e	numeric	574 unique values 0 missing
nCbH	numeric	20 unique values 0 missing
S.110	numeric	3 unique values 0 missing
SpMax_EA	numeric	475 unique values 0 missing
ALOGP2	numeric	2796 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS1i	numeric	840 unique values 0 missing
nCconj	numeric	11 unique values 0 missing
S1K	numeric	1837 unique values 0 missing
SpMax_EA.bo.	numeric	555 unique values 0 missing
AMR	numeric	3009 unique values 0 missing
CATS2D_07_PL	numeric	5 unique values 0 missing
GATS1m	numeric	465 unique values 0 missing
nCconjX	numeric	2 unique values 0 missing
S2K	numeric	2082 unique values 0 missing
SpMax_EA.dm.	numeric	192 unique values 0 missing
AMW	numeric	1619 unique values 0 missing
CATS2D_07_PN	numeric	3 unique values 0 missing
GATS1p	numeric	760 unique values 0 missing
nCH2RX	numeric	3 unique values 0 missing
S3K	numeric	2081 unique values 0 missing
SpMax_EA.ed.	numeric	826 unique values 0 missing
ARR	numeric	338 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS1s	numeric	670 unique values 0 missing
nCHRX2	numeric	2 unique values 0 missing
SaaaC	numeric	1374 unique values 0 missing
SpMax_EA.ri.	numeric	547 unique values 0 missing
ATS1e	numeric	961 unique values 0 missing
CATS2D_08_AA	numeric	9 unique values 0 missing
GATS1v	numeric	496 unique values 0 missing
nCIC	numeric	11 unique values 0 missing
SAacc	numeric	1033 unique values 0 missing
SpMin1_Bh.e.	numeric	312 unique values 0 missing
ATS1i	numeric	961 unique values 0 missing
CATS2D_08_AL	numeric	30 unique values 0 missing
GATS2e	numeric	799 unique values 0 missing
nCIR	numeric	20 unique values 0 missing
SaaCH	numeric	2983 unique values 0 missing
SpMin1_Bh.i.	numeric	331 unique values 0 missing
ATS1m	numeric	927 unique values 0 missing
CATS2D_08_AN	numeric	6 unique values 0 missing
GATS2i	numeric	538 unique values 0 missing
nCL	numeric	6 unique values 0 missing
SaaN	numeric	2341 unique values 0 missing
SpMin1_Bh.m.	numeric	333 unique values 0 missing
ATS1p	numeric	943 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS2m	numeric	542 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SaaNH	numeric	401 unique values 0 missing
SpMin1_Bh.p.	numeric	221 unique values 0 missing
ATS1s	numeric	946 unique values 0 missing
CATS2D_08_DA	numeric	9 unique values 0 missing
GATS2p	numeric	611 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SaaO	numeric	308 unique values 0 missing
SpMin1_Bh.s.	numeric	481 unique values 0 missing
ATS1v	numeric	916 unique values 0 missing
CATS2D_08_DD	numeric	6 unique values 0 missing
GATS2s	numeric	658 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SaaS	numeric	113 unique values 0 missing
SpMin1_Bh.v.	numeric	238 unique values 0 missing
ATS2e	numeric	1037 unique values 0 missing
CATS2D_08_DL	numeric	12 unique values 0 missing
GATS2v	numeric	492 unique values 0 missing
nCp	numeric	9 unique values 0 missing
SaasC	numeric	2404 unique values 0 missing
SpMin2_Bh.e.	numeric	431 unique values 0 missing
ATS2i	numeric	1080 unique values 0 missing
CATS2D_08_DN	numeric	4 unique values 0 missing
GATS3e	numeric	662 unique values 0 missing
nCq	numeric	4 unique values 0 missing
SaasN	numeric	784 unique values 0 missing
SpMin2_Bh.i.	numeric	451 unique values 0 missing
ATS2m	numeric	998 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3i	numeric	505 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SAdon	numeric	150 unique values 0 missing
SpMin2_Bh.m.	numeric	392 unique values 0 missing
ATS2p	numeric	998 unique values 0 missing
CATS2D_08_LL	numeric	39 unique values 0 missing
GATS3m	numeric	554 unique values 0 missing
nCrq	numeric	4 unique values 0 missing
SAtot	numeric	2821 unique values 0 missing
SpMin2_Bh.p.	numeric	334 unique values 0 missing
ATS2s	numeric	1106 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS3p	numeric	563 unique values 0 missing
nCrs	numeric	14 unique values 0 missing
SCBO	numeric	131 unique values 0 missing
SpMin2_Bh.s.	numeric	489 unique values 0 missing
ATS2v	numeric	967 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS3s	numeric	711 unique values 0 missing
nCrt	numeric	6 unique values 0 missing
SdCH2	numeric	30 unique values 0 missing
SpMin2_Bh.v.	numeric	344 unique values 0 missing
ATS3e	numeric	1158 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS3v	numeric	487 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SddC	numeric	4 unique values 0 missing
SpMin3_Bh.e.	numeric	608 unique values 0 missing
ATS3i	numeric	1186 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4e	numeric	873 unique values 0 missing
nCs	numeric	19 unique values 0 missing
SddsN	numeric	67 unique values 0 missing
SpMin3_Bh.i.	numeric	596 unique values 0 missing
ATS3m	numeric	1108 unique values 0 missing
CATS2D_09_AA	numeric	11 unique values 0 missing
GATS4i	numeric	572 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SddssS	numeric	108 unique values 0 missing
SpMin3_Bh.m.	numeric	562 unique values 0 missing
ATS3p	numeric	1111 unique values 0 missing
CATS2D_09_AL	numeric	28 unique values 0 missing
GATS4m	numeric	657 unique values 0 missing
nCsp2	numeric	37 unique values 0 missing
SdNH	numeric	6 unique values 0 missing
SpMin3_Bh.p.	numeric	492 unique values 0 missing
ATS3s	numeric	1196 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS4p	numeric	607 unique values 0 missing
nCsp3	numeric	27 unique values 0 missing
SdO	numeric	1908 unique values 0 missing
SpMin3_Bh.s.	numeric	669 unique values 0 missing
ATS3v	numeric	1050 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS4s	numeric	942 unique values 0 missing
nCt	numeric	6 unique values 0 missing
SdS	numeric	9 unique values 0 missing
SpMin3_Bh.v.	numeric	513 unique values 0 missing
ATS4e	numeric	1251 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS4v	numeric	514 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SdsCH	numeric	155 unique values 0 missing
SpMin4_Bh.e.	numeric	665 unique values 0 missing
ATS4i	numeric	1271 unique values 0 missing
CATS2D_09_DD	numeric	6 unique values 0 missing
GATS5e	numeric	1047 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SdsN	numeric	343 unique values 0 missing
SpMin4_Bh.i.	numeric	679 unique values 0 missing
ATS4m	numeric	1157 unique values 0 missing
CATS2D_09_DL	numeric	12 unique values 0 missing
GATS5i	numeric	530 unique values 0 missing
nDB	numeric	14 unique values 0 missing
SdssC	numeric	1245 unique values 0 missing
SpMin4_Bh.m.	numeric	640 unique values 0 missing
ATS4p	numeric	1177 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5m	numeric	732 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SdssS	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	586 unique values 0 missing
ATS4s	numeric	1268 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS5p	numeric	634 unique values 0 missing
NddC	numeric	3 unique values 0 missing
SdsssP	numeric	8 unique values 0 missing
SpMin4_Bh.s.	numeric	773 unique values 0 missing
ATS4v	numeric	1147 unique values 0 missing
CATS2D_09_LL	numeric	39 unique values 0 missing
GATS5s	numeric	1122 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
Se	numeric	2197 unique values 0 missing
SpMin4_Bh.v.	numeric	598 unique values 0 missing
ATS5e	numeric	1307 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS5v	numeric	570 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
Si	numeric	2250 unique values 0 missing
SpMin5_Bh.e.	numeric	731 unique values 0 missing
ATS5i	numeric	1338 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6e	numeric	1124 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	737 unique values 0 missing
ATS5m	numeric	1236 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6i	numeric	575 unique values 0 missing
NdO	numeric	9 unique values 0 missing
SIC0	numeric	212 unique values 0 missing
SpMin5_Bh.m.	numeric	717 unique values 0 missing
ATS5p	numeric	1254 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6m	numeric	869 unique values 0 missing
NdS	numeric	3 unique values 0 missing
SIC1	numeric	368 unique values 0 missing
SpMin5_Bh.p.	numeric	716 unique values 0 missing
ATS5s	numeric	1361 unique values 0 missing
CENT	numeric	1585 unique values 0 missing
GATS6p	numeric	687 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SIC2	numeric	348 unique values 0 missing
SpMin5_Bh.s.	numeric	788 unique values 0 missing
ATS5v	numeric	1238 unique values 0 missing
Chi0_AEA.bo.	numeric	1491 unique values 0 missing
GATS6s	numeric	1206 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SIC3	numeric	268 unique values 0 missing
SpMin5_Bh.v.	numeric	686 unique values 0 missing
ATS6e	numeric	1383 unique values 0 missing
Chi0_AEA.dm.	numeric	1491 unique values 0 missing
GATS6v	numeric	564 unique values 0 missing
NdssC	numeric	11 unique values 0 missing
SIC4	numeric	237 unique values 0 missing
SpMin6_Bh.e.	numeric	779 unique values 0 missing
ATS6i	numeric	1403 unique values 0 missing
Chi0_AEA.ed.	numeric	1491 unique values 0 missing
GATS7e	numeric	1002 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SIC5	numeric	221 unique values 0 missing
SpMin6_Bh.i.	numeric	798 unique values 0 missing
ATS6m	numeric	1355 unique values 0 missing
Chi0_AEA.ri.	numeric	1491 unique values 0 missing
GATS7i	numeric	618 unique values 0 missing
NdsssP	numeric	4 unique values 0 missing
SM02_AEA.bo.	numeric	588 unique values 0 missing
SpMin6_Bh.m.	numeric	789 unique values 0 missing
ATS6p	numeric	1340 unique values 0 missing
Chi0_EA	numeric	1491 unique values 0 missing
GATS7m	numeric	880 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	1080 unique values 0 missing
SpMin6_Bh.p.	numeric	777 unique values 0 missing
ATS6s	numeric	1395 unique values 0 missing
Chi0_EA.bo.	numeric	2105 unique values 0 missing
GATS7p	numeric	685 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	271 unique values 0 missing
SpMin6_Bh.s.	numeric	790 unique values 0 missing
ATS6v	numeric	1331 unique values 0 missing
Chi0_EA.dm.	numeric	2073 unique values 0 missing
GATS7s	numeric	1077 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM02_AEA.ri.	numeric	1678 unique values 0 missing
SpMin6_Bh.v.	numeric	761 unique values 0 missing
ATS7e	numeric	1447 unique values 0 missing
Chi0_EA.ed.	numeric	2089 unique values 0 missing
GATS7v	numeric	570 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM02_EA	numeric	90 unique values 0 missing
SpMin7_Bh.e.	numeric	836 unique values 0 missing
ATS7i	numeric	1469 unique values 0 missing
Chi0_EA.ri.	numeric	2826 unique values 0 missing
GATS8e	numeric	1000 unique values 0 missing
nH	numeric	57 unique values 0 missing
SM02_EA.bo.	numeric	377 unique values 0 missing
SpMin7_Bh.i.	numeric	826 unique values 0 missing
ATS7m	numeric	1489 unique values 0 missing
Chi1_AEA.bo.	numeric	1898 unique values 0 missing
GATS8i	numeric	614 unique values 0 missing
nHAcc	numeric	23 unique values 0 missing
SM02_EA.dm.	numeric	668 unique values 0 missing
SpMin7_Bh.m.	numeric	857 unique values 0 missing
ATS7p	numeric	1398 unique values 0 missing
Chi1_AEA.dm.	numeric	1898 unique values 0 missing
GATS8m	numeric	909 unique values 0 missing
nHDon	numeric	13 unique values 0 missing
SM02_EA.ed.	numeric	563 unique values 0 missing
SpMin7_Bh.p.	numeric	839 unique values 0 missing
ATS7s	numeric	1439 unique values 0 missing
Chi1_AEA.ed.	numeric	1898 unique values 0 missing
GATS8p	numeric	734 unique values 0 missing
nHet	numeric	26 unique values 0 missing
SM02_EA.ri.	numeric	947 unique values 0 missing
SpMin7_Bh.s.	numeric	743 unique values 0 missing
ATS7v	numeric	1403 unique values 0 missing
Chi1_AEA.ri.	numeric	1898 unique values 0 missing
GATS8s	numeric	1152 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM03_AEA.bo.	numeric	841 unique values 0 missing
SpMin7_Bh.v.	numeric	837 unique values 0 missing
ATS8e	numeric	1519 unique values 0 missing
Chi1_EA	numeric	1898 unique values 0 missing
GATS8v	numeric	647 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	1080 unique values 0 missing
SpMin8_Bh.e.	numeric	862 unique values 0 missing
ATS8i	numeric	1514 unique values 0 missing
Chi1_EA.bo.	numeric	2241 unique values 0 missing
GGI1	numeric	32 unique values 0 missing
nImidazoles	numeric	4 unique values 0 missing
SM03_AEA.ed.	numeric	838 unique values 0 missing
SpMin8_Bh.i.	numeric	850 unique values 0 missing
ATS8m	numeric	1600 unique values 0 missing
Chi1_EA.dm.	numeric	2189 unique values 0 missing
GGI10	numeric	403 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1586 unique values 0 missing
SpMin8_Bh.m.	numeric	903 unique values 0 missing
ATS8p	numeric	1486 unique values 0 missing
Chi1_EA.ed.	numeric	1873 unique values 0 missing
GGI2	numeric	94 unique values 0 missing
nN	numeric	16 unique values 0 missing
SM03_EA	numeric	34 unique values 0 missing
SpMin8_Bh.p.	numeric	874 unique values 0 missing
ATS8s	numeric	1484 unique values 0 missing
Chi1_EA.ri.	numeric	2861 unique values 0 missing
GGI3	numeric	410 unique values 0 missing
nN.	numeric	3 unique values 0 missing
SM03_EA.bo.	numeric	153 unique values 0 missing
SpMin8_Bh.s.	numeric	661 unique values 0 missing
ATS8v	numeric	1524 unique values 0 missing
CIC0	numeric	1196 unique values 0 missing
GGI4	numeric	1123 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	135 unique values 0 missing
SpMin8_Bh.v.	numeric	865 unique values 0 missing
ATSC1e	numeric	406 unique values 0 missing
CIC1	numeric	1396 unique values 0 missing
GGI5	numeric	712 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	569 unique values 0 missing
SRW02	numeric	64 unique values 0 missing
ATSC1i	numeric	819 unique values 0 missing
CIC2	numeric	1274 unique values 0 missing
GGI6	numeric	875 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	940 unique values 0 missing
SRW03	numeric	4 unique values 0 missing
ATSC1m	numeric	2444 unique values 0 missing
CIC3	numeric	979 unique values 0 missing
GGI7	numeric	738 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	906 unique values 0 missing
SRW04	numeric	189 unique values 0 missing
ATSC1p	numeric	2049 unique values 0 missing
CIC4	numeric	829 unique values 0 missing
GGI8	numeric	626 unique values 0 missing
nNq	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	1021 unique values 0 missing
SRW05	numeric	16 unique values 0 missing
ATSC1s	numeric	2872 unique values 0 missing
CIC5	numeric	790 unique values 0 missing
GGI9	numeric	497 unique values 0 missing
NNRS	numeric	20 unique values 0 missing
SM04_AEA.ed.	numeric	1002 unique values 0 missing
SRW06	numeric	615 unique values 0 missing
ATSC1v	numeric	2246 unique values 0 missing
CID	numeric	778 unique values 0 missing
GMTI	numeric	2276 unique values 0 missing
nO	numeric	15 unique values 0 missing
SM04_AEA.ri.	numeric	1563 unique values 0 missing
SRW07	numeric	62 unique values 0 missing
ATSC2e	numeric	872 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
GMTIV	numeric	3029 unique values 0 missing
nOHp	numeric	5 unique values 0 missing
SM04_EA	numeric	347 unique values 0 missing
SRW08	numeric	926 unique values 0 missing
ATSC2i	numeric	1181 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
GNar	numeric	326 unique values 0 missing
nOHs	numeric	7 unique values 0 missing
SM04_EA.bo.	numeric	975 unique values 0 missing
SRW09	numeric	191 unique values 0 missing
ATSC2m	numeric	2827 unique values 0 missing
Cl.088	numeric	2 unique values 0 missing
H.	numeric	240 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	746 unique values 0 missing
SRW10	numeric	974 unique values 0 missing
ATSC2p	numeric	2468 unique values 0 missing
Cl.089	numeric	6 unique values 0 missing
H.046	numeric	25 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1182 unique values 0 missing
SsBr	numeric	83 unique values 0 missing
ATSC2s	numeric	3210 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	37 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	1073 unique values 0 missing
SsCH3	numeric	1688 unique values 0 missing
ATSC2v	numeric	2618 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	919 unique values 0 missing
SsCl	numeric	412 unique values 0 missing
ATSC3e	numeric	1206 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	7 unique values 0 missing
nP	numeric	4 unique values 0 missing
SM05_AEA.dm.	numeric	1070 unique values 0 missing
SsF	numeric	286 unique values 0 missing
ATSC3i	numeric	1368 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	13 unique values 0 missing
nPO4	numeric	4 unique values 0 missing
SM05_AEA.ed.	numeric	1069 unique values 0 missing
SsI	numeric	93 unique values 0 missing
ATSC3m	numeric	3075 unique values 0 missing
CSI	numeric	1086 unique values 0 missing
H.051	numeric	11 unique values 0 missing
nP..O.O2R	numeric	3 unique values 0 missing
SM05_AEA.ri.	numeric	1462 unique values 0 missing
SsNH2	numeric	429 unique values 0 missing
ATSC3p	numeric	2738 unique values 0 missing
DBI	numeric	76 unique values 0 missing
H.052	numeric	19 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA	numeric	178 unique values 0 missing
SsOH	numeric	1184 unique values 0 missing
ATSC3s	numeric	3268 unique values 0 missing
D.Dtr03	numeric	215 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	976 unique values 0 missing
SssCH2	numeric	2058 unique values 0 missing
ATSC3v	numeric	2887 unique values 0 missing
D.Dtr04	numeric	20 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	269 unique values 0 missing
SsSH	numeric	5 unique values 0 missing
ATSC4e	numeric	1276 unique values 0 missing
D.Dtr05	numeric	2100 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	1233 unique values 0 missing
SssNH	numeric	1390 unique values 0 missing
ATSC4i	numeric	1432 unique values 0 missing
D.Dtr06	numeric	2390 unique values 0 missing
HDcpx	numeric	336 unique values 0 missing
nPyrimidines	numeric	4 unique values 0 missing
SM05_EA.ri.	numeric	1161 unique values 0 missing
SssO	numeric	1076 unique values 0 missing
ATSC4m	numeric	3189 unique values 0 missing
D.Dtr07	numeric	28 unique values 0 missing
HNar	numeric	313 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	958 unique values 0 missing
SssS	numeric	233 unique values 0 missing
ATSC4p	numeric	2877 unique values 0 missing
D.Dtr08	numeric	47 unique values 0 missing
HVcpx	numeric	1126 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	1149 unique values 0 missing
SsssCH	numeric	1312 unique values 0 missing
ATSC4s	numeric	3292 unique values 0 missing
D.Dtr09	numeric	1958 unique values 0 missing
Hy	numeric	865 unique values 0 missing
nR03	numeric	4 unique values 0 missing
SM06_AEA.ed.	numeric	1115 unique values 0 missing
SsssN	numeric	731 unique values 0 missing
ATSC4v	numeric	2987 unique values 0 missing
D.Dtr10	numeric	365 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1438 unique values 0 missing
SssssB.	numeric	4 unique values 0 missing
ATSC5e	numeric	1214 unique values 0 missing
D.Dtr11	numeric	14 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM06_EA	numeric	1077 unique values 0 missing
SssssC	numeric	306 unique values 0 missing
ATSC5i	numeric	1460 unique values 0 missing
D.Dtr12	numeric	421 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM06_EA.bo.	numeric	1081 unique values 0 missing
SssssN.	numeric	3 unique values 0 missing
ATSC5m	numeric	3195 unique values 0 missing
DECC	numeric	1176 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	696 unique values 0 missing
SssssSi	numeric	4 unique values 0 missing
ATSC5p	numeric	2864 unique values 0 missing
DELS	numeric	3228 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM06_EA.ed.	numeric	1269 unique values 0 missing
StCH	numeric	19 unique values 0 missing
ATSC5s	numeric	3294 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	1204 unique values 0 missing
StN	numeric	35 unique values 0 missing
ATSC5v	numeric	2982 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IAC	numeric	2138 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM07_AEA.bo.	numeric	1004 unique values 0 missing
StsC	numeric	248 unique values 0 missing
ATSC6e	numeric	1186 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC0	numeric	658 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	1179 unique values 0 missing
Sv	numeric	2210 unique values 0 missing
ATSC6i	numeric	1540 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC1	numeric	1277 unique values 0 missing
nR12	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1174 unique values 0 missing
TIC0	numeric	2138 unique values 0 missing
ATSC6m	numeric	3182 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC2	numeric	1387 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1450 unique values 0 missing
TIC1	numeric	2662 unique values 0 missing
ATSC6p	numeric	2888 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC3	numeric	1157 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA	numeric	855 unique values 0 missing
TIC2	numeric	2502 unique values 0 missing
ATSC6s	numeric	3289 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC4	numeric	1053 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1174 unique values 0 missing
TIC3	numeric	1960 unique values 0 missing
ATSC6v	numeric	3034 unique values 0 missing
DLS_06	numeric	7 unique values 0 missing
IC5	numeric	1007 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	294 unique values 0 missing
TIC4	numeric	1688 unique values 0 missing
ATSC7e	numeric	1155 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ICR	numeric	882 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1337 unique values 0 missing
TIC5	numeric	1622 unique values 0 missing
ATSC7i	numeric	1591 unique values 0 missing
DLS_cons	numeric	71 unique values 0 missing
IDDE	numeric	640 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1273 unique values 0 missing
TIE	numeric	3274 unique values 0 missing
ATSC7m	numeric	3184 unique values 0 missing
Dz	numeric	502 unique values 0 missing
IDDM	numeric	545 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1023 unique values 0 missing
TPC	numeric	1409 unique values 0 missing
ATSC7p	numeric	2876 unique values 0 missing
ECC	numeric	659 unique values 0 missing
IDE	numeric	1175 unique values 0 missing
nRCONHR	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	1247 unique values 0 missing
TPSA.NO.	numeric	936 unique values 0 missing
ATSC7s	numeric	3285 unique values 0 missing
Eig01_AEA.bo.	numeric	442 unique values 0 missing
IDET	numeric	2392 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1212 unique values 0 missing
TPSA.Tot.	numeric	996 unique values 0 missing
ATSC7v	numeric	2997 unique values 0 missing
Eig01_AEA.dm.	numeric	694 unique values 0 missing
IDM	numeric	1436 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	1523 unique values 0 missing
TRS	numeric	42 unique values 0 missing
ATSC8e	numeric	1123 unique values 0 missing
Eig01_AEA.ed.	numeric	557 unique values 0 missing
IDMT	numeric	2400 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM08_EA	numeric	1192 unique values 0 missing
TWC	numeric	1052 unique values 0 missing
ATSC8i	numeric	1573 unique values 0 missing
Eig01_AEA.ri.	numeric	524 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	1232 unique values 0 missing
Uc	numeric	42 unique values 0 missing
ATSC8m	numeric	3149 unique values 0 missing
Eig01_EA	numeric	475 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	643 unique values 0 missing
Ui	numeric	44 unique values 0 missing
ATSC8p	numeric	2887 unique values 0 missing
Eig01_EA.bo.	numeric	555 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	1373 unique values 0 missing
Uindex	numeric	2317 unique values 0 missing
ATSC8s	numeric	3262 unique values 0 missing
Eig01_EA.dm.	numeric	192 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM08_EA.ri.	numeric	1329 unique values 0 missing
UNIP	numeric	298 unique values 0 missing
ATSC8v	numeric	3022 unique values 0 missing
Eig01_EA.ed.	numeric	826 unique values 0 missing
ISIZ	numeric	104 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	475 unique values 0 missing
VAR	numeric	320 unique values 0 missing
BAC	numeric	127 unique values 0 missing
Eig01_EA.ri.	numeric	547 unique values 0 missing
IVDE	numeric	454 unique values 0 missing
nR.CX	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	1234 unique values 0 missing
Vindex	numeric	305 unique values 0 missing
BBI	numeric	90 unique values 0 missing
Eig02_AEA.bo.	numeric	658 unique values 0 missing
IVDM	numeric	553 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1205 unique values 0 missing
VvdwMG	numeric	2024 unique values 0 missing
BIC0	numeric	194 unique values 0 missing
Eig02_AEA.dm.	numeric	888 unique values 0 missing
JGI1	numeric	169 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1540 unique values 0 missing
VvdwZAZ	numeric	2431 unique values 0 missing
BIC1	numeric	337 unique values 0 missing
Eig02_AEA.ed.	numeric	754 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM09_EA	numeric	1228 unique values 0 missing
Vx	numeric	2024 unique values 0 missing
BIC2	numeric	330 unique values 0 missing
Eig02_AEA.ri.	numeric	706 unique values 0 missing
JGI2	numeric	91 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1292 unique values 0 missing
Wap	numeric	2181 unique values 0 missing
BIC3	numeric	254 unique values 0 missing
Eig02_EA	numeric	673 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	284 unique values 0 missing
X.	numeric	84 unique values 0 missing
BIC4	numeric	217 unique values 0 missing
Eig02_EA.bo.	numeric	724 unique values 0 missing
JGI4	numeric	53 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1399 unique values 0 missing
X0	numeric	733 unique values 0 missing
BIC5	numeric	212 unique values 0 missing
Eig02_EA.dm.	numeric	179 unique values 0 missing
JGI5	numeric	41 unique values 0 missing
nROH	numeric	9 unique values 0 missing
SM09_EA.ri.	numeric	1357 unique values 0 missing
X0A	numeric	102 unique values 0 missing
BID	numeric	189 unique values 0 missing
Eig02_EA.ed.	numeric	1172 unique values 0 missing
JGI6	numeric	33 unique values 0 missing
nROR	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	673 unique values 0 missing
X0Av	numeric	184 unique values 0 missing
BLI	numeric	385 unique values 0 missing
Eig02_EA.ri.	numeric	674 unique values 0 missing
JGI7	numeric	28 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM10_AEA.dm.	numeric	826 unique values 0 missing
X0sol	numeric	1137 unique values 0 missing
BLTA96	numeric	608 unique values 0 missing
Eig03_AEA.bo.	numeric	723 unique values 0 missing
JGI8	numeric	22 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1258 unique values 0 missing
X0v	numeric	2479 unique values 0 missing
BLTD48	numeric	586 unique values 0 missing
Eig03_AEA.dm.	numeric	964 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1578 unique values 0 missing
X1	numeric	1470 unique values 0 missing
BLTF96	numeric	531 unique values 0 missing
Eig03_AEA.ed.	numeric	872 unique values 0 missing
JGT	numeric	308 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA	numeric	1291 unique values 0 missing
X1A	numeric	81 unique values 0 missing
Br.092	numeric	2 unique values 0 missing
Eig03_AEA.ri.	numeric	816 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1279 unique values 0 missing
X1Av	numeric	154 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
Eig03_EA	numeric	745 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NsCH3	numeric	9 unique values 0 missing
SM10_EA.dm.	numeric	560 unique values 0 missing
X1Kup	numeric	2576 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig03_EA.bo.	numeric	867 unique values 0 missing
LOC	numeric	801 unique values 0 missing
NsCl	numeric	6 unique values 0 missing
SM10_EA.ed.	numeric	1428 unique values 0 missing
X1Mad	numeric	2675 unique values 0 missing
C.	numeric	207 unique values 0 missing
Eig03_EA.dm.	numeric	174 unique values 0 missing
LPRS	numeric	2390 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM10_EA.ri.	numeric	1409 unique values 0 missing
X1MulPer	numeric	2432 unique values 0 missing
C.001	numeric	9 unique values 0 missing
Eig03_EA.ed.	numeric	1379 unique values 0 missing
MATS1e	numeric	430 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	745 unique values 0 missing
X1Per	numeric	2365 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig03_EA.ri.	numeric	818 unique values 0 missing
MATS1i	numeric	582 unique values 0 missing
nSK	numeric	59 unique values 0 missing
SM11_AEA.dm.	numeric	1172 unique values 0 missing
X1sol	numeric	1837 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig04_AEA.bo.	numeric	822 unique values 0 missing
MATS1m	numeric	227 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	1265 unique values 0 missing
X1v	numeric	2553 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig04_AEA.dm.	numeric	1036 unique values 0 missing
MATS1p	numeric	372 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	555 unique values 0 missing
X2	numeric	2072 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig04_AEA.ed.	numeric	975 unique values 0 missing
MATS1s	numeric	378 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA	numeric	1296 unique values 0 missing
X2A	numeric	81 unique values 0 missing
C.006	numeric	13 unique values 0 missing
Eig04_AEA.ri.	numeric	921 unique values 0 missing
MATS1v	numeric	213 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1335 unique values 0 missing
X2Av	numeric	117 unique values 0 missing
C.007	numeric	4 unique values 0 missing
Eig04_EA	numeric	829 unique values 0 missing
MATS2e	numeric	586 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	266 unique values 0 missing
X2sol	numeric	2232 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig04_EA.bo.	numeric	956 unique values 0 missing
MATS2i	numeric	539 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1408 unique values 0 missing
X2v	numeric	2569 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig04_EA.dm.	numeric	144 unique values 0 missing
MATS2m	numeric	395 unique values 0 missing
NsOH	numeric	9 unique values 0 missing
SM11_EA.ri.	numeric	1451 unique values 0 missing
X3	numeric	2099 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig04_EA.ed.	numeric	1502 unique values 0 missing
MATS2p	numeric	481 unique values 0 missing
NssCH2	numeric	22 unique values 0 missing
SM12_AEA.bo.	numeric	829 unique values 0 missing
X3A	numeric	63 unique values 0 missing
C.012	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	919 unique values 0 missing
MATS2s	numeric	549 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1379 unique values 0 missing
X3Av	numeric	84 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig05_AEA.bo.	numeric	939 unique values 0 missing
MATS2v	numeric	459 unique values 0 missing
NssNH	numeric	8 unique values 0 missing
SM12_AEA.ed.	numeric	1293 unique values 0 missing
X3sol	numeric	2248 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	1136 unique values 0 missing
MATS3e	numeric	514 unique values 0 missing
NssO	numeric	10 unique values 0 missing
SM12_AEA.ri.	numeric	724 unique values 0 missing
X3v	numeric	2431 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	1039 unique values 0 missing
MATS3i	numeric	484 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA	numeric	1322 unique values 0 missing
X4	numeric	2082 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig05_AEA.ri.	numeric	1048 unique values 0 missing
MATS3m	numeric	466 unique values 0 missing
NsssCH	numeric	10 unique values 0 missing
SM12_EA.bo.	numeric	1332 unique values 0 missing
X4A	numeric	53 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig05_EA	numeric	912 unique values 0 missing
MATS3p	numeric	480 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	506 unique values 0 missing
X4Av	numeric	64 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	1033 unique values 0 missing
MATS3s	numeric	505 unique values 0 missing
NssssB.	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1384 unique values 0 missing
X4sol	numeric	2214 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig05_EA.dm.	numeric	123 unique values 0 missing
MATS3v	numeric	467 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM12_EA.ri.	numeric	1509 unique values 0 missing
X4v	numeric	2242 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1571 unique values 0 missing
MATS4e	numeric	579 unique values 0 missing
NssssN.	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	912 unique values 0 missing
X5	numeric	2019 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	1041 unique values 0 missing
MATS4i	numeric	491 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1502 unique values 0 missing
X5A	numeric	46 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig06_AEA.bo.	numeric	995 unique values 0 missing
MATS4m	numeric	554 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	1324 unique values 0 missing
X5Av	numeric	46 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1233 unique values 0 missing
MATS4p	numeric	489 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	867 unique values 0 missing
X5sol	numeric	2162 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig06_AEA.ed.	numeric	1181 unique values 0 missing
MATS4s	numeric	504 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA	numeric	1355 unique values 0 missing
X5v	numeric	1911 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig06_AEA.ri.	numeric	1139 unique values 0 missing
MATS4v	numeric	494 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1373 unique values 0 missing
Xindex	numeric	393 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig06_EA	numeric	1016 unique values 0 missing
MATS5e	numeric	581 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	262 unique values 0 missing
XMOD	numeric	2914 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig06_EA.bo.	numeric	1144 unique values 0 missing
MATS5i	numeric	439 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1380 unique values 0 missing
Xt	numeric	171 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig06_EA.dm.	numeric	80 unique values 0 missing
MATS5m	numeric	530 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1530 unique values 0 missing
Xu	numeric	2281 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1669 unique values 0 missing
MATS5p	numeric	474 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	1016 unique values 0 missing
Yindex	numeric	723 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	1127 unique values 0 missing
MATS5s	numeric	548 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_AEA.dm.	numeric	1571 unique values 0 missing
ZM1	numeric	131 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	1073 unique values 0 missing
MATS5v	numeric	498 unique values 0 missing
O.	numeric	140 unique values 0 missing
SM14_AEA.ed.	numeric	1327 unique values 0 missing
ZM1Kup	numeric	2677 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1283 unique values 0 missing
MATS6e	numeric	714 unique values 0 missing
O.056	numeric	9 unique values 0 missing
SM14_AEA.ri.	numeric	956 unique values 0 missing
ZM1Mad	numeric	2849 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	1257 unique values 0 missing
MATS6i	numeric	485 unique values 0 missing
O.057	numeric	6 unique values 0 missing
SM14_EA	numeric	1364 unique values 0 missing
ZM1MulPer	numeric	3022 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig07_AEA.ri.	numeric	1246 unique values 0 missing
MATS6m	numeric	624 unique values 0 missing
O.058	numeric	9 unique values 0 missing
SM14_EA.bo.	numeric	1332 unique values 0 missing
ZM1Per	numeric	2938 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig07_EA	numeric	1066 unique values 0 missing
MATS6p	numeric	509 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	467 unique values 0 missing
ZM1V	numeric	309 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1209 unique values 0 missing
MATS6s	numeric	632 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM14_EA.ed.	numeric	1349 unique values 0 missing
ZM2	numeric	257 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	47 unique values 0 missing
MATS6v	numeric	540 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1566 unique values 0 missing
ZM2Kup	numeric	3027 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1678 unique values 0 missing
MATS7e	numeric	663 unique values 0 missing
ON0	numeric	226 unique values 0 missing
SM15_AEA.bo.	numeric	1066 unique values 0 missing
ZM2Mad	numeric	3077 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	1202 unique values 0 missing
MATS7i	numeric	494 unique values 0 missing
ON0V	numeric	1063 unique values 0 missing
SM15_AEA.dm.	numeric	1669 unique values 0 missing
ZM2MulPer	numeric	3076 unique values 0 missing
C.040	numeric	8 unique values 0 missing
Eig08_AEA.bo.	numeric	1080 unique values 0 missing
MATS7m	numeric	632 unique values 0 missing
ON1	numeric	407 unique values 0 missing
SM15_AEA.ed.	numeric	1352 unique values 0 missing
ZM2Per	numeric	3010 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1313 unique values 0 missing
MATS7p	numeric	516 unique values 0 missing
ON1V	numeric	1799 unique values 0 missing
SM15_AEA.ri.	numeric	1033 unique values 0 missing
ZM2V	numeric	529 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1234 unique values 0 missing
MATS7s	numeric	623 unique values 0 missing
P.117	numeric	4 unique values 0 missing
SM15_EA	numeric	1374 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	1231 unique values 0 missing
MATS7v	numeric	552 unique values 0 missing
P.120	numeric	3 unique values 0 missing
SM15_EA.bo.	numeric	1354 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig08_EA	numeric	1080 unique values 0 missing
MATS8e	numeric	626 unique values 0 missing
PCD	numeric	1661 unique values 0 missing
SM15_EA.dm.	numeric	257 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	1180 unique values 0 missing
MATS8i	numeric	516 unique values 0 missing
PCR	numeric	463 unique values 0 missing
SM15_EA.ed.	numeric	1340 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	29 unique values 0 missing
MATS8m	numeric	691 unique values 0 missing
PDI	numeric	271 unique values 0 missing
SM15_EA.ri.	numeric	1629 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1586 unique values 0 missing
MATS8p	numeric	602 unique values 0 missing
PHI	numeric	2134 unique values 0 missing
SMTI	numeric	2275 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	1178 unique values 0 missing
MATS8s	numeric	629 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3438

Number of instances (rows) of the dataset.

NumberOfFeatures

1442

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

1441

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.14

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

Standard deviation of the number of distinct values among attributes of the nominal type.

MeanKurtosisOfNumericAtts

147.34

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

MeanMeansOfNumericAtts

129.36

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.47

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

Average mutual information between the nominal attributes and the target attribute.

Quartile1StdDevOfNumericAtts

0.15

First quartile of standard deviation of attributes of the numeric type.

AutoCorrelation

-0.07

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

Average number of distinct values among the attributes of the nominal type.

Quartile2KurtosisOfNumericAtts

4.58

Second quartile (Median) of kurtosis among attributes of the numeric type.

Dimensionality

0.42

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

4.05

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.53

Second quartile (Median) of means among attributes of the numeric type.

EquivalentNumberOfAtts

Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.

MeanStdDevOfNumericAtts

253.18

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.97

Second quartile (Median) of skewness among attributes of the numeric type.

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.86

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.4

Second quartile (Median) of standard deviation of attributes of the numeric type.

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

3438

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.18

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

48380.59

Maximum of means among attributes of the numeric type.

MinMutualInformation

Minimal mutual information between the nominal attributes and the target attribute.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

14.24

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

Maximum mutual information between the nominal attributes and the target attribute.

MinNominalAttDistinctValues

The minimal number of distinct values among attributes of the nominal type.

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.78

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

The maximum number of distinct values among attributes of the nominal type.

MinSkewnessOfNumericAtts

-42.43

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

MaxSkewnessOfNumericAtts

58.63

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.43

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

163190.87

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.88

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.39

Third quartile of standard deviation of attributes of the numeric type.

Show all 62 properties