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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL251

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL251 (TID: 252), and it has 4081 rows and 1431 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).

1433 features

pXC50 (target)	numeric	1426 unique values 0 missing
molecule_id (row identifier)	nominal	4081 unique values 0 missing
CATS2D_07_DP	numeric	4 unique values 0 missing
F.085	numeric	4 unique values 0 missing
nCconjX	numeric	2 unique values 0 missing
SaaN	numeric	2754 unique values 0 missing
SpMin1_Bh.m.	numeric	345 unique values 0 missing
AAC	numeric	603 unique values 0 missing
CATS2D_07_LL	numeric	34 unique values 0 missing
GATS1e	numeric	565 unique values 0 missing
nCH2RX	numeric	3 unique values 0 missing
SaaNH	numeric	481 unique values 0 missing
SpMin1_Bh.p.	numeric	225 unique values 0 missing
AECC	numeric	1537 unique values 0 missing
CATS2D_07_NL	numeric	7 unique values 0 missing
GATS1i	numeric	895 unique values 0 missing
nCHR2X	numeric	2 unique values 0 missing
SaaO	numeric	447 unique values 0 missing
SpMin1_Bh.s.	numeric	527 unique values 0 missing
ALOGP	numeric	2628 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS1m	numeric	445 unique values 0 missing
nCHRX2	numeric	2 unique values 0 missing
SaaS	numeric	315 unique values 0 missing
SpMin1_Bh.v.	numeric	242 unique values 0 missing
ALOGP2	numeric	3298 unique values 0 missing
CATS2D_07_PL	numeric	6 unique values 0 missing
GATS1p	numeric	757 unique values 0 missing
nCIC	numeric	10 unique values 0 missing
SaasC	numeric	2822 unique values 0 missing
SpMin2_Bh.e.	numeric	459 unique values 0 missing
AMR	numeric	3549 unique values 0 missing
CATS2D_07_PN	numeric	3 unique values 0 missing
GATS1s	numeric	691 unique values 0 missing
nCIR	numeric	18 unique values 0 missing
SaasN	numeric	806 unique values 0 missing
SpMin2_Bh.i.	numeric	481 unique values 0 missing
AMW	numeric	1673 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS1v	numeric	514 unique values 0 missing
nCL	numeric	6 unique values 0 missing
SAdon	numeric	135 unique values 0 missing
SpMin2_Bh.m.	numeric	425 unique values 0 missing
ARR	numeric	345 unique values 0 missing
CATS2D_08_AA	numeric	7 unique values 0 missing
GATS2e	numeric	804 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SAtot	numeric	3301 unique values 0 missing
SpMin2_Bh.p.	numeric	393 unique values 0 missing
ATS1e	numeric	1061 unique values 0 missing
CATS2D_08_AL	numeric	30 unique values 0 missing
GATS2i	numeric	575 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SCBO	numeric	130 unique values 0 missing
SpMin2_Bh.s.	numeric	551 unique values 0 missing
ATS1i	numeric	1071 unique values 0 missing
CATS2D_08_AN	numeric	5 unique values 0 missing
GATS2m	numeric	538 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SdCH2	numeric	33 unique values 0 missing
SpMin2_Bh.v.	numeric	382 unique values 0 missing
ATS1m	numeric	984 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2p	numeric	599 unique values 0 missing
nCp	numeric	8 unique values 0 missing
SddsN	numeric	53 unique values 0 missing
SpMin3_Bh.e.	numeric	623 unique values 0 missing
ATS1p	numeric	991 unique values 0 missing
CATS2D_08_DA	numeric	8 unique values 0 missing
GATS2s	numeric	657 unique values 0 missing
nCq	numeric	4 unique values 0 missing
SddssS	numeric	92 unique values 0 missing
SpMin3_Bh.i.	numeric	619 unique values 0 missing
ATS1s	numeric	1010 unique values 0 missing
CATS2D_08_DD	numeric	6 unique values 0 missing
GATS2v	numeric	508 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SdNH	numeric	25 unique values 0 missing
SpMin3_Bh.m.	numeric	576 unique values 0 missing
ATS1v	numeric	985 unique values 0 missing
CATS2D_08_DL	numeric	11 unique values 0 missing
GATS3e	numeric	755 unique values 0 missing
nCrq	numeric	4 unique values 0 missing
SdO	numeric	2211 unique values 0 missing
SpMin3_Bh.p.	numeric	530 unique values 0 missing
ATS2e	numeric	1148 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3i	numeric	561 unique values 0 missing
nCrs	numeric	13 unique values 0 missing
SdS	numeric	18 unique values 0 missing
SpMin3_Bh.s.	numeric	695 unique values 0 missing
ATS2i	numeric	1170 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3m	numeric	591 unique values 0 missing
nCrt	numeric	6 unique values 0 missing
SdsCH	numeric	169 unique values 0 missing
SpMin3_Bh.v.	numeric	533 unique values 0 missing
ATS2m	numeric	1036 unique values 0 missing
CATS2D_08_LL	numeric	31 unique values 0 missing
GATS3p	numeric	577 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdsN	numeric	210 unique values 0 missing
SpMin4_Bh.e.	numeric	708 unique values 0 missing
ATS2p	numeric	1055 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
GATS3s	numeric	794 unique values 0 missing
nCs	numeric	16 unique values 0 missing
SdssC	numeric	1339 unique values 0 missing
SpMin4_Bh.i.	numeric	724 unique values 0 missing
ATS2s	numeric	1204 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS3v	numeric	485 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SdssS	numeric	4 unique values 0 missing
SpMin4_Bh.m.	numeric	683 unique values 0 missing
ATS2v	numeric	1045 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4e	numeric	950 unique values 0 missing
nCsp2	numeric	30 unique values 0 missing
SdsssP	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	634 unique values 0 missing
ATS3e	numeric	1287 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4i	numeric	603 unique values 0 missing
nCsp3	numeric	26 unique values 0 missing
Se	numeric	2471 unique values 0 missing
SpMin4_Bh.s.	numeric	831 unique values 0 missing
ATS3i	numeric	1325 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4m	numeric	709 unique values 0 missing
nCt	numeric	6 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	632 unique values 0 missing
ATS3m	numeric	1158 unique values 0 missing
CATS2D_09_AL	numeric	27 unique values 0 missing
GATS4p	numeric	658 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Si	numeric	2568 unique values 0 missing
SpMin5_Bh.e.	numeric	750 unique values 0 missing
ATS3p	numeric	1198 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS4s	numeric	1063 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	773 unique values 0 missing
ATS3s	numeric	1294 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS4v	numeric	593 unique values 0 missing
nDB	numeric	10 unique values 0 missing
SIC0	numeric	204 unique values 0 missing
SpMin5_Bh.m.	numeric	759 unique values 0 missing
ATS3v	numeric	1168 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5e	numeric	1055 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC1	numeric	347 unique values 0 missing
SpMin5_Bh.p.	numeric	737 unique values 0 missing
ATS4e	numeric	1384 unique values 0 missing
CATS2D_09_DD	numeric	6 unique values 0 missing
GATS5i	numeric	577 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SIC2	numeric	322 unique values 0 missing
SpMin5_Bh.s.	numeric	828 unique values 0 missing
ATS4i	numeric	1397 unique values 0 missing
CATS2D_09_DL	numeric	13 unique values 0 missing
GATS5m	numeric	817 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SIC3	numeric	257 unique values 0 missing
SpMin5_Bh.v.	numeric	732 unique values 0 missing
ATS4m	numeric	1205 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5p	numeric	664 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SIC4	numeric	225 unique values 0 missing
SpMin6_Bh.e.	numeric	847 unique values 0 missing
ATS4p	numeric	1281 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS5s	numeric	1150 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SIC5	numeric	218 unique values 0 missing
SpMin6_Bh.i.	numeric	854 unique values 0 missing
ATS4s	numeric	1377 unique values 0 missing
CATS2D_09_LL	numeric	32 unique values 0 missing
GATS5v	numeric	569 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	612 unique values 0 missing
SpMin6_Bh.m.	numeric	847 unique values 0 missing
ATS4v	numeric	1250 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6e	numeric	1121 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM02_AEA.dm.	numeric	1203 unique values 0 missing
SpMin6_Bh.p.	numeric	856 unique values 0 missing
ATS5e	numeric	1446 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6i	numeric	623 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM02_AEA.ed.	numeric	266 unique values 0 missing
SpMin6_Bh.s.	numeric	823 unique values 0 missing
ATS5i	numeric	1467 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6m	numeric	919 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM02_AEA.ri.	numeric	1935 unique values 0 missing
SpMin6_Bh.v.	numeric	829 unique values 0 missing
ATS5m	numeric	1300 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6p	numeric	730 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA	numeric	81 unique values 0 missing
SpMin7_Bh.e.	numeric	932 unique values 0 missing
ATS5p	numeric	1328 unique values 0 missing
CENT	numeric	1739 unique values 0 missing
GATS6s	numeric	1244 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	366 unique values 0 missing
SpMin7_Bh.i.	numeric	912 unique values 0 missing
ATS5s	numeric	1438 unique values 0 missing
Chi0_AEA.bo.	numeric	1556 unique values 0 missing
GATS6v	numeric	622 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	707 unique values 0 missing
SpMin7_Bh.m.	numeric	937 unique values 0 missing
ATS5v	numeric	1322 unique values 0 missing
Chi0_AEA.dm.	numeric	1556 unique values 0 missing
GATS7e	numeric	1047 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	551 unique values 0 missing
SpMin7_Bh.p.	numeric	927 unique values 0 missing
ATS6e	numeric	1487 unique values 0 missing
Chi0_AEA.ed.	numeric	1556 unique values 0 missing
GATS7i	numeric	661 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM02_EA.ri.	numeric	1012 unique values 0 missing
SpMin7_Bh.s.	numeric	778 unique values 0 missing
ATS6i	numeric	1510 unique values 0 missing
Chi0_AEA.ri.	numeric	1556 unique values 0 missing
GATS7m	numeric	922 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	894 unique values 0 missing
SpMin7_Bh.v.	numeric	922 unique values 0 missing
ATS6m	numeric	1423 unique values 0 missing
Chi0_EA	numeric	1556 unique values 0 missing
GATS7p	numeric	714 unique values 0 missing
nH	numeric	57 unique values 0 missing
SM03_AEA.dm.	numeric	1183 unique values 0 missing
SpMin8_Bh.e.	numeric	952 unique values 0 missing
ATS6p	numeric	1388 unique values 0 missing
Chi0_EA.bo.	numeric	2480 unique values 0 missing
GATS7s	numeric	1180 unique values 0 missing
nHAcc	numeric	20 unique values 0 missing
SM03_AEA.ed.	numeric	885 unique values 0 missing
SpMin8_Bh.i.	numeric	955 unique values 0 missing
ATS6s	numeric	1466 unique values 0 missing
Chi0_EA.dm.	numeric	2359 unique values 0 missing
GATS7v	numeric	638 unique values 0 missing
nHDon	numeric	13 unique values 0 missing
SM03_AEA.ri.	numeric	1863 unique values 0 missing
SpMin8_Bh.m.	numeric	994 unique values 0 missing
ATS6v	numeric	1380 unique values 0 missing
Chi0_EA.ed.	numeric	2446 unique values 0 missing
GATS8e	numeric	1097 unique values 0 missing
nHet	numeric	24 unique values 0 missing
SM03_EA	numeric	30 unique values 0 missing
SpMin8_Bh.p.	numeric	953 unique values 0 missing
ATS7e	numeric	1510 unique values 0 missing
Chi0_EA.ri.	numeric	3332 unique values 0 missing
GATS8i	numeric	660 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM03_EA.bo.	numeric	144 unique values 0 missing
SpMin8_Bh.s.	numeric	697 unique values 0 missing
ATS7i	numeric	1528 unique values 0 missing
Chi1_AEA.bo.	numeric	2203 unique values 0 missing
GATS8m	numeric	911 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	133 unique values 0 missing
SpMin8_Bh.v.	numeric	969 unique values 0 missing
ATS7m	numeric	1564 unique values 0 missing
Chi1_AEA.dm.	numeric	2203 unique values 0 missing
GATS8p	numeric	762 unique values 0 missing
nImidazoles	numeric	4 unique values 0 missing
SM03_EA.ed.	numeric	572 unique values 0 missing
SRW02	numeric	60 unique values 0 missing
ATS7p	numeric	1478 unique values 0 missing
Chi1_AEA.ed.	numeric	2203 unique values 0 missing
GATS8s	numeric	1243 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	979 unique values 0 missing
SRW03	numeric	4 unique values 0 missing
ATS7s	numeric	1513 unique values 0 missing
Chi1_AEA.ri.	numeric	2203 unique values 0 missing
GATS8v	numeric	693 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	927 unique values 0 missing
SRW04	numeric	186 unique values 0 missing
ATS7v	numeric	1478 unique values 0 missing
Chi1_EA	numeric	2203 unique values 0 missing
GGI1	numeric	29 unique values 0 missing
nN	numeric	16 unique values 0 missing
SM04_AEA.dm.	numeric	1186 unique values 0 missing
SRW05	numeric	16 unique values 0 missing
ATS8e	numeric	1581 unique values 0 missing
Chi1_EA.bo.	numeric	2611 unique values 0 missing
GGI10	numeric	395 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	1062 unique values 0 missing
SRW06	numeric	632 unique values 0 missing
ATS8i	numeric	1614 unique values 0 missing
Chi1_EA.dm.	numeric	2505 unique values 0 missing
GGI2	numeric	84 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1806 unique values 0 missing
SRW07	numeric	55 unique values 0 missing
ATS8m	numeric	1691 unique values 0 missing
Chi1_EA.ed.	numeric	2124 unique values 0 missing
GGI3	numeric	419 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_EA	numeric	332 unique values 0 missing
SRW08	numeric	1003 unique values 0 missing
ATS8p	numeric	1571 unique values 0 missing
Chi1_EA.ri.	numeric	3397 unique values 0 missing
GGI4	numeric	1300 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	1010 unique values 0 missing
SRW09	numeric	204 unique values 0 missing
ATS8s	numeric	1599 unique values 0 missing
CIC0	numeric	1279 unique values 0 missing
GGI5	numeric	749 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	792 unique values 0 missing
SRW10	numeric	1045 unique values 0 missing
ATS8v	numeric	1621 unique values 0 missing
CIC1	numeric	1443 unique values 0 missing
GGI6	numeric	943 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1231 unique values 0 missing
SsBr	numeric	107 unique values 0 missing
ATSC1e	numeric	389 unique values 0 missing
CIC2	numeric	1259 unique values 0 missing
GGI7	numeric	770 unique values 0 missing
NNRS	numeric	19 unique values 0 missing
SM04_EA.ri.	numeric	1119 unique values 0 missing
SsCH3	numeric	1911 unique values 0 missing
ATSC1i	numeric	886 unique values 0 missing
CIC3	numeric	988 unique values 0 missing
GGI8	numeric	627 unique values 0 missing
nO	numeric	12 unique values 0 missing
SM05_AEA.bo.	numeric	967 unique values 0 missing
SsCl	numeric	385 unique values 0 missing
ATSC1m	numeric	2821 unique values 0 missing
CIC4	numeric	837 unique values 0 missing
GGI9	numeric	497 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	1217 unique values 0 missing
SsF	numeric	455 unique values 0 missing
ATSC1p	numeric	2314 unique values 0 missing
CIC5	numeric	811 unique values 0 missing
GMTI	numeric	2675 unique values 0 missing
nOHs	numeric	5 unique values 0 missing
SM05_AEA.ed.	numeric	1127 unique values 0 missing
SsI	numeric	56 unique values 0 missing
ATSC1s	numeric	3262 unique values 0 missing
CID	numeric	841 unique values 0 missing
GMTIV	numeric	3623 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1724 unique values 0 missing
SsNH2	numeric	614 unique values 0 missing
ATSC1v	numeric	2534 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
GNar	numeric	302 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_EA	numeric	164 unique values 0 missing
SsOH	numeric	963 unique values 0 missing
ATSC2e	numeric	896 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.	numeric	227 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1029 unique values 0 missing
SssCH2	numeric	2498 unique values 0 missing
ATSC2i	numeric	1297 unique values 0 missing
Cl.089	numeric	6 unique values 0 missing
H.046	numeric	24 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_EA.dm.	numeric	280 unique values 0 missing
SsSH	numeric	10 unique values 0 missing
ATSC2m	numeric	3324 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	37 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1363 unique values 0 missing
SssNH	numeric	1337 unique values 0 missing
ATSC2p	numeric	2804 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1219 unique values 0 missing
SssO	numeric	1088 unique values 0 missing
ATSC2s	numeric	3782 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	7 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	978 unique values 0 missing
SssS	numeric	145 unique values 0 missing
ATSC2v	numeric	3050 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	13 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	1310 unique values 0 missing
SsssCH	numeric	1071 unique values 0 missing
ATSC3e	numeric	1217 unique values 0 missing
CSI	numeric	1198 unique values 0 missing
H.051	numeric	14 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1162 unique values 0 missing
SssSe	numeric	2 unique values 0 missing
ATSC3i	numeric	1495 unique values 0 missing
DBI	numeric	74 unique values 0 missing
H.052	numeric	19 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	1696 unique values 0 missing
SsssN	numeric	1188 unique values 0 missing
ATSC3m	numeric	3632 unique values 0 missing
D.Dtr03	numeric	157 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nPyrimidines	numeric	4 unique values 0 missing
SM06_EA	numeric	1127 unique values 0 missing
SssssB.	numeric	3 unique values 0 missing
ATSC3p	numeric	3191 unique values 0 missing
D.Dtr04	numeric	18 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	1112 unique values 0 missing
SssssC	numeric	302 unique values 0 missing
ATSC3s	numeric	3873 unique values 0 missing
D.Dtr05	numeric	2582 unique values 0 missing
HDcpx	numeric	348 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	749 unique values 0 missing
SssssN.	numeric	2 unique values 0 missing
ATSC3v	numeric	3368 unique values 0 missing
D.Dtr06	numeric	2808 unique values 0 missing
HNar	numeric	297 unique values 0 missing
nR03	numeric	4 unique values 0 missing
SM06_EA.ed.	numeric	1370 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATSC4e	numeric	1287 unique values 0 missing
D.Dtr07	numeric	29 unique values 0 missing
HVcpx	numeric	1224 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1255 unique values 0 missing
StCH	numeric	12 unique values 0 missing
ATSC4i	numeric	1591 unique values 0 missing
D.Dtr08	numeric	41 unique values 0 missing
Hy	numeric	846 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM07_AEA.bo.	numeric	1035 unique values 0 missing
StN	numeric	138 unique values 0 missing
ATSC4m	numeric	3778 unique values 0 missing
D.Dtr09	numeric	2229 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM07_AEA.dm.	numeric	1309 unique values 0 missing
StsC	numeric	238 unique values 0 missing
ATSC4p	numeric	3318 unique values 0 missing
D.Dtr10	numeric	339 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1218 unique values 0 missing
Sv	numeric	2531 unique values 0 missing
ATSC4s	numeric	3907 unique values 0 missing
D.Dtr11	numeric	10 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1676 unique values 0 missing
TIC0	numeric	2368 unique values 0 missing
ATSC4v	numeric	3533 unique values 0 missing
D.Dtr12	numeric	482 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_EA	numeric	817 unique values 0 missing
TIC1	numeric	3175 unique values 0 missing
ATSC5e	numeric	1212 unique values 0 missing
DECC	numeric	1292 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM07_EA.bo.	numeric	1236 unique values 0 missing
TIC2	numeric	2917 unique values 0 missing
ATSC5i	numeric	1581 unique values 0 missing
DELS	numeric	3790 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	303 unique values 0 missing
TIC3	numeric	2158 unique values 0 missing
ATSC5m	numeric	3772 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	2368 unique values 0 missing
nR12	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	1480 unique values 0 missing
TIC4	numeric	1885 unique values 0 missing
ATSC5p	numeric	3324 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	603 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM07_EA.ri.	numeric	1364 unique values 0 missing
TIC5	numeric	1838 unique values 0 missing
ATSC5s	numeric	3896 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC1	numeric	1212 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1059 unique values 0 missing
TIE	numeric	3887 unique values 0 missing
ATSC5v	numeric	3517 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC2	numeric	1360 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1379 unique values 0 missing
TPC	numeric	1552 unique values 0 missing
ATSC6e	numeric	1189 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	1195 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1287 unique values 0 missing
TPSA.NO.	numeric	1143 unique values 0 missing
ATSC6i	numeric	1613 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC4	numeric	1105 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1721 unique values 0 missing
TPSA.Tot.	numeric	1249 unique values 0 missing
ATSC6m	numeric	3742 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	1098 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM08_EA	numeric	1260 unique values 0 missing
TRS	numeric	38 unique values 0 missing
ATSC6p	numeric	3287 unique values 0 missing
DLS_06	numeric	7 unique values 0 missing
ICR	numeric	914 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	1273 unique values 0 missing
TWC	numeric	1112 unique values 0 missing
ATSC6s	numeric	3914 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	649 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	676 unique values 0 missing
Uc	numeric	36 unique values 0 missing
ATSC6v	numeric	3519 unique values 0 missing
DLS_cons	numeric	69 unique values 0 missing
IDDM	numeric	570 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1548 unique values 0 missing
Ui	numeric	41 unique values 0 missing
ATSC7e	numeric	1152 unique values 0 missing
Dz	numeric	474 unique values 0 missing
IDE	numeric	1307 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1369 unique values 0 missing
Uindex	numeric	2695 unique values 0 missing
ATSC7i	numeric	1637 unique values 0 missing
ECC	numeric	710 unique values 0 missing
IDET	numeric	2825 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	509 unique values 0 missing
UNIP	numeric	320 unique values 0 missing
ATSC7m	numeric	3759 unique values 0 missing
Eig01_AEA.bo.	numeric	485 unique values 0 missing
IDM	numeric	1584 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1363 unique values 0 missing
VAR	numeric	330 unique values 0 missing
ATSC7p	numeric	3299 unique values 0 missing
Eig01_AEA.dm.	numeric	744 unique values 0 missing
IDMT	numeric	2839 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM09_AEA.ed.	numeric	1316 unique values 0 missing
Vindex	numeric	301 unique values 0 missing
ATSC7s	numeric	3871 unique values 0 missing
Eig01_AEA.ed.	numeric	655 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	1746 unique values 0 missing
VvdwMG	numeric	2231 unique values 0 missing
ATSC7v	numeric	3492 unique values 0 missing
Eig01_AEA.ri.	numeric	544 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_EA	numeric	1290 unique values 0 missing
VvdwZAZ	numeric	2813 unique values 0 missing
ATSC8e	numeric	1117 unique values 0 missing
Eig01_EA	numeric	509 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1372 unique values 0 missing
Vx	numeric	2231 unique values 0 missing
ATSC8i	numeric	1627 unique values 0 missing
Eig01_EA.bo.	numeric	597 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	292 unique values 0 missing
Wap	numeric	2531 unique values 0 missing
ATSC8m	numeric	3759 unique values 0 missing
Eig01_EA.dm.	numeric	192 unique values 0 missing
ISIZ	numeric	102 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1572 unique values 0 missing
X.	numeric	90 unique values 0 missing
ATSC8p	numeric	3316 unique values 0 missing
Eig01_EA.ed.	numeric	990 unique values 0 missing
IVDE	numeric	433 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1468 unique values 0 missing
X0	numeric	704 unique values 0 missing
ATSC8s	numeric	3861 unique values 0 missing
Eig01_EA.ri.	numeric	550 unique values 0 missing
IVDM	numeric	533 unique values 0 missing
nROH	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	695 unique values 0 missing
X0A	numeric	93 unique values 0 missing
ATSC8v	numeric	3513 unique values 0 missing
Eig02_AEA.bo.	numeric	675 unique values 0 missing
JGI1	numeric	163 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM10_AEA.dm.	numeric	990 unique values 0 missing
X0Av	numeric	176 unique values 0 missing
BAC	numeric	116 unique values 0 missing
Eig02_AEA.dm.	numeric	951 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM10_AEA.ed.	numeric	1373 unique values 0 missing
X0sol	numeric	1080 unique values 0 missing
BBI	numeric	81 unique values 0 missing
Eig02_AEA.ed.	numeric	810 unique values 0 missing
JGI2	numeric	82 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	1783 unique values 0 missing
X0v	numeric	2837 unique values 0 missing
BIC0	numeric	189 unique values 0 missing
Eig02_AEA.ri.	numeric	747 unique values 0 missing
JGI3	numeric	65 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_EA	numeric	1352 unique values 0 missing
X1	numeric	1570 unique values 0 missing
BIC1	numeric	312 unique values 0 missing
Eig02_EA	numeric	695 unique values 0 missing
JGI4	numeric	52 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1397 unique values 0 missing
X1A	numeric	69 unique values 0 missing
BIC2	numeric	298 unique values 0 missing
Eig02_EA.bo.	numeric	771 unique values 0 missing
JGI5	numeric	36 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	562 unique values 0 missing
X1Av	numeric	138 unique values 0 missing
BIC3	numeric	241 unique values 0 missing
Eig02_EA.dm.	numeric	178 unique values 0 missing
JGI6	numeric	29 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM10_EA.ed.	numeric	1643 unique values 0 missing
X1Kup	numeric	2965 unique values 0 missing
BIC4	numeric	208 unique values 0 missing
Eig02_EA.ed.	numeric	1337 unique values 0 missing
JGI7	numeric	27 unique values 0 missing
NsCl	numeric	6 unique values 0 missing
SM10_EA.ri.	numeric	1494 unique values 0 missing
X1Mad	numeric	3171 unique values 0 missing
BIC5	numeric	199 unique values 0 missing
Eig02_EA.ri.	numeric	721 unique values 0 missing
JGI8	numeric	22 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM11_AEA.bo.	numeric	789 unique values 0 missing
X1MulPer	numeric	2880 unique values 0 missing
BID	numeric	182 unique values 0 missing
Eig03_AEA.bo.	numeric	742 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	1337 unique values 0 missing
X1Per	numeric	2776 unique values 0 missing
BLI	numeric	353 unique values 0 missing
Eig03_AEA.dm.	numeric	997 unique values 0 missing
JGT	numeric	302 unique values 0 missing
nSK	numeric	55 unique values 0 missing
SM11_AEA.ed.	numeric	1391 unique values 0 missing
X1sol	numeric	1944 unique values 0 missing
BLTA96	numeric	571 unique values 0 missing
Eig03_AEA.ed.	numeric	945 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	597 unique values 0 missing
X1v	numeric	2960 unique values 0 missing
BLTD48	numeric	547 unique values 0 missing
Eig03_AEA.ri.	numeric	858 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA	numeric	1379 unique values 0 missing
X2	numeric	2398 unique values 0 missing
BLTF96	numeric	501 unique values 0 missing
Eig03_EA	numeric	789 unique values 0 missing
LOC	numeric	787 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1462 unique values 0 missing
X2A	numeric	76 unique values 0 missing
Br.092	numeric	2 unique values 0 missing
Eig03_EA.bo.	numeric	898 unique values 0 missing
LPRS	numeric	2808 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	272 unique values 0 missing
X2Av	numeric	115 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
Eig03_EA.dm.	numeric	159 unique values 0 missing
MATS1e	numeric	419 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	1637 unique values 0 missing
X2sol	numeric	2532 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig03_EA.ed.	numeric	1562 unique values 0 missing
MATS1i	numeric	623 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1572 unique values 0 missing
X2v	numeric	2947 unique values 0 missing
C.	numeric	202 unique values 0 missing
Eig03_EA.ri.	numeric	852 unique values 0 missing
MATS1m	numeric	210 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	906 unique values 0 missing
X3	numeric	2454 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig04_AEA.bo.	numeric	855 unique values 0 missing
MATS1p	numeric	403 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	1562 unique values 0 missing
X3A	numeric	57 unique values 0 missing
C.002	numeric	13 unique values 0 missing
Eig04_AEA.dm.	numeric	1126 unique values 0 missing
MATS1s	numeric	379 unique values 0 missing
NssCH2	numeric	17 unique values 0 missing
SM12_AEA.ed.	numeric	1418 unique values 0 missing
X3Av	numeric	74 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig04_AEA.ed.	numeric	1068 unique values 0 missing
MATS1v	numeric	230 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	771 unique values 0 missing
X3sol	numeric	2532 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig04_AEA.ri.	numeric	1012 unique values 0 missing
MATS2e	numeric	582 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM12_EA	numeric	1445 unique values 0 missing
X3v	numeric	2732 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig04_EA	numeric	906 unique values 0 missing
MATS2i	numeric	579 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM12_EA.bo.	numeric	1465 unique values 0 missing
X4	numeric	2392 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig04_EA.bo.	numeric	977 unique values 0 missing
MATS2m	numeric	417 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	503 unique values 0 missing
X4A	numeric	50 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig04_EA.dm.	numeric	126 unique values 0 missing
MATS2p	numeric	503 unique values 0 missing
NsssCH	numeric	9 unique values 0 missing
SM12_EA.ed.	numeric	1618 unique values 0 missing
X4Av	numeric	52 unique values 0 missing
C.008	numeric	8 unique values 0 missing
Eig04_EA.ed.	numeric	1710 unique values 0 missing
MATS2s	numeric	556 unique values 0 missing
NssSe	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1614 unique values 0 missing
X4sol	numeric	2467 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	1011 unique values 0 missing
MATS2v	numeric	482 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_AEA.bo.	numeric	999 unique values 0 missing
X4v	numeric	2484 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_AEA.bo.	numeric	973 unique values 0 missing
MATS3e	numeric	544 unique values 0 missing
NssssB.	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1710 unique values 0 missing
X5	numeric	2326 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	1246 unique values 0 missing
MATS3i	numeric	528 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_AEA.ed.	numeric	1450 unique values 0 missing
X5A	numeric	37 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig05_AEA.ed.	numeric	1182 unique values 0 missing
MATS3m	numeric	542 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	898 unique values 0 missing
X5Av	numeric	36 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	1125 unique values 0 missing
MATS3p	numeric	507 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA	numeric	1464 unique values 0 missing
X5sol	numeric	2412 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig05_EA	numeric	999 unique values 0 missing
MATS3s	numeric	531 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1533 unique values 0 missing
X5v	numeric	2136 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	1056 unique values 0 missing
MATS3v	numeric	475 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	259 unique values 0 missing
Xindex	numeric	383 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig05_EA.dm.	numeric	111 unique values 0 missing
MATS4e	numeric	584 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1681 unique values 0 missing
XMOD	numeric	3478 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig05_EA.ed.	numeric	1820 unique values 0 missing
MATS4i	numeric	555 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1676 unique values 0 missing
Xt	numeric	158 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	1111 unique values 0 missing
MATS4m	numeric	606 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	1123 unique values 0 missing
Xu	numeric	2646 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	1058 unique values 0 missing
MATS4p	numeric	540 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1820 unique values 0 missing
Yindex	numeric	720 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1349 unique values 0 missing
MATS4s	numeric	533 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1472 unique values 0 missing
ZM1	numeric	126 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	1349 unique values 0 missing
MATS4v	numeric	566 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	977 unique values 0 missing
ZM1Kup	numeric	3124 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	1240 unique values 0 missing
MATS5e	numeric	674 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA	numeric	1512 unique values 0 missing
ZM1Mad	numeric	3458 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig06_EA	numeric	1123 unique values 0 missing
MATS5i	numeric	516 unique values 0 missing
O.	numeric	121 unique values 0 missing
SM14_EA.bo.	numeric	1503 unique values 0 missing
ZM1MulPer	numeric	3682 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig06_EA.bo.	numeric	1190 unique values 0 missing
MATS5m	numeric	593 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	470 unique values 0 missing
ZM1Per	numeric	3564 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig06_EA.dm.	numeric	81 unique values 0 missing
MATS5p	numeric	521 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1643 unique values 0 missing
ZM1V	numeric	295 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig06_EA.ed.	numeric	1947 unique values 0 missing
MATS5s	numeric	621 unique values 0 missing
O.058	numeric	8 unique values 0 missing
SM14_EA.ri.	numeric	1704 unique values 0 missing
ZM2	numeric	261 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig06_EA.ri.	numeric	1227 unique values 0 missing
MATS5v	numeric	539 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_AEA.bo.	numeric	1164 unique values 0 missing
ZM2Kup	numeric	3609 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_AEA.bo.	numeric	1141 unique values 0 missing
MATS6e	numeric	699 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	1947 unique values 0 missing
ZM2Mad	numeric	3722 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	1413 unique values 0 missing
MATS6i	numeric	545 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1516 unique values 0 missing
ZM2MulPer	numeric	3726 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1378 unique values 0 missing
MATS6m	numeric	691 unique values 0 missing
ON0	numeric	217 unique values 0 missing
SM15_AEA.ri.	numeric	1056 unique values 0 missing
ZM2Per	numeric	3630 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	1321 unique values 0 missing
MATS6p	numeric	574 unique values 0 missing
ON0V	numeric	1194 unique values 0 missing
SM15_EA	numeric	1531 unique values 0 missing
ZM2V	numeric	523 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig07_EA	numeric	1164 unique values 0 missing
MATS6s	numeric	662 unique values 0 missing
ON1	numeric	401 unique values 0 missing
SM15_EA.bo.	numeric	1502 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig07_EA.bo.	numeric	1305 unique values 0 missing
MATS6v	numeric	622 unique values 0 missing
ON1V	numeric	2056 unique values 0 missing
SM15_EA.dm.	numeric	251 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig07_EA.dm.	numeric	52 unique values 0 missing
MATS7e	numeric	690 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	1641 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1935 unique values 0 missing
MATS7i	numeric	551 unique values 0 missing
PCD	numeric	1774 unique values 0 missing
SM15_EA.ri.	numeric	1751 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	1329 unique values 0 missing
MATS7m	numeric	696 unique values 0 missing
PCR	numeric	448 unique values 0 missing
SMTI	numeric	2675 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	1185 unique values 0 missing
MATS7p	numeric	597 unique values 0 missing
PDI	numeric	257 unique values 0 missing
SMTIV	numeric	3581 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	1414 unique values 0 missing
MATS7s	numeric	687 unique values 0 missing
PHI	numeric	2388 unique values 0 missing
SNar	numeric	273 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1385 unique values 0 missing
MATS7v	numeric	633 unique values 0 missing
piID	numeric	2137 unique values 0 missing
Sp	numeric	2304 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	1398 unique values 0 missing
MATS8e	numeric	697 unique values 0 missing
piPC01	numeric	130 unique values 0 missing
SpAD_AEA.bo.	numeric	2908 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig08_EA	numeric	1203 unique values 0 missing
MATS8i	numeric	562 unique values 0 missing
piPC02	numeric	366 unique values 0 missing
SpAD_AEA.dm.	numeric	3393 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	1326 unique values 0 missing
MATS8m	numeric	756 unique values 0 missing
piPC03	numeric	901 unique values 0 missing
SpAD_AEA.ed.	numeric	2763 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	30 unique values 0 missing
MATS8p	numeric	651 unique values 0 missing
piPC04	numeric	1037 unique values 0 missing
SpAD_AEA.ri.	numeric	3705 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	1863 unique values 0 missing
MATS8s	numeric	707 unique values 0 missing
piPC05	numeric	1156 unique values 0 missing
SpAD_EA	numeric	2754 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig08_EA.ri.	numeric	1357 unique values 0 missing
MATS8v	numeric	683 unique values 0 missing
piPC06	numeric	1290 unique values 0 missing
SpAD_EA.bo.	numeric	2929 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	1164 unique values 0 missing
MAXDN	numeric	1649 unique values 0 missing
piPC07	numeric	1414 unique values 0 missing
SpAD_EA.dm.	numeric	864 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	1414 unique values 0 missing
MAXDP	numeric	2195 unique values 0 missing
piPC08	numeric	1505 unique values 0 missing
SpAD_EA.ed.	numeric	2815 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig09_AEA.ed.	numeric	1359 unique values 0 missing
MCD	numeric	284 unique values 0 missing
piPC09	numeric	1569 unique values 0 missing
SpAD_EA.ri.	numeric	3681 unique values 0 missing
CATS2D_01_AN	numeric	6 unique values 0 missing
Eig09_AEA.ri.	numeric	1386 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

4081

Number of instances (rows) of the dataset.

NumberOfFeatures

1433

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

1432

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

4081

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.09

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

8.56

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

44334.47

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.7

Third quartile of means 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.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-63.88

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.95

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

63.88

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

0.9

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.32

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

MaxStdDevOfNumericAtts

126684.8

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage 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.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

155.56

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

-0.33

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

123.37

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

-0

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

2.67

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

Dimensionality

0.35

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

MeanSkewnessOfNumericAtts

3.8

Mean skewness among 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.

MeanStdDevOfNumericAtts

175.67

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.74