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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL332

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: CHEMBL332 (TID: 13000), and it has 3459 rows and 1412 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).

1414 features

pXC50 (target)	numeric	1051 unique values 0 missing
molecule_id (row identifier)	nominal	3459 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2v	numeric	538 unique values 0 missing
nCs	numeric	20 unique values 0 missing
SdO	numeric	2930 unique values 0 missing
SpMin3_Bh.v.	numeric	470 unique values 0 missing
AAC	numeric	633 unique values 0 missing
CATS2D_08_DA	numeric	8 unique values 0 missing
GATS3e	numeric	613 unique values 0 missing
nC.S	numeric	2 unique values 0 missing
SdS	numeric	6 unique values 0 missing
SpMin4_Bh.e.	numeric	728 unique values 0 missing
AECC	numeric	1653 unique values 0 missing
CATS2D_08_DD	numeric	5 unique values 0 missing
GATS3i	numeric	624 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SdsCH	numeric	378 unique values 0 missing
SpMin4_Bh.i.	numeric	704 unique values 0 missing
ALOGP	numeric	2336 unique values 0 missing
CATS2D_08_DL	numeric	20 unique values 0 missing
GATS3m	numeric	668 unique values 0 missing
nCsp2	numeric	35 unique values 0 missing
SdsN	numeric	103 unique values 0 missing
SpMin4_Bh.m.	numeric	687 unique values 0 missing
ALOGP2	numeric	2782 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3p	numeric	659 unique values 0 missing
nCsp3	numeric	28 unique values 0 missing
SdssC	numeric	1568 unique values 0 missing
SpMin4_Bh.p.	numeric	602 unique values 0 missing
AMR	numeric	2986 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS3s	numeric	617 unique values 0 missing
nCt	numeric	8 unique values 0 missing
SdssS	numeric	11 unique values 0 missing
SpMin4_Bh.s.	numeric	720 unique values 0 missing
AMW	numeric	1715 unique values 0 missing
CATS2D_08_LL	numeric	34 unique values 0 missing
GATS3v	numeric	403 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SdsssP	numeric	212 unique values 0 missing
SpMin4_Bh.v.	numeric	627 unique values 0 missing
ARR	numeric	208 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4e	numeric	768 unique values 0 missing
nDB	numeric	11 unique values 0 missing
Se	numeric	2288 unique values 0 missing
SpMin5_Bh.e.	numeric	752 unique values 0 missing
ATS1e	numeric	937 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4i	numeric	533 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
Si	numeric	2351 unique values 0 missing
SpMin5_Bh.i.	numeric	777 unique values 0 missing
ATS1i	numeric	961 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4m	numeric	723 unique values 0 missing
NddC	numeric	2 unique values 0 missing
SIC0	numeric	224 unique values 0 missing
SpMin5_Bh.m.	numeric	718 unique values 0 missing
ATS1m	numeric	865 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4p	numeric	656 unique values 0 missing
NddsN	numeric	4 unique values 0 missing
SIC1	numeric	341 unique values 0 missing
SpMin5_Bh.p.	numeric	687 unique values 0 missing
ATS1p	numeric	913 unique values 0 missing
CATS2D_09_AA	numeric	11 unique values 0 missing
GATS4s	numeric	851 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SIC2	numeric	267 unique values 0 missing
SpMin5_Bh.s.	numeric	788 unique values 0 missing
ATS1s	numeric	872 unique values 0 missing
CATS2D_09_AL	numeric	25 unique values 0 missing
GATS4v	numeric	473 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SIC3	numeric	235 unique values 0 missing
SpMin5_Bh.v.	numeric	671 unique values 0 missing
ATS1v	numeric	920 unique values 0 missing
CATS2D_09_AN	numeric	5 unique values 0 missing
GATS5e	numeric	850 unique values 0 missing
NdO	numeric	11 unique values 0 missing
SIC4	numeric	209 unique values 0 missing
SpMin6_Bh.e.	numeric	735 unique values 0 missing
ATS2e	numeric	1015 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5i	numeric	584 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SIC5	numeric	207 unique values 0 missing
SpMin6_Bh.i.	numeric	778 unique values 0 missing
ATS2i	numeric	1038 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5m	numeric	728 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SM02_AEA.bo.	numeric	521 unique values 0 missing
SpMin6_Bh.m.	numeric	724 unique values 0 missing
ATS2m	numeric	940 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5p	numeric	635 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_AEA.dm.	numeric	1069 unique values 0 missing
SpMin6_Bh.p.	numeric	697 unique values 0 missing
ATS2p	numeric	1001 unique values 0 missing
CATS2D_09_DL	numeric	18 unique values 0 missing
GATS5s	numeric	935 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM02_AEA.ed.	numeric	263 unique values 0 missing
SpMin6_Bh.s.	numeric	772 unique values 0 missing
ATS2s	numeric	1021 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5v	numeric	417 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1689 unique values 0 missing
SpMin6_Bh.v.	numeric	689 unique values 0 missing
ATS2v	numeric	980 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6e	numeric	1092 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA	numeric	79 unique values 0 missing
SpMin7_Bh.e.	numeric	746 unique values 0 missing
ATS3e	numeric	1116 unique values 0 missing
CATS2D_09_LL	numeric	35 unique values 0 missing
GATS6i	numeric	580 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	324 unique values 0 missing
SpMin7_Bh.i.	numeric	751 unique values 0 missing
ATS3i	numeric	1146 unique values 0 missing
CATS2D_09_NL	numeric	9 unique values 0 missing
GATS6m	numeric	718 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	810 unique values 0 missing
SpMin7_Bh.m.	numeric	779 unique values 0 missing
ATS3m	numeric	992 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6p	numeric	625 unique values 0 missing
nF	numeric	9 unique values 0 missing
SM02_EA.ed.	numeric	558 unique values 0 missing
SpMin7_Bh.p.	numeric	737 unique values 0 missing
ATS3p	numeric	1061 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6s	numeric	1122 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	942 unique values 0 missing
SpMin7_Bh.s.	numeric	772 unique values 0 missing
ATS3s	numeric	955 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	444 unique values 0 missing
nH	numeric	57 unique values 0 missing
SM03_AEA.bo.	numeric	829 unique values 0 missing
SpMin7_Bh.v.	numeric	742 unique values 0 missing
ATS3v	numeric	1031 unique values 0 missing
CENT	numeric	1763 unique values 0 missing
GATS7e	numeric	1071 unique values 0 missing
nHAcc	numeric	21 unique values 0 missing
SM03_AEA.dm.	numeric	1040 unique values 0 missing
SpMin8_Bh.e.	numeric	752 unique values 0 missing
ATS4e	numeric	1188 unique values 0 missing
Chi0_AEA.bo.	numeric	1784 unique values 0 missing
GATS7i	numeric	610 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM03_AEA.ed.	numeric	880 unique values 0 missing
SpMin8_Bh.i.	numeric	749 unique values 0 missing
ATS4i	numeric	1217 unique values 0 missing
Chi0_AEA.dm.	numeric	1784 unique values 0 missing
GATS7m	numeric	711 unique values 0 missing
nHet	numeric	24 unique values 0 missing
SM03_AEA.ri.	numeric	1688 unique values 0 missing
SpMin8_Bh.m.	numeric	805 unique values 0 missing
ATS4m	numeric	1102 unique values 0 missing
Chi0_AEA.ed.	numeric	1784 unique values 0 missing
GATS7p	numeric	640 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM03_EA	numeric	30 unique values 0 missing
SpMin8_Bh.p.	numeric	802 unique values 0 missing
ATS4p	numeric	1159 unique values 0 missing
Chi0_AEA.ri.	numeric	1784 unique values 0 missing
GATS7s	numeric	1144 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	157 unique values 0 missing
SpMin8_Bh.s.	numeric	685 unique values 0 missing
ATS4s	numeric	1090 unique values 0 missing
Chi0_EA	numeric	1784 unique values 0 missing
GATS7v	numeric	485 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	206 unique values 0 missing
SpMin8_Bh.v.	numeric	795 unique values 0 missing
ATS4v	numeric	1121 unique values 0 missing
Chi0_EA.bo.	numeric	2275 unique values 0 missing
GATS8e	numeric	1079 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	708 unique values 0 missing
SRW02	numeric	60 unique values 0 missing
ATS5e	numeric	1246 unique values 0 missing
Chi0_EA.dm.	numeric	2338 unique values 0 missing
GATS8i	numeric	611 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	853 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS5i	numeric	1267 unique values 0 missing
Chi0_EA.ed.	numeric	2293 unique values 0 missing
GATS8m	numeric	726 unique values 0 missing
nN	numeric	10 unique values 0 missing
SM04_AEA.bo.	numeric	934 unique values 0 missing
SRW04	numeric	179 unique values 0 missing
ATS5m	numeric	1170 unique values 0 missing
Chi0_EA.ri.	numeric	2777 unique values 0 missing
GATS8p	numeric	698 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	1026 unique values 0 missing
SRW05	numeric	11 unique values 0 missing
ATS5p	numeric	1235 unique values 0 missing
Chi1_AEA.bo.	numeric	2152 unique values 0 missing
GATS8s	numeric	1086 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	1049 unique values 0 missing
SRW06	numeric	613 unique values 0 missing
ATS5s	numeric	1138 unique values 0 missing
Chi1_AEA.dm.	numeric	2152 unique values 0 missing
GATS8v	numeric	484 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1579 unique values 0 missing
SRW07	numeric	35 unique values 0 missing
ATS5v	numeric	1204 unique values 0 missing
Chi1_AEA.ed.	numeric	2152 unique values 0 missing
GGI1	numeric	30 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA	numeric	343 unique values 0 missing
SRW08	numeric	973 unique values 0 missing
ATS6e	numeric	1359 unique values 0 missing
Chi1_AEA.ri.	numeric	2152 unique values 0 missing
GGI10	numeric	381 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	1013 unique values 0 missing
SRW09	numeric	110 unique values 0 missing
ATS6i	numeric	1378 unique values 0 missing
Chi1_EA	numeric	2152 unique values 0 missing
GGI2	numeric	77 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
SM04_EA.dm.	numeric	920 unique values 0 missing
SRW10	numeric	1051 unique values 0 missing
ATS6m	numeric	1285 unique values 0 missing
Chi1_EA.bo.	numeric	2384 unique values 0 missing
GGI3	numeric	354 unique values 0 missing
nO	numeric	15 unique values 0 missing
SM04_EA.ed.	numeric	1422 unique values 0 missing
SsBr	numeric	77 unique values 0 missing
ATS6p	numeric	1316 unique values 0 missing
Chi1_EA.dm.	numeric	2517 unique values 0 missing
GGI4	numeric	971 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM04_EA.ri.	numeric	1076 unique values 0 missing
SsCH3	numeric	1968 unique values 0 missing
ATS6s	numeric	1282 unique values 0 missing
Chi1_EA.ed.	numeric	1963 unique values 0 missing
GGI5	numeric	669 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_AEA.bo.	numeric	989 unique values 0 missing
SsCl	numeric	169 unique values 0 missing
ATS6v	numeric	1290 unique values 0 missing
Chi1_EA.ri.	numeric	2814 unique values 0 missing
GGI6	numeric	904 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	1097 unique values 0 missing
SsF	numeric	372 unique values 0 missing
ATS7e	numeric	1483 unique values 0 missing
CIC0	numeric	1269 unique values 0 missing
GGI7	numeric	808 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1169 unique values 0 missing
SsI	numeric	7 unique values 0 missing
ATS7i	numeric	1464 unique values 0 missing
CIC1	numeric	1405 unique values 0 missing
GGI8	numeric	686 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1449 unique values 0 missing
SsNH2	numeric	162 unique values 0 missing
ATS7m	numeric	1406 unique values 0 missing
CIC2	numeric	1130 unique values 0 missing
GGI9	numeric	574 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM05_EA	numeric	183 unique values 0 missing
SsOH	numeric	1681 unique values 0 missing
ATS7p	numeric	1442 unique values 0 missing
CIC3	numeric	879 unique values 0 missing
GMTI	numeric	2499 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1176 unique values 0 missing
SssCH2	numeric	2406 unique values 0 missing
ATS7s	numeric	1456 unique values 0 missing
CIC4	numeric	790 unique values 0 missing
GMTIV	numeric	3100 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	428 unique values 0 missing
SsSH	numeric	169 unique values 0 missing
ATS7v	numeric	1436 unique values 0 missing
CIC5	numeric	768 unique values 0 missing
GNar	numeric	361 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1510 unique values 0 missing
SssNH	numeric	2075 unique values 0 missing
ATS8e	numeric	1587 unique values 0 missing
CID	numeric	787 unique values 0 missing
H.	numeric	259 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1165 unique values 0 missing
SssO	numeric	1389 unique values 0 missing
ATS8i	numeric	1581 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.046	numeric	37 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	1072 unique values 0 missing
SssS	numeric	172 unique values 0 missing
ATS8m	numeric	1529 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.047	numeric	34 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1125 unique values 0 missing
SsssCH	numeric	1660 unique values 0 missing
ATS8p	numeric	1601 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1280 unique values 0 missing
SsssN	numeric	1300 unique values 0 missing
ATS8s	numeric	1578 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1416 unique values 0 missing
SssssC	numeric	837 unique values 0 missing
ATS8v	numeric	1572 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM06_EA	numeric	1153 unique values 0 missing
StCH	numeric	25 unique values 0 missing
ATSC1e	numeric	431 unique values 0 missing
CSI	numeric	1118 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	1338 unique values 0 missing
StN	numeric	39 unique values 0 missing
ATSC1i	numeric	862 unique values 0 missing
DBI	numeric	97 unique values 0 missing
H.052	numeric	20 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM06_EA.dm.	numeric	874 unique values 0 missing
StsC	numeric	225 unique values 0 missing
ATSC1m	numeric	2540 unique values 0 missing
D.Dtr03	numeric	75 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM06_EA.ed.	numeric	1641 unique values 0 missing
Sv	numeric	2321 unique values 0 missing
ATSC1p	numeric	2150 unique values 0 missing
D.Dtr04	numeric	14 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1263 unique values 0 missing
TIC0	numeric	2266 unique values 0 missing
ATSC1s	numeric	2933 unique values 0 missing
D.Dtr05	numeric	847 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	1179 unique values 0 missing
TIC1	numeric	2769 unique values 0 missing
ATSC1v	numeric	2318 unique values 0 missing
D.Dtr06	numeric	2494 unique values 0 missing
HDcpx	numeric	332 unique values 0 missing
nR09	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	1149 unique values 0 missing
TIC2	numeric	2792 unique values 0 missing
ATSC2e	numeric	901 unique values 0 missing
D.Dtr07	numeric	137 unique values 0 missing
HNar	numeric	383 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1377 unique values 0 missing
TIC3	numeric	2283 unique values 0 missing
ATSC2i	numeric	1264 unique values 0 missing
D.Dtr08	numeric	9 unique values 0 missing
HVcpx	numeric	1014 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	1438 unique values 0 missing
TIC4	numeric	2051 unique values 0 missing
ATSC2m	numeric	2831 unique values 0 missing
D.Dtr09	numeric	309 unique values 0 missing
Hy	numeric	833 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM07_EA	numeric	1005 unique values 0 missing
TIC5	numeric	2018 unique values 0 missing
ATSC2p	numeric	2541 unique values 0 missing
D.Dtr10	numeric	357 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.C.	numeric	5 unique values 0 missing
SM07_EA.bo.	numeric	1445 unique values 0 missing
TIE	numeric	3254 unique values 0 missing
ATSC2s	numeric	3197 unique values 0 missing
D.Dtr11	numeric	64 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	455 unique values 0 missing
TPC	numeric	1314 unique values 0 missing
ATSC2v	numeric	2702 unique values 0 missing
D.Dtr12	numeric	12 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1668 unique values 0 missing
TPSA.NO.	numeric	734 unique values 0 missing
ATSC3e	numeric	995 unique values 0 missing
DECC	numeric	1230 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1417 unique values 0 missing
TPSA.Tot.	numeric	927 unique values 0 missing
ATSC3i	numeric	1429 unique values 0 missing
DELS	numeric	3202 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1266 unique values 0 missing
TRS	numeric	35 unique values 0 missing
ATSC3m	numeric	3021 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	2266 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	1210 unique values 0 missing
TWC	numeric	1160 unique values 0 missing
ATSC3p	numeric	2754 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	633 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1442 unique values 0 missing
Uc	numeric	37 unique values 0 missing
ATSC3s	numeric	3231 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	1017 unique values 0 missing
nRCONHR	numeric	6 unique values 0 missing
SM08_AEA.ri.	numeric	1477 unique values 0 missing
Ui	numeric	37 unique values 0 missing
ATSC3v	numeric	2914 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1178 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA	numeric	1408 unique values 0 missing
Uindex	numeric	2559 unique values 0 missing
ATSC4e	numeric	1278 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	1135 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1501 unique values 0 missing
UNIP	numeric	278 unique values 0 missing
ATSC4i	numeric	1588 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	1097 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	757 unique values 0 missing
VAR	numeric	313 unique values 0 missing
ATSC4m	numeric	3165 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	1108 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	1711 unique values 0 missing
Vindex	numeric	399 unique values 0 missing
ATSC4p	numeric	2897 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	890 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1478 unique values 0 missing
VvdwMG	numeric	2178 unique values 0 missing
ATSC4s	numeric	3259 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	692 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM09_AEA.bo.	numeric	642 unique values 0 missing
VvdwZAZ	numeric	2401 unique values 0 missing
ATSC4v	numeric	3048 unique values 0 missing
DLS_cons	numeric	66 unique values 0 missing
IDDM	numeric	603 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1243 unique values 0 missing
Vx	numeric	2178 unique values 0 missing
ATSC5e	numeric	1500 unique values 0 missing
Dz	numeric	415 unique values 0 missing
IDE	numeric	1071 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM09_AEA.ed.	numeric	1525 unique values 0 missing
Wap	numeric	2339 unique values 0 missing
ATSC5i	numeric	1650 unique values 0 missing
ECC	numeric	651 unique values 0 missing
IDET	numeric	2619 unique values 0 missing
nRNHO	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1532 unique values 0 missing
X.	numeric	98 unique values 0 missing
ATSC5m	numeric	3183 unique values 0 missing
Eig01_AEA.bo.	numeric	629 unique values 0 missing
IDM	numeric	1496 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_EA	numeric	1441 unique values 0 missing
X0	numeric	1042 unique values 0 missing
ATSC5p	numeric	2922 unique values 0 missing
Eig01_AEA.dm.	numeric	564 unique values 0 missing
IDMT	numeric	2630 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	1543 unique values 0 missing
X0A	numeric	122 unique values 0 missing
ATSC5s	numeric	3278 unique values 0 missing
Eig01_AEA.ed.	numeric	640 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	441 unique values 0 missing
X0Av	numeric	196 unique values 0 missing
ATSC5v	numeric	3071 unique values 0 missing
Eig01_AEA.ri.	numeric	697 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM09_EA.ed.	numeric	1666 unique values 0 missing
X0sol	numeric	1464 unique values 0 missing
ATSC6e	numeric	1462 unique values 0 missing
Eig01_EA	numeric	642 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	1586 unique values 0 missing
X0v	numeric	2587 unique values 0 missing
ATSC6i	numeric	1736 unique values 0 missing
Eig01_EA.bo.	numeric	593 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	774 unique values 0 missing
X1	numeric	2023 unique values 0 missing
ATSC6m	numeric	3177 unique values 0 missing
Eig01_EA.dm.	numeric	163 unique values 0 missing
ISIZ	numeric	94 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	944 unique values 0 missing
X1A	numeric	80 unique values 0 missing
ATSC6p	numeric	2954 unique values 0 missing
Eig01_EA.ed.	numeric	944 unique values 0 missing
IVDE	numeric	485 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	1585 unique values 0 missing
X1Av	numeric	200 unique values 0 missing
ATSC6s	numeric	3259 unique values 0 missing
Eig01_EA.ri.	numeric	702 unique values 0 missing
IVDM	numeric	610 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	1599 unique values 0 missing
X1Kup	numeric	2619 unique values 0 missing
ATSC6v	numeric	3053 unique values 0 missing
Eig02_AEA.bo.	numeric	742 unique values 0 missing
JGI1	numeric	193 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA	numeric	1545 unique values 0 missing
X1Mad	numeric	2688 unique values 0 missing
ATSC7e	numeric	1378 unique values 0 missing
Eig02_AEA.dm.	numeric	690 unique values 0 missing
JGI10	numeric	15 unique values 0 missing
NsCH3	numeric	12 unique values 0 missing
SM10_EA.bo.	numeric	1581 unique values 0 missing
X1MulPer	numeric	2592 unique values 0 missing
ATSC7i	numeric	1784 unique values 0 missing
Eig02_AEA.ed.	numeric	898 unique values 0 missing
JGI2	numeric	120 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	641 unique values 0 missing
X1Per	numeric	2521 unique values 0 missing
ATSC7m	numeric	3179 unique values 0 missing
Eig02_AEA.ri.	numeric	820 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
NsF	numeric	9 unique values 0 missing
SM10_EA.ed.	numeric	1635 unique values 0 missing
X1sol	numeric	2093 unique values 0 missing
ATSC7p	numeric	2992 unique values 0 missing
Eig02_EA	numeric	774 unique values 0 missing
JGI4	numeric	47 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	1676 unique values 0 missing
X1v	numeric	2566 unique values 0 missing
ATSC7s	numeric	3261 unique values 0 missing
Eig02_EA.bo.	numeric	828 unique values 0 missing
JGI5	numeric	43 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	795 unique values 0 missing
X2	numeric	2277 unique values 0 missing
ATSC7v	numeric	3091 unique values 0 missing
Eig02_EA.dm.	numeric	214 unique values 0 missing
JGI6	numeric	34 unique values 0 missing
nSK	numeric	53 unique values 0 missing
SM11_AEA.dm.	numeric	1336 unique values 0 missing
X2A	numeric	100 unique values 0 missing
ATSC8e	numeric	1414 unique values 0 missing
Eig02_EA.ed.	numeric	1336 unique values 0 missing
JGI7	numeric	29 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	1566 unique values 0 missing
X2Av	numeric	169 unique values 0 missing
ATSC8i	numeric	1815 unique values 0 missing
Eig02_EA.ri.	numeric	760 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	593 unique values 0 missing
X2sol	numeric	2378 unique values 0 missing
ATSC8m	numeric	3183 unique values 0 missing
Eig03_AEA.bo.	numeric	757 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM11_EA	numeric	1592 unique values 0 missing
X2v	numeric	2663 unique values 0 missing
ATSC8p	numeric	3000 unique values 0 missing
Eig03_AEA.dm.	numeric	856 unique values 0 missing
JGT	numeric	375 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1623 unique values 0 missing
X3	numeric	2273 unique values 0 missing
ATSC8s	numeric	3249 unique values 0 missing
Eig03_AEA.ed.	numeric	1036 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	438 unique values 0 missing
X3A	numeric	82 unique values 0 missing
ATSC8v	numeric	3085 unique values 0 missing
Eig03_AEA.ri.	numeric	849 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1624 unique values 0 missing
X3Av	numeric	119 unique values 0 missing
BAC	numeric	194 unique values 0 missing
Eig03_EA	numeric	795 unique values 0 missing
LOC	numeric	1129 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	1728 unique values 0 missing
X3sol	numeric	2359 unique values 0 missing
BBI	numeric	79 unique values 0 missing
Eig03_EA.bo.	numeric	899 unique values 0 missing
LPRS	numeric	2606 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM12_AEA.bo.	numeric	834 unique values 0 missing
X3v	numeric	2560 unique values 0 missing
BIC0	numeric	207 unique values 0 missing
Eig03_EA.dm.	numeric	232 unique values 0 missing
MATS1e	numeric	383 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1532 unique values 0 missing
X4	numeric	2241 unique values 0 missing
BIC1	numeric	312 unique values 0 missing
Eig03_EA.ed.	numeric	1532 unique values 0 missing
MATS1i	numeric	491 unique values 0 missing
NssNH	numeric	7 unique values 0 missing
SM12_AEA.ed.	numeric	1632 unique values 0 missing
X4A	numeric	64 unique values 0 missing
BIC2	numeric	248 unique values 0 missing
Eig03_EA.ri.	numeric	828 unique values 0 missing
MATS1m	numeric	345 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM12_AEA.ri.	numeric	828 unique values 0 missing
X4Av	numeric	96 unique values 0 missing
BIC3	numeric	201 unique values 0 missing
Eig04_AEA.bo.	numeric	798 unique values 0 missing
MATS1p	numeric	325 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA	numeric	1653 unique values 0 missing
X4sol	numeric	2326 unique values 0 missing
BIC4	numeric	186 unique values 0 missing
Eig04_AEA.dm.	numeric	941 unique values 0 missing
MATS1s	numeric	248 unique values 0 missing
NsssCH	numeric	10 unique values 0 missing
SM12_EA.bo.	numeric	1616 unique values 0 missing
X4v	numeric	2481 unique values 0 missing
BIC5	numeric	184 unique values 0 missing
Eig04_AEA.ed.	numeric	1037 unique values 0 missing
MATS1v	numeric	191 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	586 unique values 0 missing
X5	numeric	2166 unique values 0 missing
BID	numeric	170 unique values 0 missing
Eig04_AEA.ri.	numeric	931 unique values 0 missing
MATS2e	numeric	472 unique values 0 missing
NssssC	numeric	8 unique values 0 missing
SM12_EA.ed.	numeric	1627 unique values 0 missing
X5A	numeric	54 unique values 0 missing
BLI	numeric	484 unique values 0 missing
Eig04_EA	numeric	834 unique values 0 missing
MATS2i	numeric	559 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM12_EA.ri.	numeric	1826 unique values 0 missing
X5Av	numeric	71 unique values 0 missing
BLTA96	numeric	537 unique values 0 missing
Eig04_EA.bo.	numeric	972 unique values 0 missing
MATS2m	numeric	368 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	924 unique values 0 missing
X5sol	numeric	2277 unique values 0 missing
BLTD48	numeric	514 unique values 0 missing
Eig04_EA.dm.	numeric	228 unique values 0 missing
MATS2p	numeric	493 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1543 unique values 0 missing
X5v	numeric	2289 unique values 0 missing
BLTF96	numeric	470 unique values 0 missing
Eig04_EA.ed.	numeric	1543 unique values 0 missing
MATS2s	numeric	428 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	1649 unique values 0 missing
Xindex	numeric	513 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	919 unique values 0 missing
MATS2v	numeric	419 unique values 0 missing
nThiranes	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	899 unique values 0 missing
XMOD	numeric	2955 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.bo.	numeric	910 unique values 0 missing
MATS3e	numeric	407 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA	numeric	1668 unique values 0 missing
Xt	numeric	171 unique values 0 missing
C.	numeric	218 unique values 0 missing
Eig05_AEA.dm.	numeric	968 unique values 0 missing
MATS3i	numeric	448 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1638 unique values 0 missing
Xu	numeric	2422 unique values 0 missing
C.001	numeric	11 unique values 0 missing
Eig05_AEA.ed.	numeric	1058 unique values 0 missing
MATS3m	numeric	393 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	413 unique values 0 missing
Yindex	numeric	875 unique values 0 missing
C.002	numeric	18 unique values 0 missing
Eig05_AEA.ri.	numeric	1034 unique values 0 missing
MATS3p	numeric	360 unique values 0 missing
NtsC	numeric	5 unique values 0 missing
SM13_EA.ed.	numeric	1593 unique values 0 missing
ZM1	numeric	122 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig05_EA	numeric	924 unique values 0 missing
MATS3s	numeric	366 unique values 0 missing
nX	numeric	10 unique values 0 missing
SM13_EA.ri.	numeric	1862 unique values 0 missing
ZM1Kup	numeric	2687 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig05_EA.bo.	numeric	1053 unique values 0 missing
MATS3v	numeric	355 unique values 0 missing
O.	numeric	152 unique values 0 missing
SM14_AEA.bo.	numeric	1026 unique values 0 missing
ZM1Mad	numeric	2867 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_EA.dm.	numeric	219 unique values 0 missing
MATS4e	numeric	484 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM14_AEA.dm.	numeric	1588 unique values 0 missing
ZM1MulPer	numeric	3132 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig05_EA.ed.	numeric	1588 unique values 0 missing
MATS4i	numeric	427 unique values 0 missing
O.057	numeric	7 unique values 0 missing
SM14_AEA.ed.	numeric	1641 unique values 0 missing
ZM1Per	numeric	3044 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	1028 unique values 0 missing
MATS4m	numeric	506 unique values 0 missing
O.058	numeric	11 unique values 0 missing
SM14_AEA.ri.	numeric	972 unique values 0 missing
ZM1V	numeric	311 unique values 0 missing
C.008	numeric	7 unique values 0 missing
Eig06_AEA.bo.	numeric	1033 unique values 0 missing
MATS4p	numeric	413 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM14_EA	numeric	1687 unique values 0 missing
ZM2	numeric	246 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1088 unique values 0 missing
MATS4s	numeric	464 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM14_EA.bo.	numeric	1609 unique values 0 missing
ZM2Kup	numeric	3062 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig06_AEA.ed.	numeric	1179 unique values 0 missing
MATS4v	numeric	445 unique values 0 missing
O.061	numeric	5 unique values 0 missing
SM14_EA.dm.	numeric	544 unique values 0 missing
ZM2Mad	numeric	3053 unique values 0 missing
C.012	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	1138 unique values 0 missing
MATS5e	numeric	527 unique values 0 missing
ON0	numeric	236 unique values 0 missing
SM14_EA.ed.	numeric	1539 unique values 0 missing
ZM2MulPer	numeric	3145 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA	numeric	1026 unique values 0 missing
MATS5i	numeric	448 unique values 0 missing
ON0V	numeric	999 unique values 0 missing
SM14_EA.ri.	numeric	1934 unique values 0 missing
ZM2Per	numeric	3081 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1151 unique values 0 missing
MATS5m	numeric	478 unique values 0 missing
ON1	numeric	569 unique values 0 missing
SM15_AEA.bo.	numeric	1019 unique values 0 missing
ZM2V	numeric	497 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	206 unique values 0 missing
MATS5p	numeric	432 unique values 0 missing
ON1V	numeric	1898 unique values 0 missing
SM15_AEA.dm.	numeric	1724 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig06_EA.ed.	numeric	1724 unique values 0 missing
MATS5s	numeric	571 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	1639 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	1139 unique values 0 missing
MATS5v	numeric	415 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	1053 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	1037 unique values 0 missing
MATS6e	numeric	687 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA	numeric	1710 unique values 0 missing
C.019	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	1201 unique values 0 missing
MATS6i	numeric	447 unique values 0 missing
PCD	numeric	1641 unique values 0 missing
SM15_EA.bo.	numeric	1591 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	1239 unique values 0 missing
MATS6m	numeric	495 unique values 0 missing
PCR	numeric	481 unique values 0 missing
SM15_EA.dm.	numeric	426 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	1136 unique values 0 missing
MATS6p	numeric	433 unique values 0 missing
PDI	numeric	211 unique values 0 missing
SM15_EA.ed.	numeric	1527 unique values 0 missing
C.022	numeric	5 unique values 0 missing
Eig07_EA	numeric	1019 unique values 0 missing
MATS6s	numeric	612 unique values 0 missing
PHI	numeric	2336 unique values 0 missing
SM15_EA.ri.	numeric	1986 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1168 unique values 0 missing
MATS6v	numeric	409 unique values 0 missing
piID	numeric	1822 unique values 0 missing
SMTI	numeric	2512 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig07_EA.dm.	numeric	142 unique values 0 missing
MATS7e	numeric	627 unique values 0 missing
piPC01	numeric	116 unique values 0 missing
SMTIV	numeric	3072 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig07_EA.ed.	numeric	1689 unique values 0 missing
MATS7i	numeric	479 unique values 0 missing
piPC02	numeric	324 unique values 0 missing
SNar	numeric	298 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig07_EA.ri.	numeric	1126 unique values 0 missing
MATS7m	numeric	546 unique values 0 missing
piPC03	numeric	694 unique values 0 missing
Sp	numeric	2142 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.bo.	numeric	1031 unique values 0 missing
MATS7p	numeric	479 unique values 0 missing
piPC04	numeric	1028 unique values 0 missing
SpAD_AEA.bo.	numeric	2670 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig08_AEA.dm.	numeric	1273 unique values 0 missing
MATS7s	numeric	622 unique values 0 missing
piPC05	numeric	1234 unique values 0 missing
SpAD_AEA.dm.	numeric	3077 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1337 unique values 0 missing
MATS7v	numeric	476 unique values 0 missing
piPC06	numeric	1444 unique values 0 missing
SpAD_AEA.ed.	numeric	2534 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	1151 unique values 0 missing
MATS8e	numeric	740 unique values 0 missing
piPC07	numeric	1562 unique values 0 missing
SpAD_AEA.ri.	numeric	3084 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA	numeric	1069 unique values 0 missing
MATS8i	numeric	470 unique values 0 missing
piPC08	numeric	1672 unique values 0 missing
SpAD_EA	numeric	2545 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	1193 unique values 0 missing
MATS8m	numeric	565 unique values 0 missing
piPC09	numeric	1746 unique values 0 missing
SpAD_EA.bo.	numeric	2684 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	80 unique values 0 missing
MATS8p	numeric	459 unique values 0 missing
piPC10	numeric	1768 unique values 0 missing
SpAD_EA.dm.	numeric	1142 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.ed.	numeric	1688 unique values 0 missing
MATS8s	numeric	662 unique values 0 missing
PJI2	numeric	20 unique values 0 missing
SpAD_EA.ed.	numeric	2616 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1136 unique values 0 missing
MATS8v	numeric	486 unique values 0 missing
Pol	numeric	89 unique values 0 missing
SpAD_EA.ri.	numeric	3078 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	1020 unique values 0 missing
MAXDN	numeric	1668 unique values 0 missing
Psi_e_0	numeric	2660 unique values 0 missing
SpDiam_AEA.bo.	numeric	809 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	1314 unique values 0 missing
MAXDP	numeric	1646 unique values 0 missing
Psi_e_0d	numeric	14 unique values 0 missing
SpDiam_AEA.dm.	numeric	627 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1268 unique values 0 missing
MCD	numeric	297 unique values 0 missing
Psi_e_1	numeric	2311 unique values 0 missing
SpDiam_AEA.ed.	numeric	1083 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	1157 unique values 0 missing
MDDD	numeric	2498 unique values 0 missing
Psi_e_1d	numeric	9 unique values 0 missing
SpDiam_AEA.ri.	numeric	911 unique values 0 missing
C.040	numeric	9 unique values 0 missing
Eig09_EA	numeric	1040 unique values 0 missing
Me	numeric	121 unique values 0 missing
Psi_e_1s	numeric	2 unique values 0 missing
SpDiam_EA	numeric	658 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	1162 unique values 0 missing
Mi	numeric	101 unique values 0 missing
Psi_e_A	numeric	862 unique values 0 missing
SpDiam_EA.bo.	numeric	624 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	43 unique values 0 missing
MLOGP	numeric	1826 unique values 0 missing
Psi_e_t	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	228 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1579 unique values 0 missing
MLOGP2	numeric	2162 unique values 0 missing
Psi_i_0	numeric	2674 unique values 0 missing
SpDiam_EA.ed.	numeric	1223 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	1136 unique values 0 missing
Mp	numeric	175 unique values 0 missing
Psi_i_0d	numeric	13 unique values 0 missing
SpDiam_EA.ri.	numeric	710 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	1050 unique values 0 missing
MPC01	numeric	60 unique values 0 missing
Psi_i_1	numeric	2760 unique values 0 missing
SPI	numeric	2447 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	1242 unique values 0 missing
MPC02	numeric	79 unique values 0 missing
Psi_i_1d	numeric	15 unique values 0 missing
SpMAD_AEA.bo.	numeric	220 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	1198 unique values 0 missing
MPC03	numeric	103 unique values 0 missing
Psi_i_1s	numeric	4 unique values 0 missing
SpMAD_AEA.dm.	numeric	322 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_AEA.ri.	numeric	1186 unique values 0 missing
MPC04	numeric	139 unique values 0 missing
Psi_i_A	numeric	862 unique values 0 missing
SpMAD_AEA.ed.	numeric	283 unique values 0 missing
CATS2D_01_AN	numeric	5 unique values 0 missing
Eig10_EA	numeric	1026 unique values 0 missing
MPC05	numeric	174 unique values 0 missing
Psi_i_s	numeric	1217 unique values 0 missing
SpMAD_AEA.ri.	numeric	226 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	1192 unique values 0 missing
MPC06	numeric	194 unique values 0 missing
Psi_i_t	numeric	11 unique values 0 missing
SpMAD_EA	numeric	208 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	31 unique values 0 missing
MPC07	numeric	221 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.bo.	numeric	536 unique values 0 missing
CATS2D_01_DD	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	1449 unique values 0 missing
MPC08	numeric	255 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	606 unique values 0 missing
CATS2D_01_DN	numeric	5 unique values 0 missing
Eig10_EA.ri.	numeric	1191 unique values 0 missing
MPC09	numeric	267 unique values 0 missing
P_VSA_e_1	numeric	177 unique values 0 missing
SpMAD_EA.ed.	numeric	1093 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	1070 unique values 0 missing
MPC10	numeric	286 unique values 0 missing
P_VSA_e_2	numeric	2808 unique values 0 missing
SpMAD_EA.ri.	numeric	220 unique values 0 missing
CATS2D_01_LL	numeric	32 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3459

Number of instances (rows) of the dataset.

NumberOfFeatures

1414

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

1413

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

3.93

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

Dimensionality

0.41

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.73

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

2.81

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

82.48

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.26

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.22

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

3459

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

42256.48

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.43

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-37.65

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.

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.53

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

58.81

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.39

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.41

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

MaxStdDevOfNumericAtts

28306.67

Maximum standard deviation of attributes of the numeric type.

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

102.86

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.85

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

119.36

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.16

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

AutoCorrelation

-0.09

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.

Show all 62 properties