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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL338

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: CHEMBL338 (TID: 13077), and it has 2897 rows and 1388 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).

1390 features

pXC50 (target)	numeric	1614 unique values 0 missing
molecule_id (row identifier)	nominal	2897 unique values 0 missing
CATS2D_08_LL	numeric	37 unique values 0 missing
GATS4e	numeric	891 unique values 0 missing
NddC	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	648 unique values 0 missing
SpMin7_Bh.v.	numeric	657 unique values 0 missing
AAC	numeric	497 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4i	numeric	467 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	748 unique values 0 missing
SpMin8_Bh.e.	numeric	646 unique values 0 missing
AECC	numeric	894 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4m	numeric	630 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	593 unique values 0 missing
SpMin8_Bh.i.	numeric	621 unique values 0 missing
ALOGP	numeric	1665 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4p	numeric	510 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	964 unique values 0 missing
SpMin8_Bh.m.	numeric	672 unique values 0 missing
ALOGP2	numeric	1954 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4s	numeric	929 unique values 0 missing
NdO	numeric	9 unique values 0 missing
SM03_EA	numeric	23 unique values 0 missing
SpMin8_Bh.p.	numeric	676 unique values 0 missing
AMR	numeric	1979 unique values 0 missing
CATS2D_09_AL	numeric	22 unique values 0 missing
GATS4v	numeric	378 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	105 unique values 0 missing
SpMin8_Bh.s.	numeric	600 unique values 0 missing
AMW	numeric	1187 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5e	numeric	1117 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_EA.dm.	numeric	88 unique values 0 missing
SpMin8_Bh.v.	numeric	668 unique values 0 missing
ARR	numeric	155 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5i	numeric	612 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	404 unique values 0 missing
SRW02	numeric	50 unique values 0 missing
ATS1e	numeric	765 unique values 0 missing
CATS2D_09_DA	numeric	8 unique values 0 missing
GATS5m	numeric	794 unique values 0 missing
NdssC	numeric	8 unique values 0 missing
SM03_EA.ri.	numeric	516 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS1i	numeric	777 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5p	numeric	642 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	766 unique values 0 missing
SRW04	numeric	142 unique values 0 missing
ATS1m	numeric	760 unique values 0 missing
CATS2D_09_DL	numeric	13 unique values 0 missing
GATS5s	numeric	1188 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	824 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS1p	numeric	761 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5v	numeric	511 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	776 unique values 0 missing
SRW06	numeric	462 unique values 0 missing
ATS1s	numeric	844 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6e	numeric	1204 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM04_AEA.ri.	numeric	990 unique values 0 missing
SRW07	numeric	33 unique values 0 missing
ATS1v	numeric	786 unique values 0 missing
CATS2D_09_LL	numeric	33 unique values 0 missing
GATS6i	numeric	504 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_EA	numeric	238 unique values 0 missing
SRW08	numeric	747 unique values 0 missing
ATS2e	numeric	821 unique values 0 missing
CATS2D_09_NL	numeric	6 unique values 0 missing
GATS6m	numeric	781 unique values 0 missing
nH	numeric	46 unique values 0 missing
SM04_EA.bo.	numeric	814 unique values 0 missing
SRW09	numeric	96 unique values 0 missing
ATS2i	numeric	821 unique values 0 missing
CATS2D_09_PL	numeric	8 unique values 0 missing
GATS6p	numeric	576 unique values 0 missing
nHAcc	numeric	15 unique values 0 missing
SM04_EA.dm.	numeric	440 unique values 0 missing
SRW10	numeric	775 unique values 0 missing
ATS2m	numeric	850 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6s	numeric	1223 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM04_EA.ed.	numeric	944 unique values 0 missing
SsBr	numeric	73 unique values 0 missing
ATS2p	numeric	793 unique values 0 missing
CENT	numeric	1024 unique values 0 missing
GATS6v	numeric	434 unique values 0 missing
nHet	numeric	16 unique values 0 missing
SM04_EA.ri.	numeric	832 unique values 0 missing
SsCH3	numeric	1167 unique values 0 missing
ATS2s	numeric	928 unique values 0 missing
Chi0_AEA.bo.	numeric	988 unique values 0 missing
GATS7e	numeric	1007 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.bo.	numeric	794 unique values 0 missing
SsCl	numeric	415 unique values 0 missing
ATS2v	numeric	798 unique values 0 missing
Chi0_AEA.dm.	numeric	988 unique values 0 missing
GATS7i	numeric	498 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	857 unique values 0 missing
SsF	numeric	477 unique values 0 missing
ATS3e	numeric	883 unique values 0 missing
Chi0_AEA.ed.	numeric	988 unique values 0 missing
GATS7m	numeric	790 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	825 unique values 0 missing
SsI	numeric	125 unique values 0 missing
ATS3i	numeric	908 unique values 0 missing
Chi0_AEA.ri.	numeric	988 unique values 0 missing
GATS7p	numeric	580 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1001 unique values 0 missing
SsNH2	numeric	142 unique values 0 missing
ATS3m	numeric	896 unique values 0 missing
Chi0_EA	numeric	988 unique values 0 missing
GATS7s	numeric	1053 unique values 0 missing
nN	numeric	10 unique values 0 missing
SM05_EA	numeric	118 unique values 0 missing
SsOH	numeric	360 unique values 0 missing
ATS3p	numeric	850 unique values 0 missing
Chi0_EA.bo.	numeric	1377 unique values 0 missing
GATS7v	numeric	461 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	816 unique values 0 missing
SssCH2	numeric	1931 unique values 0 missing
ATS3s	numeric	917 unique values 0 missing
Chi0_EA.dm.	numeric	1555 unique values 0 missing
GATS8e	numeric	1191 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	160 unique values 0 missing
SssNH	numeric	426 unique values 0 missing
ATS3v	numeric	857 unique values 0 missing
Chi0_EA.ed.	numeric	1432 unique values 0 missing
GATS8i	numeric	689 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	990 unique values 0 missing
SssO	numeric	1059 unique values 0 missing
ATS4e	numeric	917 unique values 0 missing
Chi0_EA.ri.	numeric	1925 unique values 0 missing
GATS8m	numeric	901 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	943 unique values 0 missing
SssS	numeric	72 unique values 0 missing
ATS4i	numeric	945 unique values 0 missing
Chi1_AEA.bo.	numeric	1260 unique values 0 missing
GATS8p	numeric	678 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	813 unique values 0 missing
SsssCH	numeric	1456 unique values 0 missing
ATS4m	numeric	914 unique values 0 missing
Chi1_AEA.dm.	numeric	1260 unique values 0 missing
GATS8s	numeric	1207 unique values 0 missing
NNRS	numeric	15 unique values 0 missing
SM06_AEA.dm.	numeric	811 unique values 0 missing
SsssN	numeric	934 unique values 0 missing
ATS4p	numeric	918 unique values 0 missing
Chi1_AEA.ed.	numeric	1260 unique values 0 missing
GATS8v	numeric	566 unique values 0 missing
nO	numeric	12 unique values 0 missing
SM06_AEA.ed.	numeric	881 unique values 0 missing
SssssC	numeric	291 unique values 0 missing
ATS4s	numeric	945 unique values 0 missing
Chi1_AEA.ri.	numeric	1260 unique values 0 missing
GGI1	numeric	24 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	996 unique values 0 missing
SssssN.	numeric	5 unique values 0 missing
ATS4v	numeric	899 unique values 0 missing
Chi1_EA	numeric	1260 unique values 0 missing
GGI10	numeric	226 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_EA	numeric	830 unique values 0 missing
StCH	numeric	10 unique values 0 missing
ATS5e	numeric	1002 unique values 0 missing
Chi1_EA.bo.	numeric	1565 unique values 0 missing
GGI2	numeric	54 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	991 unique values 0 missing
StN	numeric	29 unique values 0 missing
ATS5i	numeric	996 unique values 0 missing
Chi1_EA.dm.	numeric	1697 unique values 0 missing
GGI3	numeric	236 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	405 unique values 0 missing
StsC	numeric	58 unique values 0 missing
ATS5m	numeric	968 unique values 0 missing
Chi1_EA.ed.	numeric	1316 unique values 0 missing
GGI4	numeric	680 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1053 unique values 0 missing
Sv	numeric	1500 unique values 0 missing
ATS5p	numeric	960 unique values 0 missing
Chi1_EA.ri.	numeric	1978 unique values 0 missing
GGI5	numeric	507 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	967 unique values 0 missing
TIC0	numeric	1146 unique values 0 missing
ATS5s	numeric	972 unique values 0 missing
CIC0	numeric	811 unique values 0 missing
GGI6	numeric	644 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	860 unique values 0 missing
TIC1	numeric	1716 unique values 0 missing
ATS5v	numeric	970 unique values 0 missing
CIC1	numeric	1066 unique values 0 missing
GGI7	numeric	557 unique values 0 missing
nPyridines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	776 unique values 0 missing
TIC2	numeric	1801 unique values 0 missing
ATS6e	numeric	1037 unique values 0 missing
CIC2	numeric	1096 unique values 0 missing
GGI8	numeric	409 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	929 unique values 0 missing
TIC3	numeric	1459 unique values 0 missing
ATS6i	numeric	1060 unique values 0 missing
CIC3	numeric	886 unique values 0 missing
GGI9	numeric	372 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	983 unique values 0 missing
TIC4	numeric	1189 unique values 0 missing
ATS6m	numeric	1130 unique values 0 missing
CIC4	numeric	760 unique values 0 missing
GMTI	numeric	1474 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA	numeric	605 unique values 0 missing
TIC5	numeric	1130 unique values 0 missing
ATS6p	numeric	1048 unique values 0 missing
CIC5	numeric	739 unique values 0 missing
GMTIV	numeric	2030 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1055 unique values 0 missing
TIE	numeric	2243 unique values 0 missing
ATS6s	numeric	1062 unique values 0 missing
CID	numeric	651 unique values 0 missing
GNar	numeric	265 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	171 unique values 0 missing
TPC	numeric	944 unique values 0 missing
ATS6v	numeric	1073 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	181 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	1076 unique values 0 missing
TPSA.NO.	numeric	290 unique values 0 missing
ATS7e	numeric	1152 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	18 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM07_EA.ri.	numeric	1095 unique values 0 missing
TPSA.Tot.	numeric	359 unique values 0 missing
ATS7i	numeric	1124 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	36 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	904 unique values 0 missing
TRS	numeric	37 unique values 0 missing
ATS7m	numeric	1284 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	3 unique values 0 missing
nR08	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	825 unique values 0 missing
TWC	numeric	867 unique values 0 missing
ATS7p	numeric	1185 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	951 unique values 0 missing
Uc	numeric	29 unique values 0 missing
ATS7s	numeric	1135 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nR10	numeric	6 unique values 0 missing
SM08_AEA.ri.	numeric	981 unique values 0 missing
Ui	numeric	31 unique values 0 missing
ATS7v	numeric	1237 unique values 0 missing
CSI	numeric	770 unique values 0 missing
H.051	numeric	7 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA	numeric	945 unique values 0 missing
Uindex	numeric	1515 unique values 0 missing
ATS8e	numeric	1293 unique values 0 missing
DBI	numeric	52 unique values 0 missing
H.052	numeric	15 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1079 unique values 0 missing
UNIP	numeric	227 unique values 0 missing
ATS8i	numeric	1250 unique values 0 missing
D.Dtr03	numeric	41 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	349 unique values 0 missing
VAR	numeric	227 unique values 0 missing
ATS8m	numeric	1438 unique values 0 missing
D.Dtr04	numeric	10 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR.CHX	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1116 unique values 0 missing
Vindex	numeric	274 unique values 0 missing
ATS8p	numeric	1344 unique values 0 missing
D.Dtr05	numeric	920 unique values 0 missing
HDcpx	numeric	299 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1147 unique values 0 missing
VvdwMG	numeric	1363 unique values 0 missing
ATS8s	numeric	1331 unique values 0 missing
D.Dtr06	numeric	1573 unique values 0 missing
HNar	numeric	247 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	491 unique values 0 missing
VvdwZAZ	numeric	1583 unique values 0 missing
ATS8v	numeric	1394 unique values 0 missing
D.Dtr07	numeric	578 unique values 0 missing
HVcpx	numeric	921 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	874 unique values 0 missing
Vx	numeric	1363 unique values 0 missing
ATSC1e	numeric	167 unique values 0 missing
D.Dtr08	numeric	75 unique values 0 missing
Hy	numeric	375 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	1003 unique values 0 missing
Wap	numeric	1396 unique values 0 missing
ATSC1i	numeric	676 unique values 0 missing
D.Dtr09	numeric	349 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1016 unique values 0 missing
X.	numeric	79 unique values 0 missing
ATSC1m	numeric	1653 unique values 0 missing
D.Dtr10	numeric	286 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA	numeric	1034 unique values 0 missing
X0	numeric	512 unique values 0 missing
ATSC1p	numeric	1464 unique values 0 missing
D.Dtr11	numeric	17 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCONHR	numeric	6 unique values 0 missing
SM09_EA.bo.	numeric	1150 unique values 0 missing
X0A	numeric	93 unique values 0 missing
ATSC1s	numeric	1882 unique values 0 missing
D.Dtr12	numeric	53 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	155 unique values 0 missing
X0Av	numeric	205 unique values 0 missing
ATSC1v	numeric	1491 unique values 0 missing
DECC	numeric	821 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1122 unique values 0 missing
X0sol	numeric	849 unique values 0 missing
ATSC2e	numeric	446 unique values 0 missing
DELS	numeric	2208 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1204 unique values 0 missing
X0v	numeric	1746 unique values 0 missing
ATSC2i	numeric	961 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	586 unique values 0 missing
X1	numeric	966 unique values 0 missing
ATSC2m	numeric	1892 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IAC	numeric	1146 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	769 unique values 0 missing
X1A	numeric	69 unique values 0 missing
ATSC2p	numeric	1729 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC0	numeric	497 unique values 0 missing
nR.Cs	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	1022 unique values 0 missing
X1Av	numeric	150 unique values 0 missing
ATSC2s	numeric	2171 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC1	numeric	809 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	1061 unique values 0 missing
X1Kup	numeric	1812 unique values 0 missing
ATSC2v	numeric	1799 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC2	numeric	923 unique values 0 missing
nRNCS	numeric	2 unique values 0 missing
SM10_EA	numeric	1031 unique values 0 missing
X1Mad	numeric	1811 unique values 0 missing
ATSC3e	numeric	524 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC3	numeric	816 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1140 unique values 0 missing
X1MulPer	numeric	1751 unique values 0 missing
ATSC3i	numeric	1162 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC4	numeric	744 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	288 unique values 0 missing
X1Per	numeric	1714 unique values 0 missing
ATSC3m	numeric	2081 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
IC5	numeric	730 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1105 unique values 0 missing
X1sol	numeric	1247 unique values 0 missing
ATSC3p	numeric	1948 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ICR	numeric	653 unique values 0 missing
nRNNOx	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	1239 unique values 0 missing
X1v	numeric	1819 unique values 0 missing
ATSC3s	numeric	2213 unique values 0 missing
DLS_cons	numeric	48 unique values 0 missing
IDDE	numeric	529 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	639 unique values 0 missing
X2	numeric	1386 unique values 0 missing
ATSC3v	numeric	2008 unique values 0 missing
Dz	numeric	414 unique values 0 missing
IDDM	numeric	406 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	1007 unique values 0 missing
X2A	numeric	77 unique values 0 missing
ATSC4e	numeric	676 unique values 0 missing
ECC	numeric	492 unique values 0 missing
IDE	numeric	985 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_AEA.ed.	numeric	1028 unique values 0 missing
X2Av	numeric	131 unique values 0 missing
ATSC4i	numeric	1231 unique values 0 missing
Eig01_AEA.bo.	numeric	541 unique values 0 missing
IDET	numeric	1569 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	623 unique values 0 missing
X2sol	numeric	1524 unique values 0 missing
ATSC4m	numeric	2196 unique values 0 missing
Eig01_AEA.dm.	numeric	669 unique values 0 missing
IDM	numeric	1023 unique values 0 missing
NRS	numeric	5 unique values 0 missing
SM11_EA	numeric	1055 unique values 0 missing
X2v	numeric	1890 unique values 0 missing
ATSC4p	numeric	2081 unique values 0 missing
Eig01_AEA.ed.	numeric	516 unique values 0 missing
IDMT	numeric	1574 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1200 unique values 0 missing
X3	numeric	1411 unique values 0 missing
ATSC4s	numeric	2253 unique values 0 missing
Eig01_AEA.ri.	numeric	544 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	141 unique values 0 missing
X3A	numeric	62 unique values 0 missing
ATSC4v	numeric	2111 unique values 0 missing
Eig01_EA	numeric	491 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	1108 unique values 0 missing
X3Av	numeric	96 unique values 0 missing
ATSC5e	numeric	656 unique values 0 missing
Eig01_EA.bo.	numeric	623 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_EA.ri.	numeric	1294 unique values 0 missing
X3sol	numeric	1495 unique values 0 missing
ATSC5i	numeric	1230 unique values 0 missing
Eig01_EA.dm.	numeric	102 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM12_AEA.bo.	numeric	718 unique values 0 missing
X3v	numeric	1784 unique values 0 missing
ATSC5m	numeric	2215 unique values 0 missing
Eig01_EA.ed.	numeric	769 unique values 0 missing
ISIZ	numeric	75 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM12_AEA.dm.	numeric	1082 unique values 0 missing
X4	numeric	1413 unique values 0 missing
ATSC5p	numeric	2080 unique values 0 missing
Eig01_EA.ri.	numeric	569 unique values 0 missing
IVDE	numeric	366 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	1066 unique values 0 missing
X4A	numeric	53 unique values 0 missing
ATSC5s	numeric	2257 unique values 0 missing
Eig02_AEA.bo.	numeric	609 unique values 0 missing
IVDM	numeric	427 unique values 0 missing
nSK	numeric	46 unique values 0 missing
SM12_AEA.ri.	numeric	655 unique values 0 missing
X4Av	numeric	66 unique values 0 missing
ATSC5v	numeric	2150 unique values 0 missing
Eig02_AEA.dm.	numeric	794 unique values 0 missing
JGI1	numeric	150 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM12_EA	numeric	1122 unique values 0 missing
X4sol	numeric	1499 unique values 0 missing
ATSC6e	numeric	775 unique values 0 missing
Eig02_AEA.ed.	numeric	691 unique values 0 missing
JGI10	numeric	23 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1226 unique values 0 missing
X4v	numeric	1721 unique values 0 missing
ATSC6i	numeric	1280 unique values 0 missing
Eig02_AEA.ri.	numeric	683 unique values 0 missing
JGI2	numeric	98 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	280 unique values 0 missing
X5	numeric	1399 unique values 0 missing
ATSC6m	numeric	2227 unique values 0 missing
Eig02_EA	numeric	586 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1111 unique values 0 missing
X5A	numeric	42 unique values 0 missing
ATSC6p	numeric	2101 unique values 0 missing
Eig02_EA.bo.	numeric	655 unique values 0 missing
JGI4	numeric	58 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1324 unique values 0 missing
X5Av	numeric	48 unique values 0 missing
ATSC6s	numeric	2260 unique values 0 missing
Eig02_EA.dm.	numeric	106 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM13_AEA.bo.	numeric	795 unique values 0 missing
X5sol	numeric	1465 unique values 0 missing
ATSC6v	numeric	2145 unique values 0 missing
Eig02_EA.ed.	numeric	1007 unique values 0 missing
JGI6	numeric	35 unique values 0 missing
NssCH2	numeric	17 unique values 0 missing
SM13_AEA.dm.	numeric	1061 unique values 0 missing
X5v	numeric	1632 unique values 0 missing
ATSC7e	numeric	591 unique values 0 missing
Eig02_EA.ri.	numeric	652 unique values 0 missing
JGI7	numeric	31 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	1060 unique values 0 missing
Xindex	numeric	357 unique values 0 missing
ATSC7i	numeric	1370 unique values 0 missing
Eig03_AEA.bo.	numeric	706 unique values 0 missing
JGI8	numeric	32 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.ri.	numeric	817 unique values 0 missing
XMOD	numeric	1948 unique values 0 missing
ATSC7m	numeric	2225 unique values 0 missing
Eig03_AEA.dm.	numeric	835 unique values 0 missing
JGI9	numeric	25 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA	numeric	1135 unique values 0 missing
Xt	numeric	147 unique values 0 missing
ATSC7p	numeric	2105 unique values 0 missing
Eig03_AEA.ed.	numeric	776 unique values 0 missing
JGT	numeric	343 unique values 0 missing
NsssCH	numeric	10 unique values 0 missing
SM13_EA.bo.	numeric	1254 unique values 0 missing
Xu	numeric	1510 unique values 0 missing
ATSC7s	numeric	2250 unique values 0 missing
Eig03_AEA.ri.	numeric	755 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	132 unique values 0 missing
Yindex	numeric	681 unique values 0 missing
ATSC7v	numeric	2166 unique values 0 missing
Eig03_EA	numeric	639 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1092 unique values 0 missing
ZM1	numeric	98 unique values 0 missing
ATSC8e	numeric	677 unique values 0 missing
Eig03_EA.bo.	numeric	817 unique values 0 missing
LOC	numeric	488 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1388 unique values 0 missing
ZM1Kup	numeric	1749 unique values 0 missing
ATSC8i	numeric	1426 unique values 0 missing
Eig03_EA.dm.	numeric	84 unique values 0 missing
LPRS	numeric	1571 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	772 unique values 0 missing
ZM1Mad	numeric	1838 unique values 0 missing
ATSC8m	numeric	2215 unique values 0 missing
Eig03_EA.ed.	numeric	1082 unique values 0 missing
MATS1e	numeric	325 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	1110 unique values 0 missing
ZM1MulPer	numeric	2049 unique values 0 missing
ATSC8p	numeric	2117 unique values 0 missing
Eig03_EA.ri.	numeric	732 unique values 0 missing
MATS1i	numeric	379 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	1078 unique values 0 missing
ZM1Per	numeric	2003 unique values 0 missing
ATSC8s	numeric	2238 unique values 0 missing
Eig04_AEA.bo.	numeric	730 unique values 0 missing
MATS1m	numeric	172 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	815 unique values 0 missing
ZM1V	numeric	242 unique values 0 missing
ATSC8v	numeric	2169 unique values 0 missing
Eig04_AEA.dm.	numeric	919 unique values 0 missing
MATS1p	numeric	265 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_EA	numeric	1148 unique values 0 missing
ZM2	numeric	197 unique values 0 missing
BAC	numeric	66 unique values 0 missing
Eig04_AEA.ed.	numeric	795 unique values 0 missing
MATS1s	numeric	368 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	1243 unique values 0 missing
ZM2Kup	numeric	2068 unique values 0 missing
BBI	numeric	65 unique values 0 missing
Eig04_AEA.ri.	numeric	850 unique values 0 missing
MATS1v	numeric	164 unique values 0 missing
nX	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	260 unique values 0 missing
ZM2Mad	numeric	2001 unique values 0 missing
BIC0	numeric	156 unique values 0 missing
Eig04_EA	numeric	718 unique values 0 missing
MATS2e	numeric	464 unique values 0 missing
O.	numeric	113 unique values 0 missing
SM14_EA.ed.	numeric	1101 unique values 0 missing
ZM2MulPer	numeric	2063 unique values 0 missing
BIC1	numeric	258 unique values 0 missing
Eig04_EA.bo.	numeric	815 unique values 0 missing
MATS2i	numeric	451 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SM14_EA.ri.	numeric	1406 unique values 0 missing
ZM2Per	numeric	2020 unique values 0 missing
BIC2	numeric	281 unique values 0 missing
Eig04_EA.dm.	numeric	60 unique values 0 missing
MATS2m	numeric	313 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	741 unique values 0 missing
ZM2V	numeric	390 unique values 0 missing
BIC3	numeric	234 unique values 0 missing
Eig04_EA.ed.	numeric	1061 unique values 0 missing
MATS2p	numeric	402 unique values 0 missing
O.058	numeric	9 unique values 0 missing
SM15_AEA.dm.	numeric	1126 unique values 0 missing
BIC4	numeric	212 unique values 0 missing
Eig04_EA.ri.	numeric	860 unique values 0 missing
MATS2s	numeric	444 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	1097 unique values 0 missing
BIC5	numeric	212 unique values 0 missing
Eig05_AEA.bo.	numeric	830 unique values 0 missing
MATS2v	numeric	348 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	890 unique values 0 missing
BID	numeric	171 unique values 0 missing
Eig05_AEA.dm.	numeric	1034 unique values 0 missing
MATS3e	numeric	328 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA	numeric	1170 unique values 0 missing
BLI	numeric	363 unique values 0 missing
Eig05_AEA.ed.	numeric	872 unique values 0 missing
MATS3i	numeric	383 unique values 0 missing
ON0	numeric	178 unique values 0 missing
SM15_EA.bo.	numeric	1250 unique values 0 missing
BLTA96	numeric	466 unique values 0 missing
Eig05_AEA.ri.	numeric	934 unique values 0 missing
MATS3m	numeric	346 unique values 0 missing
ON0V	numeric	796 unique values 0 missing
SM15_EA.dm.	numeric	125 unique values 0 missing
BLTD48	numeric	442 unique values 0 missing
Eig05_EA	numeric	795 unique values 0 missing
MATS3p	numeric	337 unique values 0 missing
ON1	numeric	301 unique values 0 missing
SM15_EA.ed.	numeric	1094 unique values 0 missing
BLTF96	numeric	417 unique values 0 missing
Eig05_EA.bo.	numeric	890 unique values 0 missing
MATS3s	numeric	347 unique values 0 missing
ON1V	numeric	1306 unique values 0 missing
SM15_EA.ri.	numeric	1418 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig05_EA.dm.	numeric	36 unique values 0 missing
MATS3v	numeric	333 unique values 0 missing
PCD	numeric	1137 unique values 0 missing
SMTI	numeric	1503 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
Eig05_EA.ed.	numeric	1110 unique values 0 missing
MATS4e	numeric	378 unique values 0 missing
PCR	numeric	356 unique values 0 missing
SMTIV	numeric	1988 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	954 unique values 0 missing
MATS4i	numeric	348 unique values 0 missing
PDI	numeric	187 unique values 0 missing
SNar	numeric	230 unique values 0 missing
C.	numeric	147 unique values 0 missing
Eig06_AEA.bo.	numeric	817 unique values 0 missing
MATS4m	numeric	321 unique values 0 missing
PHI	numeric	1498 unique values 0 missing
Sp	numeric	1378 unique values 0 missing
C.001	numeric	5 unique values 0 missing
Eig06_AEA.dm.	numeric	1037 unique values 0 missing
MATS4p	numeric	342 unique values 0 missing
piID	numeric	1340 unique values 0 missing
SpAD_AEA.bo.	numeric	1690 unique values 0 missing
C.002	numeric	12 unique values 0 missing
Eig06_AEA.ed.	numeric	907 unique values 0 missing
MATS4s	numeric	347 unique values 0 missing
piPC01	numeric	100 unique values 0 missing
SpAD_AEA.dm.	numeric	2117 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig06_AEA.ri.	numeric	949 unique values 0 missing
MATS4v	numeric	338 unique values 0 missing
piPC02	numeric	235 unique values 0 missing
SpAD_AEA.ed.	numeric	1553 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig06_EA	numeric	772 unique values 0 missing
MATS5e	numeric	416 unique values 0 missing
piPC03	numeric	523 unique values 0 missing
SpAD_AEA.ri.	numeric	2124 unique values 0 missing
C.005	numeric	8 unique values 0 missing
Eig06_EA.bo.	numeric	873 unique values 0 missing
MATS5i	numeric	433 unique values 0 missing
piPC04	numeric	795 unique values 0 missing
SpAD_EA	numeric	1546 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig06_EA.dm.	numeric	19 unique values 0 missing
MATS5m	numeric	469 unique values 0 missing
piPC05	numeric	936 unique values 0 missing
SpAD_EA.bo.	numeric	1699 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1126 unique values 0 missing
MATS5p	numeric	470 unique values 0 missing
piPC06	numeric	1082 unique values 0 missing
SpAD_EA.dm.	numeric	451 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig06_EA.ri.	numeric	931 unique values 0 missing
MATS5s	numeric	383 unique values 0 missing
piPC07	numeric	1164 unique values 0 missing
SpAD_EA.ed.	numeric	1561 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	743 unique values 0 missing
MATS5v	numeric	500 unique values 0 missing
piPC08	numeric	1227 unique values 0 missing
SpAD_EA.ri.	numeric	2117 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	980 unique values 0 missing
MATS6e	numeric	583 unique values 0 missing
piPC09	numeric	1220 unique values 0 missing
SpDiam_AEA.bo.	numeric	554 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	877 unique values 0 missing
MATS6i	numeric	437 unique values 0 missing
piPC10	numeric	1254 unique values 0 missing
SpDiam_AEA.dm.	numeric	669 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	884 unique values 0 missing
MATS6m	numeric	473 unique values 0 missing
PJI2	numeric	19 unique values 0 missing
SpDiam_AEA.ed.	numeric	743 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA	numeric	741 unique values 0 missing
MATS6p	numeric	428 unique values 0 missing
Pol	numeric	73 unique values 0 missing
SpDiam_AEA.ri.	numeric	624 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	808 unique values 0 missing
MATS6s	numeric	484 unique values 0 missing
Psi_e_0	numeric	1594 unique values 0 missing
SpDiam_EA	numeric	491 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig07_EA.dm.	numeric	12 unique values 0 missing
MATS6v	numeric	403 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.bo.	numeric	628 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1026 unique values 0 missing
MATS7e	numeric	468 unique values 0 missing
Psi_e_1	numeric	1636 unique values 0 missing
SpDiam_EA.dm.	numeric	129 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	886 unique values 0 missing
MATS7i	numeric	415 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SpDiam_EA.ed.	numeric	897 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	761 unique values 0 missing
MATS7m	numeric	501 unique values 0 missing
Psi_e_A	numeric	758 unique values 0 missing
SpDiam_EA.ri.	numeric	570 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	950 unique values 0 missing
MATS7p	numeric	433 unique values 0 missing
Psi_i_0	numeric	1782 unique values 0 missing
SPI	numeric	1392 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	840 unique values 0 missing
MATS7s	numeric	464 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SpMAD_AEA.bo.	numeric	189 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	924 unique values 0 missing
MATS7v	numeric	453 unique values 0 missing
Psi_i_1	numeric	1958 unique values 0 missing
SpMAD_AEA.dm.	numeric	244 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig08_EA	numeric	707 unique values 0 missing
MATS8e	numeric	596 unique values 0 missing
Psi_i_1d	numeric	7 unique values 0 missing
SpMAD_AEA.ed.	numeric	230 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig08_EA.bo.	numeric	837 unique values 0 missing
MATS8i	numeric	471 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	181 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_EA.dm.	numeric	12 unique values 0 missing
MATS8m	numeric	624 unique values 0 missing
Psi_i_A	numeric	758 unique values 0 missing
SpMAD_EA	numeric	173 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	964 unique values 0 missing
MATS8p	numeric	511 unique values 0 missing
Psi_i_s	numeric	947 unique values 0 missing
SpMAD_EA.bo.	numeric	382 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	895 unique values 0 missing
MATS8s	numeric	564 unique values 0 missing
Psi_i_t	numeric	33 unique values 0 missing
SpMAD_EA.dm.	numeric	448 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	854 unique values 0 missing
MATS8v	numeric	566 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	843 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	969 unique values 0 missing
MAXDN	numeric	1169 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	216 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	841 unique values 0 missing
MAXDP	numeric	1559 unique values 0 missing
P_VSA_e_1	numeric	47 unique values 0 missing
SpMax1_Bh.e.	numeric	227 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	969 unique values 0 missing
MCD	numeric	191 unique values 0 missing
P_VSA_e_2	numeric	1784 unique values 0 missing
SpMax1_Bh.i.	numeric	225 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_EA	numeric	748 unique values 0 missing
MDDD	numeric	1475 unique values 0 missing
P_VSA_e_3	numeric	93 unique values 0 missing
SpMax1_Bh.m.	numeric	382 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	878 unique values 0 missing
Me	numeric	73 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.p.	numeric	275 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	7 unique values 0 missing
Mi	numeric	60 unique values 0 missing
P_VSA_e_5	numeric	95 unique values 0 missing
SpMax1_Bh.s.	numeric	336 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	990 unique values 0 missing
MLOGP	numeric	1098 unique values 0 missing
P_VSA_e_6	numeric	6 unique values 0 missing
SpMax1_Bh.v.	numeric	255 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	975 unique values 0 missing
MLOGP2	numeric	1255 unique values 0 missing
P_VSA_i_1	numeric	19 unique values 0 missing
SpMax2_Bh.e.	numeric	333 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	892 unique values 0 missing
Mp	numeric	167 unique values 0 missing
P_VSA_i_2	numeric	1763 unique values 0 missing
SpMax2_Bh.i.	numeric	305 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	1043 unique values 0 missing
MPC01	numeric	50 unique values 0 missing
P_VSA_i_3	numeric	671 unique values 0 missing
SpMax2_Bh.m.	numeric	448 unique values 0 missing
C.040	numeric	8 unique values 0 missing
Eig10_AEA.ed.	numeric	781 unique values 0 missing
MPC02	numeric	65 unique values 0 missing
P_VSA_i_4	numeric	125 unique values 0 missing
SpMax2_Bh.p.	numeric	357 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	1091 unique values 0 missing
MPC03	numeric	87 unique values 0 missing
P_VSA_LogP_1	numeric	51 unique values 0 missing
SpMax2_Bh.s.	numeric	517 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA	numeric	824 unique values 0 missing
MPC04	numeric	107 unique values 0 missing
P_VSA_LogP_2	numeric	286 unique values 0 missing
SpMax2_Bh.v.	numeric	365 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	939 unique values 0 missing
MPC05	numeric	143 unique values 0 missing
P_VSA_LogP_3	numeric	191 unique values 0 missing
SpMax3_Bh.e.	numeric	550 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig10_EA.dm.	numeric	6 unique values 0 missing
MPC06	numeric	170 unique values 0 missing
P_VSA_LogP_4	numeric	136 unique values 0 missing
SpMax3_Bh.i.	numeric	532 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	1001 unique values 0 missing
MPC07	numeric	211 unique values 0 missing
P_VSA_LogP_5	numeric	657 unique values 0 missing
SpMax3_Bh.m.	numeric	629 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.ri.	numeric	1068 unique values 0 missing
MPC08	numeric	246 unique values 0 missing
P_VSA_LogP_6	numeric	70 unique values 0 missing
SpMax3_Bh.p.	numeric	623 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	886 unique values 0 missing
MPC09	numeric	285 unique values 0 missing
P_VSA_LogP_7	numeric	140 unique values 0 missing
SpMax3_Bh.s.	numeric	700 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	1081 unique values 0 missing
MPC10	numeric	306 unique values 0 missing
P_VSA_LogP_8	numeric	24 unique values 0 missing
SpMax3_Bh.v.	numeric	634 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	820 unique values 0 missing
MSD	numeric	1333 unique values 0 missing
P_VSA_m_1	numeric	47 unique values 0 missing
SpMax4_Bh.e.	numeric	648 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	1136 unique values 0 missing
Mv	numeric	164 unique values 0 missing
P_VSA_m_2	numeric	1828 unique values 0 missing
SpMax4_Bh.i.	numeric	596 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_EA	numeric	857 unique values 0 missing
MW	numeric	1491 unique values 0 missing
P_VSA_m_3	numeric	144 unique values 0 missing
SpMax4_Bh.m.	numeric	730 unique values 0 missing
CATS2D_01_LL	numeric	30 unique values 0 missing
Eig11_EA.bo.	numeric	963 unique values 0 missing
MWC01	numeric	50 unique values 0 missing
P_VSA_m_4	numeric	31 unique values 0 missing
SpMax4_Bh.p.	numeric	720 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	7 unique values 0 missing
MWC02	numeric	98 unique values 0 missing
P_VSA_m_5	numeric	7 unique values 0 missing
SpMax4_Bh.s.	numeric	790 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	996 unique values 0 missing
MWC03	numeric	197 unique values 0 missing
P_VSA_MR_1	numeric	112 unique values 0 missing
SpMax4_Bh.v.	numeric	711 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.ri.	numeric	1106 unique values 0 missing
MWC04	numeric	393 unique values 0 missing
P_VSA_MR_2	numeric	225 unique values 0 missing
SpMax5_Bh.e.	numeric	687 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig12_AEA.bo.	numeric	901 unique values 0 missing
MWC05	numeric	698 unique values 0 missing
P_VSA_MR_3	numeric	19 unique values 0 missing
SpMax5_Bh.i.	numeric	651 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	1100 unique values 0 missing
MWC06	numeric	769 unique values 0 missing
P_VSA_MR_4	numeric	5 unique values 0 missing
SpMax5_Bh.m.	numeric	774 unique values 0 missing
CATS2D_02_AP	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	770 unique values 0 missing
MWC07	numeric	808 unique values 0 missing
P_VSA_MR_5	numeric	677 unique values 0 missing
SpMax5_Bh.p.	numeric	700 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig12_AEA.ri.	numeric	1068 unique values 0 missing
MWC08	numeric	809 unique values 0 missing
P_VSA_MR_6	numeric	1041 unique values 0 missing
SpMax5_Bh.s.	numeric	868 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2897

Number of instances (rows) of the dataset.

NumberOfFeatures

1390

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

1389

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

53.82

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

3.16

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

54785

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.84

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.27

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.08

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

89.77

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanMeansOfNumericAtts

76.71

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.14

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.14

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

AutoCorrelation

-0.12

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

3.02

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

Dimensionality

0.48

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.55

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.49

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.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

103.95

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.82

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.36

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

MaxKurtosisOfNumericAtts

2897

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.05

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

21185.94

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

20.93

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.77

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-17.37

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.

Show all 62 properties