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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4630

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4630 (TID: 12967), and it has 2756 rows and 1409 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).

1411 features

pXC50 (target)	numeric	573 unique values 0 missing
molecule_id (row identifier)	nominal	2756 unique values 0 missing
CATS2D_08_AA	numeric	8 unique values 0 missing
GATS2s	numeric	625 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SdsssP	numeric	4 unique values 0 missing
SpMin4_Bh.p.	numeric	656 unique values 0 missing
AAC	numeric	613 unique values 0 missing
CATS2D_08_AL	numeric	18 unique values 0 missing
GATS2v	numeric	443 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
Se	numeric	1944 unique values 0 missing
SpMin4_Bh.s.	numeric	795 unique values 0 missing
AECC	numeric	1317 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS3e	numeric	648 unique values 0 missing
nCs	numeric	15 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	657 unique values 0 missing
ALOGP	numeric	2002 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS3i	numeric	530 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
Si	numeric	2001 unique values 0 missing
SpMin5_Bh.e.	numeric	691 unique values 0 missing
ALOGP2	numeric	2374 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS3m	numeric	494 unique values 0 missing
nCsp2	numeric	28 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	710 unique values 0 missing
AMR	numeric	2467 unique values 0 missing
CATS2D_08_DD	numeric	7 unique values 0 missing
GATS3p	numeric	522 unique values 0 missing
nCsp3	numeric	18 unique values 0 missing
SIC0	numeric	226 unique values 0 missing
SpMin5_Bh.m.	numeric	728 unique values 0 missing
AMW	numeric	1427 unique values 0 missing
CATS2D_08_DL	numeric	13 unique values 0 missing
GATS3s	numeric	642 unique values 0 missing
nCt	numeric	5 unique values 0 missing
SIC1	numeric	333 unique values 0 missing
SpMin5_Bh.p.	numeric	684 unique values 0 missing
ARR	numeric	264 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3v	numeric	447 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SIC2	numeric	282 unique values 0 missing
SpMin5_Bh.s.	numeric	783 unique values 0 missing
ATS1e	numeric	923 unique values 0 missing
CATS2D_08_DP	numeric	7 unique values 0 missing
GATS4e	numeric	766 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SIC3	numeric	223 unique values 0 missing
SpMin5_Bh.v.	numeric	686 unique values 0 missing
ATS1i	numeric	941 unique values 0 missing
CATS2D_08_LL	numeric	27 unique values 0 missing
GATS4i	numeric	517 unique values 0 missing
nDB	numeric	9 unique values 0 missing
SIC4	numeric	195 unique values 0 missing
SpMin6_Bh.e.	numeric	727 unique values 0 missing
ATS1m	numeric	861 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	623 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SIC5	numeric	192 unique values 0 missing
SpMin6_Bh.i.	numeric	720 unique values 0 missing
ATS1p	numeric	891 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4p	numeric	596 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM02_AEA.bo.	numeric	532 unique values 0 missing
SpMin6_Bh.m.	numeric	747 unique values 0 missing
ATS1s	numeric	851 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4s	numeric	825 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	983 unique values 0 missing
SpMin6_Bh.p.	numeric	739 unique values 0 missing
ATS1v	numeric	867 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4v	numeric	511 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	230 unique values 0 missing
SpMin6_Bh.s.	numeric	775 unique values 0 missing
ATS2e	numeric	981 unique values 0 missing
CATS2D_09_AL	numeric	17 unique values 0 missing
GATS5e	numeric	886 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM02_AEA.ri.	numeric	1559 unique values 0 missing
SpMin6_Bh.v.	numeric	717 unique values 0 missing
ATS2i	numeric	1032 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	534 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_EA	numeric	66 unique values 0 missing
SpMin7_Bh.e.	numeric	755 unique values 0 missing
ATS2m	numeric	882 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5m	numeric	694 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
SM02_EA.bo.	numeric	335 unique values 0 missing
SpMin7_Bh.i.	numeric	753 unique values 0 missing
ATS2p	numeric	955 unique values 0 missing
CATS2D_09_DA	numeric	9 unique values 0 missing
GATS5p	numeric	569 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM02_EA.dm.	numeric	656 unique values 0 missing
SpMin7_Bh.m.	numeric	768 unique values 0 missing
ATS2s	numeric	1007 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5s	numeric	990 unique values 0 missing
NdssC	numeric	10 unique values 0 missing
SM02_EA.ed.	numeric	483 unique values 0 missing
SpMin7_Bh.p.	numeric	800 unique values 0 missing
ATS2v	numeric	923 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	464 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	921 unique values 0 missing
SpMin7_Bh.s.	numeric	691 unique values 0 missing
ATS3e	numeric	1055 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS6e	numeric	916 unique values 0 missing
NdsssP	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	802 unique values 0 missing
SpMin7_Bh.v.	numeric	770 unique values 0 missing
ATS3i	numeric	1090 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6i	numeric	592 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	997 unique values 0 missing
SpMin8_Bh.e.	numeric	801 unique values 0 missing
ATS3m	numeric	975 unique values 0 missing
CATS2D_09_LL	numeric	28 unique values 0 missing
GATS6m	numeric	752 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	761 unique values 0 missing
SpMin8_Bh.i.	numeric	769 unique values 0 missing
ATS3p	numeric	1011 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	620 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_AEA.ri.	numeric	1514 unique values 0 missing
SpMin8_Bh.m.	numeric	815 unique values 0 missing
ATS3s	numeric	985 unique values 0 missing
CATS2D_09_PL	numeric	8 unique values 0 missing
GATS6s	numeric	1011 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_EA	numeric	21 unique values 0 missing
SpMin8_Bh.p.	numeric	823 unique values 0 missing
ATS3v	numeric	998 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	505 unique values 0 missing
nH	numeric	43 unique values 0 missing
SM03_EA.bo.	numeric	143 unique values 0 missing
SpMin8_Bh.s.	numeric	599 unique values 0 missing
ATS4e	numeric	1131 unique values 0 missing
CENT	numeric	1328 unique values 0 missing
GATS7e	numeric	1098 unique values 0 missing
nHAcc	numeric	19 unique values 0 missing
SM03_EA.dm.	numeric	94 unique values 0 missing
SpMin8_Bh.v.	numeric	808 unique values 0 missing
ATS4i	numeric	1154 unique values 0 missing
Chi0_AEA.bo.	numeric	1211 unique values 0 missing
GATS7i	numeric	588 unique values 0 missing
nHDon	numeric	12 unique values 0 missing
SM03_EA.ed.	numeric	483 unique values 0 missing
SRW02	numeric	47 unique values 0 missing
ATS4m	numeric	1056 unique values 0 missing
Chi0_AEA.dm.	numeric	1211 unique values 0 missing
GATS7m	numeric	794 unique values 0 missing
nHet	numeric	18 unique values 0 missing
SM03_EA.ri.	numeric	894 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS4p	numeric	1092 unique values 0 missing
Chi0_AEA.ed.	numeric	1211 unique values 0 missing
GATS7p	numeric	643 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_AEA.bo.	numeric	846 unique values 0 missing
SRW04	numeric	152 unique values 0 missing
ATS4s	numeric	1099 unique values 0 missing
Chi0_AEA.ri.	numeric	1211 unique values 0 missing
GATS7s	numeric	1217 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	989 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS4v	numeric	1085 unique values 0 missing
Chi0_EA	numeric	1211 unique values 0 missing
GATS7v	numeric	545 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	938 unique values 0 missing
SRW06	numeric	558 unique values 0 missing
ATS5e	numeric	1174 unique values 0 missing
Chi0_EA.bo.	numeric	1862 unique values 0 missing
GATS8e	numeric	1053 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1488 unique values 0 missing
SRW07	numeric	34 unique values 0 missing
ATS5i	numeric	1225 unique values 0 missing
Chi0_EA.dm.	numeric	1976 unique values 0 missing
GATS8i	numeric	634 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_EA	numeric	284 unique values 0 missing
SRW08	numeric	865 unique values 0 missing
ATS5m	numeric	1175 unique values 0 missing
Chi0_EA.ed.	numeric	1825 unique values 0 missing
GATS8m	numeric	895 unique values 0 missing
nN	numeric	15 unique values 0 missing
SM04_EA.bo.	numeric	912 unique values 0 missing
SRW09	numeric	156 unique values 0 missing
ATS5p	numeric	1184 unique values 0 missing
Chi0_EA.ri.	numeric	2330 unique values 0 missing
GATS8p	numeric	683 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	798 unique values 0 missing
SRW10	numeric	934 unique values 0 missing
ATS5s	numeric	1174 unique values 0 missing
Chi1_AEA.bo.	numeric	1592 unique values 0 missing
GATS8s	numeric	1162 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1127 unique values 0 missing
SsBr	numeric	90 unique values 0 missing
ATS5v	numeric	1172 unique values 0 missing
Chi1_AEA.dm.	numeric	1592 unique values 0 missing
GATS8v	numeric	569 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_EA.ri.	numeric	1022 unique values 0 missing
SsCH3	numeric	1165 unique values 0 missing
ATS6e	numeric	1263 unique values 0 missing
Chi1_AEA.ed.	numeric	1592 unique values 0 missing
GGI1	numeric	24 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	849 unique values 0 missing
SsCl	numeric	419 unique values 0 missing
ATS6i	numeric	1286 unique values 0 missing
Chi1_AEA.ri.	numeric	1592 unique values 0 missing
GGI10	numeric	328 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	1057 unique values 0 missing
SsF	numeric	350 unique values 0 missing
ATS6m	numeric	1266 unique values 0 missing
Chi1_EA	numeric	1592 unique values 0 missing
GGI2	numeric	48 unique values 0 missing
NNRS	numeric	20 unique values 0 missing
SM05_AEA.ed.	numeric	981 unique values 0 missing
SsI	numeric	18 unique values 0 missing
ATS6p	numeric	1255 unique values 0 missing
Chi1_EA.bo.	numeric	1958 unique values 0 missing
GGI3	numeric	380 unique values 0 missing
nO	numeric	11 unique values 0 missing
SM05_AEA.ri.	numeric	1434 unique values 0 missing
SsNH2	numeric	684 unique values 0 missing
ATS6s	numeric	1252 unique values 0 missing
Chi1_EA.dm.	numeric	2044 unique values 0 missing
GGI4	numeric	1094 unique values 0 missing
nO.C.O.2	numeric	2 unique values 0 missing
SM05_EA	numeric	130 unique values 0 missing
SsOH	numeric	698 unique values 0 missing
ATS6v	numeric	1237 unique values 0 missing
Chi1_EA.ed.	numeric	1644 unique values 0 missing
GGI5	numeric	705 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	1008 unique values 0 missing
SssCH2	numeric	1680 unique values 0 missing
ATS7e	numeric	1334 unique values 0 missing
Chi1_EA.ri.	numeric	2363 unique values 0 missing
GGI6	numeric	872 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_EA.dm.	numeric	200 unique values 0 missing
SsSH	numeric	3 unique values 0 missing
ATS7i	numeric	1325 unique values 0 missing
CIC0	numeric	1162 unique values 0 missing
GGI7	numeric	696 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1193 unique values 0 missing
SssNH	numeric	1560 unique values 0 missing
ATS7m	numeric	1335 unique values 0 missing
CIC1	numeric	1254 unique values 0 missing
GGI8	numeric	549 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1137 unique values 0 missing
SssO	numeric	885 unique values 0 missing
ATS7p	numeric	1342 unique values 0 missing
CIC2	numeric	1057 unique values 0 missing
GGI9	numeric	435 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	900 unique values 0 missing
SssS	numeric	64 unique values 0 missing
ATS7s	numeric	1337 unique values 0 missing
CIC3	numeric	785 unique values 0 missing
GMTI	numeric	1994 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1129 unique values 0 missing
SsssCH	numeric	590 unique values 0 missing
ATS7v	numeric	1325 unique values 0 missing
CIC4	numeric	679 unique values 0 missing
GMTIV	numeric	2565 unique values 0 missing
nP	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1024 unique values 0 missing
SsssN	numeric	667 unique values 0 missing
ATS8e	numeric	1396 unique values 0 missing
CIC5	numeric	667 unique values 0 missing
GNar	numeric	292 unique values 0 missing
nPO4	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1416 unique values 0 missing
SssssC	numeric	220 unique values 0 missing
ATS8i	numeric	1427 unique values 0 missing
CID	numeric	695 unique values 0 missing
H.	numeric	219 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM06_EA	numeric	980 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATS8m	numeric	1424 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	21 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	1059 unique values 0 missing
StCH	numeric	6 unique values 0 missing
ATS8p	numeric	1432 unique values 0 missing
Cl.090	numeric	4 unique values 0 missing
H.047	numeric	32 unique values 0 missing
nPyrazoles	numeric	4 unique values 0 missing
SM06_EA.dm.	numeric	741 unique values 0 missing
StN	numeric	292 unique values 0 missing
ATS8s	numeric	1390 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1257 unique values 0 missing
StsC	numeric	263 unique values 0 missing
ATS8v	numeric	1407 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	8 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	1161 unique values 0 missing
Sv	numeric	2007 unique values 0 missing
ATSC1e	numeric	305 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	12 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	957 unique values 0 missing
TIC0	numeric	1864 unique values 0 missing
ATSC1i	numeric	758 unique values 0 missing
CSI	numeric	963 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	1143 unique values 0 missing
TIC1	numeric	2314 unique values 0 missing
ATSC1m	numeric	2142 unique values 0 missing
DBI	numeric	54 unique values 0 missing
H.052	numeric	16 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1087 unique values 0 missing
TIC2	numeric	2165 unique values 0 missing
ATSC1p	numeric	1841 unique values 0 missing
D.Dtr03	numeric	28 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	1423 unique values 0 missing
TIC3	numeric	1557 unique values 0 missing
ATSC1s	numeric	2344 unique values 0 missing
D.Dtr04	numeric	36 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA	numeric	692 unique values 0 missing
TIC4	numeric	1359 unique values 0 missing
ATSC1v	numeric	1964 unique values 0 missing
D.Dtr05	numeric	1597 unique values 0 missing
HDcpx	numeric	308 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_EA.bo.	numeric	1173 unique values 0 missing
TIC5	numeric	1342 unique values 0 missing
ATSC2e	numeric	688 unique values 0 missing
D.Dtr06	numeric	2075 unique values 0 missing
HNar	numeric	265 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM07_EA.dm.	numeric	204 unique values 0 missing
TIE	numeric	2644 unique values 0 missing
ATSC2i	numeric	1111 unique values 0 missing
D.Dtr07	numeric	153 unique values 0 missing
HVcpx	numeric	1070 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1331 unique values 0 missing
TPC	numeric	1340 unique values 0 missing
ATSC2m	numeric	2333 unique values 0 missing
D.Dtr08	numeric	249 unique values 0 missing
Hy	numeric	705 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_EA.ri.	numeric	1263 unique values 0 missing
TPSA.NO.	numeric	1223 unique values 0 missing
ATSC2p	numeric	2123 unique values 0 missing
D.Dtr09	numeric	1211 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR09	numeric	8 unique values 0 missing
SM08_AEA.bo.	numeric	982 unique values 0 missing
TPSA.Tot.	numeric	1320 unique values 0 missing
ATSC2s	numeric	2579 unique values 0 missing
D.Dtr10	numeric	438 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_AEA.dm.	numeric	1185 unique values 0 missing
TRS	numeric	38 unique values 0 missing
ATSC2v	numeric	2219 unique values 0 missing
D.Dtr11	numeric	120 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_AEA.ed.	numeric	1115 unique values 0 missing
TWC	numeric	1065 unique values 0 missing
ATSC3e	numeric	798 unique values 0 missing
D.Dtr12	numeric	328 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR12	numeric	8 unique values 0 missing
SM08_AEA.ri.	numeric	1434 unique values 0 missing
Uc	numeric	32 unique values 0 missing
ATSC3i	numeric	1252 unique values 0 missing
DECC	numeric	1129 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA	numeric	1112 unique values 0 missing
Ui	numeric	34 unique values 0 missing
ATSC3m	numeric	2491 unique values 0 missing
DELS	numeric	2613 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	1149 unique values 0 missing
Uindex	numeric	2035 unique values 0 missing
ATSC3p	numeric	2270 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1864 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	636 unique values 0 missing
UNIP	numeric	245 unique values 0 missing
ATSC3s	numeric	2618 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	613 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1399 unique values 0 missing
VAR	numeric	270 unique values 0 missing
ATSC3v	numeric	2385 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	993 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1334 unique values 0 missing
Vindex	numeric	277 unique values 0 missing
ATSC4e	numeric	887 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC2	numeric	1075 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	592 unique values 0 missing
VvdwMG	numeric	1741 unique values 0 missing
ATSC4i	numeric	1321 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	955 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1175 unique values 0 missing
VvdwZAZ	numeric	2117 unique values 0 missing
ATSC4m	numeric	2572 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	870 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	1175 unique values 0 missing
Vx	numeric	1741 unique values 0 missing
ATSC4p	numeric	2385 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	864 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1467 unique values 0 missing
Wap	numeric	1910 unique values 0 missing
ATSC4s	numeric	2649 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	807 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM09_EA	numeric	1144 unique values 0 missing
X.	numeric	88 unique values 0 missing
ATSC4v	numeric	2491 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	500 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1270 unique values 0 missing
X0	numeric	629 unique values 0 missing
ATSC5e	numeric	923 unique values 0 missing
DLS_cons	numeric	53 unique values 0 missing
IDDM	numeric	490 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM09_EA.dm.	numeric	184 unique values 0 missing
X0A	numeric	92 unique values 0 missing
ATSC5i	numeric	1347 unique values 0 missing
Dz	numeric	377 unique values 0 missing
IDE	numeric	1129 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	1393 unique values 0 missing
X0Av	numeric	167 unique values 0 missing
ATSC5m	numeric	2598 unique values 0 missing
ECC	numeric	582 unique values 0 missing
IDET	numeric	2087 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM09_EA.ri.	numeric	1386 unique values 0 missing
X0sol	numeric	990 unique values 0 missing
ATSC5p	numeric	2432 unique values 0 missing
Eig01_AEA.bo.	numeric	576 unique values 0 missing
IDM	numeric	1352 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	677 unique values 0 missing
X0v	numeric	2151 unique values 0 missing
ATSC5s	numeric	2638 unique values 0 missing
Eig01_AEA.dm.	numeric	751 unique values 0 missing
IDMT	numeric	2093 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	1172 unique values 0 missing
X1	numeric	1250 unique values 0 missing
ATSC5v	numeric	2475 unique values 0 missing
Eig01_AEA.ed.	numeric	773 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	1193 unique values 0 missing
X1A	numeric	68 unique values 0 missing
ATSC6e	numeric	928 unique values 0 missing
Eig01_AEA.ri.	numeric	634 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1493 unique values 0 missing
X1Av	numeric	129 unique values 0 missing
ATSC6i	numeric	1379 unique values 0 missing
Eig01_EA	numeric	592 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM10_EA	numeric	1209 unique values 0 missing
X1Kup	numeric	2161 unique values 0 missing
ATSC6m	numeric	2594 unique values 0 missing
Eig01_EA.bo.	numeric	730 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	1288 unique values 0 missing
X1Mad	numeric	2239 unique values 0 missing
ATSC6p	numeric	2410 unique values 0 missing
Eig01_EA.dm.	numeric	136 unique values 0 missing
ISIZ	numeric	75 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM10_EA.dm.	numeric	514 unique values 0 missing
X1MulPer	numeric	2148 unique values 0 missing
ATSC6s	numeric	2664 unique values 0 missing
Eig01_EA.ed.	numeric	1172 unique values 0 missing
IVDE	numeric	401 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	1450 unique values 0 missing
X1Per	numeric	2111 unique values 0 missing
ATSC6v	numeric	2502 unique values 0 missing
Eig01_EA.ri.	numeric	674 unique values 0 missing
IVDM	numeric	465 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA.ri.	numeric	1472 unique values 0 missing
X1sol	numeric	1572 unique values 0 missing
ATSC7e	numeric	934 unique values 0 missing
Eig02_AEA.bo.	numeric	664 unique values 0 missing
JGI1	numeric	164 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	761 unique values 0 missing
X1v	numeric	2133 unique values 0 missing
ATSC7i	numeric	1401 unique values 0 missing
Eig02_AEA.dm.	numeric	841 unique values 0 missing
JGI10	numeric	21 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_AEA.dm.	numeric	1370 unique values 0 missing
X2	numeric	1788 unique values 0 missing
ATSC7m	numeric	2584 unique values 0 missing
Eig02_AEA.ed.	numeric	865 unique values 0 missing
JGI2	numeric	78 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	1239 unique values 0 missing
X2A	numeric	78 unique values 0 missing
ATSC7p	numeric	2415 unique values 0 missing
Eig02_AEA.ri.	numeric	702 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_AEA.ri.	numeric	730 unique values 0 missing
X2Av	numeric	108 unique values 0 missing
ATSC7s	numeric	2652 unique values 0 missing
Eig02_EA	numeric	677 unique values 0 missing
JGI4	numeric	52 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA	numeric	1254 unique values 0 missing
X2sol	numeric	1846 unique values 0 missing
ATSC7v	numeric	2484 unique values 0 missing
Eig02_EA.bo.	numeric	806 unique values 0 missing
JGI5	numeric	42 unique values 0 missing
nSK	numeric	43 unique values 0 missing
SM11_EA.bo.	numeric	1347 unique values 0 missing
X2v	numeric	2150 unique values 0 missing
ATSC8e	numeric	946 unique values 0 missing
Eig02_EA.dm.	numeric	129 unique values 0 missing
JGI6	numeric	33 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM11_EA.dm.	numeric	172 unique values 0 missing
X3	numeric	1849 unique values 0 missing
ATSC8i	numeric	1433 unique values 0 missing
Eig02_EA.ed.	numeric	1370 unique values 0 missing
JGI7	numeric	28 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1473 unique values 0 missing
X3A	numeric	67 unique values 0 missing
ATSC8m	numeric	2572 unique values 0 missing
Eig02_EA.ri.	numeric	704 unique values 0 missing
JGI8	numeric	26 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1507 unique values 0 missing
X3Av	numeric	71 unique values 0 missing
ATSC8p	numeric	2395 unique values 0 missing
Eig03_AEA.bo.	numeric	765 unique values 0 missing
JGI9	numeric	23 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	833 unique values 0 missing
X3sol	numeric	1883 unique values 0 missing
ATSC8s	numeric	2642 unique values 0 missing
Eig03_AEA.dm.	numeric	923 unique values 0 missing
JGT	numeric	301 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1464 unique values 0 missing
X3v	numeric	2082 unique values 0 missing
ATSC8v	numeric	2466 unique values 0 missing
Eig03_AEA.ed.	numeric	974 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1263 unique values 0 missing
X4	numeric	1817 unique values 0 missing
BAC	numeric	92 unique values 0 missing
Eig03_AEA.ri.	numeric	812 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM12_AEA.ri.	numeric	806 unique values 0 missing
X4A	numeric	58 unique values 0 missing
BBI	numeric	66 unique values 0 missing
Eig03_EA	numeric	761 unique values 0 missing
LOC	numeric	674 unique values 0 missing
NssCH2	numeric	16 unique values 0 missing
SM12_EA	numeric	1292 unique values 0 missing
X4Av	numeric	49 unique values 0 missing
BIC0	numeric	200 unique values 0 missing
Eig03_EA.bo.	numeric	913 unique values 0 missing
LPRS	numeric	2092 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1366 unique values 0 missing
X4sol	numeric	1889 unique values 0 missing
BIC1	numeric	307 unique values 0 missing
Eig03_EA.dm.	numeric	106 unique values 0 missing
MATS1e	numeric	404 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	461 unique values 0 missing
X4v	numeric	1936 unique values 0 missing
BIC2	numeric	258 unique values 0 missing
Eig03_EA.ed.	numeric	1464 unique values 0 missing
MATS1i	numeric	609 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM12_EA.ed.	numeric	1493 unique values 0 missing
X5	numeric	1824 unique values 0 missing
BIC3	numeric	190 unique values 0 missing
Eig03_EA.ri.	numeric	849 unique values 0 missing
MATS1m	numeric	213 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1563 unique values 0 missing
X5A	numeric	45 unique values 0 missing
BIC4	numeric	173 unique values 0 missing
Eig04_AEA.bo.	numeric	841 unique values 0 missing
MATS1p	numeric	406 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM13_AEA.bo.	numeric	925 unique values 0 missing
X5Av	numeric	34 unique values 0 missing
BIC5	numeric	165 unique values 0 missing
Eig04_AEA.dm.	numeric	989 unique values 0 missing
MATS1s	numeric	377 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	1519 unique values 0 missing
X5sol	numeric	1855 unique values 0 missing
BID	numeric	191 unique values 0 missing
Eig04_AEA.ed.	numeric	1036 unique values 0 missing
MATS1v	numeric	240 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	1335 unique values 0 missing
X5v	numeric	1753 unique values 0 missing
BLI	numeric	333 unique values 0 missing
Eig04_AEA.ri.	numeric	922 unique values 0 missing
MATS2e	numeric	599 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	913 unique values 0 missing
Xindex	numeric	357 unique values 0 missing
BLTA96	numeric	461 unique values 0 missing
Eig04_EA	numeric	833 unique values 0 missing
MATS2i	numeric	513 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA	numeric	1317 unique values 0 missing
XMOD	numeric	2406 unique values 0 missing
BLTD48	numeric	449 unique values 0 missing
Eig04_EA.bo.	numeric	979 unique values 0 missing
MATS2m	numeric	363 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1408 unique values 0 missing
Xt	numeric	143 unique values 0 missing
BLTF96	numeric	411 unique values 0 missing
Eig04_EA.dm.	numeric	93 unique values 0 missing
MATS2p	numeric	468 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	163 unique values 0 missing
Xu	numeric	1974 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA.ed.	numeric	1519 unique values 0 missing
MATS2s	numeric	512 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1480 unique values 0 missing
Yindex	numeric	667 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_EA.ri.	numeric	942 unique values 0 missing
MATS2v	numeric	431 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1606 unique values 0 missing
ZM1	numeric	102 unique values 0 missing
C.	numeric	179 unique values 0 missing
Eig05_AEA.bo.	numeric	879 unique values 0 missing
MATS3e	numeric	435 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	979 unique values 0 missing
ZM1Kup	numeric	2306 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_AEA.dm.	numeric	1120 unique values 0 missing
MATS3i	numeric	492 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.dm.	numeric	1541 unique values 0 missing
ZM1Mad	numeric	2391 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig05_AEA.ed.	numeric	1115 unique values 0 missing
MATS3m	numeric	403 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_AEA.ed.	numeric	1338 unique values 0 missing
ZM1MulPer	numeric	2565 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig05_AEA.ri.	numeric	1019 unique values 0 missing
MATS3p	numeric	459 unique values 0 missing
O.	numeric	123 unique values 0 missing
SM14_AEA.ri.	numeric	979 unique values 0 missing
ZM1Per	numeric	2490 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig05_EA	numeric	925 unique values 0 missing
MATS3s	numeric	415 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM14_EA	numeric	1348 unique values 0 missing
ZM1V	numeric	265 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_EA.bo.	numeric	1042 unique values 0 missing
MATS3v	numeric	442 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	1408 unique values 0 missing
ZM2	numeric	225 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig05_EA.dm.	numeric	67 unique values 0 missing
MATS4e	numeric	505 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	414 unique values 0 missing
ZM2Kup	numeric	2522 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1541 unique values 0 missing
MATS4i	numeric	482 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1481 unique values 0 missing
ZM2Mad	numeric	2517 unique values 0 missing
C.008	numeric	5 unique values 0 missing
Eig05_EA.ri.	numeric	1041 unique values 0 missing
MATS4m	numeric	516 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	1663 unique values 0 missing
ZM2MulPer	numeric	2589 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	934 unique values 0 missing
MATS4p	numeric	524 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_AEA.bo.	numeric	968 unique values 0 missing
ZM2Per	numeric	2521 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1176 unique values 0 missing
MATS4s	numeric	481 unique values 0 missing
ON0	numeric	178 unique values 0 missing
SM15_AEA.dm.	numeric	1569 unique values 0 missing
ZM2V	numeric	446 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1152 unique values 0 missing
MATS4v	numeric	528 unique values 0 missing
ON0V	numeric	1072 unique values 0 missing
SM15_AEA.ed.	numeric	1372 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	1107 unique values 0 missing
MATS5e	numeric	549 unique values 0 missing
ON1	numeric	321 unique values 0 missing
SM15_AEA.ri.	numeric	1042 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA	numeric	979 unique values 0 missing
MATS5i	numeric	500 unique values 0 missing
ON1V	numeric	1600 unique values 0 missing
SM15_EA	numeric	1384 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1080 unique values 0 missing
MATS5m	numeric	503 unique values 0 missing
P.117	numeric	3 unique values 0 missing
SM15_EA.bo.	numeric	1423 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	47 unique values 0 missing
MATS5p	numeric	481 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	155 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig06_EA.ed.	numeric	1569 unique values 0 missing
MATS5s	numeric	477 unique values 0 missing
PCD	numeric	1524 unique values 0 missing
SM15_EA.ed.	numeric	1521 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_EA.ri.	numeric	1063 unique values 0 missing
MATS5v	numeric	485 unique values 0 missing
PCR	numeric	395 unique values 0 missing
SM15_EA.ri.	numeric	1674 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	957 unique values 0 missing
MATS6e	numeric	575 unique values 0 missing
PDI	numeric	233 unique values 0 missing
SMTI	numeric	1982 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1204 unique values 0 missing
MATS6i	numeric	501 unique values 0 missing
PHI	numeric	1828 unique values 0 missing
SMTIV	numeric	2532 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1179 unique values 0 missing
MATS6m	numeric	547 unique values 0 missing
piID	numeric	1763 unique values 0 missing
SNar	numeric	248 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1101 unique values 0 missing
MATS6p	numeric	528 unique values 0 missing
piPC01	numeric	109 unique values 0 missing
Sp	numeric	1782 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA	numeric	968 unique values 0 missing
MATS6s	numeric	532 unique values 0 missing
piPC02	numeric	335 unique values 0 missing
SpAD_AEA.bo.	numeric	2152 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig07_EA.bo.	numeric	1065 unique values 0 missing
MATS6v	numeric	527 unique values 0 missing
piPC03	numeric	837 unique values 0 missing
SpAD_AEA.dm.	numeric	2414 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig07_EA.dm.	numeric	29 unique values 0 missing
MATS7e	numeric	669 unique values 0 missing
piPC04	numeric	939 unique values 0 missing
SpAD_AEA.ed.	numeric	2047 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig07_EA.ed.	numeric	1559 unique values 0 missing
MATS7i	numeric	531 unique values 0 missing
piPC05	numeric	1077 unique values 0 missing
SpAD_AEA.ri.	numeric	2545 unique values 0 missing
C.027	numeric	7 unique values 0 missing
Eig07_EA.ri.	numeric	1074 unique values 0 missing
MATS7m	numeric	602 unique values 0 missing
piPC06	numeric	1215 unique values 0 missing
SpAD_EA	numeric	2041 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_AEA.bo.	numeric	946 unique values 0 missing
MATS7p	numeric	522 unique values 0 missing
piPC07	numeric	1323 unique values 0 missing
SpAD_EA.bo.	numeric	2167 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.dm.	numeric	1212 unique values 0 missing
MATS7s	numeric	648 unique values 0 missing
piPC08	numeric	1389 unique values 0 missing
SpAD_EA.dm.	numeric	825 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1160 unique values 0 missing
MATS7v	numeric	536 unique values 0 missing
piPC09	numeric	1498 unique values 0 missing
SpAD_EA.ed.	numeric	2084 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1120 unique values 0 missing
MATS8e	numeric	687 unique values 0 missing
piPC10	numeric	1540 unique values 0 missing
SpAD_EA.ri.	numeric	2546 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA	numeric	983 unique values 0 missing
MATS8i	numeric	602 unique values 0 missing
PJI2	numeric	19 unique values 0 missing
SpDiam_AEA.bo.	numeric	709 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	1100 unique values 0 missing
MATS8m	numeric	668 unique values 0 missing
Pol	numeric	77 unique values 0 missing
SpDiam_AEA.dm.	numeric	753 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.dm.	numeric	21 unique values 0 missing
MATS8p	numeric	624 unique values 0 missing
Psi_e_0	numeric	2004 unique values 0 missing
SpDiam_AEA.ed.	numeric	981 unique values 0 missing
C.035	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1514 unique values 0 missing
MATS8s	numeric	666 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_AEA.ri.	numeric	650 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	1116 unique values 0 missing
MATS8v	numeric	608 unique values 0 missing
Psi_e_1	numeric	1902 unique values 0 missing
SpDiam_EA	numeric	592 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	1006 unique values 0 missing
MAXDN	numeric	1430 unique values 0 missing
Psi_e_A	numeric	806 unique values 0 missing
SpDiam_EA.bo.	numeric	739 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	1229 unique values 0 missing
MAXDP	numeric	1862 unique values 0 missing
Psi_i_0	numeric	2177 unique values 0 missing
SpDiam_EA.dm.	numeric	168 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	1182 unique values 0 missing
MCD	numeric	245 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpDiam_EA.ed.	numeric	1300 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	1136 unique values 0 missing
MDDD	numeric	1992 unique values 0 missing
Psi_i_1	numeric	2291 unique values 0 missing
SpDiam_EA.ri.	numeric	689 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig09_EA	numeric	997 unique values 0 missing
Me	numeric	94 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SPI	numeric	1918 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	1153 unique values 0 missing
Mi	numeric	82 unique values 0 missing
Psi_i_A	numeric	806 unique values 0 missing
SpMAD_AEA.bo.	numeric	192 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	5 unique values 0 missing
MLOGP	numeric	1556 unique values 0 missing
Psi_i_s	numeric	952 unique values 0 missing
SpMAD_AEA.dm.	numeric	268 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	1488 unique values 0 missing
MLOGP2	numeric	1881 unique values 0 missing
Psi_i_t	numeric	18 unique values 0 missing
SpMAD_AEA.ed.	numeric	248 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	1104 unique values 0 missing
Mp	numeric	188 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	201 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_AEA.bo.	numeric	1057 unique values 0 missing
MPC01	numeric	47 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA	numeric	192 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	1236 unique values 0 missing
MPC02	numeric	66 unique values 0 missing
P_VSA_e_1	numeric	47 unique values 0 missing
SpMAD_EA.bo.	numeric	469 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_AEA.ed.	numeric	1160 unique values 0 missing
MPC03	numeric	92 unique values 0 missing
P_VSA_e_2	numeric	2300 unique values 0 missing
SpMAD_EA.dm.	numeric	479 unique values 0 missing
CATS2D_01_AN	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	1158 unique values 0 missing
MPC04	numeric	127 unique values 0 missing
P_VSA_e_3	numeric	523 unique values 0 missing
SpMAD_EA.ed.	numeric	939 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA	numeric	989 unique values 0 missing
MPC05	numeric	176 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMAD_EA.ri.	numeric	276 unique values 0 missing
CATS2D_01_DA	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	1182 unique values 0 missing
MPC06	numeric	223 unique values 0 missing
P_VSA_e_5	numeric	150 unique values 0 missing
SpMax1_Bh.e.	numeric	338 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	7 unique values 0 missing
MPC07	numeric	287 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.i.	numeric	334 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	1434 unique values 0 missing
MPC08	numeric	358 unique values 0 missing
P_VSA_i_1	numeric	32 unique values 0 missing
SpMax1_Bh.m.	numeric	503 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	1139 unique values 0 missing
MPC09	numeric	416 unique values 0 missing
P_VSA_i_2	numeric	2298 unique values 0 missing
SpMax1_Bh.p.	numeric	401 unique values 0 missing
CATS2D_01_LL	numeric	26 unique values 0 missing
Eig11_AEA.bo.	numeric	1108 unique values 0 missing
MPC10	numeric	480 unique values 0 missing
P_VSA_i_3	numeric	1056 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2756

Number of instances (rows) of the dataset.

NumberOfFeatures

1411

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

1410

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.18

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

80.86

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

106.24

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.45

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

0.08

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

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

Dimensionality

0.51

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.59

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.52

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

88.45

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.34

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.98

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.39

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

2756

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.73

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

39042.74

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

10.2

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

5.84

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-52.5

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

52.5

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.02

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

58572.31

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.56

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.23

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

Show all 62 properties