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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1957

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: CHEMBL1957 (TID: 234), and it has 2145 rows and 1404 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).

1406 features

pXC50 (target)	numeric	719 unique values 0 missing
molecule_id (row identifier)	nominal	2145 unique values 0 missing
CATS2D_08_AA	numeric	18 unique values 0 missing
GATS2i	numeric	570 unique values 0 missing
nCrs	numeric	11 unique values 0 missing
SIC0	numeric	219 unique values 0 missing
SpMin5_Bh.m.	numeric	727 unique values 0 missing
AAC	numeric	601 unique values 0 missing
CATS2D_08_AL	numeric	35 unique values 0 missing
GATS2m	numeric	496 unique values 0 missing
nCrt	numeric	4 unique values 0 missing
SIC1	numeric	334 unique values 0 missing
SpMin5_Bh.p.	numeric	703 unique values 0 missing
AECC	numeric	1246 unique values 0 missing
CATS2D_08_AN	numeric	8 unique values 0 missing
GATS2p	numeric	538 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SIC2	numeric	291 unique values 0 missing
SpMin5_Bh.s.	numeric	777 unique values 0 missing
ALOGP	numeric	1628 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2s	numeric	573 unique values 0 missing
nCs	numeric	31 unique values 0 missing
SIC3	numeric	222 unique values 0 missing
SpMin5_Bh.v.	numeric	714 unique values 0 missing
ALOGP2	numeric	1869 unique values 0 missing
CATS2D_08_DA	numeric	22 unique values 0 missing
GATS2v	numeric	479 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SIC4	numeric	193 unique values 0 missing
SpMin6_Bh.e.	numeric	733 unique values 0 missing
AMR	numeric	1911 unique values 0 missing
CATS2D_08_DD	numeric	10 unique values 0 missing
GATS3e	numeric	649 unique values 0 missing
nCsp2	numeric	36 unique values 0 missing
SIC5	numeric	186 unique values 0 missing
SpMin6_Bh.i.	numeric	748 unique values 0 missing
AMW	numeric	1262 unique values 0 missing
CATS2D_08_DL	numeric	36 unique values 0 missing
GATS3i	numeric	490 unique values 0 missing
nCsp3	numeric	37 unique values 0 missing
SM02_AEA.bo.	numeric	609 unique values 0 missing
SpMin6_Bh.m.	numeric	687 unique values 0 missing
ARR	numeric	314 unique values 0 missing
CATS2D_08_DN	numeric	7 unique values 0 missing
GATS3m	numeric	410 unique values 0 missing
nCt	numeric	5 unique values 0 missing
SM02_AEA.dm.	numeric	936 unique values 0 missing
SpMin6_Bh.p.	numeric	739 unique values 0 missing
ATS1e	numeric	970 unique values 0 missing
CATS2D_08_DP	numeric	6 unique values 0 missing
GATS3p	numeric	433 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SM02_AEA.ed.	numeric	290 unique values 0 missing
SpMin6_Bh.s.	numeric	681 unique values 0 missing
ATS1i	numeric	954 unique values 0 missing
CATS2D_08_LL	numeric	36 unique values 0 missing
GATS3s	numeric	641 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1305 unique values 0 missing
SpMin6_Bh.v.	numeric	732 unique values 0 missing
ATS1m	numeric	894 unique values 0 missing
CATS2D_08_NL	numeric	10 unique values 0 missing
GATS3v	numeric	378 unique values 0 missing
nDB	numeric	21 unique values 0 missing
SM02_EA	numeric	103 unique values 0 missing
SpMin7_Bh.e.	numeric	750 unique values 0 missing
ATS1p	numeric	931 unique values 0 missing
CATS2D_08_NN	numeric	3 unique values 0 missing
GATS4e	numeric	755 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	404 unique values 0 missing
SpMin7_Bh.i.	numeric	726 unique values 0 missing
ATS1s	numeric	917 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4i	numeric	490 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	584 unique values 0 missing
SpMin7_Bh.m.	numeric	715 unique values 0 missing
ATS1v	numeric	928 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	543 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	547 unique values 0 missing
SpMin7_Bh.p.	numeric	778 unique values 0 missing
ATS2e	numeric	1010 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4p	numeric	521 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	929 unique values 0 missing
SpMin7_Bh.s.	numeric	634 unique values 0 missing
ATS2i	numeric	1028 unique values 0 missing
CATS2D_09_AL	numeric	34 unique values 0 missing
GATS4s	numeric	782 unique values 0 missing
NdO	numeric	20 unique values 0 missing
SM03_AEA.bo.	numeric	809 unique values 0 missing
SpMin7_Bh.v.	numeric	761 unique values 0 missing
ATS2m	numeric	917 unique values 0 missing
CATS2D_09_AN	numeric	8 unique values 0 missing
GATS4v	numeric	440 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	932 unique values 0 missing
SpMin8_Bh.e.	numeric	754 unique values 0 missing
ATS2p	numeric	957 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5e	numeric	866 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
SM03_AEA.ed.	numeric	813 unique values 0 missing
SpMin8_Bh.i.	numeric	738 unique values 0 missing
ATS2s	numeric	1063 unique values 0 missing
CATS2D_09_DA	numeric	22 unique values 0 missing
GATS5i	numeric	467 unique values 0 missing
NdsN	numeric	5 unique values 0 missing
SM03_AEA.ri.	numeric	1282 unique values 0 missing
SpMin8_Bh.m.	numeric	741 unique values 0 missing
ATS2v	numeric	946 unique values 0 missing
CATS2D_09_DD	numeric	20 unique values 0 missing
GATS5m	numeric	639 unique values 0 missing
NdssC	numeric	20 unique values 0 missing
SM03_EA	numeric	35 unique values 0 missing
SpMin8_Bh.p.	numeric	775 unique values 0 missing
ATS3e	numeric	1051 unique values 0 missing
CATS2D_09_DL	numeric	38 unique values 0 missing
GATS5p	numeric	509 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	165 unique values 0 missing
SpMin8_Bh.s.	numeric	610 unique values 0 missing
ATS3i	numeric	1077 unique values 0 missing
CATS2D_09_DN	numeric	7 unique values 0 missing
GATS5s	numeric	951 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	118 unique values 0 missing
SpMin8_Bh.v.	numeric	747 unique values 0 missing
ATS3m	numeric	990 unique values 0 missing
CATS2D_09_DP	numeric	5 unique values 0 missing
GATS5v	numeric	419 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	513 unique values 0 missing
SRW02	numeric	80 unique values 0 missing
ATS3p	numeric	1047 unique values 0 missing
CATS2D_09_LL	numeric	39 unique values 0 missing
GATS6e	numeric	817 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	860 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS3s	numeric	1025 unique values 0 missing
CATS2D_09_NL	numeric	13 unique values 0 missing
GATS6i	numeric	527 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.bo.	numeric	858 unique values 0 missing
SRW04	numeric	209 unique values 0 missing
ATS3v	numeric	1022 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6m	numeric	639 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	958 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS4e	numeric	1140 unique values 0 missing
CATS2D_09_PL	numeric	9 unique values 0 missing
GATS6p	numeric	541 unique values 0 missing
nH	numeric	69 unique values 0 missing
SM04_AEA.ed.	numeric	919 unique values 0 missing
SRW06	numeric	646 unique values 0 missing
ATS4i	numeric	1137 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6s	numeric	947 unique values 0 missing
nHAcc	numeric	34 unique values 0 missing
SM04_AEA.ri.	numeric	1249 unique values 0 missing
SRW07	numeric	38 unique values 0 missing
ATS4m	numeric	1072 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	508 unique values 0 missing
nHDon	numeric	26 unique values 0 missing
SM04_EA	numeric	345 unique values 0 missing
SRW08	numeric	892 unique values 0 missing
ATS4p	numeric	1129 unique values 0 missing
CENT	numeric	1362 unique values 0 missing
GATS7e	numeric	952 unique values 0 missing
nHet	numeric	36 unique values 0 missing
SM04_EA.bo.	numeric	876 unique values 0 missing
SRW09	numeric	140 unique values 0 missing
ATS4s	numeric	1107 unique values 0 missing
Chi0_AEA.bo.	numeric	1141 unique values 0 missing
GATS7i	numeric	578 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_EA.dm.	numeric	688 unique values 0 missing
SRW10	numeric	932 unique values 0 missing
ATS4v	numeric	1097 unique values 0 missing
Chi0_AEA.dm.	numeric	1141 unique values 0 missing
GATS7m	numeric	715 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM04_EA.ed.	numeric	1041 unique values 0 missing
SsBr	numeric	92 unique values 0 missing
ATS5e	numeric	1211 unique values 0 missing
Chi0_AEA.ed.	numeric	1141 unique values 0 missing
GATS7p	numeric	565 unique values 0 missing
nImidazoles	numeric	4 unique values 0 missing
SM04_EA.ri.	numeric	969 unique values 0 missing
SsCH3	numeric	1184 unique values 0 missing
ATS5i	numeric	1234 unique values 0 missing
Chi0_AEA.ri.	numeric	1141 unique values 0 missing
GATS7s	numeric	1019 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	849 unique values 0 missing
SsCl	numeric	364 unique values 0 missing
ATS5m	numeric	1103 unique values 0 missing
Chi0_EA	numeric	1141 unique values 0 missing
GATS7v	numeric	496 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	973 unique values 0 missing
SsF	numeric	498 unique values 0 missing
ATS5p	numeric	1183 unique values 0 missing
Chi0_EA.bo.	numeric	1581 unique values 0 missing
GATS8e	numeric	905 unique values 0 missing
nN	numeric	19 unique values 0 missing
SM05_AEA.ed.	numeric	955 unique values 0 missing
SsI	numeric	16 unique values 0 missing
ATS5s	numeric	1146 unique values 0 missing
Chi0_EA.dm.	numeric	1662 unique values 0 missing
GATS8i	numeric	554 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM05_AEA.ri.	numeric	1263 unique values 0 missing
SsNH2	numeric	506 unique values 0 missing
ATS5v	numeric	1163 unique values 0 missing
Chi0_EA.ed.	numeric	1617 unique values 0 missing
GATS8m	numeric	701 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA	numeric	161 unique values 0 missing
SsOH	numeric	482 unique values 0 missing
ATS6e	numeric	1252 unique values 0 missing
Chi0_EA.ri.	numeric	1898 unique values 0 missing
GATS8p	numeric	585 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	903 unique values 0 missing
SssCH2	numeric	1369 unique values 0 missing
ATS6i	numeric	1258 unique values 0 missing
Chi1_AEA.bo.	numeric	1480 unique values 0 missing
GATS8s	numeric	991 unique values 0 missing
NNRS	numeric	19 unique values 0 missing
SM05_EA.dm.	numeric	194 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS6m	numeric	1188 unique values 0 missing
Chi1_AEA.dm.	numeric	1480 unique values 0 missing
GATS8v	numeric	524 unique values 0 missing
nO	numeric	29 unique values 0 missing
SM05_EA.ed.	numeric	1084 unique values 0 missing
SssNH	numeric	1302 unique values 0 missing
ATS6p	numeric	1197 unique values 0 missing
Chi1_AEA.ed.	numeric	1480 unique values 0 missing
GGI1	numeric	50 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	1041 unique values 0 missing
SssO	numeric	790 unique values 0 missing
ATS6s	numeric	1180 unique values 0 missing
Chi1_AEA.ri.	numeric	1480 unique values 0 missing
GGI10	numeric	438 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	873 unique values 0 missing
SssS	numeric	124 unique values 0 missing
ATS6v	numeric	1199 unique values 0 missing
Chi1_EA	numeric	1480 unique values 0 missing
GGI2	numeric	88 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	998 unique values 0 missing
SsssCH	numeric	690 unique values 0 missing
ATS7e	numeric	1282 unique values 0 missing
Chi1_EA.bo.	numeric	1652 unique values 0 missing
GGI3	numeric	417 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	965 unique values 0 missing
SsssN	numeric	730 unique values 0 missing
ATS7i	numeric	1264 unique values 0 missing
Chi1_EA.dm.	numeric	1731 unique values 0 missing
GGI4	numeric	1076 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1231 unique values 0 missing
SssssC	numeric	251 unique values 0 missing
ATS7m	numeric	1238 unique values 0 missing
Chi1_EA.ed.	numeric	1506 unique values 0 missing
GGI5	numeric	693 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA	numeric	959 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATS7p	numeric	1269 unique values 0 missing
Chi1_EA.ri.	numeric	1933 unique values 0 missing
GGI6	numeric	878 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	925 unique values 0 missing
StCH	numeric	5 unique values 0 missing
ATS7s	numeric	1254 unique values 0 missing
CIC0	numeric	1143 unique values 0 missing
GGI7	numeric	760 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	627 unique values 0 missing
StN	numeric	127 unique values 0 missing
ATS7v	numeric	1250 unique values 0 missing
CIC1	numeric	1151 unique values 0 missing
GGI8	numeric	651 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1134 unique values 0 missing
StsC	numeric	140 unique values 0 missing
ATS8e	numeric	1304 unique values 0 missing
CIC2	numeric	1018 unique values 0 missing
GGI9	numeric	545 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1035 unique values 0 missing
Sv	numeric	1700 unique values 0 missing
ATS8i	numeric	1332 unique values 0 missing
CIC3	numeric	810 unique values 0 missing
GMTI	numeric	1697 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	886 unique values 0 missing
TIC0	numeric	1604 unique values 0 missing
ATS8m	numeric	1267 unique values 0 missing
CIC4	numeric	701 unique values 0 missing
GMTIV	numeric	2002 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	986 unique values 0 missing
TIC1	numeric	1807 unique values 0 missing
ATS8p	numeric	1294 unique values 0 missing
CIC5	numeric	654 unique values 0 missing
GNar	numeric	314 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	996 unique values 0 missing
TIC2	numeric	1823 unique values 0 missing
ATS8s	numeric	1290 unique values 0 missing
CID	numeric	764 unique values 0 missing
H.	numeric	220 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	1247 unique values 0 missing
TIC3	numeric	1502 unique values 0 missing
ATS8v	numeric	1277 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	24 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA	numeric	709 unique values 0 missing
TIC4	numeric	1389 unique values 0 missing
ATSC1e	numeric	351 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.047	numeric	38 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1016 unique values 0 missing
TIC5	numeric	1366 unique values 0 missing
ATSC1i	numeric	879 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	199 unique values 0 missing
TIE	numeric	2064 unique values 0 missing
ATSC1m	numeric	1742 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1180 unique values 0 missing
TPC	numeric	1202 unique values 0 missing
ATSC1p	numeric	1580 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	26 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_EA.ri.	numeric	1111 unique values 0 missing
TPSA.NO.	numeric	1000 unique values 0 missing
ATSC1s	numeric	1856 unique values 0 missing
CSI	numeric	1048 unique values 0 missing
H.051	numeric	15 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM08_AEA.bo.	numeric	911 unique values 0 missing
TPSA.Tot.	numeric	1059 unique values 0 missing
ATSC1v	numeric	1669 unique values 0 missing
DBI	numeric	103 unique values 0 missing
H.052	numeric	26 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	991 unique values 0 missing
TRS	numeric	40 unique values 0 missing
ATSC2e	numeric	756 unique values 0 missing
D.Dtr03	numeric	44 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1041 unique values 0 missing
TWC	numeric	977 unique values 0 missing
ATSC2i	numeric	1192 unique values 0 missing
D.Dtr04	numeric	83 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_AEA.ri.	numeric	1205 unique values 0 missing
Uc	numeric	39 unique values 0 missing
ATSC2m	numeric	1852 unique values 0 missing
D.Dtr05	numeric	1394 unique values 0 missing
HDcpx	numeric	355 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_EA	numeric	1041 unique values 0 missing
Ui	numeric	46 unique values 0 missing
ATSC2p	numeric	1729 unique values 0 missing
D.Dtr06	numeric	1725 unique values 0 missing
HNar	numeric	323 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	1005 unique values 0 missing
Uindex	numeric	1695 unique values 0 missing
ATSC2s	numeric	2018 unique values 0 missing
D.Dtr07	numeric	38 unique values 0 missing
HVcpx	numeric	989 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM08_EA.dm.	numeric	545 unique values 0 missing
UNIP	numeric	342 unique values 0 missing
ATSC2v	numeric	1786 unique values 0 missing
D.Dtr08	numeric	66 unique values 0 missing
Hy	numeric	749 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1215 unique values 0 missing
VAR	numeric	378 unique values 0 missing
ATSC3e	numeric	845 unique values 0 missing
D.Dtr09	numeric	1077 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1128 unique values 0 missing
Vindex	numeric	261 unique values 0 missing
ATSC3i	numeric	1289 unique values 0 missing
D.Dtr10	numeric	367 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	500 unique values 0 missing
VvdwMG	numeric	1574 unique values 0 missing
ATSC3m	numeric	1956 unique values 0 missing
D.Dtr11	numeric	36 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1011 unique values 0 missing
VvdwZAZ	numeric	1743 unique values 0 missing
ATSC3p	numeric	1868 unique values 0 missing
D.Dtr12	numeric	33 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCNO	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1077 unique values 0 missing
Vx	numeric	1574 unique values 0 missing
ATSC3s	numeric	2046 unique values 0 missing
DECC	numeric	1127 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1228 unique values 0 missing
Wap	numeric	1587 unique values 0 missing
ATSC3v	numeric	1898 unique values 0 missing
DELS	numeric	2038 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA	numeric	1072 unique values 0 missing
X.	numeric	91 unique values 0 missing
ATSC4e	numeric	974 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1604 unique values 0 missing
nRCONHR	numeric	15 unique values 0 missing
SM09_EA.bo.	numeric	1080 unique values 0 missing
X0	numeric	683 unique values 0 missing
ATSC4i	numeric	1361 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	601 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	177 unique values 0 missing
X0A	numeric	95 unique values 0 missing
ATSC4m	numeric	2039 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	919 unique values 0 missing
nRCOOH	numeric	10 unique values 0 missing
SM09_EA.ed.	numeric	1221 unique values 0 missing
X0Av	numeric	174 unique values 0 missing
ATSC4p	numeric	1927 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1062 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1167 unique values 0 missing
X0sol	numeric	937 unique values 0 missing
ATSC4s	numeric	2067 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	975 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	603 unique values 0 missing
X0v	numeric	1756 unique values 0 missing
ATSC4v	numeric	1978 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC4	numeric	940 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.dm.	numeric	867 unique values 0 missing
X1	numeric	1210 unique values 0 missing
ATSC5e	numeric	1017 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	937 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	1077 unique values 0 missing
X1A	numeric	61 unique values 0 missing
ATSC5i	numeric	1416 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	806 unique values 0 missing
nRNH2	numeric	6 unique values 0 missing
SM10_AEA.ri.	numeric	1245 unique values 0 missing
X1Av	numeric	125 unique values 0 missing
ATSC5m	numeric	2049 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	586 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA	numeric	1095 unique values 0 missing
X1Kup	numeric	1813 unique values 0 missing
ATSC5p	numeric	1941 unique values 0 missing
DLS_cons	numeric	63 unique values 0 missing
IDDM	numeric	519 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	1082 unique values 0 missing
X1Mad	numeric	1832 unique values 0 missing
ATSC5s	numeric	2072 unique values 0 missing
Dz	numeric	467 unique values 0 missing
IDE	numeric	1035 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	450 unique values 0 missing
X1MulPer	numeric	1796 unique values 0 missing
ATSC5v	numeric	1985 unique values 0 missing
ECC	numeric	705 unique values 0 missing
IDET	numeric	1733 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	1269 unique values 0 missing
X1Per	numeric	1812 unique values 0 missing
ATSC6e	numeric	966 unique values 0 missing
Eig01_AEA.bo.	numeric	484 unique values 0 missing
IDM	numeric	1273 unique values 0 missing
nROH	numeric	10 unique values 0 missing
SM10_EA.ri.	numeric	1204 unique values 0 missing
X1sol	numeric	1361 unique values 0 missing
ATSC6i	numeric	1398 unique values 0 missing
Eig01_AEA.dm.	numeric	657 unique values 0 missing
IDMT	numeric	1741 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	699 unique values 0 missing
X1v	numeric	1802 unique values 0 missing
ATSC6m	numeric	2036 unique values 0 missing
Eig01_AEA.ed.	numeric	619 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM11_AEA.dm.	numeric	1083 unique values 0 missing
X2	numeric	1555 unique values 0 missing
ATSC6p	numeric	1944 unique values 0 missing
Eig01_AEA.ri.	numeric	525 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	1130 unique values 0 missing
X2A	numeric	71 unique values 0 missing
ATSC6s	numeric	2068 unique values 0 missing
Eig01_EA	numeric	500 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	580 unique values 0 missing
X2Av	numeric	110 unique values 0 missing
ATSC6v	numeric	1974 unique values 0 missing
Eig01_EA.bo.	numeric	580 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsBr	numeric	5 unique values 0 missing
SM11_EA	numeric	1107 unique values 0 missing
X2sol	numeric	1597 unique values 0 missing
ATSC7e	numeric	975 unique values 0 missing
Eig01_EA.dm.	numeric	125 unique values 0 missing
ISIZ	numeric	121 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_EA.bo.	numeric	1116 unique values 0 missing
X2v	numeric	1836 unique values 0 missing
ATSC7i	numeric	1433 unique values 0 missing
Eig01_EA.ed.	numeric	867 unique values 0 missing
IVDE	numeric	430 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	168 unique values 0 missing
X3	numeric	1613 unique values 0 missing
ATSC7m	numeric	2032 unique values 0 missing
Eig01_EA.ri.	numeric	540 unique values 0 missing
IVDM	numeric	523 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ed.	numeric	1265 unique values 0 missing
X3A	numeric	61 unique values 0 missing
ATSC7p	numeric	1962 unique values 0 missing
Eig02_AEA.bo.	numeric	576 unique values 0 missing
JGI1	numeric	167 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	1256 unique values 0 missing
X3Av	numeric	74 unique values 0 missing
ATSC7s	numeric	2059 unique values 0 missing
Eig02_AEA.dm.	numeric	759 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
nSK	numeric	80 unique values 0 missing
SM12_AEA.bo.	numeric	826 unique values 0 missing
X3sol	numeric	1613 unique values 0 missing
ATSC7v	numeric	1992 unique values 0 missing
Eig02_AEA.ed.	numeric	747 unique values 0 missing
JGI2	numeric	83 unique values 0 missing
NsNH2	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	1235 unique values 0 missing
X3v	numeric	1762 unique values 0 missing
ATSC8e	numeric	972 unique values 0 missing
Eig02_AEA.ri.	numeric	622 unique values 0 missing
JGI3	numeric	68 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1153 unique values 0 missing
X4	numeric	1613 unique values 0 missing
ATSC8i	numeric	1421 unique values 0 missing
Eig02_EA	numeric	603 unique values 0 missing
JGI4	numeric	47 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	671 unique values 0 missing
X4A	numeric	51 unique values 0 missing
ATSC8m	numeric	2012 unique values 0 missing
Eig02_EA.bo.	numeric	671 unique values 0 missing
JGI5	numeric	39 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA	numeric	1159 unique values 0 missing
X4Av	numeric	54 unique values 0 missing
ATSC8p	numeric	1921 unique values 0 missing
Eig02_EA.dm.	numeric	124 unique values 0 missing
JGI6	numeric	26 unique values 0 missing
NsOH	numeric	11 unique values 0 missing
SM12_EA.bo.	numeric	1141 unique values 0 missing
X4sol	numeric	1604 unique values 0 missing
ATSC8s	numeric	2049 unique values 0 missing
Eig02_EA.ed.	numeric	1083 unique values 0 missing
JGI7	numeric	25 unique values 0 missing
NssCH2	numeric	25 unique values 0 missing
SM12_EA.dm.	numeric	413 unique values 0 missing
X4v	numeric	1694 unique values 0 missing
ATSC8v	numeric	1982 unique values 0 missing
Eig02_EA.ri.	numeric	595 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1289 unique values 0 missing
X5	numeric	1588 unique values 0 missing
BAC	numeric	152 unique values 0 missing
Eig03_AEA.bo.	numeric	686 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
NssNH	numeric	14 unique values 0 missing
SM12_EA.ri.	numeric	1292 unique values 0 missing
X5A	numeric	45 unique values 0 missing
BBI	numeric	103 unique values 0 missing
Eig03_AEA.dm.	numeric	835 unique values 0 missing
JGT	numeric	300 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.bo.	numeric	904 unique values 0 missing
X5Av	numeric	38 unique values 0 missing
BIC0	numeric	194 unique values 0 missing
Eig03_AEA.ed.	numeric	834 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1319 unique values 0 missing
X5sol	numeric	1581 unique values 0 missing
BIC1	numeric	299 unique values 0 missing
Eig03_AEA.ri.	numeric	739 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NsssCH	numeric	17 unique values 0 missing
SM13_AEA.ed.	numeric	1185 unique values 0 missing
X5v	numeric	1569 unique values 0 missing
BIC2	numeric	266 unique values 0 missing
Eig03_EA	numeric	699 unique values 0 missing
LOC	numeric	676 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	769 unique values 0 missing
Xindex	numeric	339 unique values 0 missing
BIC3	numeric	186 unique values 0 missing
Eig03_EA.bo.	numeric	769 unique values 0 missing
LPRS	numeric	1741 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA	numeric	1192 unique values 0 missing
XMOD	numeric	1929 unique values 0 missing
BIC4	numeric	163 unique values 0 missing
Eig03_EA.dm.	numeric	109 unique values 0 missing
MATS1e	numeric	319 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1164 unique values 0 missing
Xt	numeric	168 unique values 0 missing
BIC5	numeric	153 unique values 0 missing
Eig03_EA.ed.	numeric	1235 unique values 0 missing
MATS1i	numeric	536 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	160 unique values 0 missing
Xu	numeric	1687 unique values 0 missing
BID	numeric	197 unique values 0 missing
Eig03_EA.ri.	numeric	765 unique values 0 missing
MATS1m	numeric	202 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1318 unique values 0 missing
Yindex	numeric	588 unique values 0 missing
BLI	numeric	310 unique values 0 missing
Eig04_AEA.bo.	numeric	749 unique values 0 missing
MATS1p	numeric	346 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1312 unique values 0 missing
ZM1	numeric	154 unique values 0 missing
BLTA96	numeric	493 unique values 0 missing
Eig04_AEA.dm.	numeric	905 unique values 0 missing
MATS1s	numeric	308 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	892 unique values 0 missing
ZM1Kup	numeric	1844 unique values 0 missing
BLTD48	numeric	463 unique values 0 missing
Eig04_AEA.ed.	numeric	923 unique values 0 missing
MATS1v	numeric	201 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1338 unique values 0 missing
ZM1Mad	numeric	1881 unique values 0 missing
BLTF96	numeric	429 unique values 0 missing
Eig04_AEA.ri.	numeric	877 unique values 0 missing
MATS2e	numeric	566 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1209 unique values 0 missing
ZM1MulPer	numeric	2000 unique values 0 missing
Br.094	numeric	5 unique values 0 missing
Eig04_EA	numeric	826 unique values 0 missing
MATS2i	numeric	502 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	856 unique values 0 missing
ZM1Per	numeric	1969 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_EA.bo.	numeric	856 unique values 0 missing
MATS2m	numeric	353 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA	numeric	1194 unique values 0 missing
ZM1V	numeric	337 unique values 0 missing
C.	numeric	175 unique values 0 missing
Eig04_EA.dm.	numeric	90 unique values 0 missing
MATS2p	numeric	447 unique values 0 missing
O.	numeric	133 unique values 0 missing
SM14_EA.bo.	numeric	1172 unique values 0 missing
ZM2	numeric	283 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig04_EA.ed.	numeric	1319 unique values 0 missing
MATS2s	numeric	466 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.dm.	numeric	369 unique values 0 missing
ZM2Kup	numeric	1952 unique values 0 missing
C.002	numeric	21 unique values 0 missing
Eig04_EA.ri.	numeric	881 unique values 0 missing
MATS2v	numeric	421 unique values 0 missing
O.057	numeric	11 unique values 0 missing
SM14_EA.ed.	numeric	1327 unique values 0 missing
ZM2Mad	numeric	1981 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig05_AEA.bo.	numeric	837 unique values 0 missing
MATS3e	numeric	420 unique values 0 missing
O.058	numeric	21 unique values 0 missing
SM14_EA.ri.	numeric	1324 unique values 0 missing
ZM2MulPer	numeric	2017 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	985 unique values 0 missing
MATS3i	numeric	421 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.bo.	numeric	895 unique values 0 missing
ZM2Per	numeric	1989 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig05_AEA.ed.	numeric	990 unique values 0 missing
MATS3m	numeric	374 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	1363 unique values 0 missing
ZM2V	numeric	540 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig05_AEA.ri.	numeric	963 unique values 0 missing
MATS3p	numeric	406 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1204 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_EA	numeric	904 unique values 0 missing
MATS3s	numeric	419 unique values 0 missing
ON0	numeric	248 unique values 0 missing
SM15_AEA.ri.	numeric	878 unique values 0 missing
C.008	numeric	16 unique values 0 missing
Eig05_EA.bo.	numeric	878 unique values 0 missing
MATS3v	numeric	383 unique values 0 missing
ON0V	numeric	1197 unique values 0 missing
SM15_EA	numeric	1217 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_EA.dm.	numeric	65 unique values 0 missing
MATS4e	numeric	517 unique values 0 missing
ON1	numeric	425 unique values 0 missing
SM15_EA.bo.	numeric	1193 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1338 unique values 0 missing
MATS4i	numeric	439 unique values 0 missing
ON1V	numeric	1471 unique values 0 missing
SM15_EA.dm.	numeric	154 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	964 unique values 0 missing
MATS4m	numeric	437 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	1340 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	873 unique values 0 missing
MATS4p	numeric	436 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	1358 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	1057 unique values 0 missing
MATS4s	numeric	475 unique values 0 missing
PCD	numeric	1331 unique values 0 missing
SMTI	numeric	1701 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	1043 unique values 0 missing
MATS4v	numeric	441 unique values 0 missing
PCR	numeric	456 unique values 0 missing
SMTIV	numeric	1989 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	997 unique values 0 missing
MATS5e	numeric	533 unique values 0 missing
PDI	numeric	243 unique values 0 missing
SNar	numeric	287 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig06_EA	numeric	892 unique values 0 missing
MATS5i	numeric	404 unique values 0 missing
PHI	numeric	1573 unique values 0 missing
Sp	numeric	1584 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	916 unique values 0 missing
MATS5m	numeric	486 unique values 0 missing
piID	numeric	1474 unique values 0 missing
SpAD_AEA.bo.	numeric	1767 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	61 unique values 0 missing
MATS5p	numeric	420 unique values 0 missing
piPC01	numeric	153 unique values 0 missing
SpAD_AEA.dm.	numeric	1973 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1363 unique values 0 missing
MATS5s	numeric	490 unique values 0 missing
piPC02	numeric	404 unique values 0 missing
SpAD_AEA.ed.	numeric	1716 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	964 unique values 0 missing
MATS5v	numeric	432 unique values 0 missing
piPC03	numeric	801 unique values 0 missing
SpAD_AEA.ri.	numeric	2017 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	880 unique values 0 missing
MATS6e	numeric	520 unique values 0 missing
piPC04	numeric	878 unique values 0 missing
SpAD_EA	numeric	1711 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1049 unique values 0 missing
MATS6i	numeric	453 unique values 0 missing
piPC05	numeric	943 unique values 0 missing
SpAD_EA.bo.	numeric	1780 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig07_AEA.ed.	numeric	1022 unique values 0 missing
MATS6m	numeric	498 unique values 0 missing
piPC06	numeric	1057 unique values 0 missing
SpAD_EA.dm.	numeric	715 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig07_AEA.ri.	numeric	1014 unique values 0 missing
MATS6p	numeric	477 unique values 0 missing
piPC07	numeric	1135 unique values 0 missing
SpAD_EA.ed.	numeric	1740 unique values 0 missing
C.026	numeric	12 unique values 0 missing
Eig07_EA	numeric	895 unique values 0 missing
MATS6s	numeric	491 unique values 0 missing
piPC08	numeric	1208 unique values 0 missing
SpAD_EA.ri.	numeric	2018 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig07_EA.bo.	numeric	957 unique values 0 missing
MATS6v	numeric	513 unique values 0 missing
piPC09	numeric	1265 unique values 0 missing
SpDiam_AEA.bo.	numeric	618 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_EA.dm.	numeric	54 unique values 0 missing
MATS7e	numeric	616 unique values 0 missing
piPC10	numeric	1284 unique values 0 missing
SpDiam_AEA.dm.	numeric	659 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_EA.ed.	numeric	1305 unique values 0 missing
MATS7i	numeric	493 unique values 0 missing
PJI2	numeric	26 unique values 0 missing
SpDiam_AEA.ed.	numeric	817 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	996 unique values 0 missing
MATS7m	numeric	581 unique values 0 missing
Pol	numeric	114 unique values 0 missing
SpDiam_AEA.ri.	numeric	563 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	912 unique values 0 missing
MATS7p	numeric	483 unique values 0 missing
Psi_e_0	numeric	1748 unique values 0 missing
SpDiam_EA	numeric	500 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1044 unique values 0 missing
MATS7s	numeric	594 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.bo.	numeric	580 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	1019 unique values 0 missing
MATS7v	numeric	512 unique values 0 missing
Psi_e_1	numeric	1662 unique values 0 missing
SpDiam_EA.dm.	numeric	146 unique values 0 missing
C.034	numeric	6 unique values 0 missing
Eig08_AEA.ri.	numeric	1023 unique values 0 missing
MATS8e	numeric	616 unique values 0 missing
Psi_e_A	numeric	796 unique values 0 missing
SpDiam_EA.ed.	numeric	988 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA	numeric	936 unique values 0 missing
MATS8i	numeric	509 unique values 0 missing
Psi_i_0	numeric	1786 unique values 0 missing
SpDiam_EA.ri.	numeric	554 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	986 unique values 0 missing
MATS8m	numeric	566 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SPI	numeric	1650 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	40 unique values 0 missing
MATS8p	numeric	525 unique values 0 missing
Psi_i_1	numeric	1853 unique values 0 missing
SpMAD_AEA.bo.	numeric	173 unique values 0 missing
C.038	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1282 unique values 0 missing
MATS8s	numeric	577 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.dm.	numeric	257 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig08_EA.ri.	numeric	1001 unique values 0 missing
MATS8v	numeric	517 unique values 0 missing
Psi_i_A	numeric	796 unique values 0 missing
SpMAD_AEA.ed.	numeric	203 unique values 0 missing
C.040	numeric	20 unique values 0 missing
Eig09_AEA.bo.	numeric	920 unique values 0 missing
MAXDN	numeric	1322 unique values 0 missing
Psi_i_s	numeric	990 unique values 0 missing
SpMAD_AEA.ri.	numeric	163 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	1049 unique values 0 missing
MAXDP	numeric	1602 unique values 0 missing
Psi_i_t	numeric	16 unique values 0 missing
SpMAD_EA	numeric	156 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	1016 unique values 0 missing
MCD	numeric	312 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.bo.	numeric	421 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_AEA.ri.	numeric	1037 unique values 0 missing
MDDD	numeric	1690 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	509 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig09_EA	numeric	932 unique values 0 missing
Me	numeric	92 unique values 0 missing
P_VSA_e_1	numeric	70 unique values 0 missing
SpMAD_EA.ed.	numeric	740 unique values 0 missing
CATS2D_00_DD	numeric	7 unique values 0 missing
Eig09_EA.bo.	numeric	1031 unique values 0 missing
Mi	numeric	81 unique values 0 missing
P_VSA_e_2	numeric	1823 unique values 0 missing
SpMAD_EA.ri.	numeric	207 unique values 0 missing
CATS2D_00_DP	numeric	7 unique values 0 missing
Eig09_EA.dm.	numeric	35 unique values 0 missing
MLOGP	numeric	1337 unique values 0 missing
P_VSA_e_3	numeric	465 unique values 0 missing
SpMax1_Bh.e.	numeric	281 unique values 0 missing
CATS2D_00_PP	numeric	7 unique values 0 missing
Eig09_EA.ed.	numeric	1249 unique values 0 missing
MLOGP2	numeric	1595 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.i.	numeric	289 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	1017 unique values 0 missing
Mp	numeric	193 unique values 0 missing
P_VSA_e_5	numeric	171 unique values 0 missing
SpMax1_Bh.m.	numeric	407 unique values 0 missing
CATS2D_01_AN	numeric	10 unique values 0 missing
Eig10_AEA.bo.	numeric	946 unique values 0 missing
MPC01	numeric	80 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.p.	numeric	323 unique values 0 missing
CATS2D_01_DA	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	1086 unique values 0 missing
MPC02	numeric	103 unique values 0 missing
P_VSA_i_1	numeric	23 unique values 0 missing
SpMax1_Bh.s.	numeric	251 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	1040 unique values 0 missing
MPC03	numeric	127 unique values 0 missing
P_VSA_i_2	numeric	1816 unique values 0 missing
SpMax1_Bh.v.	numeric	296 unique values 0 missing
CATS2D_01_DN	numeric	10 unique values 0 missing
Eig10_AEA.ri.	numeric	1056 unique values 0 missing
MPC04	numeric	159 unique values 0 missing
P_VSA_i_3	numeric	971 unique values 0 missing
SpMax2_Bh.e.	numeric	347 unique values 0 missing
CATS2D_01_LL	numeric	30 unique values 0 missing
Eig10_EA	numeric	958 unique values 0 missing
MPC05	numeric	197 unique values 0 missing
P_VSA_i_4	numeric	605 unique values 0 missing
SpMax2_Bh.i.	numeric	344 unique values 0 missing
CATS2D_01_NL	numeric	9 unique values 0 missing
Eig10_EA.bo.	numeric	1056 unique values 0 missing
MPC06	numeric	230 unique values 0 missing
P_VSA_LogP_1	numeric	77 unique values 0 missing
SpMax2_Bh.m.	numeric	438 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig10_EA.dm.	numeric	26 unique values 0 missing
MPC07	numeric	278 unique values 0 missing
P_VSA_LogP_2	numeric	544 unique values 0 missing
SpMax2_Bh.p.	numeric	390 unique values 0 missing
CATS2D_02_AL	numeric	19 unique values 0 missing
Eig10_EA.ed.	numeric	1263 unique values 0 missing
MPC08	numeric	332 unique values 0 missing
P_VSA_LogP_3	numeric	310 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2145

Number of instances (rows) of the dataset.

NumberOfFeatures

1406

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

1405

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

46.31

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

4.02

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

218960.01

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.27

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.76

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

0.21

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

60.6

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

225.47

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.19

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

AutoCorrelation

0.35

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

3.8

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

Dimensionality

0.66

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.07

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.74

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

567.65

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

1.08

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.46

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

MaxKurtosisOfNumericAtts

2145

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

73244.53

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

22.32

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

6.17

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-46.31

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