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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL220

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: CHEMBL220 (TID: 93), and it has 2604 rows and 1414 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).

1416 features

pXC50 (target)	numeric	1244 unique values 0 missing
molecule_id (row identifier)	nominal	2604 unique values 0 missing
CATS2D_08_AL	numeric	26 unique values 0 missing
GATS2v	numeric	547 unique values 0 missing
nCrt	numeric	8 unique values 0 missing
SdO	numeric	1504 unique values 0 missing
SpMin3_Bh.s.	numeric	751 unique values 0 missing
AAC	numeric	603 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS3e	numeric	696 unique values 0 missing
nCRX3	numeric	4 unique values 0 missing
SdS	numeric	20 unique values 0 missing
SpMin3_Bh.v.	numeric	577 unique values 0 missing
AECC	numeric	1426 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS3i	numeric	547 unique values 0 missing
nCs	numeric	19 unique values 0 missing
SdsCH	numeric	431 unique values 0 missing
SpMin4_Bh.e.	numeric	807 unique values 0 missing
ALOGP	numeric	1814 unique values 0 missing
CATS2D_08_DA	numeric	6 unique values 0 missing
GATS3m	numeric	548 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SdsN	numeric	226 unique values 0 missing
SpMin4_Bh.i.	numeric	806 unique values 0 missing
ALOGP2	numeric	2067 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
GATS3p	numeric	543 unique values 0 missing
nCsp2	numeric	34 unique values 0 missing
SdssC	numeric	1274 unique values 0 missing
SpMin4_Bh.m.	numeric	709 unique values 0 missing
AMR	numeric	2117 unique values 0 missing
CATS2D_08_DL	numeric	13 unique values 0 missing
GATS3s	numeric	698 unique values 0 missing
nCsp3	numeric	35 unique values 0 missing
SdssS	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	709 unique values 0 missing
AMW	numeric	1299 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3v	numeric	515 unique values 0 missing
nCt	numeric	8 unique values 0 missing
SdsssP	numeric	14 unique values 0 missing
SpMin4_Bh.s.	numeric	784 unique values 0 missing
ARR	numeric	262 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS4e	numeric	962 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Se	numeric	1693 unique values 0 missing
SpMin4_Bh.v.	numeric	701 unique values 0 missing
ATS1e	numeric	1032 unique values 0 missing
CATS2D_08_LL	numeric	40 unique values 0 missing
GATS4i	numeric	514 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
Si	numeric	1731 unique values 0 missing
SpMin5_Bh.e.	numeric	848 unique values 0 missing
ATS1i	numeric	1038 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	587 unique values 0 missing
nDB	numeric	10 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	832 unique values 0 missing
ATS1m	numeric	959 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4p	numeric	546 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC0	numeric	233 unique values 0 missing
SpMin5_Bh.m.	numeric	799 unique values 0 missing
ATS1p	numeric	1062 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4s	numeric	1000 unique values 0 missing
NddsN	numeric	4 unique values 0 missing
SIC1	numeric	379 unique values 0 missing
SpMin5_Bh.p.	numeric	793 unique values 0 missing
ATS1s	numeric	1045 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4v	numeric	497 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SIC2	numeric	370 unique values 0 missing
SpMin5_Bh.s.	numeric	820 unique values 0 missing
ATS1v	numeric	1026 unique values 0 missing
CATS2D_09_AL	numeric	22 unique values 0 missing
GATS5e	numeric	1057 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SIC3	numeric	336 unique values 0 missing
SpMin5_Bh.v.	numeric	795 unique values 0 missing
ATS2e	numeric	1124 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	555 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SIC4	numeric	333 unique values 0 missing
SpMin6_Bh.e.	numeric	840 unique values 0 missing
ATS2i	numeric	1129 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5m	numeric	659 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SIC5	numeric	323 unique values 0 missing
SpMin6_Bh.i.	numeric	822 unique values 0 missing
ATS2m	numeric	1068 unique values 0 missing
CATS2D_09_DA	numeric	6 unique values 0 missing
GATS5p	numeric	613 unique values 0 missing
NdsCH	numeric	8 unique values 0 missing
SM02_AEA.bo.	numeric	615 unique values 0 missing
SpMin6_Bh.m.	numeric	862 unique values 0 missing
ATS2p	numeric	1120 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5s	numeric	1094 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_AEA.dm.	numeric	1063 unique values 0 missing
SpMin6_Bh.p.	numeric	868 unique values 0 missing
ATS2s	numeric	1139 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	571 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM02_AEA.ed.	numeric	321 unique values 0 missing
SpMin6_Bh.s.	numeric	816 unique values 0 missing
ATS2v	numeric	1116 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	1140 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1448 unique values 0 missing
SpMin6_Bh.v.	numeric	848 unique values 0 missing
ATS3e	numeric	1248 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6i	numeric	604 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA	numeric	93 unique values 0 missing
SpMin7_Bh.e.	numeric	888 unique values 0 missing
ATS3i	numeric	1235 unique values 0 missing
CATS2D_09_LL	numeric	41 unique values 0 missing
GATS6m	numeric	730 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	365 unique values 0 missing
SpMin7_Bh.i.	numeric	879 unique values 0 missing
ATS3m	numeric	1206 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	672 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	634 unique values 0 missing
SpMin7_Bh.m.	numeric	916 unique values 0 missing
ATS3p	numeric	1255 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	1168 unique values 0 missing
nF	numeric	9 unique values 0 missing
SM02_EA.ed.	numeric	634 unique values 0 missing
SpMin7_Bh.p.	numeric	908 unique values 0 missing
ATS3s	numeric	1133 unique values 0 missing
CATS2D_09_PP	numeric	3 unique values 0 missing
GATS6v	numeric	604 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM02_EA.ri.	numeric	1035 unique values 0 missing
SpMin7_Bh.s.	numeric	767 unique values 0 missing
ATS3v	numeric	1220 unique values 0 missing
CENT	numeric	1392 unique values 0 missing
GATS7e	numeric	1102 unique values 0 missing
nH	numeric	69 unique values 0 missing
SM03_AEA.bo.	numeric	936 unique values 0 missing
SpMin7_Bh.v.	numeric	920 unique values 0 missing
ATS4e	numeric	1306 unique values 0 missing
Chi0_AEA.bo.	numeric	1448 unique values 0 missing
GATS7i	numeric	598 unique values 0 missing
nHAcc	numeric	14 unique values 0 missing
SM03_AEA.dm.	numeric	1082 unique values 0 missing
SpMin8_Bh.e.	numeric	898 unique values 0 missing
ATS4i	numeric	1304 unique values 0 missing
Chi0_AEA.dm.	numeric	1448 unique values 0 missing
GATS7m	numeric	717 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM03_AEA.ed.	numeric	892 unique values 0 missing
SpMin8_Bh.i.	numeric	863 unique values 0 missing
ATS4m	numeric	1287 unique values 0 missing
Chi0_AEA.ed.	numeric	1448 unique values 0 missing
GATS7p	numeric	597 unique values 0 missing
nHet	numeric	16 unique values 0 missing
SM03_AEA.ri.	numeric	1400 unique values 0 missing
SpMin8_Bh.m.	numeric	930 unique values 0 missing
ATS4p	numeric	1353 unique values 0 missing
Chi0_AEA.ri.	numeric	1448 unique values 0 missing
GATS7s	numeric	1196 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM03_EA	numeric	37 unique values 0 missing
SpMin8_Bh.p.	numeric	926 unique values 0 missing
ATS4s	numeric	1262 unique values 0 missing
Chi0_EA	numeric	1448 unique values 0 missing
GATS7v	numeric	546 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.bo.	numeric	149 unique values 0 missing
SpMin8_Bh.s.	numeric	753 unique values 0 missing
ATS4v	numeric	1327 unique values 0 missing
Chi0_EA.bo.	numeric	1820 unique values 0 missing
GATS8e	numeric	1181 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	162 unique values 0 missing
SpMin8_Bh.v.	numeric	914 unique values 0 missing
ATS5e	numeric	1409 unique values 0 missing
Chi0_EA.dm.	numeric	1627 unique values 0 missing
GATS8i	numeric	634 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	600 unique values 0 missing
SRW02	numeric	63 unique values 0 missing
ATS5i	numeric	1388 unique values 0 missing
Chi0_EA.ed.	numeric	1831 unique values 0 missing
GATS8m	numeric	801 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	801 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS5m	numeric	1366 unique values 0 missing
Chi0_EA.ri.	numeric	2124 unique values 0 missing
GATS8p	numeric	663 unique values 0 missing
nN	numeric	8 unique values 0 missing
SM04_AEA.bo.	numeric	1055 unique values 0 missing
SRW04	numeric	211 unique values 0 missing
ATS5p	numeric	1423 unique values 0 missing
Chi1_AEA.bo.	numeric	1725 unique values 0 missing
GATS8s	numeric	1289 unique values 0 missing
nN.	numeric	4 unique values 0 missing
SM04_AEA.dm.	numeric	1028 unique values 0 missing
SRW05	numeric	10 unique values 0 missing
ATS5s	numeric	1318 unique values 0 missing
Chi1_AEA.dm.	numeric	1725 unique values 0 missing
GATS8v	numeric	604 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	1094 unique values 0 missing
SRW06	numeric	714 unique values 0 missing
ATS5v	numeric	1390 unique values 0 missing
Chi1_AEA.ed.	numeric	1725 unique values 0 missing
GGI1	numeric	31 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1352 unique values 0 missing
SRW07	numeric	36 unique values 0 missing
ATS6e	numeric	1456 unique values 0 missing
Chi1_AEA.ri.	numeric	1725 unique values 0 missing
GGI10	numeric	311 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA	numeric	408 unique values 0 missing
SRW08	numeric	1087 unique values 0 missing
ATS6i	numeric	1429 unique values 0 missing
Chi1_EA	numeric	1725 unique values 0 missing
GGI2	numeric	61 unique values 0 missing
nNq	numeric	4 unique values 0 missing
SM04_EA.bo.	numeric	1094 unique values 0 missing
SRW09	numeric	108 unique values 0 missing
ATS6m	numeric	1425 unique values 0 missing
Chi1_EA.bo.	numeric	1934 unique values 0 missing
GGI3	numeric	371 unique values 0 missing
NNRS	numeric	22 unique values 0 missing
SM04_EA.dm.	numeric	699 unique values 0 missing
SRW10	numeric	1147 unique values 0 missing
ATS6p	numeric	1484 unique values 0 missing
Chi1_EA.dm.	numeric	1830 unique values 0 missing
GGI4	numeric	867 unique values 0 missing
nO	numeric	11 unique values 0 missing
SM04_EA.ed.	numeric	1301 unique values 0 missing
SsBr	numeric	35 unique values 0 missing
ATS6s	numeric	1412 unique values 0 missing
Chi1_EA.ed.	numeric	1695 unique values 0 missing
GGI5	numeric	606 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM04_EA.ri.	numeric	1199 unique values 0 missing
SsCH3	numeric	1475 unique values 0 missing
ATS6v	numeric	1430 unique values 0 missing
Chi1_EA.ri.	numeric	2184 unique values 0 missing
GGI6	numeric	722 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_AEA.bo.	numeric	1072 unique values 0 missing
SsCl	numeric	244 unique values 0 missing
ATS7e	numeric	1485 unique values 0 missing
CIC0	numeric	1182 unique values 0 missing
GGI7	numeric	614 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	1103 unique values 0 missing
SsF	numeric	182 unique values 0 missing
ATS7i	numeric	1498 unique values 0 missing
CIC1	numeric	1332 unique values 0 missing
GGI8	numeric	494 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1173 unique values 0 missing
SsI	numeric	4 unique values 0 missing
ATS7m	numeric	1435 unique values 0 missing
CIC2	numeric	1242 unique values 0 missing
GGI9	numeric	413 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1289 unique values 0 missing
SsNH2	numeric	185 unique values 0 missing
ATS7p	numeric	1488 unique values 0 missing
CIC3	numeric	1024 unique values 0 missing
GMTI	numeric	1920 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM05_EA	numeric	213 unique values 0 missing
SsOH	numeric	414 unique values 0 missing
ATS7s	numeric	1420 unique values 0 missing
CIC4	numeric	937 unique values 0 missing
GMTIV	numeric	2317 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1008 unique values 0 missing
SssCH2	numeric	1977 unique values 0 missing
ATS7v	numeric	1487 unique values 0 missing
CIC5	numeric	917 unique values 0 missing
GNar	numeric	399 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	303 unique values 0 missing
SssNH	numeric	906 unique values 0 missing
ATS8e	numeric	1491 unique values 0 missing
CID	numeric	888 unique values 0 missing
H.	numeric	278 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1235 unique values 0 missing
SssO	numeric	1011 unique values 0 missing
ATS8i	numeric	1448 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.046	numeric	37 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1140 unique values 0 missing
SssS	numeric	161 unique values 0 missing
ATS8m	numeric	1462 unique values 0 missing
Cl.089	numeric	7 unique values 0 missing
H.047	numeric	40 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	1141 unique values 0 missing
SsssCH	numeric	814 unique values 0 missing
ATS8p	numeric	1488 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.048	numeric	7 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1140 unique values 0 missing
SsssN	numeric	974 unique values 0 missing
ATS8s	numeric	1370 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nPyridines	numeric	5 unique values 0 missing
SM06_AEA.ed.	numeric	1210 unique values 0 missing
SssssC	numeric	400 unique values 0 missing
ATS8v	numeric	1464 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1340 unique values 0 missing
SssssN.	numeric	127 unique values 0 missing
ATSC1e	numeric	273 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_EA	numeric	1134 unique values 0 missing
SssssSi	numeric	4 unique values 0 missing
ATSC1i	numeric	913 unique values 0 missing
CSI	numeric	1150 unique values 0 missing
H.052	numeric	23 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	1256 unique values 0 missing
StCH	numeric	59 unique values 0 missing
ATSC1m	numeric	1835 unique values 0 missing
DBI	numeric	85 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	679 unique values 0 missing
StN	numeric	46 unique values 0 missing
ATSC1p	numeric	1686 unique values 0 missing
D.Dtr03	numeric	34 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1359 unique values 0 missing
StsC	numeric	103 unique values 0 missing
ATSC1s	numeric	2030 unique values 0 missing
D.Dtr04	numeric	6 unique values 0 missing
HDcpx	numeric	393 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM06_EA.ri.	numeric	1324 unique values 0 missing
Sv	numeric	1718 unique values 0 missing
ATSC1v	numeric	1751 unique values 0 missing
D.Dtr05	numeric	920 unique values 0 missing
HNar	numeric	378 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM07_AEA.bo.	numeric	1165 unique values 0 missing
TIC0	numeric	1611 unique values 0 missing
ATSC2e	numeric	634 unique values 0 missing
D.Dtr06	numeric	1826 unique values 0 missing
HVcpx	numeric	1236 unique values 0 missing
nR07	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	1174 unique values 0 missing
TIC1	numeric	1982 unique values 0 missing
ATSC2i	numeric	1241 unique values 0 missing
D.Dtr07	numeric	117 unique values 0 missing
Hy	numeric	626 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1267 unique values 0 missing
TIC2	numeric	2123 unique values 0 missing
ATSC2m	numeric	2011 unique values 0 missing
D.Dtr08	numeric	211 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_AEA.ri.	numeric	1383 unique values 0 missing
TIC3	numeric	1908 unique values 0 missing
ATSC2p	numeric	1918 unique values 0 missing
D.Dtr09	numeric	683 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR10	numeric	7 unique values 0 missing
SM07_EA	numeric	791 unique values 0 missing
TIC4	numeric	1733 unique values 0 missing
ATSC2s	numeric	2306 unique values 0 missing
D.Dtr10	numeric	735 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_EA.bo.	numeric	1201 unique values 0 missing
TIC5	numeric	1695 unique values 0 missing
ATSC2v	numeric	1983 unique values 0 missing
D.Dtr11	numeric	126 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	303 unique values 0 missing
TIE	numeric	2401 unique values 0 missing
ATSC3e	numeric	666 unique values 0 missing
D.Dtr12	numeric	215 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1351 unique values 0 missing
TPC	numeric	1247 unique values 0 missing
ATSC3i	numeric	1439 unique values 0 missing
DECC	numeric	1189 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1320 unique values 0 missing
TPSA.NO.	numeric	632 unique values 0 missing
ATSC3m	numeric	2223 unique values 0 missing
DELS	numeric	2347 unique values 0 missing
IAC	numeric	1611 unique values 0 missing
nRCN	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	1205 unique values 0 missing
TPSA.Tot.	numeric	685 unique values 0 missing
ATSC3p	numeric	2150 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	603 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	1157 unique values 0 missing
TRS	numeric	45 unique values 0 missing
ATSC3s	numeric	2382 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	1004 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1307 unique values 0 missing
TWC	numeric	1230 unique values 0 missing
ATSC3v	numeric	2176 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	1194 unique values 0 missing
nRCO	numeric	6 unique values 0 missing
SM08_AEA.ri.	numeric	1469 unique values 0 missing
Uc	numeric	38 unique values 0 missing
ATSC4e	numeric	837 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC3	numeric	1194 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA	numeric	1278 unique values 0 missing
Ui	numeric	38 unique values 0 missing
ATSC4i	numeric	1583 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	1184 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1296 unique values 0 missing
Uindex	numeric	1957 unique values 0 missing
ATSC4m	numeric	2376 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	1166 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	617 unique values 0 missing
UNIP	numeric	378 unique values 0 missing
ATSC4p	numeric	2275 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	954 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1415 unique values 0 missing
VAR	numeric	320 unique values 0 missing
ATSC4s	numeric	2396 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
IDDE	numeric	724 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1449 unique values 0 missing
Vindex	numeric	407 unique values 0 missing
ATSC4v	numeric	2306 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	707 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	652 unique values 0 missing
VvdwMG	numeric	1716 unique values 0 missing
ATSC5e	numeric	874 unique values 0 missing
DLS_cons	numeric	54 unique values 0 missing
IDE	numeric	1264 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1133 unique values 0 missing
VvdwZAZ	numeric	1792 unique values 0 missing
ATSC5i	numeric	1595 unique values 0 missing
Dz	numeric	373 unique values 0 missing
IDET	numeric	1992 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM09_AEA.ed.	numeric	1328 unique values 0 missing
Vx	numeric	1716 unique values 0 missing
ATSC5m	numeric	2367 unique values 0 missing
ECC	numeric	761 unique values 0 missing
IDM	numeric	1439 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM09_AEA.ri.	numeric	1459 unique values 0 missing
Wap	numeric	1764 unique values 0 missing
ATSC5p	numeric	2281 unique values 0 missing
Eig01_AEA.bo.	numeric	645 unique values 0 missing
IDMT	numeric	1992 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM09_EA	numeric	1214 unique values 0 missing
X.	numeric	93 unique values 0 missing
ATSC5s	numeric	2404 unique values 0 missing
Eig01_AEA.dm.	numeric	770 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1315 unique values 0 missing
X0	numeric	917 unique values 0 missing
ATSC5v	numeric	2305 unique values 0 missing
Eig01_AEA.ed.	numeric	717 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNHR	numeric	5 unique values 0 missing
SM09_EA.dm.	numeric	281 unique values 0 missing
X0A	numeric	130 unique values 0 missing
ATSC6e	numeric	893 unique values 0 missing
Eig01_AEA.ri.	numeric	705 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1371 unique values 0 missing
X0Av	numeric	224 unique values 0 missing
ATSC6i	numeric	1569 unique values 0 missing
Eig01_EA	numeric	652 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	1421 unique values 0 missing
X0sol	numeric	1084 unique values 0 missing
ATSC6m	numeric	2357 unique values 0 missing
Eig01_EA.bo.	numeric	728 unique values 0 missing
ISIZ	numeric	107 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	730 unique values 0 missing
X0v	numeric	1893 unique values 0 missing
ATSC6p	numeric	2291 unique values 0 missing
Eig01_EA.dm.	numeric	172 unique values 0 missing
IVDE	numeric	567 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM10_AEA.dm.	numeric	980 unique values 0 missing
X1	numeric	1452 unique values 0 missing
ATSC6s	numeric	2386 unique values 0 missing
Eig01_EA.ed.	numeric	980 unique values 0 missing
IVDM	numeric	691 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1329 unique values 0 missing
X1A	numeric	110 unique values 0 missing
ATSC6v	numeric	2331 unique values 0 missing
Eig01_EA.ri.	numeric	711 unique values 0 missing
JGI1	numeric	242 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM10_AEA.ri.	numeric	1450 unique values 0 missing
X1Av	numeric	201 unique values 0 missing
ATSC7e	numeric	843 unique values 0 missing
Eig02_AEA.bo.	numeric	775 unique values 0 missing
JGI10	numeric	21 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA	numeric	1380 unique values 0 missing
X1Kup	numeric	2050 unique values 0 missing
ATSC7i	numeric	1540 unique values 0 missing
Eig02_AEA.dm.	numeric	884 unique values 0 missing
JGI2	numeric	134 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	1356 unique values 0 missing
X1Mad	numeric	2039 unique values 0 missing
ATSC7m	numeric	2307 unique values 0 missing
Eig02_AEA.ed.	numeric	878 unique values 0 missing
JGI3	numeric	95 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	527 unique values 0 missing
X1MulPer	numeric	2069 unique values 0 missing
ATSC7p	numeric	2241 unique values 0 missing
Eig02_AEA.ri.	numeric	824 unique values 0 missing
JGI4	numeric	73 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1393 unique values 0 missing
X1Per	numeric	2022 unique values 0 missing
ATSC7s	numeric	2351 unique values 0 missing
Eig02_EA	numeric	730 unique values 0 missing
JGI5	numeric	58 unique values 0 missing
NsCH3	numeric	12 unique values 0 missing
SM10_EA.ri.	numeric	1537 unique values 0 missing
X1sol	numeric	1575 unique values 0 missing
ATSC7v	numeric	2262 unique values 0 missing
Eig02_EA.bo.	numeric	838 unique values 0 missing
JGI6	numeric	40 unique values 0 missing
NsCl	numeric	7 unique values 0 missing
SM11_AEA.bo.	numeric	855 unique values 0 missing
X1v	numeric	2038 unique values 0 missing
ATSC8e	numeric	799 unique values 0 missing
Eig02_EA.dm.	numeric	174 unique values 0 missing
JGI7	numeric	36 unique values 0 missing
NsF	numeric	9 unique values 0 missing
SM11_AEA.dm.	numeric	1183 unique values 0 missing
X2	numeric	1792 unique values 0 missing
ATSC8i	numeric	1509 unique values 0 missing
Eig02_EA.ed.	numeric	1183 unique values 0 missing
JGI8	numeric	27 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	1339 unique values 0 missing
X2A	numeric	124 unique values 0 missing
ATSC8m	numeric	2288 unique values 0 missing
Eig02_EA.ri.	numeric	811 unique values 0 missing
JGI9	numeric	24 unique values 0 missing
nSK	numeric	55 unique values 0 missing
SM11_AEA.ri.	numeric	728 unique values 0 missing
X2Av	numeric	179 unique values 0 missing
ATSC8p	numeric	2182 unique values 0 missing
Eig03_AEA.bo.	numeric	882 unique values 0 missing
JGT	numeric	479 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_EA	numeric	1301 unique values 0 missing
X2sol	numeric	1853 unique values 0 missing
ATSC8s	numeric	2294 unique values 0 missing
Eig03_AEA.dm.	numeric	988 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1350 unique values 0 missing
X2v	numeric	2106 unique values 0 missing
ATSC8v	numeric	2227 unique values 0 missing
Eig03_AEA.ed.	numeric	940 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	258 unique values 0 missing
X3	numeric	1825 unique values 0 missing
BAC	numeric	121 unique values 0 missing
Eig03_AEA.ri.	numeric	958 unique values 0 missing
LOC	numeric	823 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1353 unique values 0 missing
X3A	numeric	107 unique values 0 missing
BBI	numeric	93 unique values 0 missing
Eig03_EA	numeric	855 unique values 0 missing
LPRS	numeric	1992 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1517 unique values 0 missing
X3Av	numeric	132 unique values 0 missing
BIC0	numeric	213 unique values 0 missing
Eig03_EA.bo.	numeric	996 unique values 0 missing
MATS1e	numeric	374 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	911 unique values 0 missing
X3sol	numeric	1866 unique values 0 missing
BIC1	numeric	346 unique values 0 missing
Eig03_EA.dm.	numeric	151 unique values 0 missing
MATS1i	numeric	556 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
SM12_AEA.dm.	numeric	1254 unique values 0 missing
X3v	numeric	2080 unique values 0 missing
BIC2	numeric	345 unique values 0 missing
Eig03_EA.ed.	numeric	1254 unique values 0 missing
MATS1m	numeric	211 unique values 0 missing
NssCH2	numeric	25 unique values 0 missing
SM12_AEA.ed.	numeric	1366 unique values 0 missing
X4	numeric	1801 unique values 0 missing
BIC3	numeric	304 unique values 0 missing
Eig03_EA.ri.	numeric	951 unique values 0 missing
MATS1p	numeric	383 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM12_AEA.ri.	numeric	838 unique values 0 missing
X4A	numeric	90 unique values 0 missing
BIC4	numeric	295 unique values 0 missing
Eig04_AEA.bo.	numeric	937 unique values 0 missing
MATS1s	numeric	409 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM12_EA	numeric	1376 unique values 0 missing
X4Av	numeric	99 unique values 0 missing
BIC5	numeric	285 unique values 0 missing
Eig04_AEA.dm.	numeric	1063 unique values 0 missing
MATS1v	numeric	249 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1409 unique values 0 missing
X4sol	numeric	1861 unique values 0 missing
BID	numeric	312 unique values 0 missing
Eig04_AEA.ed.	numeric	1020 unique values 0 missing
MATS2e	numeric	602 unique values 0 missing
NsssCH	numeric	10 unique values 0 missing
SM12_EA.dm.	numeric	497 unique values 0 missing
X4v	numeric	2020 unique values 0 missing
BLI	numeric	467 unique values 0 missing
Eig04_AEA.ri.	numeric	1051 unique values 0 missing
MATS2i	numeric	590 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.ed.	numeric	1382 unique values 0 missing
X5	numeric	1810 unique values 0 missing
BLTA96	numeric	604 unique values 0 missing
Eig04_EA	numeric	911 unique values 0 missing
MATS2m	numeric	407 unique values 0 missing
NssssC	numeric	8 unique values 0 missing
SM12_EA.ri.	numeric	1623 unique values 0 missing
X5A	numeric	81 unique values 0 missing
BLTD48	numeric	578 unique values 0 missing
Eig04_EA.bo.	numeric	1065 unique values 0 missing
MATS2p	numeric	535 unique values 0 missing
NssssN.	numeric	4 unique values 0 missing
SM13_AEA.bo.	numeric	1019 unique values 0 missing
X5Av	numeric	75 unique values 0 missing
BLTF96	numeric	542 unique values 0 missing
Eig04_EA.dm.	numeric	123 unique values 0 missing
MATS2s	numeric	477 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1319 unique values 0 missing
X5sol	numeric	1852 unique values 0 missing
Br.091	numeric	3 unique values 0 missing
Eig04_EA.ed.	numeric	1319 unique values 0 missing
MATS2v	numeric	485 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	1337 unique values 0 missing
X5v	numeric	1869 unique values 0 missing
Br.092	numeric	2 unique values 0 missing
Eig04_EA.ri.	numeric	1065 unique values 0 missing
MATS3e	numeric	421 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	996 unique values 0 missing
Xindex	numeric	519 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.bo.	numeric	1024 unique values 0 missing
MATS3i	numeric	470 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA	numeric	1335 unique values 0 missing
XMOD	numeric	2118 unique values 0 missing
Br.095	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	1122 unique values 0 missing
MATS3m	numeric	456 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1395 unique values 0 missing
Xt	numeric	193 unique values 0 missing
C.	numeric	217 unique values 0 missing
Eig05_AEA.ed.	numeric	1103 unique values 0 missing
MATS3p	numeric	467 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	251 unique values 0 missing
Xu	numeric	1923 unique values 0 missing
C.001	numeric	10 unique values 0 missing
Eig05_AEA.ri.	numeric	1165 unique values 0 missing
MATS3s	numeric	434 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1362 unique values 0 missing
Yindex	numeric	856 unique values 0 missing
C.002	numeric	19 unique values 0 missing
Eig05_EA	numeric	1019 unique values 0 missing
MATS3v	numeric	473 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1525 unique values 0 missing
ZM1	numeric	141 unique values 0 missing
C.003	numeric	8 unique values 0 missing
Eig05_EA.bo.	numeric	1107 unique values 0 missing
MATS4e	numeric	522 unique values 0 missing
nX	numeric	10 unique values 0 missing
SM14_AEA.bo.	numeric	1040 unique values 0 missing
ZM1Kup	numeric	1897 unique values 0 missing
C.004	numeric	6 unique values 0 missing
Eig05_EA.dm.	numeric	106 unique values 0 missing
MATS4i	numeric	433 unique values 0 missing
O.	numeric	139 unique values 0 missing
SM14_AEA.dm.	numeric	1434 unique values 0 missing
ZM1Mad	numeric	1937 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig05_EA.ed.	numeric	1434 unique values 0 missing
MATS4m	numeric	491 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM14_AEA.ed.	numeric	1376 unique values 0 missing
ZM1MulPer	numeric	2314 unique values 0 missing
C.006	numeric	14 unique values 0 missing
Eig05_EA.ri.	numeric	1163 unique values 0 missing
MATS4p	numeric	458 unique values 0 missing
O.057	numeric	8 unique values 0 missing
SM14_AEA.ri.	numeric	1065 unique values 0 missing
ZM1Per	numeric	2282 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	1064 unique values 0 missing
MATS4s	numeric	520 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM14_EA	numeric	1405 unique values 0 missing
ZM1V	numeric	304 unique values 0 missing
C.008	numeric	7 unique values 0 missing
Eig06_AEA.dm.	numeric	1239 unique values 0 missing
MATS4v	numeric	464 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	1423 unique values 0 missing
ZM2	numeric	309 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	1152 unique values 0 missing
MATS5e	numeric	575 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	468 unique values 0 missing
ZM2Kup	numeric	2197 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	1202 unique values 0 missing
MATS5i	numeric	513 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1385 unique values 0 missing
ZM2Mad	numeric	2179 unique values 0 missing
C.011	numeric	5 unique values 0 missing
Eig06_EA	numeric	1040 unique values 0 missing
MATS5m	numeric	540 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	1624 unique values 0 missing
ZM2MulPer	numeric	2353 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1128 unique values 0 missing
MATS5p	numeric	540 unique values 0 missing
ON0	numeric	242 unique values 0 missing
SM15_AEA.bo.	numeric	1048 unique values 0 missing
ZM2Per	numeric	2322 unique values 0 missing
C.013	numeric	4 unique values 0 missing
Eig06_EA.dm.	numeric	76 unique values 0 missing
MATS5s	numeric	563 unique values 0 missing
ON0V	numeric	960 unique values 0 missing
SM15_AEA.dm.	numeric	1445 unique values 0 missing
ZM2V	numeric	528 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1445 unique values 0 missing
MATS5v	numeric	530 unique values 0 missing
ON1	numeric	544 unique values 0 missing
SM15_AEA.ed.	numeric	1344 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	1173 unique values 0 missing
MATS6e	numeric	636 unique values 0 missing
ON1V	numeric	1666 unique values 0 missing
SM15_AEA.ri.	numeric	1107 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig07_AEA.bo.	numeric	1057 unique values 0 missing
MATS6i	numeric	523 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA	numeric	1378 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig07_AEA.dm.	numeric	1262 unique values 0 missing
MATS6m	numeric	597 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	1410 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1188 unique values 0 missing
MATS6p	numeric	550 unique values 0 missing
PCD	numeric	1474 unique values 0 missing
SM15_EA.dm.	numeric	232 unique values 0 missing
C.019	numeric	5 unique values 0 missing
Eig07_AEA.ri.	numeric	1209 unique values 0 missing
MATS6s	numeric	629 unique values 0 missing
PCR	numeric	544 unique values 0 missing
SM15_EA.ed.	numeric	1339 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_EA	numeric	1048 unique values 0 missing
MATS6v	numeric	576 unique values 0 missing
PDI	numeric	267 unique values 0 missing
SM15_EA.ri.	numeric	1554 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1146 unique values 0 missing
MATS7e	numeric	639 unique values 0 missing
PHI	numeric	1729 unique values 0 missing
SMTI	numeric	1901 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	49 unique values 0 missing
MATS7i	numeric	507 unique values 0 missing
piID	numeric	1720 unique values 0 missing
SMTIV	numeric	2296 unique values 0 missing
C.024	numeric	21 unique values 0 missing
Eig07_EA.ed.	numeric	1448 unique values 0 missing
MATS7m	numeric	612 unique values 0 missing
piPC01	numeric	129 unique values 0 missing
SNar	numeric	364 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig07_EA.ri.	numeric	1184 unique values 0 missing
MATS7p	numeric	519 unique values 0 missing
piPC02	numeric	365 unique values 0 missing
Sp	numeric	1643 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.bo.	numeric	1107 unique values 0 missing
MATS7s	numeric	623 unique values 0 missing
piPC03	numeric	804 unique values 0 missing
SpAD_AEA.bo.	numeric	2091 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.dm.	numeric	1262 unique values 0 missing
MATS7v	numeric	532 unique values 0 missing
piPC04	numeric	1090 unique values 0 missing
SpAD_AEA.dm.	numeric	2322 unique values 0 missing
C.028	numeric	6 unique values 0 missing
Eig08_AEA.ed.	numeric	1135 unique values 0 missing
MATS8e	numeric	622 unique values 0 missing
piPC05	numeric	1269 unique values 0 missing
SpAD_AEA.ed.	numeric	1960 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1240 unique values 0 missing
MATS8i	numeric	585 unique values 0 missing
piPC06	numeric	1379 unique values 0 missing
SpAD_AEA.ri.	numeric	2326 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_EA	numeric	1063 unique values 0 missing
MATS8m	numeric	672 unique values 0 missing
piPC07	numeric	1433 unique values 0 missing
SpAD_EA	numeric	1960 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	1138 unique values 0 missing
MATS8p	numeric	574 unique values 0 missing
piPC08	numeric	1481 unique values 0 missing
SpAD_EA.bo.	numeric	2091 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	30 unique values 0 missing
MATS8s	numeric	635 unique values 0 missing
piPC09	numeric	1503 unique values 0 missing
SpAD_EA.dm.	numeric	744 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1400 unique values 0 missing
MATS8v	numeric	605 unique values 0 missing
piPC10	numeric	1506 unique values 0 missing
SpAD_EA.ed.	numeric	1985 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.ri.	numeric	1205 unique values 0 missing
MAXDN	numeric	1473 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpAD_EA.ri.	numeric	2310 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	1117 unique values 0 missing
MAXDP	numeric	1834 unique values 0 missing
Pol	numeric	108 unique values 0 missing
SpDiam_AEA.bo.	numeric	766 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	1283 unique values 0 missing
MCD	numeric	304 unique values 0 missing
Psi_e_0	numeric	2020 unique values 0 missing
SpDiam_AEA.dm.	numeric	803 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1063 unique values 0 missing
MDDD	numeric	1892 unique values 0 missing
Psi_e_0d	numeric	17 unique values 0 missing
SpDiam_AEA.ed.	numeric	1051 unique values 0 missing
C.038	numeric	6 unique values 0 missing
Eig09_AEA.ri.	numeric	1269 unique values 0 missing
Me	numeric	116 unique values 0 missing
Psi_e_1	numeric	1928 unique values 0 missing
SpDiam_AEA.ri.	numeric	821 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_EA	numeric	1082 unique values 0 missing
Mi	numeric	97 unique values 0 missing
Psi_e_1d	numeric	17 unique values 0 missing
SpDiam_EA	numeric	675 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_EA.bo.	numeric	1164 unique values 0 missing
MLOGP	numeric	1506 unique values 0 missing
Psi_e_1s	numeric	3 unique values 0 missing
SpDiam_EA.bo.	numeric	773 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	22 unique values 0 missing
MLOGP2	numeric	1693 unique values 0 missing
Psi_e_A	numeric	839 unique values 0 missing
SpDiam_EA.dm.	numeric	208 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1352 unique values 0 missing
Mp	numeric	200 unique values 0 missing
Psi_e_t	numeric	4 unique values 0 missing
SpDiam_EA.ed.	numeric	1129 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	1264 unique values 0 missing
MPC01	numeric	63 unique values 0 missing
Psi_i_0	numeric	1922 unique values 0 missing
SpDiam_EA.ri.	numeric	750 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	1163 unique values 0 missing
MPC02	numeric	93 unique values 0 missing
Psi_i_0d	numeric	24 unique values 0 missing
SPI	numeric	1800 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	1316 unique values 0 missing
MPC03	numeric	135 unique values 0 missing
Psi_i_1	numeric	2120 unique values 0 missing
SpMAD_AEA.bo.	numeric	293 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	1087 unique values 0 missing
MPC04	numeric	188 unique values 0 missing
Psi_i_1d	numeric	24 unique values 0 missing
SpMAD_AEA.dm.	numeric	355 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	1265 unique values 0 missing
MPC05	numeric	245 unique values 0 missing
Psi_i_1s	numeric	12 unique values 0 missing
SpMAD_AEA.ed.	numeric	361 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_EA	numeric	1028 unique values 0 missing
MPC06	numeric	282 unique values 0 missing
Psi_i_A	numeric	839 unique values 0 missing
SpMAD_AEA.ri.	numeric	281 unique values 0 missing
CATS2D_01_AL	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	1199 unique values 0 missing
MPC07	numeric	334 unique values 0 missing
Psi_i_s	numeric	884 unique values 0 missing
SpMAD_EA	numeric	274 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.dm.	numeric	16 unique values 0 missing
MPC08	numeric	389 unique values 0 missing
Psi_i_t	numeric	34 unique values 0 missing
SpMAD_EA.bo.	numeric	564 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	1289 unique values 0 missing
MPC09	numeric	418 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	560 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	1220 unique values 0 missing
MPC10	numeric	428 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2604

Number of instances (rows) of the dataset.

NumberOfFeatures

1416

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

1415

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.86

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-36.53

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.84

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

51.03

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

1.04

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.63

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

MaxStdDevOfNumericAtts

104871.96

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.11

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

93.04

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.58

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

122.57

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0.2

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

3.57

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

Dimensionality

0.54

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.45

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

3.08

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

160.72

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.66