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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL321

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: CHEMBL321 (TID: 12592), and it has 2615 rows and 1413 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).

1415 features

pXC50 (target)	numeric	886 unique values 0 missing
molecule_id (row identifier)	nominal	2615 unique values 0 missing
CATS2D_08_AL	numeric	29 unique values 0 missing
GATS2s	numeric	392 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SdS	numeric	5 unique values 0 missing
SpMin3_Bh.v.	numeric	462 unique values 0 missing
AAC	numeric	595 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2v	numeric	482 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdsCH	numeric	341 unique values 0 missing
SpMin4_Bh.e.	numeric	687 unique values 0 missing
AECC	numeric	1372 unique values 0 missing
CATS2D_08_AP	numeric	6 unique values 0 missing
GATS3e	numeric	613 unique values 0 missing
nCs	numeric	18 unique values 0 missing
SdsN	numeric	93 unique values 0 missing
SpMin4_Bh.i.	numeric	672 unique values 0 missing
ALOGP	numeric	1885 unique values 0 missing
CATS2D_08_DA	numeric	9 unique values 0 missing
GATS3i	numeric	611 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SdssC	numeric	1439 unique values 0 missing
SpMin4_Bh.m.	numeric	645 unique values 0 missing
ALOGP2	numeric	2167 unique values 0 missing
CATS2D_08_DD	numeric	7 unique values 0 missing
GATS3m	numeric	601 unique values 0 missing
nCsp2	numeric	39 unique values 0 missing
SdssS	numeric	10 unique values 0 missing
SpMin4_Bh.p.	numeric	591 unique values 0 missing
AMR	numeric	2288 unique values 0 missing
CATS2D_08_DL	numeric	25 unique values 0 missing
GATS3p	numeric	647 unique values 0 missing
nCsp3	numeric	29 unique values 0 missing
SdsssP	numeric	104 unique values 0 missing
SpMin4_Bh.s.	numeric	674 unique values 0 missing
AMW	numeric	1454 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3s	numeric	567 unique values 0 missing
nCt	numeric	6 unique values 0 missing
Se	numeric	1848 unique values 0 missing
SpMin4_Bh.v.	numeric	604 unique values 0 missing
ARR	numeric	226 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3v	numeric	413 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
Si	numeric	1881 unique values 0 missing
SpMin5_Bh.e.	numeric	735 unique values 0 missing
ATS1e	numeric	870 unique values 0 missing
CATS2D_08_LL	numeric	31 unique values 0 missing
GATS4e	numeric	780 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	753 unique values 0 missing
ATS1i	numeric	896 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4i	numeric	502 unique values 0 missing
nDB	numeric	12 unique values 0 missing
SIC0	numeric	213 unique values 0 missing
SpMin5_Bh.m.	numeric	678 unique values 0 missing
ATS1m	numeric	846 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4m	numeric	695 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC1	numeric	309 unique values 0 missing
SpMin5_Bh.p.	numeric	657 unique values 0 missing
ATS1p	numeric	859 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4p	numeric	620 unique values 0 missing
NddsN	numeric	4 unique values 0 missing
SIC2	numeric	268 unique values 0 missing
SpMin5_Bh.s.	numeric	752 unique values 0 missing
ATS1s	numeric	857 unique values 0 missing
CATS2D_08_PN	numeric	3 unique values 0 missing
GATS4s	numeric	857 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SIC3	numeric	242 unique values 0 missing
SpMin5_Bh.v.	numeric	652 unique values 0 missing
ATS1v	numeric	864 unique values 0 missing
CATS2D_09_AA	numeric	13 unique values 0 missing
GATS4v	numeric	453 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SIC4	numeric	219 unique values 0 missing
SpMin6_Bh.e.	numeric	705 unique values 0 missing
ATS2e	numeric	948 unique values 0 missing
CATS2D_09_AL	numeric	29 unique values 0 missing
GATS5e	numeric	784 unique values 0 missing
NdO	numeric	12 unique values 0 missing
SIC5	numeric	214 unique values 0 missing
SpMin6_Bh.i.	numeric	729 unique values 0 missing
ATS2i	numeric	968 unique values 0 missing
CATS2D_09_AN	numeric	5 unique values 0 missing
GATS5i	numeric	552 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	532 unique values 0 missing
SpMin6_Bh.m.	numeric	680 unique values 0 missing
ATS2m	numeric	916 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5m	numeric	720 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SM02_AEA.dm.	numeric	972 unique values 0 missing
SpMin6_Bh.p.	numeric	687 unique values 0 missing
ATS2p	numeric	911 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5p	numeric	635 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_AEA.ed.	numeric	285 unique values 0 missing
SpMin6_Bh.s.	numeric	694 unique values 0 missing
ATS2s	numeric	981 unique values 0 missing
CATS2D_09_DD	numeric	9 unique values 0 missing
GATS5s	numeric	871 unique values 0 missing
NdssC	numeric	10 unique values 0 missing
SM02_AEA.ri.	numeric	1356 unique values 0 missing
SpMin6_Bh.v.	numeric	675 unique values 0 missing
ATS2v	numeric	908 unique values 0 missing
CATS2D_09_DL	numeric	22 unique values 0 missing
GATS5v	numeric	425 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA	numeric	96 unique values 0 missing
SpMin7_Bh.e.	numeric	682 unique values 0 missing
ATS3e	numeric	1014 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS6e	numeric	959 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	353 unique values 0 missing
SpMin7_Bh.i.	numeric	696 unique values 0 missing
ATS3i	numeric	1057 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6i	numeric	535 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	740 unique values 0 missing
SpMin7_Bh.m.	numeric	718 unique values 0 missing
ATS3m	numeric	957 unique values 0 missing
CATS2D_09_LL	numeric	37 unique values 0 missing
GATS6m	numeric	659 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	572 unique values 0 missing
SpMin7_Bh.p.	numeric	710 unique values 0 missing
ATS3p	numeric	977 unique values 0 missing
CATS2D_09_NL	numeric	7 unique values 0 missing
GATS6p	numeric	582 unique values 0 missing
nF	numeric	8 unique values 0 missing
SM02_EA.ri.	numeric	918 unique values 0 missing
SpMin7_Bh.s.	numeric	707 unique values 0 missing
ATS3s	numeric	909 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6s	numeric	1009 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	783 unique values 0 missing
SpMin7_Bh.v.	numeric	721 unique values 0 missing
ATS3v	numeric	970 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6v	numeric	426 unique values 0 missing
nH	numeric	60 unique values 0 missing
SM03_AEA.dm.	numeric	944 unique values 0 missing
SpMin8_Bh.e.	numeric	685 unique values 0 missing
ATS4e	numeric	1095 unique values 0 missing
CENT	numeric	1476 unique values 0 missing
GATS7e	numeric	992 unique values 0 missing
nHAcc	numeric	23 unique values 0 missing
SM03_AEA.ed.	numeric	832 unique values 0 missing
SpMin8_Bh.i.	numeric	680 unique values 0 missing
ATS4i	numeric	1128 unique values 0 missing
Chi0_AEA.bo.	numeric	1485 unique values 0 missing
GATS7i	numeric	612 unique values 0 missing
nHDon	numeric	14 unique values 0 missing
SM03_AEA.ri.	numeric	1398 unique values 0 missing
SpMin8_Bh.m.	numeric	729 unique values 0 missing
ATS4m	numeric	1054 unique values 0 missing
Chi0_AEA.dm.	numeric	1485 unique values 0 missing
GATS7m	numeric	692 unique values 0 missing
nHet	numeric	26 unique values 0 missing
SM03_EA	numeric	32 unique values 0 missing
SpMin8_Bh.p.	numeric	720 unique values 0 missing
ATS4p	numeric	1080 unique values 0 missing
Chi0_AEA.ed.	numeric	1485 unique values 0 missing
GATS7p	numeric	623 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM03_EA.bo.	numeric	164 unique values 0 missing
SpMin8_Bh.s.	numeric	637 unique values 0 missing
ATS4s	numeric	1070 unique values 0 missing
Chi0_AEA.ri.	numeric	1485 unique values 0 missing
GATS7s	numeric	1048 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	211 unique values 0 missing
SpMin8_Bh.v.	numeric	734 unique values 0 missing
ATS4v	numeric	1057 unique values 0 missing
Chi0_EA	numeric	1485 unique values 0 missing
GATS7v	numeric	500 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	686 unique values 0 missing
SRW02	numeric	76 unique values 0 missing
ATS5e	numeric	1156 unique values 0 missing
Chi0_EA.bo.	numeric	1850 unique values 0 missing
GATS8e	numeric	1008 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	776 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS5i	numeric	1202 unique values 0 missing
Chi0_EA.dm.	numeric	1836 unique values 0 missing
GATS8i	numeric	578 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	881 unique values 0 missing
SRW04	numeric	206 unique values 0 missing
ATS5m	numeric	1149 unique values 0 missing
Chi0_EA.ed.	numeric	1826 unique values 0 missing
GATS8m	numeric	700 unique values 0 missing
nN	numeric	11 unique values 0 missing
SM04_AEA.dm.	numeric	873 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS5p	numeric	1150 unique values 0 missing
Chi0_EA.ri.	numeric	2187 unique values 0 missing
GATS8p	numeric	629 unique values 0 missing
nN.	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	971 unique values 0 missing
SRW06	numeric	617 unique values 0 missing
ATS5s	numeric	1105 unique values 0 missing
Chi1_AEA.bo.	numeric	1730 unique values 0 missing
GATS8s	numeric	1009 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1255 unique values 0 missing
SRW07	numeric	30 unique values 0 missing
ATS5v	numeric	1141 unique values 0 missing
Chi1_AEA.dm.	numeric	1730 unique values 0 missing
GATS8v	numeric	489 unique values 0 missing
nN.CO.2	numeric	5 unique values 0 missing
SM04_EA	numeric	354 unique values 0 missing
SRW08	numeric	914 unique values 0 missing
ATS6e	numeric	1253 unique values 0 missing
Chi1_AEA.ed.	numeric	1730 unique values 0 missing
GGI1	numeric	33 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	941 unique values 0 missing
SRW09	numeric	101 unique values 0 missing
ATS6i	numeric	1264 unique values 0 missing
Chi1_AEA.ri.	numeric	1730 unique values 0 missing
GGI10	numeric	373 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	824 unique values 0 missing
SRW10	numeric	977 unique values 0 missing
ATS6m	numeric	1215 unique values 0 missing
Chi1_EA	numeric	1730 unique values 0 missing
GGI2	numeric	79 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
SM04_EA.ed.	numeric	1216 unique values 0 missing
SsBr	numeric	88 unique values 0 missing
ATS6p	numeric	1203 unique values 0 missing
Chi1_EA.bo.	numeric	1921 unique values 0 missing
GGI3	numeric	349 unique values 0 missing
nO	numeric	19 unique values 0 missing
SM04_EA.ri.	numeric	991 unique values 0 missing
SsCH3	numeric	1388 unique values 0 missing
ATS6s	numeric	1234 unique values 0 missing
Chi1_EA.dm.	numeric	1957 unique values 0 missing
GGI4	numeric	868 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	913 unique values 0 missing
SsCl	numeric	152 unique values 0 missing
ATS6v	numeric	1201 unique values 0 missing
Chi1_EA.ed.	numeric	1649 unique values 0 missing
GGI5	numeric	627 unique values 0 missing
nOHs	numeric	5 unique values 0 missing
SM05_AEA.dm.	numeric	972 unique values 0 missing
SsF	numeric	302 unique values 0 missing
ATS7e	numeric	1299 unique values 0 missing
Chi1_EA.ri.	numeric	2223 unique values 0 missing
GGI6	numeric	875 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1052 unique values 0 missing
SsI	numeric	13 unique values 0 missing
ATS7i	numeric	1312 unique values 0 missing
CIC0	numeric	1107 unique values 0 missing
GGI7	numeric	712 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1184 unique values 0 missing
SsNH2	numeric	113 unique values 0 missing
ATS7m	numeric	1308 unique values 0 missing
CIC1	numeric	1166 unique values 0 missing
GGI8	numeric	639 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM05_EA	numeric	184 unique values 0 missing
SsOH	numeric	1308 unique values 0 missing
ATS7p	numeric	1295 unique values 0 missing
CIC2	numeric	1038 unique values 0 missing
GGI9	numeric	550 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1019 unique values 0 missing
SssCH2	numeric	1874 unique values 0 missing
ATS7s	numeric	1361 unique values 0 missing
CIC3	numeric	837 unique values 0 missing
GMTI	numeric	1958 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	383 unique values 0 missing
SsSH	numeric	98 unique values 0 missing
ATS7v	numeric	1291 unique values 0 missing
CIC4	numeric	758 unique values 0 missing
GMTIV	numeric	2340 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1275 unique values 0 missing
SssNH	numeric	1547 unique values 0 missing
ATS8e	numeric	1403 unique values 0 missing
CIC5	numeric	741 unique values 0 missing
GNar	numeric	361 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1030 unique values 0 missing
SssO	numeric	1158 unique values 0 missing
ATS8i	numeric	1402 unique values 0 missing
CID	numeric	758 unique values 0 missing
H.	numeric	243 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	961 unique values 0 missing
SssS	numeric	147 unique values 0 missing
ATS8m	numeric	1366 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	32 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	968 unique values 0 missing
SsssCH	numeric	1243 unique values 0 missing
ATS8p	numeric	1365 unique values 0 missing
Cl.090	numeric	4 unique values 0 missing
H.047	numeric	43 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1118 unique values 0 missing
SsssN	numeric	1197 unique values 0 missing
ATS8s	numeric	1398 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1196 unique values 0 missing
SssssC	numeric	652 unique values 0 missing
ATS8v	numeric	1368 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA	numeric	1043 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATSC1e	numeric	434 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	14 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	1139 unique values 0 missing
StCH	numeric	23 unique values 0 missing
ATSC1i	numeric	823 unique values 0 missing
CSI	numeric	1060 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	775 unique values 0 missing
StN	numeric	23 unique values 0 missing
ATSC1m	numeric	2018 unique values 0 missing
DBI	numeric	100 unique values 0 missing
H.052	numeric	19 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM06_EA.ed.	numeric	1346 unique values 0 missing
StsC	numeric	185 unique values 0 missing
ATSC1p	numeric	1748 unique values 0 missing
D.Dtr03	numeric	78 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nR06	numeric	10 unique values 0 missing
SM06_EA.ri.	numeric	1142 unique values 0 missing
Sv	numeric	1864 unique values 0 missing
ATSC1s	numeric	2275 unique values 0 missing
D.Dtr04	numeric	13 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	1022 unique values 0 missing
TIC0	numeric	1790 unique values 0 missing
ATSC1v	numeric	1855 unique values 0 missing
D.Dtr05	numeric	660 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	956 unique values 0 missing
TIC1	numeric	2134 unique values 0 missing
ATSC2e	numeric	855 unique values 0 missing
D.Dtr06	numeric	1943 unique values 0 missing
HDcpx	numeric	350 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1194 unique values 0 missing
TIC2	numeric	2114 unique values 0 missing
ATSC2i	numeric	1162 unique values 0 missing
D.Dtr07	numeric	151 unique values 0 missing
HNar	numeric	392 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM07_AEA.ri.	numeric	1183 unique values 0 missing
TIC3	numeric	1803 unique values 0 missing
ATSC2m	numeric	2197 unique values 0 missing
D.Dtr08	numeric	8 unique values 0 missing
HVcpx	numeric	964 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM07_EA	numeric	937 unique values 0 missing
TIC4	numeric	1623 unique values 0 missing
ATSC2p	numeric	2022 unique values 0 missing
D.Dtr09	numeric	287 unique values 0 missing
Hy	numeric	765 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1219 unique values 0 missing
TIC5	numeric	1597 unique values 0 missing
ATSC2s	numeric	2421 unique values 0 missing
D.Dtr10	numeric	338 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	411 unique values 0 missing
TIE	numeric	2453 unique values 0 missing
ATSC2v	numeric	2110 unique values 0 missing
D.Dtr11	numeric	52 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1373 unique values 0 missing
TPC	numeric	1206 unique values 0 missing
ATSC3e	numeric	966 unique values 0 missing
D.Dtr12	numeric	5 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1271 unique values 0 missing
TPSA.NO.	numeric	677 unique values 0 missing
ATSC3i	numeric	1280 unique values 0 missing
DECC	numeric	1096 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1093 unique values 0 missing
TPSA.Tot.	numeric	813 unique values 0 missing
ATSC3m	numeric	2317 unique values 0 missing
DELS	numeric	2432 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1000 unique values 0 missing
TRS	numeric	41 unique values 0 missing
ATSC3p	numeric	2152 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	1219 unique values 0 missing
TWC	numeric	1044 unique values 0 missing
ATSC3s	numeric	2444 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IAC	numeric	1790 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1169 unique values 0 missing
Uc	numeric	38 unique values 0 missing
ATSC3v	numeric	2248 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC0	numeric	595 unique values 0 missing
nRCONHR	numeric	6 unique values 0 missing
SM08_EA	numeric	1197 unique values 0 missing
Ui	numeric	38 unique values 0 missing
ATSC4e	numeric	1220 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC1	numeric	894 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1243 unique values 0 missing
Uindex	numeric	1976 unique values 0 missing
ATSC4i	numeric	1404 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC2	numeric	1109 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	658 unique values 0 missing
UNIP	numeric	299 unique values 0 missing
ATSC4m	numeric	2412 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC3	numeric	1039 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	1384 unique values 0 missing
VAR	numeric	323 unique values 0 missing
ATSC4p	numeric	2264 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC4	numeric	989 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1321 unique values 0 missing
Vindex	numeric	393 unique values 0 missing
ATSC4s	numeric	2472 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IC5	numeric	982 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	571 unique values 0 missing
VvdwMG	numeric	1785 unique values 0 missing
ATSC4v	numeric	2363 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ICR	numeric	837 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM09_AEA.dm.	numeric	1049 unique values 0 missing
VvdwZAZ	numeric	1947 unique values 0 missing
ATSC5e	numeric	1345 unique values 0 missing
DLS_cons	numeric	71 unique values 0 missing
IDDE	numeric	653 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1281 unique values 0 missing
Vx	numeric	1785 unique values 0 missing
ATSC5i	numeric	1449 unique values 0 missing
Dz	numeric	405 unique values 0 missing
IDDM	numeric	594 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM09_AEA.ri.	numeric	1230 unique values 0 missing
Wap	numeric	1862 unique values 0 missing
ATSC5m	numeric	2432 unique values 0 missing
ECC	numeric	646 unique values 0 missing
IDE	numeric	1021 unique values 0 missing
nRNHO	numeric	3 unique values 0 missing
SM09_EA	numeric	1237 unique values 0 missing
X.	numeric	98 unique values 0 missing
ATSC5p	numeric	2272 unique values 0 missing
Eig01_AEA.bo.	numeric	519 unique values 0 missing
IDET	numeric	2014 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	1300 unique values 0 missing
X0	numeric	899 unique values 0 missing
ATSC5s	numeric	2461 unique values 0 missing
Eig01_AEA.dm.	numeric	488 unique values 0 missing
IDM	numeric	1310 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	390 unique values 0 missing
X0A	numeric	126 unique values 0 missing
ATSC5v	numeric	2358 unique values 0 missing
Eig01_AEA.ed.	numeric	547 unique values 0 missing
IDMT	numeric	2022 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1361 unique values 0 missing
X0Av	numeric	191 unique values 0 missing
ATSC6e	numeric	1363 unique values 0 missing
Eig01_AEA.ri.	numeric	631 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM09_EA.ri.	numeric	1410 unique values 0 missing
X0sol	numeric	1221 unique values 0 missing
ATSC6i	numeric	1499 unique values 0 missing
Eig01_EA	numeric	571 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nROR	numeric	8 unique values 0 missing
SM10_AEA.bo.	numeric	710 unique values 0 missing
X0v	numeric	2053 unique values 0 missing
ATSC6m	numeric	2407 unique values 0 missing
Eig01_EA.bo.	numeric	500 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NRS	numeric	10 unique values 0 missing
SM10_AEA.dm.	numeric	787 unique values 0 missing
X1	numeric	1623 unique values 0 missing
ATSC6p	numeric	2285 unique values 0 missing
Eig01_EA.dm.	numeric	154 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1331 unique values 0 missing
X1A	numeric	78 unique values 0 missing
ATSC6s	numeric	2464 unique values 0 missing
Eig01_EA.ed.	numeric	787 unique values 0 missing
ISIZ	numeric	107 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	1288 unique values 0 missing
X1Av	numeric	195 unique values 0 missing
ATSC6v	numeric	2340 unique values 0 missing
Eig01_EA.ri.	numeric	644 unique values 0 missing
IVDE	numeric	447 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA	numeric	1325 unique values 0 missing
X1Kup	numeric	2071 unique values 0 missing
ATSC7e	numeric	1274 unique values 0 missing
Eig02_AEA.bo.	numeric	679 unique values 0 missing
IVDM	numeric	572 unique values 0 missing
NsCH3	numeric	11 unique values 0 missing
SM10_EA.bo.	numeric	1325 unique values 0 missing
X1Mad	numeric	2127 unique values 0 missing
ATSC7i	numeric	1515 unique values 0 missing
Eig02_AEA.dm.	numeric	640 unique values 0 missing
JGI1	numeric	195 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	569 unique values 0 missing
X1MulPer	numeric	2036 unique values 0 missing
ATSC7m	numeric	2405 unique values 0 missing
Eig02_AEA.ed.	numeric	807 unique values 0 missing
JGI10	numeric	16 unique values 0 missing
NsF	numeric	8 unique values 0 missing
SM10_EA.ed.	numeric	1338 unique values 0 missing
X1Per	numeric	1998 unique values 0 missing
ATSC7p	numeric	2308 unique values 0 missing
Eig02_AEA.ri.	numeric	773 unique values 0 missing
JGI2	numeric	110 unique values 0 missing
nSH	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	1466 unique values 0 missing
X1sol	numeric	1712 unique values 0 missing
ATSC7s	numeric	2461 unique values 0 missing
Eig02_EA	numeric	710 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	727 unique values 0 missing
X1v	numeric	2053 unique values 0 missing
ATSC7v	numeric	2349 unique values 0 missing
Eig02_EA.bo.	numeric	752 unique values 0 missing
JGI4	numeric	48 unique values 0 missing
nSK	numeric	70 unique values 0 missing
SM11_AEA.dm.	numeric	1121 unique values 0 missing
X2	numeric	1842 unique values 0 missing
ATSC8e	numeric	1287 unique values 0 missing
Eig02_EA.dm.	numeric	204 unique values 0 missing
JGI5	numeric	43 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM11_AEA.ed.	numeric	1319 unique values 0 missing
X2A	numeric	92 unique values 0 missing
ATSC8i	numeric	1488 unique values 0 missing
Eig02_EA.ed.	numeric	1121 unique values 0 missing
JGI6	numeric	34 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	500 unique values 0 missing
X2Av	numeric	159 unique values 0 missing
ATSC8m	numeric	2391 unique values 0 missing
Eig02_EA.ri.	numeric	703 unique values 0 missing
JGI7	numeric	29 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM11_EA	numeric	1341 unique values 0 missing
X2sol	numeric	1912 unique values 0 missing
ATSC8p	numeric	2300 unique values 0 missing
Eig03_AEA.bo.	numeric	701 unique values 0 missing
JGI8	numeric	26 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1335 unique values 0 missing
X2v	numeric	2119 unique values 0 missing
ATSC8s	numeric	2460 unique values 0 missing
Eig03_AEA.dm.	numeric	818 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	381 unique values 0 missing
X3	numeric	1797 unique values 0 missing
ATSC8v	numeric	2351 unique values 0 missing
Eig03_AEA.ed.	numeric	914 unique values 0 missing
JGT	numeric	349 unique values 0 missing
nSO3	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	1310 unique values 0 missing
X3A	numeric	73 unique values 0 missing
BAC	numeric	176 unique values 0 missing
Eig03_AEA.ri.	numeric	794 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsOH	numeric	11 unique values 0 missing
SM11_EA.ri.	numeric	1468 unique values 0 missing
X3Av	numeric	112 unique values 0 missing
BBI	numeric	96 unique values 0 missing
Eig03_EA	numeric	727 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NssCH2	numeric	25 unique values 0 missing
SM12_AEA.bo.	numeric	770 unique values 0 missing
X3sol	numeric	1899 unique values 0 missing
BIC0	numeric	198 unique values 0 missing
Eig03_EA.bo.	numeric	839 unique values 0 missing
LOC	numeric	924 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	1315 unique values 0 missing
X3v	numeric	2112 unique values 0 missing
BIC1	numeric	286 unique values 0 missing
Eig03_EA.dm.	numeric	212 unique values 0 missing
LPRS	numeric	2006 unique values 0 missing
NssNH	numeric	7 unique values 0 missing
SM12_AEA.ed.	numeric	1347 unique values 0 missing
X4	numeric	1810 unique values 0 missing
BIC2	numeric	251 unique values 0 missing
Eig03_EA.ed.	numeric	1315 unique values 0 missing
MATS1e	numeric	352 unique values 0 missing
NssO	numeric	10 unique values 0 missing
SM12_AEA.ri.	numeric	752 unique values 0 missing
X4A	numeric	64 unique values 0 missing
BIC3	numeric	213 unique values 0 missing
Eig03_EA.ri.	numeric	778 unique values 0 missing
MATS1i	numeric	471 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA	numeric	1379 unique values 0 missing
X4Av	numeric	96 unique values 0 missing
BIC4	numeric	195 unique values 0 missing
Eig04_AEA.bo.	numeric	739 unique values 0 missing
MATS1m	numeric	339 unique values 0 missing
NsssCH	numeric	12 unique values 0 missing
SM12_EA.bo.	numeric	1357 unique values 0 missing
X4sol	numeric	1883 unique values 0 missing
BIC5	numeric	202 unique values 0 missing
Eig04_AEA.dm.	numeric	849 unique values 0 missing
MATS1p	numeric	329 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	520 unique values 0 missing
X4v	numeric	1975 unique values 0 missing
BID	numeric	189 unique values 0 missing
Eig04_AEA.ed.	numeric	955 unique values 0 missing
MATS1s	numeric	263 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM12_EA.ed.	numeric	1303 unique values 0 missing
X5	numeric	1779 unique values 0 missing
BLI	numeric	454 unique values 0 missing
Eig04_AEA.ri.	numeric	847 unique values 0 missing
MATS1v	numeric	200 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1575 unique values 0 missing
X5A	numeric	57 unique values 0 missing
BLTA96	numeric	513 unique values 0 missing
Eig04_EA	numeric	770 unique values 0 missing
MATS2e	numeric	476 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	839 unique values 0 missing
X5Av	numeric	69 unique values 0 missing
BLTD48	numeric	494 unique values 0 missing
Eig04_EA.bo.	numeric	872 unique values 0 missing
MATS2i	numeric	543 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	1356 unique values 0 missing
X5sol	numeric	1835 unique values 0 missing
BLTF96	numeric	453 unique values 0 missing
Eig04_EA.dm.	numeric	205 unique values 0 missing
MATS2m	numeric	358 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1362 unique values 0 missing
X5v	numeric	1859 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_EA.ed.	numeric	1356 unique values 0 missing
MATS2p	numeric	488 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	839 unique values 0 missing
Xindex	numeric	497 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	847 unique values 0 missing
MATS2s	numeric	436 unique values 0 missing
nThiranes	numeric	2 unique values 0 missing
SM13_EA	numeric	1378 unique values 0 missing
XMOD	numeric	2277 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.bo.	numeric	821 unique values 0 missing
MATS2v	numeric	410 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1371 unique values 0 missing
Xt	numeric	190 unique values 0 missing
C.	numeric	210 unique values 0 missing
Eig05_AEA.dm.	numeric	877 unique values 0 missing
MATS3e	numeric	422 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	351 unique values 0 missing
Xu	numeric	1897 unique values 0 missing
C.001	numeric	10 unique values 0 missing
Eig05_AEA.ed.	numeric	942 unique values 0 missing
MATS3i	numeric	465 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1264 unique values 0 missing
Yindex	numeric	789 unique values 0 missing
C.002	numeric	17 unique values 0 missing
Eig05_AEA.ri.	numeric	945 unique values 0 missing
MATS3m	numeric	386 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1574 unique values 0 missing
ZM1	numeric	147 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig05_EA	numeric	839 unique values 0 missing
MATS3p	numeric	377 unique values 0 missing
nX	numeric	10 unique values 0 missing
SM14_AEA.bo.	numeric	911 unique values 0 missing
ZM1Kup	numeric	2113 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	929 unique values 0 missing
MATS3s	numeric	364 unique values 0 missing
O.	numeric	162 unique values 0 missing
SM14_AEA.dm.	numeric	1360 unique values 0 missing
ZM1Mad	numeric	2215 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_EA.dm.	numeric	193 unique values 0 missing
MATS3v	numeric	364 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM14_AEA.ed.	numeric	1357 unique values 0 missing
ZM1MulPer	numeric	2360 unique values 0 missing
C.006	numeric	19 unique values 0 missing
Eig05_EA.ed.	numeric	1360 unique values 0 missing
MATS4e	numeric	524 unique values 0 missing
O.057	numeric	9 unique values 0 missing
SM14_AEA.ri.	numeric	872 unique values 0 missing
ZM1Per	numeric	2318 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	915 unique values 0 missing
MATS4i	numeric	419 unique values 0 missing
O.058	numeric	11 unique values 0 missing
SM14_EA	numeric	1395 unique values 0 missing
ZM1V	numeric	346 unique values 0 missing
C.008	numeric	10 unique values 0 missing
Eig06_AEA.bo.	numeric	924 unique values 0 missing
MATS4m	numeric	482 unique values 0 missing
O.059	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	1334 unique values 0 missing
ZM2	numeric	278 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	984 unique values 0 missing
MATS4p	numeric	401 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	482 unique values 0 missing
ZM2Kup	numeric	2338 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1024 unique values 0 missing
MATS4s	numeric	516 unique values 0 missing
O.061	numeric	5 unique values 0 missing
SM14_EA.ed.	numeric	1236 unique values 0 missing
ZM2Mad	numeric	2323 unique values 0 missing
C.012	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	1011 unique values 0 missing
MATS4v	numeric	427 unique values 0 missing
ON0	numeric	263 unique values 0 missing
SM14_EA.ri.	numeric	1657 unique values 0 missing
ZM2MulPer	numeric	2366 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA	numeric	911 unique values 0 missing
MATS5e	numeric	528 unique values 0 missing
ON0V	numeric	909 unique values 0 missing
SM15_AEA.bo.	numeric	905 unique values 0 missing
ZM2Per	numeric	2342 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1002 unique values 0 missing
MATS5i	numeric	442 unique values 0 missing
ON1	numeric	581 unique values 0 missing
SM15_AEA.dm.	numeric	1396 unique values 0 missing
ZM2V	numeric	543 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	171 unique values 0 missing
MATS5m	numeric	490 unique values 0 missing
ON1V	numeric	1585 unique values 0 missing
SM15_AEA.ed.	numeric	1351 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig06_EA.ed.	numeric	1396 unique values 0 missing
MATS5p	numeric	438 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	929 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	995 unique values 0 missing
MATS5s	numeric	567 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA	numeric	1417 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	907 unique values 0 missing
MATS5v	numeric	410 unique values 0 missing
PCD	numeric	1466 unique values 0 missing
SM15_EA.bo.	numeric	1304 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1086 unique values 0 missing
MATS6e	numeric	629 unique values 0 missing
PCR	numeric	467 unique values 0 missing
SM15_EA.dm.	numeric	368 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	1073 unique values 0 missing
MATS6i	numeric	421 unique values 0 missing
PDI	numeric	211 unique values 0 missing
SM15_EA.ed.	numeric	1223 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	1020 unique values 0 missing
MATS6m	numeric	473 unique values 0 missing
PHI	numeric	1823 unique values 0 missing
SM15_EA.ri.	numeric	1652 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA	numeric	905 unique values 0 missing
MATS6p	numeric	415 unique values 0 missing
piID	numeric	1553 unique values 0 missing
SMTI	numeric	1953 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1030 unique values 0 missing
MATS6s	numeric	582 unique values 0 missing
piPC01	numeric	140 unique values 0 missing
SMTIV	numeric	2333 unique values 0 missing
C.024	numeric	23 unique values 0 missing
Eig07_EA.dm.	numeric	127 unique values 0 missing
MATS6v	numeric	396 unique values 0 missing
piPC02	numeric	353 unique values 0 missing
SNar	numeric	330 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig07_EA.ed.	numeric	1356 unique values 0 missing
MATS7e	numeric	642 unique values 0 missing
piPC03	numeric	680 unique values 0 missing
Sp	numeric	1730 unique values 0 missing
C.026	numeric	11 unique values 0 missing
Eig07_EA.ri.	numeric	1002 unique values 0 missing
MATS7i	numeric	474 unique values 0 missing
piPC04	numeric	987 unique values 0 missing
SpAD_AEA.bo.	numeric	2068 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.bo.	numeric	934 unique values 0 missing
MATS7m	numeric	558 unique values 0 missing
piPC05	numeric	1098 unique values 0 missing
SpAD_AEA.dm.	numeric	2349 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig08_AEA.dm.	numeric	1196 unique values 0 missing
MATS7p	numeric	489 unique values 0 missing
piPC06	numeric	1219 unique values 0 missing
SpAD_AEA.ed.	numeric	1967 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1135 unique values 0 missing
MATS7s	numeric	612 unique values 0 missing
piPC07	numeric	1336 unique values 0 missing
SpAD_AEA.ri.	numeric	2359 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	1051 unique values 0 missing
MATS7v	numeric	496 unique values 0 missing
piPC08	numeric	1396 unique values 0 missing
SpAD_EA	numeric	1973 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA	numeric	972 unique values 0 missing
MATS8e	numeric	689 unique values 0 missing
piPC09	numeric	1409 unique values 0 missing
SpAD_EA.bo.	numeric	2074 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	1058 unique values 0 missing
MATS8i	numeric	463 unique values 0 missing
piPC10	numeric	1440 unique values 0 missing
SpAD_EA.dm.	numeric	977 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	79 unique values 0 missing
MATS8m	numeric	567 unique values 0 missing
PJI2	numeric	29 unique values 0 missing
SpAD_EA.ed.	numeric	2012 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.ed.	numeric	1398 unique values 0 missing
MATS8p	numeric	454 unique values 0 missing
Pol	numeric	103 unique values 0 missing
SpAD_EA.ri.	numeric	2360 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1036 unique values 0 missing
MATS8s	numeric	621 unique values 0 missing
Psi_e_0	numeric	2124 unique values 0 missing
SpDiam_AEA.bo.	numeric	703 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	875 unique values 0 missing
MATS8v	numeric	497 unique values 0 missing
Psi_e_0d	numeric	13 unique values 0 missing
SpDiam_AEA.dm.	numeric	523 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	1187 unique values 0 missing
MAXDN	numeric	1504 unique values 0 missing
Psi_e_1	numeric	1890 unique values 0 missing
SpDiam_AEA.ed.	numeric	916 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1123 unique values 0 missing
MAXDP	numeric	1511 unique values 0 missing
Psi_e_1d	numeric	11 unique values 0 missing
SpDiam_AEA.ri.	numeric	800 unique values 0 missing
C.040	numeric	9 unique values 0 missing
Eig09_AEA.ri.	numeric	1030 unique values 0 missing
MCD	numeric	302 unique values 0 missing
Psi_e_1s	numeric	2 unique values 0 missing
SpDiam_EA	numeric	583 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig09_EA	numeric	944 unique values 0 missing
MDDD	numeric	1928 unique values 0 missing
Psi_e_A	numeric	820 unique values 0 missing
SpDiam_EA.bo.	numeric	519 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	984 unique values 0 missing
Me	numeric	119 unique values 0 missing
Psi_e_t	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	219 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	50 unique values 0 missing
Mi	numeric	97 unique values 0 missing
Psi_i_0	numeric	2086 unique values 0 missing
SpDiam_EA.ed.	numeric	1007 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	1255 unique values 0 missing
MLOGP	numeric	1540 unique values 0 missing
Psi_i_0d	numeric	15 unique values 0 missing
SpDiam_EA.ri.	numeric	658 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	1024 unique values 0 missing
MLOGP2	numeric	1772 unique values 0 missing
Psi_i_1	numeric	2159 unique values 0 missing
SPI	numeric	1912 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_AEA.bo.	numeric	896 unique values 0 missing
Mp	numeric	176 unique values 0 missing
Psi_i_1d	numeric	16 unique values 0 missing
SpMAD_AEA.bo.	numeric	196 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	1154 unique values 0 missing
MPC01	numeric	76 unique values 0 missing
Psi_i_1s	numeric	5 unique values 0 missing
SpMAD_AEA.dm.	numeric	316 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_AEA.ed.	numeric	1026 unique values 0 missing
MPC02	numeric	96 unique values 0 missing
Psi_i_A	numeric	820 unique values 0 missing
SpMAD_AEA.ed.	numeric	253 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_AEA.ri.	numeric	1033 unique values 0 missing
MPC03	numeric	121 unique values 0 missing
Psi_i_s	numeric	1103 unique values 0 missing
SpMAD_AEA.ri.	numeric	193 unique values 0 missing
CATS2D_01_AP	numeric	3 unique values 0 missing
Eig10_EA	numeric	873 unique values 0 missing
MPC04	numeric	156 unique values 0 missing
Psi_i_t	numeric	13 unique values 0 missing
SpMAD_EA	numeric	192 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	987 unique values 0 missing
MPC05	numeric	184 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.bo.	numeric	485 unique values 0 missing
CATS2D_01_DD	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	37 unique values 0 missing
MPC06	numeric	208 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	593 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	1184 unique values 0 missing
MPC07	numeric	234 unique values 0 missing
P_VSA_e_1	numeric	135 unique values 0 missing
SpMAD_EA.ed.	numeric	930 unique values 0 missing
CATS2D_01_LL	numeric	34 unique values 0 missing
Eig10_EA.ri.	numeric	1024 unique values 0 missing
MPC08	numeric	260 unique values 0 missing
P_VSA_e_2	numeric	2169 unique values 0 missing
SpMAD_EA.ri.	numeric	211 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2615

Number of instances (rows) of the dataset.

NumberOfFeatures

1415

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

1414

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal 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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

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.

Quartile2KurtosisOfNumericAtts

6.29

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

2.92

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.7

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

553.09

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.8

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

2615

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.21

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

47055.66

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

22.03

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

6.4

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-51.14

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

51.14

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

3.16

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

619186.89

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

2.3

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.52

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

0.15

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

92.81

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

140.27

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.86

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.34

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

Show all 62 properties