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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1844

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL1844 (TID: 12840), and it has 1608 rows and 1389 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).

1391 features

pXC50 (target)	numeric	280 unique values 0 missing
molecule_id (row identifier)	nominal	1608 unique values 0 missing
CATS2D_08_DL	numeric	12 unique values 0 missing
GATS3s	numeric	652 unique values 0 missing
nDB	numeric	8 unique values 0 missing
SM02_EA.ri.	numeric	765 unique values 0 missing
SpMin7_Bh.s.	numeric	531 unique values 0 missing
AAC	numeric	516 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3v	numeric	378 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	636 unique values 0 missing
SpMin7_Bh.v.	numeric	651 unique values 0 missing
AECC	numeric	938 unique values 0 missing
CATS2D_08_DP	numeric	6 unique values 0 missing
GATS4e	numeric	666 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	736 unique values 0 missing
SpMin8_Bh.e.	numeric	630 unique values 0 missing
ALOGP	numeric	1243 unique values 0 missing
CATS2D_08_LL	numeric	24 unique values 0 missing
GATS4i	numeric	459 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	640 unique values 0 missing
SpMin8_Bh.i.	numeric	600 unique values 0 missing
ALOGP2	numeric	1457 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
GATS4m	numeric	526 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1054 unique values 0 missing
SpMin8_Bh.m.	numeric	649 unique values 0 missing
AMR	numeric	1471 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4p	numeric	485 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM03_EA	numeric	22 unique values 0 missing
SpMin8_Bh.p.	numeric	658 unique values 0 missing
AMW	numeric	999 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4s	numeric	670 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	131 unique values 0 missing
SpMin8_Bh.s.	numeric	486 unique values 0 missing
ARR	numeric	224 unique values 0 missing
CATS2D_09_AA	numeric	6 unique values 0 missing
GATS4v	numeric	437 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_EA.dm.	numeric	75 unique values 0 missing
SpMin8_Bh.v.	numeric	635 unique values 0 missing
ATS1e	numeric	781 unique values 0 missing
CATS2D_09_AL	numeric	18 unique values 0 missing
GATS5e	numeric	758 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.ed.	numeric	410 unique values 0 missing
SRW02	numeric	45 unique values 0 missing
ATS1i	numeric	802 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	474 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM03_EA.ri.	numeric	745 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS1m	numeric	726 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5m	numeric	609 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	686 unique values 0 missing
SRW04	numeric	151 unique values 0 missing
ATS1p	numeric	744 unique values 0 missing
CATS2D_09_DA	numeric	7 unique values 0 missing
GATS5p	numeric	495 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	770 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS1s	numeric	738 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5s	numeric	857 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	716 unique values 0 missing
SRW06	numeric	495 unique values 0 missing
ATS1v	numeric	750 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	432 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1001 unique values 0 missing
SRW07	numeric	33 unique values 0 missing
ATS2e	numeric	818 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	803 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_EA	numeric	274 unique values 0 missing
SRW08	numeric	701 unique values 0 missing
ATS2i	numeric	842 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6i	numeric	536 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_EA.bo.	numeric	698 unique values 0 missing
SRW09	numeric	127 unique values 0 missing
ATS2m	numeric	753 unique values 0 missing
CATS2D_09_LL	numeric	24 unique values 0 missing
GATS6m	numeric	605 unique values 0 missing
nH	numeric	41 unique values 0 missing
SM04_EA.dm.	numeric	552 unique values 0 missing
SRW10	numeric	744 unique values 0 missing
ATS2p	numeric	786 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6p	numeric	508 unique values 0 missing
nHAcc	numeric	17 unique values 0 missing
SM04_EA.ed.	numeric	814 unique values 0 missing
SsBr	numeric	52 unique values 0 missing
ATS2s	numeric	864 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	866 unique values 0 missing
nHDon	numeric	10 unique values 0 missing
SM04_EA.ri.	numeric	813 unique values 0 missing
SsCH3	numeric	906 unique values 0 missing
ATS2v	numeric	786 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	442 unique values 0 missing
nHet	numeric	17 unique values 0 missing
SM05_AEA.bo.	numeric	679 unique values 0 missing
SsCl	numeric	255 unique values 0 missing
ATS3e	numeric	868 unique values 0 missing
CENT	numeric	989 unique values 0 missing
GATS7e	numeric	857 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.dm.	numeric	741 unique values 0 missing
SsF	numeric	338 unique values 0 missing
ATS3i	numeric	899 unique values 0 missing
Chi0_AEA.bo.	numeric	852 unique values 0 missing
GATS7i	numeric	534 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	759 unique values 0 missing
SsI	numeric	12 unique values 0 missing
ATS3m	numeric	806 unique values 0 missing
Chi0_AEA.dm.	numeric	852 unique values 0 missing
GATS7m	numeric	632 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.ri.	numeric	969 unique values 0 missing
SsNH2	numeric	438 unique values 0 missing
ATS3p	numeric	827 unique values 0 missing
Chi0_AEA.ed.	numeric	852 unique values 0 missing
GATS7p	numeric	537 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_EA	numeric	123 unique values 0 missing
SsOH	numeric	246 unique values 0 missing
ATS3s	numeric	829 unique values 0 missing
Chi0_AEA.ri.	numeric	852 unique values 0 missing
GATS7s	numeric	918 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	753 unique values 0 missing
SssCH2	numeric	914 unique values 0 missing
ATS3v	numeric	816 unique values 0 missing
Chi0_EA	numeric	852 unique values 0 missing
GATS7v	numeric	464 unique values 0 missing
nN	numeric	13 unique values 0 missing
SM05_EA.dm.	numeric	146 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS4e	numeric	925 unique values 0 missing
Chi0_EA.bo.	numeric	1164 unique values 0 missing
GATS8e	numeric	851 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	884 unique values 0 missing
SssNH	numeric	988 unique values 0 missing
ATS4i	numeric	920 unique values 0 missing
Chi0_EA.dm.	numeric	1252 unique values 0 missing
GATS8i	numeric	504 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	871 unique values 0 missing
SssO	numeric	520 unique values 0 missing
ATS4m	numeric	854 unique values 0 missing
Chi0_EA.ed.	numeric	1196 unique values 0 missing
GATS8m	numeric	651 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	727 unique values 0 missing
SssS	numeric	31 unique values 0 missing
ATS4p	numeric	887 unique values 0 missing
Chi0_EA.ri.	numeric	1441 unique values 0 missing
GATS8p	numeric	535 unique values 0 missing
NNRS	numeric	18 unique values 0 missing
SM06_AEA.dm.	numeric	767 unique values 0 missing
SsssCH	numeric	360 unique values 0 missing
ATS4s	numeric	893 unique values 0 missing
Chi1_AEA.bo.	numeric	1094 unique values 0 missing
GATS8s	numeric	900 unique values 0 missing
nO	numeric	9 unique values 0 missing
SM06_AEA.ed.	numeric	751 unique values 0 missing
SsssN	numeric	472 unique values 0 missing
ATS4v	numeric	879 unique values 0 missing
Chi1_AEA.dm.	numeric	1094 unique values 0 missing
GATS8v	numeric	482 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	899 unique values 0 missing
SssssC	numeric	206 unique values 0 missing
ATS5e	numeric	959 unique values 0 missing
Chi1_AEA.ed.	numeric	1094 unique values 0 missing
GGI1	numeric	26 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_EA	numeric	777 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATS5i	numeric	959 unique values 0 missing
Chi1_AEA.ri.	numeric	1094 unique values 0 missing
GGI10	numeric	294 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	786 unique values 0 missing
StN	numeric	159 unique values 0 missing
ATS5m	numeric	886 unique values 0 missing
Chi1_EA	numeric	1094 unique values 0 missing
GGI2	numeric	47 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	511 unique values 0 missing
StsC	numeric	167 unique values 0 missing
ATS5p	numeric	930 unique values 0 missing
Chi1_EA.bo.	numeric	1226 unique values 0 missing
GGI3	numeric	298 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	910 unique values 0 missing
Sv	numeric	1281 unique values 0 missing
ATS5s	numeric	914 unique values 0 missing
Chi1_EA.dm.	numeric	1281 unique values 0 missing
GGI4	numeric	816 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	861 unique values 0 missing
TIC0	numeric	1186 unique values 0 missing
ATS5v	numeric	922 unique values 0 missing
Chi1_EA.ed.	numeric	1131 unique values 0 missing
GGI5	numeric	542 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	741 unique values 0 missing
TIC1	numeric	1396 unique values 0 missing
ATS6e	numeric	977 unique values 0 missing
Chi1_EA.ri.	numeric	1464 unique values 0 missing
GGI6	numeric	680 unique values 0 missing
nP..O.R3.nPR5	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	770 unique values 0 missing
TIC2	numeric	1355 unique values 0 missing
ATS6i	numeric	980 unique values 0 missing
CIC0	numeric	883 unique values 0 missing
GGI7	numeric	583 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	827 unique values 0 missing
TIC3	numeric	1098 unique values 0 missing
ATS6m	numeric	938 unique values 0 missing
CIC1	numeric	912 unique values 0 missing
GGI8	numeric	497 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	919 unique values 0 missing
TIC4	numeric	1029 unique values 0 missing
ATS6p	numeric	957 unique values 0 missing
CIC2	numeric	794 unique values 0 missing
GGI9	numeric	399 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA	numeric	570 unique values 0 missing
TIC5	numeric	1019 unique values 0 missing
ATS6s	numeric	938 unique values 0 missing
CIC3	numeric	667 unique values 0 missing
GMTI	numeric	1272 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	849 unique values 0 missing
TIE	numeric	1573 unique values 0 missing
ATS6v	numeric	983 unique values 0 missing
CIC4	numeric	613 unique values 0 missing
GMTIV	numeric	1530 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	149 unique values 0 missing
TPC	numeric	915 unique values 0 missing
ATS7e	numeric	1024 unique values 0 missing
CIC5	numeric	593 unique values 0 missing
GNar	numeric	250 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	959 unique values 0 missing
TPSA.NO.	numeric	803 unique values 0 missing
ATS7i	numeric	1009 unique values 0 missing
CID	numeric	575 unique values 0 missing
H.	numeric	196 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	914 unique values 0 missing
TPSA.Tot.	numeric	852 unique values 0 missing
ATS7m	numeric	1005 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	16 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	733 unique values 0 missing
TRS	numeric	36 unique values 0 missing
ATS7p	numeric	1009 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	32 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	812 unique values 0 missing
TWC	numeric	777 unique values 0 missing
ATS7s	numeric	990 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	833 unique values 0 missing
Uc	numeric	30 unique values 0 missing
ATS7v	numeric	997 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_AEA.ri.	numeric	931 unique values 0 missing
Ui	numeric	30 unique values 0 missing
ATS8e	numeric	1080 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	10 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_EA	numeric	828 unique values 0 missing
Uindex	numeric	1266 unique values 0 missing
ATS8i	numeric	1061 unique values 0 missing
CSI	numeric	802 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	848 unique values 0 missing
UNIP	numeric	236 unique values 0 missing
ATS8m	numeric	1035 unique values 0 missing
DBI	numeric	54 unique values 0 missing
H.052	numeric	15 unique values 0 missing
nR09	numeric	7 unique values 0 missing
SM08_EA.dm.	numeric	437 unique values 0 missing
VAR	numeric	266 unique values 0 missing
ATS8p	numeric	1045 unique values 0 missing
D.Dtr03	numeric	34 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	983 unique values 0 missing
Vindex	numeric	252 unique values 0 missing
ATS8s	numeric	1036 unique values 0 missing
D.Dtr04	numeric	26 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.ri.	numeric	927 unique values 0 missing
VvdwMG	numeric	1165 unique values 0 missing
ATS8v	numeric	1062 unique values 0 missing
D.Dtr05	numeric	927 unique values 0 missing
HDcpx	numeric	298 unique values 0 missing
nR12	numeric	6 unique values 0 missing
SM09_AEA.bo.	numeric	451 unique values 0 missing
VvdwZAZ	numeric	1331 unique values 0 missing
ATSC1e	numeric	273 unique values 0 missing
D.Dtr06	numeric	1293 unique values 0 missing
HNar	numeric	240 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	801 unique values 0 missing
Vx	numeric	1165 unique values 0 missing
ATSC1i	numeric	702 unique values 0 missing
D.Dtr07	numeric	38 unique values 0 missing
HVcpx	numeric	824 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	865 unique values 0 missing
Wap	numeric	1182 unique values 0 missing
ATSC1m	numeric	1365 unique values 0 missing
D.Dtr08	numeric	61 unique values 0 missing
Hy	numeric	537 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	943 unique values 0 missing
X.	numeric	89 unique values 0 missing
ATSC1p	numeric	1222 unique values 0 missing
D.Dtr09	numeric	607 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_EA	numeric	858 unique values 0 missing
X0	numeric	464 unique values 0 missing
ATSC1s	numeric	1439 unique values 0 missing
D.Dtr10	numeric	374 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	923 unique values 0 missing
X0A	numeric	87 unique values 0 missing
ATSC1v	numeric	1285 unique values 0 missing
D.Dtr11	numeric	33 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	133 unique values 0 missing
X0Av	numeric	155 unique values 0 missing
ATSC2e	numeric	571 unique values 0 missing
D.Dtr12	numeric	39 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	987 unique values 0 missing
X0sol	numeric	691 unique values 0 missing
ATSC2i	numeric	922 unique values 0 missing
DECC	numeric	840 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	958 unique values 0 missing
X0v	numeric	1350 unique values 0 missing
ATSC2m	numeric	1428 unique values 0 missing
DELS	numeric	1554 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	567 unique values 0 missing
X1	numeric	892 unique values 0 missing
ATSC2p	numeric	1340 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1186 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	789 unique values 0 missing
X1A	numeric	58 unique values 0 missing
ATSC2s	numeric	1538 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	516 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	881 unique values 0 missing
X1Av	numeric	114 unique values 0 missing
ATSC2v	numeric	1391 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	767 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	968 unique values 0 missing
X1Kup	numeric	1374 unique values 0 missing
ATSC3e	numeric	692 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC2	numeric	849 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA	numeric	890 unique values 0 missing
X1Mad	numeric	1404 unique values 0 missing
ATSC3i	numeric	1004 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	768 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	924 unique values 0 missing
X1MulPer	numeric	1355 unique values 0 missing
ATSC3m	numeric	1502 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC4	numeric	738 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	358 unique values 0 missing
X1Per	numeric	1361 unique values 0 missing
ATSC3p	numeric	1441 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	743 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1026 unique values 0 missing
X1sol	numeric	1036 unique values 0 missing
ATSC3s	numeric	1557 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	640 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	1000 unique values 0 missing
X1v	numeric	1361 unique values 0 missing
ATSC3v	numeric	1462 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	451 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	630 unique values 0 missing
X2	numeric	1170 unique values 0 missing
ATSC4e	numeric	753 unique values 0 missing
DLS_cons	numeric	46 unique values 0 missing
IDDM	numeric	398 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	917 unique values 0 missing
X2A	numeric	64 unique values 0 missing
ATSC4i	numeric	1036 unique values 0 missing
Dz	numeric	316 unique values 0 missing
IDE	numeric	865 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	932 unique values 0 missing
X2Av	numeric	103 unique values 0 missing
ATSC4m	numeric	1551 unique values 0 missing
ECC	numeric	538 unique values 0 missing
IDET	numeric	1299 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	545 unique values 0 missing
X2sol	numeric	1178 unique values 0 missing
ATSC4p	numeric	1484 unique values 0 missing
Eig01_AEA.bo.	numeric	448 unique values 0 missing
IDM	numeric	987 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA	numeric	913 unique values 0 missing
X2v	numeric	1420 unique values 0 missing
ATSC4s	numeric	1573 unique values 0 missing
Eig01_AEA.dm.	numeric	553 unique values 0 missing
IDMT	numeric	1302 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	948 unique values 0 missing
X3	numeric	1187 unique values 0 missing
ATSC4v	numeric	1505 unique values 0 missing
Eig01_AEA.ed.	numeric	567 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	124 unique values 0 missing
X3A	numeric	58 unique values 0 missing
ATSC5e	numeric	783 unique values 0 missing
Eig01_AEA.ri.	numeric	477 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsCH3	numeric	9 unique values 0 missing
SM11_EA.ed.	numeric	1037 unique values 0 missing
X3Av	numeric	66 unique values 0 missing
ATSC5i	numeric	1058 unique values 0 missing
Eig01_EA	numeric	451 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ri.	numeric	1028 unique values 0 missing
X3sol	numeric	1214 unique values 0 missing
ATSC5m	numeric	1555 unique values 0 missing
Eig01_EA.bo.	numeric	545 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	700 unique values 0 missing
X3v	numeric	1347 unique values 0 missing
ATSC5p	numeric	1475 unique values 0 missing
Eig01_EA.dm.	numeric	108 unique values 0 missing
ISIZ	numeric	74 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	992 unique values 0 missing
X4	numeric	1197 unique values 0 missing
ATSC5s	numeric	1575 unique values 0 missing
Eig01_EA.ed.	numeric	789 unique values 0 missing
IVDE	numeric	331 unique values 0 missing
nSK	numeric	41 unique values 0 missing
SM12_AEA.ed.	numeric	932 unique values 0 missing
X4A	numeric	50 unique values 0 missing
ATSC5v	numeric	1508 unique values 0 missing
Eig01_EA.ri.	numeric	496 unique values 0 missing
IVDM	numeric	361 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM12_AEA.ri.	numeric	605 unique values 0 missing
X4Av	numeric	44 unique values 0 missing
ATSC6e	numeric	740 unique values 0 missing
Eig02_AEA.bo.	numeric	523 unique values 0 missing
JGI1	numeric	152 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA	numeric	947 unique values 0 missing
X4sol	numeric	1205 unique values 0 missing
ATSC6i	numeric	1068 unique values 0 missing
Eig02_AEA.dm.	numeric	657 unique values 0 missing
JGI10	numeric	21 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	955 unique values 0 missing
X4v	numeric	1266 unique values 0 missing
ATSC6m	numeric	1552 unique values 0 missing
Eig02_AEA.ed.	numeric	657 unique values 0 missing
JGI2	numeric	70 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	329 unique values 0 missing
X5	numeric	1185 unique values 0 missing
ATSC6p	numeric	1471 unique values 0 missing
Eig02_AEA.ri.	numeric	576 unique values 0 missing
JGI3	numeric	65 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.ed.	numeric	1052 unique values 0 missing
X5A	numeric	43 unique values 0 missing
ATSC6s	numeric	1575 unique values 0 missing
Eig02_EA	numeric	567 unique values 0 missing
JGI4	numeric	49 unique values 0 missing
NssCH2	numeric	15 unique values 0 missing
SM12_EA.ri.	numeric	1053 unique values 0 missing
X5Av	numeric	31 unique values 0 missing
ATSC6v	numeric	1512 unique values 0 missing
Eig02_EA.bo.	numeric	605 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	749 unique values 0 missing
X5sol	numeric	1185 unique values 0 missing
ATSC7e	numeric	742 unique values 0 missing
Eig02_EA.dm.	numeric	112 unique values 0 missing
JGI6	numeric	29 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	1052 unique values 0 missing
X5v	numeric	1181 unique values 0 missing
ATSC7i	numeric	1077 unique values 0 missing
Eig02_EA.ed.	numeric	917 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	936 unique values 0 missing
Xindex	numeric	323 unique values 0 missing
ATSC7m	numeric	1543 unique values 0 missing
Eig02_EA.ri.	numeric	572 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	681 unique values 0 missing
XMOD	numeric	1460 unique values 0 missing
ATSC7p	numeric	1492 unique values 0 missing
Eig03_AEA.bo.	numeric	618 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
SM13_EA	numeric	956 unique values 0 missing
Xt	numeric	136 unique values 0 missing
ATSC7s	numeric	1559 unique values 0 missing
Eig03_AEA.dm.	numeric	746 unique values 0 missing
JGT	numeric	290 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.bo.	numeric	970 unique values 0 missing
Xu	numeric	1262 unique values 0 missing
ATSC7v	numeric	1502 unique values 0 missing
Eig03_AEA.ed.	numeric	728 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.dm.	numeric	119 unique values 0 missing
Yindex	numeric	568 unique values 0 missing
ATSC8e	numeric	736 unique values 0 missing
Eig03_AEA.ri.	numeric	673 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1063 unique values 0 missing
ZM1	numeric	102 unique values 0 missing
ATSC8i	numeric	1067 unique values 0 missing
Eig03_EA	numeric	630 unique values 0 missing
LOC	numeric	494 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1079 unique values 0 missing
ZM1Kup	numeric	1415 unique values 0 missing
ATSC8m	numeric	1535 unique values 0 missing
Eig03_EA.bo.	numeric	681 unique values 0 missing
LPRS	numeric	1304 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	763 unique values 0 missing
ZM1Mad	numeric	1453 unique values 0 missing
ATSC8p	numeric	1470 unique values 0 missing
Eig03_EA.dm.	numeric	87 unique values 0 missing
MATS1e	numeric	339 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1059 unique values 0 missing
ZM1MulPer	numeric	1517 unique values 0 missing
ATSC8s	numeric	1551 unique values 0 missing
Eig03_EA.ed.	numeric	992 unique values 0 missing
MATS1i	numeric	508 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	960 unique values 0 missing
ZM1Per	numeric	1494 unique values 0 missing
ATSC8v	numeric	1500 unique values 0 missing
Eig03_EA.ri.	numeric	682 unique values 0 missing
MATS1m	numeric	183 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	765 unique values 0 missing
ZM1V	numeric	248 unique values 0 missing
BAC	numeric	88 unique values 0 missing
Eig04_AEA.bo.	numeric	680 unique values 0 missing
MATS1p	numeric	344 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA	numeric	950 unique values 0 missing
ZM2	numeric	218 unique values 0 missing
BBI	numeric	65 unique values 0 missing
Eig04_AEA.dm.	numeric	813 unique values 0 missing
MATS1s	numeric	313 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	980 unique values 0 missing
ZM2Kup	numeric	1484 unique values 0 missing
BIC0	numeric	173 unique values 0 missing
Eig04_AEA.ed.	numeric	792 unique values 0 missing
MATS1v	numeric	204 unique values 0 missing
O.	numeric	107 unique values 0 missing
SM14_EA.dm.	numeric	299 unique values 0 missing
ZM2Mad	numeric	1514 unique values 0 missing
BIC1	numeric	271 unique values 0 missing
Eig04_AEA.ri.	numeric	773 unique values 0 missing
MATS2e	numeric	543 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1073 unique values 0 missing
ZM2MulPer	numeric	1529 unique values 0 missing
BIC2	numeric	231 unique values 0 missing
Eig04_EA	numeric	700 unique values 0 missing
MATS2i	numeric	475 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	1105 unique values 0 missing
ZM2Per	numeric	1511 unique values 0 missing
BIC3	numeric	176 unique values 0 missing
Eig04_EA.bo.	numeric	765 unique values 0 missing
MATS2m	numeric	331 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.bo.	numeric	742 unique values 0 missing
ZM2V	numeric	419 unique values 0 missing
BIC4	numeric	171 unique values 0 missing
Eig04_EA.dm.	numeric	64 unique values 0 missing
MATS2p	numeric	422 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	1106 unique values 0 missing
BIC5	numeric	158 unique values 0 missing
Eig04_EA.ed.	numeric	1052 unique values 0 missing
MATS2s	numeric	451 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_AEA.ed.	numeric	981 unique values 0 missing
BID	numeric	160 unique values 0 missing
Eig04_EA.ri.	numeric	779 unique values 0 missing
MATS2v	numeric	411 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ri.	numeric	808 unique values 0 missing
BLI	numeric	289 unique values 0 missing
Eig05_AEA.bo.	numeric	726 unique values 0 missing
MATS3e	numeric	444 unique values 0 missing
ON0	numeric	176 unique values 0 missing
SM15_EA	numeric	977 unique values 0 missing
BLTA96	numeric	399 unique values 0 missing
Eig05_AEA.dm.	numeric	857 unique values 0 missing
MATS3i	numeric	425 unique values 0 missing
ON0V	numeric	885 unique values 0 missing
SM15_EA.bo.	numeric	986 unique values 0 missing
BLTD48	numeric	389 unique values 0 missing
Eig05_AEA.ed.	numeric	814 unique values 0 missing
MATS3m	numeric	381 unique values 0 missing
ON1	numeric	306 unique values 0 missing
SM15_EA.dm.	numeric	114 unique values 0 missing
BLTF96	numeric	355 unique values 0 missing
Eig05_AEA.ri.	numeric	832 unique values 0 missing
MATS3p	numeric	394 unique values 0 missing
ON1V	numeric	1142 unique values 0 missing
SM15_EA.ed.	numeric	1069 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_EA	numeric	749 unique values 0 missing
MATS3s	numeric	406 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	1124 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	808 unique values 0 missing
MATS3v	numeric	383 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	1276 unique values 0 missing
C.	numeric	158 unique values 0 missing
Eig05_EA.dm.	numeric	49 unique values 0 missing
MATS4e	numeric	497 unique values 0 missing
PCD	numeric	1047 unique values 0 missing
SMTIV	numeric	1511 unique values 0 missing
C.001	numeric	9 unique values 0 missing
Eig05_EA.ed.	numeric	1059 unique values 0 missing
MATS4i	numeric	403 unique values 0 missing
PCR	numeric	382 unique values 0 missing
SNar	numeric	208 unique values 0 missing
C.002	numeric	10 unique values 0 missing
Eig05_EA.ri.	numeric	853 unique values 0 missing
MATS4m	numeric	446 unique values 0 missing
PDI	numeric	201 unique values 0 missing
Sp	numeric	1200 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig06_AEA.bo.	numeric	747 unique values 0 missing
MATS4p	numeric	430 unique values 0 missing
PHI	numeric	1182 unique values 0 missing
SpAD_AEA.bo.	numeric	1319 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	903 unique values 0 missing
MATS4s	numeric	436 unique values 0 missing
piID	numeric	1145 unique values 0 missing
SpAD_AEA.dm.	numeric	1463 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig06_AEA.ed.	numeric	876 unique values 0 missing
MATS4v	numeric	448 unique values 0 missing
piPC01	numeric	108 unique values 0 missing
SpAD_AEA.ed.	numeric	1288 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig06_AEA.ri.	numeric	885 unique values 0 missing
MATS5e	numeric	472 unique values 0 missing
piPC02	numeric	294 unique values 0 missing
SpAD_AEA.ri.	numeric	1535 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_EA	numeric	763 unique values 0 missing
MATS5i	numeric	420 unique values 0 missing
piPC03	numeric	628 unique values 0 missing
SpAD_EA	numeric	1283 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	824 unique values 0 missing
MATS5m	numeric	465 unique values 0 missing
piPC04	numeric	731 unique values 0 missing
SpAD_EA.bo.	numeric	1322 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	32 unique values 0 missing
MATS5p	numeric	436 unique values 0 missing
piPC05	numeric	760 unique values 0 missing
SpAD_EA.dm.	numeric	562 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1106 unique values 0 missing
MATS5s	numeric	420 unique values 0 missing
piPC06	numeric	858 unique values 0 missing
SpAD_EA.ed.	numeric	1301 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	864 unique values 0 missing
MATS5v	numeric	451 unique values 0 missing
piPC07	numeric	937 unique values 0 missing
SpAD_EA.ri.	numeric	1538 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	752 unique values 0 missing
MATS6e	numeric	542 unique values 0 missing
piPC08	numeric	985 unique values 0 missing
SpDiam_AEA.bo.	numeric	546 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	889 unique values 0 missing
MATS6i	numeric	464 unique values 0 missing
piPC09	numeric	1016 unique values 0 missing
SpDiam_AEA.dm.	numeric	556 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	881 unique values 0 missing
MATS6m	numeric	451 unique values 0 missing
piPC10	numeric	1003 unique values 0 missing
SpDiam_AEA.ed.	numeric	710 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	859 unique values 0 missing
MATS6p	numeric	461 unique values 0 missing
PJI2	numeric	18 unique values 0 missing
SpDiam_AEA.ri.	numeric	513 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_EA	numeric	742 unique values 0 missing
MATS6s	numeric	504 unique values 0 missing
Pol	numeric	75 unique values 0 missing
SpDiam_EA	numeric	451 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_EA.bo.	numeric	813 unique values 0 missing
MATS6v	numeric	448 unique values 0 missing
Psi_e_0	numeric	1343 unique values 0 missing
SpDiam_EA.bo.	numeric	550 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	18 unique values 0 missing
MATS7e	numeric	589 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	125 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1053 unique values 0 missing
MATS7i	numeric	474 unique values 0 missing
Psi_e_1	numeric	1299 unique values 0 missing
SpDiam_EA.ed.	numeric	864 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	844 unique values 0 missing
MATS7m	numeric	513 unique values 0 missing
Psi_e_A	numeric	635 unique values 0 missing
SpDiam_EA.ri.	numeric	505 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	737 unique values 0 missing
MATS7p	numeric	471 unique values 0 missing
Psi_i_0	numeric	1382 unique values 0 missing
SPI	numeric	1227 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	869 unique values 0 missing
MATS7s	numeric	571 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpMAD_AEA.bo.	numeric	167 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig08_AEA.ed.	numeric	866 unique values 0 missing
MATS7v	numeric	479 unique values 0 missing
Psi_i_1	numeric	1418 unique values 0 missing
SpMAD_AEA.dm.	numeric	232 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.ri.	numeric	882 unique values 0 missing
MATS8e	numeric	593 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	199 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_EA	numeric	768 unique values 0 missing
MATS8i	numeric	490 unique values 0 missing
Psi_i_A	numeric	635 unique values 0 missing
SpMAD_AEA.ri.	numeric	159 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_EA.bo.	numeric	825 unique values 0 missing
MATS8m	numeric	555 unique values 0 missing
Psi_i_s	numeric	770 unique values 0 missing
SpMAD_EA	numeric	149 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA.dm.	numeric	13 unique values 0 missing
MATS8p	numeric	497 unique values 0 missing
Psi_i_t	numeric	17 unique values 0 missing
SpMAD_EA.bo.	numeric	397 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1054 unique values 0 missing
MATS8s	numeric	577 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	404 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	875 unique values 0 missing
MATS8v	numeric	487 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	658 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	760 unique values 0 missing
MAXDN	numeric	1033 unique values 0 missing
P_VSA_e_1	numeric	43 unique values 0 missing
SpMAD_EA.ri.	numeric	201 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	881 unique values 0 missing
MAXDP	numeric	1235 unique values 0 missing
P_VSA_e_2	numeric	1400 unique values 0 missing
SpMax1_Bh.e.	numeric	261 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	859 unique values 0 missing
MCD	numeric	223 unique values 0 missing
P_VSA_e_3	numeric	402 unique values 0 missing
SpMax1_Bh.i.	numeric	266 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	855 unique values 0 missing
MDDD	numeric	1241 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	385 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_EA	numeric	736 unique values 0 missing
Me	numeric	86 unique values 0 missing
P_VSA_e_5	numeric	134 unique values 0 missing
SpMax1_Bh.p.	numeric	311 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	845 unique values 0 missing
Mi	numeric	79 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	223 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	5 unique values 0 missing
MLOGP	numeric	1076 unique values 0 missing
P_VSA_i_1	numeric	24 unique values 0 missing
SpMax1_Bh.v.	numeric	282 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	1001 unique values 0 missing
MLOGP2	numeric	1230 unique values 0 missing
P_VSA_i_2	numeric	1398 unique values 0 missing
SpMax2_Bh.e.	numeric	327 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	844 unique values 0 missing
Mp	numeric	166 unique values 0 missing
P_VSA_i_3	numeric	737 unique values 0 missing
SpMax2_Bh.i.	numeric	321 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig10_AEA.bo.	numeric	780 unique values 0 missing
MPC01	numeric	45 unique values 0 missing
P_VSA_i_4	numeric	530 unique values 0 missing
SpMax2_Bh.m.	numeric	407 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	832 unique values 0 missing
MPC02	numeric	65 unique values 0 missing
P_VSA_LogP_1	numeric	71 unique values 0 missing
SpMax2_Bh.p.	numeric	365 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	799 unique values 0 missing
MPC03	numeric	87 unique values 0 missing
P_VSA_LogP_2	numeric	404 unique values 0 missing
SpMax2_Bh.s.	numeric	440 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.ri.	numeric	888 unique values 0 missing
MPC04	numeric	116 unique values 0 missing
P_VSA_LogP_3	numeric	234 unique values 0 missing
SpMax2_Bh.v.	numeric	348 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_EA	numeric	770 unique values 0 missing
MPC05	numeric	152 unique values 0 missing
P_VSA_LogP_4	numeric	563 unique values 0 missing
SpMax3_Bh.e.	numeric	508 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	819 unique values 0 missing
MPC06	numeric	184 unique values 0 missing
P_VSA_LogP_5	numeric	1115 unique values 0 missing
SpMax3_Bh.i.	numeric	473 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC07	numeric	224 unique values 0 missing
P_VSA_LogP_6	numeric	263 unique values 0 missing
SpMax3_Bh.m.	numeric	534 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	969 unique values 0 missing
MPC08	numeric	265 unique values 0 missing
P_VSA_LogP_7	numeric	117 unique values 0 missing
SpMax3_Bh.p.	numeric	553 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.ri.	numeric	854 unique values 0 missing
MPC09	numeric	312 unique values 0 missing
P_VSA_LogP_8	numeric	24 unique values 0 missing
SpMax3_Bh.s.	numeric	556 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	768 unique values 0 missing
MPC10	numeric	339 unique values 0 missing
P_VSA_m_1	numeric	41 unique values 0 missing
SpMax3_Bh.v.	numeric	548 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	840 unique values 0 missing
MSD	numeric	1167 unique values 0 missing
P_VSA_m_2	numeric	1417 unique values 0 missing
SpMax4_Bh.e.	numeric	673 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	781 unique values 0 missing
Mv	numeric	169 unique values 0 missing
P_VSA_m_3	numeric	211 unique values 0 missing
SpMax4_Bh.i.	numeric	652 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	857 unique values 0 missing
MW	numeric	1261 unique values 0 missing
P_VSA_m_4	numeric	34 unique values 0 missing
SpMax4_Bh.m.	numeric	681 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_EA	numeric	741 unique values 0 missing
MWC01	numeric	45 unique values 0 missing
P_VSA_m_5	numeric	5 unique values 0 missing
SpMax4_Bh.p.	numeric	719 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
Eig11_EA.bo.	numeric	843 unique values 0 missing
MWC02	numeric	102 unique values 0 missing
P_VSA_MR_1	numeric	105 unique values 0 missing
SpMax4_Bh.s.	numeric	660 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	6 unique values 0 missing
MWC03	numeric	218 unique values 0 missing
P_VSA_MR_2	numeric	282 unique values 0 missing
SpMax4_Bh.v.	numeric	709 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig11_EA.ed.	numeric	899 unique values 0 missing
MWC04	numeric	428 unique values 0 missing
P_VSA_MR_3	numeric	22 unique values 0 missing
SpMax5_Bh.e.	numeric	686 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig11_EA.ri.	numeric	867 unique values 0 missing
MWC05	numeric	687 unique values 0 missing
P_VSA_MR_4	numeric	3 unique values 0 missing
SpMax5_Bh.i.	numeric	664 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	770 unique values 0 missing
MWC06	numeric	739 unique values 0 missing
P_VSA_MR_5	numeric	1148 unique values 0 missing
SpMax5_Bh.m.	numeric	699 unique values 0 missing
CATS2D_02_AP	numeric	6 unique values 0 missing
Eig12_AEA.dm.	numeric	830 unique values 0 missing
MWC07	numeric	766 unique values 0 missing
P_VSA_MR_6	numeric	1237 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1608

Number of instances (rows) of the dataset.

NumberOfFeatures

1391

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

1390

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

0.87

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.91

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

2.22

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.63

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

102.35

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

0.33

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.98

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.4

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

MaxKurtosisOfNumericAtts

1608

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.92

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

35360.1

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

8.96

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.85

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-32.1

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

40.1

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

1.93

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

67365.35

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.6

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.29

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

0.19

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

51.24

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

111.6

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.51

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.04

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.18

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

Show all 62 properties