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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL245

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: CHEMBL245 (TID: 219), and it has 1584 rows and 1376 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).

1378 features

pXC50 (target)	numeric	784 unique values 0 missing
molecule_id (row identifier)	nominal	1584 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5p	numeric	499 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_EA	numeric	315 unique values 0 missing
SRW08	numeric	696 unique values 0 missing
AAC	numeric	471 unique values 0 missing
CATS2D_09_DA	numeric	6 unique values 0 missing
GATS5s	numeric	948 unique values 0 missing
nH	numeric	65 unique values 0 missing
SM04_EA.bo.	numeric	714 unique values 0 missing
SRW09	numeric	113 unique values 0 missing
AECC	numeric	821 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5v	numeric	464 unique values 0 missing
nHAcc	numeric	17 unique values 0 missing
SM04_EA.dm.	numeric	469 unique values 0 missing
SRW10	numeric	721 unique values 0 missing
ALOGP	numeric	1167 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS6e	numeric	916 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM04_EA.ed.	numeric	845 unique values 0 missing
SsBr	numeric	28 unique values 0 missing
ALOGP2	numeric	1302 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6i	numeric	478 unique values 0 missing
nHet	numeric	17 unique values 0 missing
SM04_EA.ri.	numeric	803 unique values 0 missing
SsCH3	numeric	869 unique values 0 missing
AMR	numeric	1319 unique values 0 missing
CATS2D_09_LL	numeric	35 unique values 0 missing
GATS6m	numeric	563 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.bo.	numeric	734 unique values 0 missing
SsCl	numeric	146 unique values 0 missing
AMW	numeric	858 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6p	numeric	467 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	591 unique values 0 missing
SsF	numeric	232 unique values 0 missing
ARR	numeric	160 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	971 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	782 unique values 0 missing
SsI	numeric	4 unique values 0 missing
ATS1e	numeric	674 unique values 0 missing
CENT	numeric	896 unique values 0 missing
GATS6v	numeric	416 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	665 unique values 0 missing
SsNH2	numeric	74 unique values 0 missing
ATS1i	numeric	688 unique values 0 missing
Chi0_AEA.bo.	numeric	850 unique values 0 missing
GATS7e	numeric	856 unique values 0 missing
nN	numeric	9 unique values 0 missing
SM05_EA	numeric	156 unique values 0 missing
SsOH	numeric	349 unique values 0 missing
ATS1m	numeric	673 unique values 0 missing
Chi0_AEA.dm.	numeric	850 unique values 0 missing
GATS7i	numeric	427 unique values 0 missing
nN.	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	670 unique values 0 missing
SssCH2	numeric	1338 unique values 0 missing
ATS1p	numeric	663 unique values 0 missing
Chi0_AEA.ed.	numeric	850 unique values 0 missing
GATS7m	numeric	540 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	220 unique values 0 missing
SssNH	numeric	534 unique values 0 missing
ATS1s	numeric	765 unique values 0 missing
Chi0_AEA.ri.	numeric	850 unique values 0 missing
GATS7p	numeric	468 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	795 unique values 0 missing
SssO	numeric	718 unique values 0 missing
ATS1v	numeric	681 unique values 0 missing
Chi0_EA	numeric	850 unique values 0 missing
GATS7s	numeric	933 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	825 unique values 0 missing
SssS	numeric	39 unique values 0 missing
ATS2e	numeric	704 unique values 0 missing
Chi0_EA.bo.	numeric	1044 unique values 0 missing
GATS7v	numeric	429 unique values 0 missing
nNq	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	752 unique values 0 missing
SsssCH	numeric	860 unique values 0 missing
ATS2i	numeric	726 unique values 0 missing
Chi0_EA.dm.	numeric	1014 unique values 0 missing
GATS8e	numeric	840 unique values 0 missing
NNRS	numeric	16 unique values 0 missing
SM06_AEA.dm.	numeric	622 unique values 0 missing
SsssN	numeric	793 unique values 0 missing
ATS2m	numeric	773 unique values 0 missing
Chi0_EA.ed.	numeric	1021 unique values 0 missing
GATS8i	numeric	472 unique values 0 missing
nO	numeric	13 unique values 0 missing
SM06_AEA.ed.	numeric	797 unique values 0 missing
SssssB.	numeric	2 unique values 0 missing
ATS2p	numeric	748 unique values 0 missing
Chi0_EA.ri.	numeric	1262 unique values 0 missing
GATS8m	numeric	527 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	683 unique values 0 missing
SssssC	numeric	524 unique values 0 missing
ATS2s	numeric	828 unique values 0 missing
Chi1_AEA.bo.	numeric	960 unique values 0 missing
GATS8p	numeric	481 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_EA	numeric	778 unique values 0 missing
SssssN.	numeric	255 unique values 0 missing
ATS2v	numeric	744 unique values 0 missing
Chi1_AEA.dm.	numeric	960 unique values 0 missing
GATS8s	numeric	860 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	830 unique values 0 missing
StCH	numeric	7 unique values 0 missing
ATS3e	numeric	802 unique values 0 missing
Chi1_AEA.ed.	numeric	960 unique values 0 missing
GATS8v	numeric	447 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	451 unique values 0 missing
StN	numeric	60 unique values 0 missing
ATS3i	numeric	805 unique values 0 missing
Chi1_AEA.ri.	numeric	960 unique values 0 missing
GGI1	numeric	29 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	827 unique values 0 missing
StsC	numeric	113 unique values 0 missing
ATS3m	numeric	812 unique values 0 missing
Chi1_EA	numeric	960 unique values 0 missing
GGI10	numeric	257 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	913 unique values 0 missing
Sv	numeric	1048 unique values 0 missing
ATS3p	numeric	793 unique values 0 missing
Chi1_EA.bo.	numeric	1122 unique values 0 missing
GGI2	numeric	65 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	783 unique values 0 missing
TIC0	numeric	994 unique values 0 missing
ATS3s	numeric	855 unique values 0 missing
Chi1_EA.dm.	numeric	1076 unique values 0 missing
GGI3	numeric	297 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	547 unique values 0 missing
TIC1	numeric	1238 unique values 0 missing
ATS3v	numeric	808 unique values 0 missing
Chi1_EA.ed.	numeric	998 unique values 0 missing
GGI4	numeric	667 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	835 unique values 0 missing
TIC2	numeric	1291 unique values 0 missing
ATS4e	numeric	841 unique values 0 missing
Chi1_EA.ri.	numeric	1296 unique values 0 missing
GGI5	numeric	501 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	728 unique values 0 missing
TIC3	numeric	1189 unique values 0 missing
ATS4i	numeric	838 unique values 0 missing
CIC0	numeric	758 unique values 0 missing
GGI6	numeric	583 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA	numeric	647 unique values 0 missing
TIC4	numeric	1084 unique values 0 missing
ATS4m	numeric	844 unique values 0 missing
CIC1	numeric	867 unique values 0 missing
GGI7	numeric	524 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_EA.bo.	numeric	769 unique values 0 missing
TIC5	numeric	1048 unique values 0 missing
ATS4p	numeric	843 unique values 0 missing
CIC2	numeric	907 unique values 0 missing
GGI8	numeric	452 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	215 unique values 0 missing
TIE	numeric	1441 unique values 0 missing
ATS4s	numeric	891 unique values 0 missing
CIC3	numeric	783 unique values 0 missing
GGI9	numeric	370 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	811 unique values 0 missing
TPC	numeric	778 unique values 0 missing
ATS4v	numeric	843 unique values 0 missing
CIC4	numeric	711 unique values 0 missing
GMTI	numeric	1071 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	924 unique values 0 missing
TPSA.NO.	numeric	351 unique values 0 missing
ATS5e	numeric	897 unique values 0 missing
CIC5	numeric	681 unique values 0 missing
GMTIV	numeric	1373 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	813 unique values 0 missing
TPSA.Tot.	numeric	415 unique values 0 missing
ATS5i	numeric	916 unique values 0 missing
CID	numeric	593 unique values 0 missing
GNar	numeric	273 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	572 unique values 0 missing
TRS	numeric	36 unique values 0 missing
ATS5m	numeric	868 unique values 0 missing
Cl.088	numeric	2 unique values 0 missing
H.	numeric	184 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM08_AEA.ed.	numeric	822 unique values 0 missing
TWC	numeric	762 unique values 0 missing
ATS5p	numeric	882 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	29 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM08_AEA.ri.	numeric	680 unique values 0 missing
Uc	numeric	34 unique values 0 missing
ATS5s	numeric	931 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	40 unique values 0 missing
nR07	numeric	6 unique values 0 missing
SM08_EA	numeric	835 unique values 0 missing
Ui	numeric	38 unique values 0 missing
ATS5v	numeric	867 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nR08	numeric	6 unique values 0 missing
SM08_EA.bo.	numeric	833 unique values 0 missing
Uindex	numeric	1079 unique values 0 missing
ATS6e	numeric	902 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_EA.dm.	numeric	410 unique values 0 missing
UNIP	numeric	283 unique values 0 missing
ATS6i	numeric	934 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR10	numeric	6 unique values 0 missing
SM08_EA.ed.	numeric	811 unique values 0 missing
VAR	numeric	288 unique values 0 missing
ATS6m	numeric	901 unique values 0 missing
CSI	numeric	757 unique values 0 missing
H.051	numeric	8 unique values 0 missing
nR11	numeric	6 unique values 0 missing
SM08_EA.ri.	numeric	984 unique values 0 missing
Vindex	numeric	273 unique values 0 missing
ATS6p	numeric	901 unique values 0 missing
DBI	numeric	81 unique values 0 missing
H.052	numeric	22 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	448 unique values 0 missing
VvdwMG	numeric	1042 unique values 0 missing
ATS6s	numeric	937 unique values 0 missing
D.Dtr03	numeric	58 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM09_AEA.dm.	numeric	562 unique values 0 missing
VvdwZAZ	numeric	1102 unique values 0 missing
ATS6v	numeric	897 unique values 0 missing
D.Dtr04	numeric	35 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	823 unique values 0 missing
Vx	numeric	1042 unique values 0 missing
ATS7e	numeric	904 unique values 0 missing
D.Dtr05	numeric	625 unique values 0 missing
HDcpx	numeric	305 unique values 0 missing
nRCN	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	648 unique values 0 missing
Wap	numeric	984 unique values 0 missing
ATS7i	numeric	910 unique values 0 missing
D.Dtr06	numeric	1070 unique values 0 missing
HNar	numeric	298 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_EA	numeric	805 unique values 0 missing
X.	numeric	66 unique values 0 missing
ATS7m	numeric	946 unique values 0 missing
D.Dtr07	numeric	195 unique values 0 missing
HVcpx	numeric	780 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	792 unique values 0 missing
X0	numeric	590 unique values 0 missing
ATS7p	numeric	913 unique values 0 missing
D.Dtr08	numeric	36 unique values 0 missing
Hy	numeric	458 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	207 unique values 0 missing
X0A	numeric	102 unique values 0 missing
ATS7s	numeric	940 unique values 0 missing
D.Dtr09	numeric	220 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	792 unique values 0 missing
X0Av	numeric	159 unique values 0 missing
ATS7v	numeric	915 unique values 0 missing
D.Dtr10	numeric	110 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	980 unique values 0 missing
X0sol	numeric	672 unique values 0 missing
ATS8e	numeric	929 unique values 0 missing
D.Dtr11	numeric	56 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	543 unique values 0 missing
X0v	numeric	1191 unique values 0 missing
ATS8i	numeric	927 unique values 0 missing
D.Dtr12	numeric	3 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	514 unique values 0 missing
X1	numeric	866 unique values 0 missing
ATS8m	numeric	967 unique values 0 missing
DECC	numeric	765 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	831 unique values 0 missing
X1A	numeric	79 unique values 0 missing
ATS8p	numeric	935 unique values 0 missing
DELS	numeric	1427 unique values 0 missing
IAC	numeric	994 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	656 unique values 0 missing
X1Av	numeric	131 unique values 0 missing
ATS8s	numeric	959 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	471 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM10_EA	numeric	841 unique values 0 missing
X1Kup	numeric	1278 unique values 0 missing
ATS8v	numeric	928 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	777 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	840 unique values 0 missing
X1Mad	numeric	1248 unique values 0 missing
ATSC1e	numeric	172 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	881 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	367 unique values 0 missing
X1MulPer	numeric	1264 unique values 0 missing
ATSC1i	numeric	644 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	846 unique values 0 missing
nRNHO	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	786 unique values 0 missing
X1Per	numeric	1250 unique values 0 missing
ATSC1m	numeric	1107 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC4	numeric	799 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM10_EA.ri.	numeric	1017 unique values 0 missing
X1sol	numeric	907 unique values 0 missing
ATSC1p	numeric	1059 unique values 0 missing
DLS_04	numeric	7 unique values 0 missing
IC5	numeric	793 unique values 0 missing
nRNR2	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	559 unique values 0 missing
X1v	numeric	1281 unique values 0 missing
ATSC1s	numeric	1302 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	628 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	663 unique values 0 missing
X2	numeric	1025 unique values 0 missing
ATSC1v	numeric	1084 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	546 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM11_AEA.ed.	numeric	824 unique values 0 missing
X2A	numeric	89 unique values 0 missing
ATSC2e	numeric	487 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	454 unique values 0 missing
nROR	numeric	7 unique values 0 missing
SM11_AEA.ri.	numeric	431 unique values 0 missing
X2Av	numeric	122 unique values 0 missing
ATSC2i	numeric	853 unique values 0 missing
DLS_cons	numeric	53 unique values 0 missing
IDE	numeric	794 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM11_EA	numeric	844 unique values 0 missing
X2sol	numeric	1041 unique values 0 missing
ATSC2m	numeric	1275 unique values 0 missing
Dz	numeric	292 unique values 0 missing
IDET	numeric	1089 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	836 unique values 0 missing
X2v	numeric	1305 unique values 0 missing
ATSC2p	numeric	1213 unique values 0 missing
ECC	numeric	527 unique values 0 missing
IDM	numeric	861 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	190 unique values 0 missing
X3	numeric	1027 unique values 0 missing
ATSC2s	numeric	1408 unique values 0 missing
Eig01_AEA.bo.	numeric	459 unique values 0 missing
IDMT	numeric	1092 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	770 unique values 0 missing
X3A	numeric	75 unique values 0 missing
ATSC2v	numeric	1251 unique values 0 missing
Eig01_AEA.dm.	numeric	494 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsCH3	numeric	9 unique values 0 missing
SM11_EA.ri.	numeric	1010 unique values 0 missing
X3Av	numeric	86 unique values 0 missing
ATSC3e	numeric	599 unique values 0 missing
Eig01_AEA.ed.	numeric	412 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM12_AEA.bo.	numeric	607 unique values 0 missing
X3sol	numeric	1033 unique values 0 missing
ATSC3i	numeric	982 unique values 0 missing
Eig01_AEA.ri.	numeric	466 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	768 unique values 0 missing
X3v	numeric	1291 unique values 0 missing
ATSC3m	numeric	1366 unique values 0 missing
Eig01_EA	numeric	448 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	823 unique values 0 missing
X4	numeric	1028 unique values 0 missing
ATSC3p	numeric	1334 unique values 0 missing
Eig01_EA.bo.	numeric	431 unique values 0 missing
ISIZ	numeric	101 unique values 0 missing
nSK	numeric	53 unique values 0 missing
SM12_AEA.ri.	numeric	525 unique values 0 missing
X4A	numeric	63 unique values 0 missing
ATSC3s	numeric	1434 unique values 0 missing
Eig01_EA.dm.	numeric	138 unique values 0 missing
IVDE	numeric	408 unique values 0 missing
NsNH2	numeric	2 unique values 0 missing
SM12_EA	numeric	856 unique values 0 missing
X4Av	numeric	63 unique values 0 missing
ATSC3v	numeric	1342 unique values 0 missing
Eig01_EA.ed.	numeric	514 unique values 0 missing
IVDM	numeric	483 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	860 unique values 0 missing
X4sol	numeric	1040 unique values 0 missing
ATSC4e	numeric	622 unique values 0 missing
Eig01_EA.ri.	numeric	459 unique values 0 missing
JGI1	numeric	174 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	341 unique values 0 missing
X4v	numeric	1265 unique values 0 missing
ATSC4i	numeric	1055 unique values 0 missing
Eig02_AEA.bo.	numeric	545 unique values 0 missing
JGI10	numeric	17 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	783 unique values 0 missing
X5	numeric	1014 unique values 0 missing
ATSC4m	numeric	1411 unique values 0 missing
Eig02_AEA.dm.	numeric	577 unique values 0 missing
JGI2	numeric	80 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM12_EA.ri.	numeric	1036 unique values 0 missing
X5A	numeric	55 unique values 0 missing
ATSC4p	numeric	1397 unique values 0 missing
Eig02_AEA.ed.	numeric	523 unique values 0 missing
JGI3	numeric	67 unique values 0 missing
NssCH2	numeric	24 unique values 0 missing
SM13_AEA.bo.	numeric	641 unique values 0 missing
X5Av	numeric	46 unique values 0 missing
ATSC4s	numeric	1436 unique values 0 missing
Eig02_AEA.ri.	numeric	582 unique values 0 missing
JGI4	numeric	53 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	775 unique values 0 missing
X5sol	numeric	1012 unique values 0 missing
ATSC4v	numeric	1391 unique values 0 missing
Eig02_EA	numeric	543 unique values 0 missing
JGI5	numeric	48 unique values 0 missing
NssO	numeric	10 unique values 0 missing
SM13_AEA.ed.	numeric	816 unique values 0 missing
X5v	numeric	1201 unique values 0 missing
ATSC5e	numeric	765 unique values 0 missing
Eig02_EA.bo.	numeric	525 unique values 0 missing
JGI6	numeric	38 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	590 unique values 0 missing
Xindex	numeric	330 unique values 0 missing
ATSC5i	numeric	1084 unique values 0 missing
Eig02_EA.dm.	numeric	110 unique values 0 missing
JGI7	numeric	27 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM13_EA	numeric	850 unique values 0 missing
XMOD	numeric	1259 unique values 0 missing
ATSC5m	numeric	1424 unique values 0 missing
Eig02_EA.ed.	numeric	663 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_EA.bo.	numeric	852 unique values 0 missing
Xt	numeric	149 unique values 0 missing
ATSC5p	numeric	1391 unique values 0 missing
Eig02_EA.ri.	numeric	572 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NssssB.	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	186 unique values 0 missing
Xu	numeric	1072 unique values 0 missing
ATSC5s	numeric	1437 unique values 0 missing
Eig03_AEA.bo.	numeric	595 unique values 0 missing
JGT	numeric	328 unique values 0 missing
NssssC	numeric	5 unique values 0 missing
SM13_EA.ed.	numeric	768 unique values 0 missing
Yindex	numeric	552 unique values 0 missing
ATSC5v	numeric	1408 unique values 0 missing
Eig03_AEA.dm.	numeric	666 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssssN.	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1010 unique values 0 missing
ZM1	numeric	122 unique values 0 missing
ATSC6e	numeric	748 unique values 0 missing
Eig03_AEA.ed.	numeric	565 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	645 unique values 0 missing
ZM1Kup	numeric	1164 unique values 0 missing
ATSC6i	numeric	1065 unique values 0 missing
Eig03_AEA.ri.	numeric	631 unique values 0 missing
LOC	numeric	466 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	791 unique values 0 missing
ZM1Mad	numeric	1212 unique values 0 missing
ATSC6m	numeric	1430 unique values 0 missing
Eig03_EA	numeric	559 unique values 0 missing
LPRS	numeric	1095 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	819 unique values 0 missing
ZM1MulPer	numeric	1383 unique values 0 missing
ATSC6p	numeric	1390 unique values 0 missing
Eig03_EA.bo.	numeric	590 unique values 0 missing
MATS1e	numeric	250 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	689 unique values 0 missing
ZM1Per	numeric	1369 unique values 0 missing
ATSC6s	numeric	1438 unique values 0 missing
Eig03_EA.dm.	numeric	97 unique values 0 missing
MATS1i	numeric	382 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_EA	numeric	883 unique values 0 missing
ZM1V	numeric	273 unique values 0 missing
ATSC6v	numeric	1393 unique values 0 missing
Eig03_EA.ed.	numeric	768 unique values 0 missing
MATS1m	numeric	162 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.bo.	numeric	854 unique values 0 missing
ZM2	numeric	242 unique values 0 missing
ATSC7e	numeric	649 unique values 0 missing
Eig03_EA.ri.	numeric	623 unique values 0 missing
MATS1p	numeric	277 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.dm.	numeric	316 unique values 0 missing
ZM2Kup	numeric	1330 unique values 0 missing
ATSC7i	numeric	1073 unique values 0 missing
Eig04_AEA.bo.	numeric	667 unique values 0 missing
MATS1s	numeric	308 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.ed.	numeric	769 unique values 0 missing
ZM2Mad	numeric	1296 unique values 0 missing
ATSC7m	numeric	1401 unique values 0 missing
Eig04_AEA.dm.	numeric	714 unique values 0 missing
MATS1v	numeric	177 unique values 0 missing
O.	numeric	89 unique values 0 missing
SM14_EA.ri.	numeric	1029 unique values 0 missing
ZM2MulPer	numeric	1387 unique values 0 missing
ATSC7p	numeric	1372 unique values 0 missing
Eig04_AEA.ed.	numeric	617 unique values 0 missing
MATS2e	numeric	469 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM15_AEA.bo.	numeric	661 unique values 0 missing
ZM2Per	numeric	1376 unique values 0 missing
ATSC7s	numeric	1428 unique values 0 missing
Eig04_AEA.ri.	numeric	683 unique values 0 missing
MATS2i	numeric	409 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_AEA.dm.	numeric	851 unique values 0 missing
ZM2V	numeric	430 unique values 0 missing
ATSC7v	numeric	1384 unique values 0 missing
Eig04_EA	numeric	607 unique values 0 missing
MATS2m	numeric	251 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.ed.	numeric	816 unique values 0 missing
ATSC8e	numeric	685 unique values 0 missing
Eig04_EA.bo.	numeric	689 unique values 0 missing
MATS2p	numeric	369 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	766 unique values 0 missing
ATSC8i	numeric	1071 unique values 0 missing
Eig04_EA.dm.	numeric	93 unique values 0 missing
MATS2s	numeric	382 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_EA	numeric	879 unique values 0 missing
ATSC8m	numeric	1407 unique values 0 missing
Eig04_EA.ed.	numeric	775 unique values 0 missing
MATS2v	numeric	342 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	860 unique values 0 missing
ATSC8p	numeric	1381 unique values 0 missing
Eig04_EA.ri.	numeric	687 unique values 0 missing
MATS3e	numeric	345 unique values 0 missing
ON0	numeric	230 unique values 0 missing
SM15_EA.dm.	numeric	170 unique values 0 missing
ATSC8s	numeric	1429 unique values 0 missing
Eig05_AEA.bo.	numeric	728 unique values 0 missing
MATS3i	numeric	367 unique values 0 missing
ON0V	numeric	674 unique values 0 missing
SM15_EA.ed.	numeric	753 unique values 0 missing
ATSC8v	numeric	1394 unique values 0 missing
Eig05_AEA.dm.	numeric	757 unique values 0 missing
MATS3m	numeric	370 unique values 0 missing
ON1	numeric	404 unique values 0 missing
SM15_EA.ri.	numeric	1003 unique values 0 missing
BAC	numeric	87 unique values 0 missing
Eig05_AEA.ed.	numeric	652 unique values 0 missing
MATS3p	numeric	353 unique values 0 missing
ON1V	numeric	1031 unique values 0 missing
SMTI	numeric	1072 unique values 0 missing
BBI	numeric	78 unique values 0 missing
Eig05_AEA.ri.	numeric	728 unique values 0 missing
MATS3s	numeric	358 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTIV	numeric	1375 unique values 0 missing
BIC0	numeric	165 unique values 0 missing
Eig05_EA	numeric	641 unique values 0 missing
MATS3v	numeric	361 unique values 0 missing
PCD	numeric	886 unique values 0 missing
SNar	numeric	295 unique values 0 missing
BIC1	numeric	262 unique values 0 missing
Eig05_EA.bo.	numeric	766 unique values 0 missing
MATS4e	numeric	327 unique values 0 missing
PCR	numeric	376 unique values 0 missing
Sp	numeric	1021 unique values 0 missing
BIC2	numeric	295 unique values 0 missing
Eig05_EA.dm.	numeric	62 unique values 0 missing
MATS4i	numeric	376 unique values 0 missing
PDI	numeric	186 unique values 0 missing
SpAD_AEA.bo.	numeric	1179 unique values 0 missing
BIC3	numeric	244 unique values 0 missing
Eig05_EA.ed.	numeric	791 unique values 0 missing
MATS4m	numeric	366 unique values 0 missing
PHI	numeric	1057 unique values 0 missing
SpAD_AEA.dm.	numeric	1347 unique values 0 missing
BIC4	numeric	227 unique values 0 missing
Eig05_EA.ri.	numeric	759 unique values 0 missing
MATS4p	numeric	358 unique values 0 missing
piID	numeric	973 unique values 0 missing
SpAD_AEA.ed.	numeric	1091 unique values 0 missing
BIC5	numeric	223 unique values 0 missing
Eig06_AEA.bo.	numeric	705 unique values 0 missing
MATS4s	numeric	351 unique values 0 missing
piPC01	numeric	122 unique values 0 missing
SpAD_AEA.ri.	numeric	1354 unique values 0 missing
BID	numeric	196 unique values 0 missing
Eig06_AEA.dm.	numeric	755 unique values 0 missing
MATS4v	numeric	352 unique values 0 missing
piPC02	numeric	284 unique values 0 missing
SpAD_EA	numeric	1080 unique values 0 missing
BLI	numeric	321 unique values 0 missing
Eig06_AEA.ed.	numeric	721 unique values 0 missing
MATS5e	numeric	418 unique values 0 missing
piPC03	numeric	505 unique values 0 missing
SpAD_EA.bo.	numeric	1191 unique values 0 missing
BLTA96	numeric	518 unique values 0 missing
Eig06_AEA.ri.	numeric	748 unique values 0 missing
MATS5i	numeric	433 unique values 0 missing
piPC04	numeric	695 unique values 0 missing
SpAD_EA.dm.	numeric	484 unique values 0 missing
BLTD48	numeric	507 unique values 0 missing
Eig06_EA	numeric	645 unique values 0 missing
MATS5m	numeric	406 unique values 0 missing
piPC05	numeric	793 unique values 0 missing
SpAD_EA.ed.	numeric	1090 unique values 0 missing
BLTF96	numeric	477 unique values 0 missing
Eig06_EA.bo.	numeric	718 unique values 0 missing
MATS5p	numeric	415 unique values 0 missing
piPC06	numeric	849 unique values 0 missing
SpAD_EA.ri.	numeric	1354 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	56 unique values 0 missing
MATS5s	numeric	421 unique values 0 missing
piPC07	numeric	915 unique values 0 missing
SpDiam_AEA.bo.	numeric	484 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	851 unique values 0 missing
MATS5v	numeric	412 unique values 0 missing
piPC08	numeric	938 unique values 0 missing
SpDiam_AEA.dm.	numeric	524 unique values 0 missing
C.	numeric	153 unique values 0 missing
Eig06_EA.ri.	numeric	744 unique values 0 missing
MATS6e	numeric	516 unique values 0 missing
piPC09	numeric	941 unique values 0 missing
SpDiam_AEA.ed.	numeric	576 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig07_AEA.bo.	numeric	700 unique values 0 missing
MATS6i	numeric	411 unique values 0 missing
piPC10	numeric	936 unique values 0 missing
SpDiam_AEA.ri.	numeric	575 unique values 0 missing
C.002	numeric	19 unique values 0 missing
Eig07_AEA.dm.	numeric	787 unique values 0 missing
MATS6m	numeric	451 unique values 0 missing
PJI2	numeric	18 unique values 0 missing
SpDiam_EA	numeric	451 unique values 0 missing
C.003	numeric	8 unique values 0 missing
Eig07_AEA.ed.	numeric	731 unique values 0 missing
MATS6p	numeric	388 unique values 0 missing
Pol	numeric	87 unique values 0 missing
SpDiam_EA.bo.	numeric	461 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	777 unique values 0 missing
MATS6s	numeric	482 unique values 0 missing
Psi_e_0	numeric	1234 unique values 0 missing
SpDiam_EA.dm.	numeric	172 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig07_EA	numeric	661 unique values 0 missing
MATS6v	numeric	401 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.ed.	numeric	602 unique values 0 missing
C.006	numeric	13 unique values 0 missing
Eig07_EA.bo.	numeric	700 unique values 0 missing
MATS7e	numeric	451 unique values 0 missing
Psi_e_1	numeric	1232 unique values 0 missing
SpDiam_EA.ri.	numeric	476 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	35 unique values 0 missing
MATS7i	numeric	390 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SPI	numeric	1027 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig07_EA.ed.	numeric	868 unique values 0 missing
MATS7m	numeric	451 unique values 0 missing
Psi_e_A	numeric	591 unique values 0 missing
SpMAD_AEA.bo.	numeric	200 unique values 0 missing
C.009	numeric	4 unique values 0 missing
Eig07_EA.ri.	numeric	770 unique values 0 missing
MATS7p	numeric	401 unique values 0 missing
Psi_i_0	numeric	1194 unique values 0 missing
SpMAD_AEA.dm.	numeric	229 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	615 unique values 0 missing
MATS7s	numeric	440 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SpMAD_AEA.ed.	numeric	221 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	738 unique values 0 missing
MATS7v	numeric	418 unique values 0 missing
Psi_i_1	numeric	1315 unique values 0 missing
SpMAD_AEA.ri.	numeric	180 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	666 unique values 0 missing
MATS8e	numeric	434 unique values 0 missing
Psi_i_1d	numeric	10 unique values 0 missing
SpMAD_EA	numeric	175 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	709 unique values 0 missing
MATS8i	numeric	409 unique values 0 missing
Psi_i_1s	numeric	3 unique values 0 missing
SpMAD_EA.bo.	numeric	392 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig08_EA	numeric	621 unique values 0 missing
MATS8m	numeric	434 unique values 0 missing
Psi_i_A	numeric	591 unique values 0 missing
SpMAD_EA.dm.	numeric	386 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig08_EA.bo.	numeric	649 unique values 0 missing
MATS8p	numeric	427 unique values 0 missing
Psi_i_s	numeric	711 unique values 0 missing
SpMAD_EA.ed.	numeric	687 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	31 unique values 0 missing
MATS8s	numeric	438 unique values 0 missing
Psi_i_t	numeric	33 unique values 0 missing
SpMAD_EA.ri.	numeric	211 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	791 unique values 0 missing
MATS8v	numeric	433 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	246 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	708 unique values 0 missing
MAXDN	numeric	971 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	242 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	662 unique values 0 missing
MAXDP	numeric	1126 unique values 0 missing
P_VSA_e_1	numeric	58 unique values 0 missing
SpMax1_Bh.m.	numeric	358 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	694 unique values 0 missing
MCD	numeric	243 unique values 0 missing
P_VSA_e_2	numeric	1191 unique values 0 missing
SpMax1_Bh.p.	numeric	299 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	641 unique values 0 missing
MDDD	numeric	1059 unique values 0 missing
P_VSA_e_3	numeric	126 unique values 0 missing
SpMax1_Bh.s.	numeric	215 unique values 0 missing
C.024	numeric	21 unique values 0 missing
Eig09_AEA.ri.	numeric	681 unique values 0 missing
Me	numeric	68 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.v.	numeric	286 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig09_EA	numeric	586 unique values 0 missing
Mi	numeric	57 unique values 0 missing
P_VSA_e_5	numeric	90 unique values 0 missing
SpMax2_Bh.e.	numeric	309 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig09_EA.bo.	numeric	661 unique values 0 missing
MLOGP	numeric	958 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax2_Bh.i.	numeric	288 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig09_EA.dm.	numeric	17 unique values 0 missing
MLOGP2	numeric	992 unique values 0 missing
P_VSA_i_1	numeric	17 unique values 0 missing
SpMax2_Bh.m.	numeric	403 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	724 unique values 0 missing
Mp	numeric	139 unique values 0 missing
P_VSA_i_2	numeric	1186 unique values 0 missing
SpMax2_Bh.p.	numeric	342 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	680 unique values 0 missing
MPC01	numeric	57 unique values 0 missing
P_VSA_i_3	numeric	604 unique values 0 missing
SpMax2_Bh.s.	numeric	430 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	632 unique values 0 missing
MPC02	numeric	78 unique values 0 missing
P_VSA_i_4	numeric	180 unique values 0 missing
SpMax2_Bh.v.	numeric	349 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	664 unique values 0 missing
MPC03	numeric	101 unique values 0 missing
P_VSA_LogP_1	numeric	55 unique values 0 missing
SpMax3_Bh.e.	numeric	413 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	623 unique values 0 missing
MPC04	numeric	139 unique values 0 missing
P_VSA_LogP_2	numeric	432 unique values 0 missing
SpMax3_Bh.i.	numeric	389 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	670 unique values 0 missing
MPC05	numeric	172 unique values 0 missing
P_VSA_LogP_3	numeric	170 unique values 0 missing
SpMax3_Bh.m.	numeric	477 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig10_EA	numeric	558 unique values 0 missing
MPC06	numeric	205 unique values 0 missing
P_VSA_LogP_4	numeric	187 unique values 0 missing
SpMax3_Bh.p.	numeric	470 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	631 unique values 0 missing
MPC07	numeric	237 unique values 0 missing
P_VSA_LogP_5	numeric	521 unique values 0 missing
SpMax3_Bh.s.	numeric	514 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	14 unique values 0 missing
MPC08	numeric	269 unique values 0 missing
P_VSA_LogP_6	numeric	110 unique values 0 missing
SpMax3_Bh.v.	numeric	473 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	665 unique values 0 missing
MPC09	numeric	289 unique values 0 missing
P_VSA_LogP_7	numeric	148 unique values 0 missing
SpMax4_Bh.e.	numeric	553 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	667 unique values 0 missing
MPC10	numeric	303 unique values 0 missing
P_VSA_LogP_8	numeric	18 unique values 0 missing
SpMax4_Bh.i.	numeric	529 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	672 unique values 0 missing
MSD	numeric	1010 unique values 0 missing
P_VSA_m_1	numeric	57 unique values 0 missing
SpMax4_Bh.m.	numeric	574 unique values 0 missing
C.040	numeric	7 unique values 0 missing
Eig11_AEA.dm.	numeric	651 unique values 0 missing
Mv	numeric	145 unique values 0 missing
P_VSA_m_2	numeric	1196 unique values 0 missing
SpMax4_Bh.p.	numeric	571 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	608 unique values 0 missing
MW	numeric	1051 unique values 0 missing
P_VSA_m_3	numeric	142 unique values 0 missing
SpMax4_Bh.s.	numeric	630 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	708 unique values 0 missing
MWC01	numeric	57 unique values 0 missing
P_VSA_m_4	numeric	26 unique values 0 missing
SpMax4_Bh.v.	numeric	592 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig11_EA	numeric	591 unique values 0 missing
MWC02	numeric	122 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
SpMax5_Bh.e.	numeric	595 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	649 unique values 0 missing
MWC03	numeric	242 unique values 0 missing
P_VSA_MR_1	numeric	125 unique values 0 missing
SpMax5_Bh.i.	numeric	579 unique values 0 missing
CATS2D_00_DD	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	17 unique values 0 missing
MWC04	numeric	471 unique values 0 missing
P_VSA_MR_2	numeric	283 unique values 0 missing
SpMax5_Bh.m.	numeric	660 unique values 0 missing
CATS2D_00_DP	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	683 unique values 0 missing
MWC05	numeric	690 unique values 0 missing
P_VSA_MR_3	numeric	20 unique values 0 missing
SpMax5_Bh.p.	numeric	598 unique values 0 missing
CATS2D_00_PP	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	707 unique values 0 missing
MWC06	numeric	725 unique values 0 missing
P_VSA_MR_4	numeric	6 unique values 0 missing
SpMax5_Bh.s.	numeric	730 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
Eig12_AEA.bo.	numeric	636 unique values 0 missing
MWC07	numeric	738 unique values 0 missing
P_VSA_MR_5	numeric	829 unique values 0 missing
SpMax5_Bh.v.	numeric	643 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig12_AEA.dm.	numeric	702 unique values 0 missing
MWC08	numeric	754 unique values 0 missing
P_VSA_MR_6	numeric	753 unique values 0 missing
SpMax6_Bh.e.	numeric	587 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	616 unique values 0 missing
MWC09	numeric	775 unique values 0 missing
P_VSA_MR_7	numeric	91 unique values 0 missing
SpMax6_Bh.i.	numeric	569 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig12_AEA.ri.	numeric	742 unique values 0 missing
MWC10	numeric	774 unique values 0 missing
P_VSA_MR_8	numeric	15 unique values 0 missing
SpMax6_Bh.m.	numeric	671 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig12_EA	numeric	622 unique values 0 missing
N.	numeric	94 unique values 0 missing
P_VSA_p_1	numeric	144 unique values 0 missing
SpMax6_Bh.p.	numeric	567 unique values 0 missing
CATS2D_01_LL	numeric	33 unique values 0 missing
Eig12_EA.bo.	numeric	695 unique values 0 missing
N.066	numeric	2 unique values 0 missing
P_VSA_p_2	numeric	345 unique values 0 missing
SpMax6_Bh.s.	numeric	734 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig12_EA.dm.	numeric	16 unique values 0 missing
N.067	numeric	4 unique values 0 missing
P_VSA_p_3	numeric	1194 unique values 0 missing
SpMax6_Bh.v.	numeric	601 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig12_EA.ed.	numeric	728 unique values 0 missing
N.068	numeric	5 unique values 0 missing
P_VSA_p_4	numeric	4 unique values 0 missing
SpMax7_Bh.e.	numeric	549 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig12_EA.ri.	numeric	733 unique values 0 missing
N.069	numeric	2 unique values 0 missing
P_VSA_s_1	numeric	5 unique values 0 missing
SpMax7_Bh.i.	numeric	546 unique values 0 missing
CATS2D_02_AL	numeric	20 unique values 0 missing
Eig13_AEA.bo.	numeric	603 unique values 0 missing
N.070	numeric	3 unique values 0 missing
P_VSA_s_2	numeric	118 unique values 0 missing
SpMax7_Bh.m.	numeric	609 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig13_AEA.dm.	numeric	707 unique values 0 missing
N.071	numeric	3 unique values 0 missing
P_VSA_s_3	numeric	972 unique values 0 missing
SpMax7_Bh.p.	numeric	529 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig13_AEA.ed.	numeric	602 unique values 0 missing
N.072	numeric	6 unique values 0 missing
P_VSA_s_4	numeric	548 unique values 0 missing
SpMax7_Bh.s.	numeric	730 unique values 0 missing
CATS2D_02_DA	numeric	5 unique values 0 missing
Eig13_AEA.ri.	numeric	643 unique values 0 missing
N.073	numeric	3 unique values 0 missing
P_VSA_s_5	numeric	27 unique values 0 missing
SpMax7_Bh.v.	numeric	568 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
Eig13_EA	numeric	547 unique values 0 missing
N.074	numeric	3 unique values 0 missing
P_VSA_s_6	numeric	301 unique values 0 missing
SpMax8_Bh.e.	numeric	574 unique values 0 missing
CATS2D_02_DL	numeric	13 unique values 0 missing
Eig13_EA.bo.	numeric	666 unique values 0 missing
N.075	numeric	6 unique values 0 missing
P_VSA_v_1	numeric	57 unique values 0 missing
SpMax8_Bh.i.	numeric	537 unique values 0 missing
CATS2D_02_DP	numeric	2 unique values 0 missing
Eig13_EA.dm.	numeric	24 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1584

Number of instances (rows) of the dataset.

NumberOfFeatures

1378

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

1377

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.21

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-39.8

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.61

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

39.8

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

1.29

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.69

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

MaxStdDevOfNumericAtts

65827.71

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.15

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

73.37

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.74

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

115.46

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0.19

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

3.02

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

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.

Quartile2MeansOfNumericAtts

1.69

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

2.73

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

144.65

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.6