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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL322

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: CHEMBL322 (TID: 12687), and it has 1648 rows and 1393 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).

1395 features

pXC50 (target)	numeric	827 unique values 0 missing
molecule_id (row identifier)	nominal	1648 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3v	numeric	317 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	359 unique values 0 missing
SpMin7_Bh.m.	numeric	535 unique values 0 missing
AAC	numeric	465 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
GATS4e	numeric	727 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM02_EA.ed.	numeric	382 unique values 0 missing
SpMin7_Bh.p.	numeric	541 unique values 0 missing
AECC	numeric	826 unique values 0 missing
CATS2D_08_LL	numeric	24 unique values 0 missing
GATS4i	numeric	464 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_EA.ri.	numeric	677 unique values 0 missing
SpMin7_Bh.s.	numeric	564 unique values 0 missing
ALOGP	numeric	1195 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	472 unique values 0 missing
NdssC	numeric	7 unique values 0 missing
SM03_AEA.bo.	numeric	572 unique values 0 missing
SpMin7_Bh.v.	numeric	527 unique values 0 missing
ALOGP2	numeric	1350 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4p	numeric	425 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	582 unique values 0 missing
SpMin8_Bh.e.	numeric	525 unique values 0 missing
AMR	numeric	1354 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4s	numeric	773 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	545 unique values 0 missing
SpMin8_Bh.i.	numeric	505 unique values 0 missing
AMW	numeric	854 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4v	numeric	381 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	840 unique values 0 missing
SpMin8_Bh.m.	numeric	563 unique values 0 missing
ARR	numeric	173 unique values 0 missing
CATS2D_09_AL	numeric	14 unique values 0 missing
GATS5e	numeric	837 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA	numeric	18 unique values 0 missing
SpMin8_Bh.p.	numeric	557 unique values 0 missing
ATS1e	numeric	643 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	577 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM03_EA.bo.	numeric	102 unique values 0 missing
SpMin8_Bh.s.	numeric	501 unique values 0 missing
ATS1i	numeric	651 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5m	numeric	589 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	69 unique values 0 missing
SpMin8_Bh.v.	numeric	562 unique values 0 missing
ATS1m	numeric	617 unique values 0 missing
CATS2D_09_DA	numeric	4 unique values 0 missing
GATS5p	numeric	547 unique values 0 missing
nH	numeric	38 unique values 0 missing
SM03_EA.ed.	numeric	358 unique values 0 missing
SRW02	numeric	44 unique values 0 missing
ATS1p	numeric	630 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS5s	numeric	906 unique values 0 missing
nHAcc	numeric	11 unique values 0 missing
SM03_EA.ri.	numeric	550 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS1s	numeric	680 unique values 0 missing
CATS2D_09_DL	numeric	7 unique values 0 missing
GATS5v	numeric	488 unique values 0 missing
nHDon	numeric	7 unique values 0 missing
SM04_AEA.bo.	numeric	638 unique values 0 missing
SRW04	numeric	128 unique values 0 missing
ATS1v	numeric	634 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	844 unique values 0 missing
nHet	numeric	12 unique values 0 missing
SM04_AEA.dm.	numeric	590 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS2e	numeric	678 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6i	numeric	484 unique values 0 missing
nHM	numeric	4 unique values 0 missing
SM04_AEA.ed.	numeric	668 unique values 0 missing
SRW06	numeric	426 unique values 0 missing
ATS2i	numeric	706 unique values 0 missing
CATS2D_09_LL	numeric	23 unique values 0 missing
GATS6m	numeric	548 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	779 unique values 0 missing
SRW07	numeric	27 unique values 0 missing
ATS2m	numeric	712 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	494 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_EA	numeric	237 unique values 0 missing
SRW08	numeric	663 unique values 0 missing
ATS2p	numeric	681 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6s	numeric	921 unique values 0 missing
nIsothiazoles	numeric	3 unique values 0 missing
SM04_EA.bo.	numeric	697 unique values 0 missing
SRW09	numeric	85 unique values 0 missing
ATS2s	numeric	787 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6v	numeric	453 unique values 0 missing
nIsoxazoles	numeric	3 unique values 0 missing
SM04_EA.dm.	numeric	386 unique values 0 missing
SRW10	numeric	687 unique values 0 missing
ATS2v	numeric	681 unique values 0 missing
CENT	numeric	831 unique values 0 missing
GATS7e	numeric	767 unique values 0 missing
nN	numeric	9 unique values 0 missing
SM04_EA.ed.	numeric	796 unique values 0 missing
SsBr	numeric	60 unique values 0 missing
ATS3e	numeric	757 unique values 0 missing
Chi0_AEA.bo.	numeric	733 unique values 0 missing
GATS7i	numeric	526 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	748 unique values 0 missing
SsCH3	numeric	738 unique values 0 missing
ATS3i	numeric	772 unique values 0 missing
Chi0_AEA.dm.	numeric	733 unique values 0 missing
GATS7m	numeric	569 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	674 unique values 0 missing
SsCl	numeric	205 unique values 0 missing
ATS3m	numeric	744 unique values 0 missing
Chi0_AEA.ed.	numeric	733 unique values 0 missing
GATS7p	numeric	568 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	641 unique values 0 missing
SsF	numeric	352 unique values 0 missing
ATS3p	numeric	738 unique values 0 missing
Chi0_AEA.ri.	numeric	733 unique values 0 missing
GATS7s	numeric	807 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	721 unique values 0 missing
SsI	numeric	6 unique values 0 missing
ATS3s	numeric	825 unique values 0 missing
Chi0_EA	numeric	733 unique values 0 missing
GATS7v	numeric	506 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	734 unique values 0 missing
SsNH2	numeric	212 unique values 0 missing
ATS3v	numeric	725 unique values 0 missing
Chi0_EA.bo.	numeric	1093 unique values 0 missing
GATS8e	numeric	860 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
SM05_EA	numeric	109 unique values 0 missing
SsOH	numeric	134 unique values 0 missing
ATS4e	numeric	802 unique values 0 missing
Chi0_EA.dm.	numeric	1078 unique values 0 missing
GATS8i	numeric	549 unique values 0 missing
nO	numeric	7 unique values 0 missing
SM05_EA.bo.	numeric	668 unique values 0 missing
SssCH2	numeric	1402 unique values 0 missing
ATS4i	numeric	784 unique values 0 missing
Chi0_EA.ed.	numeric	1043 unique values 0 missing
GATS8m	numeric	661 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	137 unique values 0 missing
SsSH	numeric	4 unique values 0 missing
ATS4m	numeric	790 unique values 0 missing
Chi0_EA.ri.	numeric	1320 unique values 0 missing
GATS8p	numeric	592 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	769 unique values 0 missing
SssNH	numeric	379 unique values 0 missing
ATS4p	numeric	784 unique values 0 missing
Chi1_AEA.bo.	numeric	923 unique values 0 missing
GATS8s	numeric	905 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	806 unique values 0 missing
SssO	numeric	606 unique values 0 missing
ATS4s	numeric	873 unique values 0 missing
Chi1_AEA.dm.	numeric	923 unique values 0 missing
GATS8v	numeric	523 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	697 unique values 0 missing
SssS	numeric	77 unique values 0 missing
ATS4v	numeric	790 unique values 0 missing
Chi1_AEA.ed.	numeric	923 unique values 0 missing
GGI1	numeric	19 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	657 unique values 0 missing
SsssCH	numeric	643 unique values 0 missing
ATS5e	numeric	836 unique values 0 missing
Chi1_AEA.ri.	numeric	923 unique values 0 missing
GGI10	numeric	192 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	742 unique values 0 missing
SsssN	numeric	992 unique values 0 missing
ATS5i	numeric	839 unique values 0 missing
Chi1_EA	numeric	923 unique values 0 missing
GGI2	numeric	39 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	727 unique values 0 missing
SssssC	numeric	134 unique values 0 missing
ATS5m	numeric	851 unique values 0 missing
Chi1_EA.bo.	numeric	1117 unique values 0 missing
GGI3	numeric	257 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_EA	numeric	708 unique values 0 missing
SssssN.	numeric	2 unique values 0 missing
ATS5p	numeric	811 unique values 0 missing
Chi1_EA.dm.	numeric	1192 unique values 0 missing
GGI4	numeric	636 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	812 unique values 0 missing
SssssSi	numeric	16 unique values 0 missing
ATS5s	numeric	850 unique values 0 missing
Chi1_EA.ed.	numeric	966 unique values 0 missing
GGI5	numeric	413 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	367 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS5v	numeric	819 unique values 0 missing
Chi1_EA.ri.	numeric	1370 unique values 0 missing
GGI6	numeric	512 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	810 unique values 0 missing
StN	numeric	35 unique values 0 missing
ATS6e	numeric	853 unique values 0 missing
CIC0	numeric	699 unique values 0 missing
GGI7	numeric	410 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	870 unique values 0 missing
StsC	numeric	38 unique values 0 missing
ATS6i	numeric	873 unique values 0 missing
CIC1	numeric	835 unique values 0 missing
GGI8	numeric	316 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	726 unique values 0 missing
Sv	numeric	1110 unique values 0 missing
ATS6m	numeric	877 unique values 0 missing
CIC2	numeric	838 unique values 0 missing
GGI9	numeric	263 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	696 unique values 0 missing
TIC0	numeric	1003 unique values 0 missing
ATS6p	numeric	836 unique values 0 missing
CIC3	numeric	646 unique values 0 missing
GMTI	numeric	1093 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	782 unique values 0 missing
TIC1	numeric	1234 unique values 0 missing
ATS6s	numeric	852 unique values 0 missing
CIC4	numeric	569 unique values 0 missing
GMTIV	numeric	1429 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	750 unique values 0 missing
TIC2	numeric	1323 unique values 0 missing
ATS6v	numeric	860 unique values 0 missing
CIC5	numeric	547 unique values 0 missing
GNar	numeric	242 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM07_EA	numeric	511 unique values 0 missing
TIC3	numeric	1086 unique values 0 missing
ATS7e	numeric	879 unique values 0 missing
CID	numeric	496 unique values 0 missing
H.	numeric	153 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM07_EA.bo.	numeric	813 unique values 0 missing
TIC4	numeric	925 unique values 0 missing
ATS7i	numeric	870 unique values 0 missing
Cl.089	numeric	3 unique values 0 missing
H.046	numeric	17 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	138 unique values 0 missing
TIC5	numeric	890 unique values 0 missing
ATS7m	numeric	924 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	34 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	848 unique values 0 missing
TIE	numeric	1531 unique values 0 missing
ATS7p	numeric	883 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_EA.ri.	numeric	910 unique values 0 missing
TPC	numeric	758 unique values 0 missing
ATS7s	numeric	901 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_AEA.bo.	numeric	743 unique values 0 missing
TPSA.NO.	numeric	410 unique values 0 missing
ATS7v	numeric	888 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	7 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_AEA.dm.	numeric	748 unique values 0 missing
TPSA.Tot.	numeric	470 unique values 0 missing
ATS8e	numeric	904 unique values 0 missing
CSI	numeric	695 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	788 unique values 0 missing
TRS	numeric	31 unique values 0 missing
ATS8i	numeric	905 unique values 0 missing
DBI	numeric	38 unique values 0 missing
H.052	numeric	17 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	800 unique values 0 missing
TWC	numeric	707 unique values 0 missing
ATS8m	numeric	935 unique values 0 missing
D.Dtr03	numeric	13 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_EA	numeric	790 unique values 0 missing
Uc	numeric	23 unique values 0 missing
ATS8p	numeric	919 unique values 0 missing
D.Dtr04	numeric	8 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	878 unique values 0 missing
Ui	numeric	23 unique values 0 missing
ATS8s	numeric	928 unique values 0 missing
D.Dtr05	numeric	672 unique values 0 missing
HDcpx	numeric	256 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	337 unique values 0 missing
Uindex	numeric	1102 unique values 0 missing
ATS8v	numeric	939 unique values 0 missing
D.Dtr06	numeric	1118 unique values 0 missing
HNar	numeric	199 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	858 unique values 0 missing
UNIP	numeric	199 unique values 0 missing
ATSC1e	numeric	162 unique values 0 missing
D.Dtr07	numeric	94 unique values 0 missing
HVcpx	numeric	746 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	965 unique values 0 missing
VAR	numeric	184 unique values 0 missing
ATSC1i	numeric	587 unique values 0 missing
D.Dtr08	numeric	42 unique values 0 missing
Hy	numeric	370 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	437 unique values 0 missing
Vindex	numeric	269 unique values 0 missing
ATSC1m	numeric	1168 unique values 0 missing
D.Dtr09	numeric	490 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	704 unique values 0 missing
VvdwMG	numeric	993 unique values 0 missing
ATSC1p	numeric	1086 unique values 0 missing
D.Dtr10	numeric	323 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	800 unique values 0 missing
VvdwZAZ	numeric	1162 unique values 0 missing
ATSC1s	numeric	1316 unique values 0 missing
D.Dtr11	numeric	105 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	848 unique values 0 missing
Vx	numeric	993 unique values 0 missing
ATSC1v	numeric	1095 unique values 0 missing
D.Dtr12	numeric	41 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM09_EA	numeric	765 unique values 0 missing
Wap	numeric	1024 unique values 0 missing
ATSC2e	numeric	457 unique values 0 missing
DECC	numeric	734 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	893 unique values 0 missing
X.	numeric	67 unique values 0 missing
ATSC2i	numeric	800 unique values 0 missing
DELS	numeric	1508 unique values 0 missing
IAC	numeric	1003 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM09_EA.dm.	numeric	128 unique values 0 missing
X0	numeric	403 unique values 0 missing
ATSC2m	numeric	1289 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	465 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM09_EA.ed.	numeric	883 unique values 0 missing
X0A	numeric	88 unique values 0 missing
ATSC2p	numeric	1200 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	715 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	976 unique values 0 missing
X0Av	numeric	154 unique values 0 missing
ATSC2s	numeric	1450 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IC2	numeric	800 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	487 unique values 0 missing
X0sol	numeric	569 unique values 0 missing
ATSC2v	numeric	1231 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC3	numeric	735 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	588 unique values 0 missing
X0v	numeric	1205 unique values 0 missing
ATSC3e	numeric	535 unique values 0 missing
DLS_03	numeric	4 unique values 0 missing
IC4	numeric	670 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	799 unique values 0 missing
X1	numeric	709 unique values 0 missing
ATSC3i	numeric	905 unique values 0 missing
DLS_04	numeric	6 unique values 0 missing
IC5	numeric	659 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	884 unique values 0 missing
X1A	numeric	72 unique values 0 missing
ATSC3m	numeric	1429 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	555 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM10_EA	numeric	841 unique values 0 missing
X1Av	numeric	120 unique values 0 missing
ATSC3p	numeric	1365 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
IDDE	numeric	425 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	890 unique values 0 missing
X1Kup	numeric	1283 unique values 0 missing
ATSC3s	numeric	1520 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
IDDM	numeric	328 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM10_EA.dm.	numeric	293 unique values 0 missing
X1Mad	numeric	1264 unique values 0 missing
ATSC3v	numeric	1383 unique values 0 missing
DLS_cons	numeric	35 unique values 0 missing
IDE	numeric	772 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	899 unique values 0 missing
X1MulPer	numeric	1241 unique values 0 missing
ATSC4e	numeric	632 unique values 0 missing
Dz	numeric	245 unique values 0 missing
IDET	numeric	1131 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	1025 unique values 0 missing
X1Per	numeric	1258 unique values 0 missing
ATSC4i	numeric	973 unique values 0 missing
ECC	numeric	459 unique values 0 missing
IDM	numeric	812 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	509 unique values 0 missing
X1sol	numeric	829 unique values 0 missing
ATSC4m	numeric	1501 unique values 0 missing
Eig01_AEA.bo.	numeric	443 unique values 0 missing
IDMT	numeric	1132 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_AEA.dm.	numeric	645 unique values 0 missing
X1v	numeric	1300 unique values 0 missing
ATSC4p	numeric	1427 unique values 0 missing
Eig01_AEA.dm.	numeric	577 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsCl	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	798 unique values 0 missing
X2	numeric	1008 unique values 0 missing
ATSC4s	numeric	1534 unique values 0 missing
Eig01_AEA.ed.	numeric	439 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	460 unique values 0 missing
X2A	numeric	63 unique values 0 missing
ATSC4v	numeric	1455 unique values 0 missing
Eig01_AEA.ri.	numeric	501 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM11_EA	numeric	839 unique values 0 missing
X2Av	numeric	105 unique values 0 missing
ATSC5e	numeric	664 unique values 0 missing
Eig01_EA	numeric	437 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nSK	numeric	40 unique values 0 missing
SM11_EA.bo.	numeric	918 unique values 0 missing
X2sol	numeric	1050 unique values 0 missing
ATSC5i	numeric	988 unique values 0 missing
Eig01_EA.bo.	numeric	460 unique values 0 missing
ISIZ	numeric	65 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	122 unique values 0 missing
X2v	numeric	1340 unique values 0 missing
ATSC5m	numeric	1515 unique values 0 missing
Eig01_EA.dm.	numeric	119 unique values 0 missing
IVDE	numeric	298 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	879 unique values 0 missing
X3	numeric	1043 unique values 0 missing
ATSC5p	numeric	1464 unique values 0 missing
Eig01_EA.ed.	numeric	588 unique values 0 missing
IVDM	numeric	334 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1020 unique values 0 missing
X3A	numeric	55 unique values 0 missing
ATSC5s	numeric	1530 unique values 0 missing
Eig01_EA.ri.	numeric	476 unique values 0 missing
JGI1	numeric	128 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	587 unique values 0 missing
X3Av	numeric	84 unique values 0 missing
ATSC5v	numeric	1483 unique values 0 missing
Eig02_AEA.bo.	numeric	461 unique values 0 missing
JGI10	numeric	18 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	759 unique values 0 missing
X3sol	numeric	1075 unique values 0 missing
ATSC6e	numeric	619 unique values 0 missing
Eig02_AEA.dm.	numeric	640 unique values 0 missing
JGI2	numeric	75 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SM12_AEA.ed.	numeric	813 unique values 0 missing
X3v	numeric	1336 unique values 0 missing
ATSC6i	numeric	983 unique values 0 missing
Eig02_AEA.ed.	numeric	513 unique values 0 missing
JGI3	numeric	63 unique values 0 missing
NssCH2	numeric	18 unique values 0 missing
SM12_AEA.ri.	numeric	472 unique values 0 missing
X4	numeric	1029 unique values 0 missing
ATSC6m	numeric	1510 unique values 0 missing
Eig02_AEA.ri.	numeric	569 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA	numeric	856 unique values 0 missing
X4A	numeric	47 unique values 0 missing
ATSC6p	numeric	1446 unique values 0 missing
Eig02_EA	numeric	487 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
NssNH	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	907 unique values 0 missing
X4Av	numeric	66 unique values 0 missing
ATSC6s	numeric	1526 unique values 0 missing
Eig02_EA.bo.	numeric	472 unique values 0 missing
JGI6	numeric	34 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM12_EA.dm.	numeric	277 unique values 0 missing
X4sol	numeric	1072 unique values 0 missing
ATSC6v	numeric	1471 unique values 0 missing
Eig02_EA.dm.	numeric	85 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.ed.	numeric	898 unique values 0 missing
X4v	numeric	1291 unique values 0 missing
ATSC7e	numeric	577 unique values 0 missing
Eig02_EA.ed.	numeric	645 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM12_EA.ri.	numeric	1073 unique values 0 missing
X5	numeric	1011 unique values 0 missing
ATSC7i	numeric	949 unique values 0 missing
Eig02_EA.ri.	numeric	588 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_AEA.bo.	numeric	642 unique values 0 missing
X5A	numeric	38 unique values 0 missing
ATSC7m	numeric	1500 unique values 0 missing
Eig03_AEA.bo.	numeric	574 unique values 0 missing
JGT	numeric	280 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	794 unique values 0 missing
X5Av	numeric	47 unique values 0 missing
ATSC7p	numeric	1428 unique values 0 missing
Eig03_AEA.dm.	numeric	663 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	817 unique values 0 missing
X5sol	numeric	1071 unique values 0 missing
ATSC7s	numeric	1520 unique values 0 missing
Eig03_AEA.ed.	numeric	579 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	592 unique values 0 missing
X5v	numeric	1234 unique values 0 missing
ATSC7v	numeric	1455 unique values 0 missing
Eig03_AEA.ri.	numeric	589 unique values 0 missing
LOC	numeric	373 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA	numeric	875 unique values 0 missing
Xindex	numeric	336 unique values 0 missing
ATSC8e	numeric	609 unique values 0 missing
Eig03_EA	numeric	509 unique values 0 missing
LPRS	numeric	1129 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	931 unique values 0 missing
XMOD	numeric	1311 unique values 0 missing
ATSC8i	numeric	969 unique values 0 missing
Eig03_EA.bo.	numeric	592 unique values 0 missing
MATS1e	numeric	289 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	122 unique values 0 missing
Xt	numeric	125 unique values 0 missing
ATSC8m	numeric	1505 unique values 0 missing
Eig03_EA.dm.	numeric	63 unique values 0 missing
MATS1i	numeric	470 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	880 unique values 0 missing
Xu	numeric	1108 unique values 0 missing
ATSC8p	numeric	1442 unique values 0 missing
Eig03_EA.ed.	numeric	759 unique values 0 missing
MATS1m	numeric	188 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1066 unique values 0 missing
Yindex	numeric	559 unique values 0 missing
ATSC8s	numeric	1517 unique values 0 missing
Eig03_EA.ri.	numeric	616 unique values 0 missing
MATS1p	numeric	304 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	659 unique values 0 missing
ZM1	numeric	91 unique values 0 missing
ATSC8v	numeric	1459 unique values 0 missing
Eig04_AEA.bo.	numeric	618 unique values 0 missing
MATS1s	numeric	350 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	825 unique values 0 missing
ZM1Kup	numeric	1215 unique values 0 missing
BAC	numeric	57 unique values 0 missing
Eig04_AEA.dm.	numeric	706 unique values 0 missing
MATS1v	numeric	191 unique values 0 missing
nX	numeric	6 unique values 0 missing
SM14_AEA.ed.	numeric	849 unique values 0 missing
ZM1Mad	numeric	1247 unique values 0 missing
BBI	numeric	60 unique values 0 missing
Eig04_AEA.ed.	numeric	635 unique values 0 missing
MATS2e	numeric	438 unique values 0 missing
O.	numeric	82 unique values 0 missing
SM14_AEA.ri.	numeric	650 unique values 0 missing
ZM1MulPer	numeric	1410 unique values 0 missing
BIC0	numeric	149 unique values 0 missing
Eig04_AEA.ri.	numeric	712 unique values 0 missing
MATS2i	numeric	414 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SM14_EA	numeric	864 unique values 0 missing
ZM1Per	numeric	1381 unique values 0 missing
BIC1	numeric	257 unique values 0 missing
Eig04_EA	numeric	587 unique values 0 missing
MATS2m	numeric	282 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	932 unique values 0 missing
ZM1V	numeric	214 unique values 0 missing
BIC2	numeric	262 unique values 0 missing
Eig04_EA.bo.	numeric	650 unique values 0 missing
MATS2p	numeric	379 unique values 0 missing
O.058	numeric	4 unique values 0 missing
SM14_EA.dm.	numeric	261 unique values 0 missing
ZM2	numeric	191 unique values 0 missing
BIC3	numeric	201 unique values 0 missing
Eig04_EA.dm.	numeric	57 unique values 0 missing
MATS2s	numeric	409 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	886 unique values 0 missing
ZM2Kup	numeric	1406 unique values 0 missing
BIC4	numeric	166 unique values 0 missing
Eig04_EA.ed.	numeric	794 unique values 0 missing
MATS2v	numeric	348 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM14_EA.ri.	numeric	1104 unique values 0 missing
ZM2Mad	numeric	1378 unique values 0 missing
BIC5	numeric	167 unique values 0 missing
Eig04_EA.ri.	numeric	687 unique values 0 missing
MATS3e	numeric	323 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	624 unique values 0 missing
ZM2MulPer	numeric	1439 unique values 0 missing
BID	numeric	146 unique values 0 missing
Eig05_AEA.bo.	numeric	664 unique values 0 missing
MATS3i	numeric	355 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SM15_AEA.dm.	numeric	856 unique values 0 missing
ZM2Per	numeric	1433 unique values 0 missing
BLI	numeric	289 unique values 0 missing
Eig05_AEA.dm.	numeric	777 unique values 0 missing
MATS3m	numeric	310 unique values 0 missing
ON0	numeric	138 unique values 0 missing
SM15_AEA.ed.	numeric	838 unique values 0 missing
ZM2V	numeric	374 unique values 0 missing
BLTA96	numeric	396 unique values 0 missing
Eig05_AEA.ed.	numeric	656 unique values 0 missing
MATS3p	numeric	302 unique values 0 missing
ON0V	numeric	709 unique values 0 missing
SM15_AEA.ri.	numeric	678 unique values 0 missing
BLTD48	numeric	383 unique values 0 missing
Eig05_AEA.ri.	numeric	777 unique values 0 missing
MATS3s	numeric	327 unique values 0 missing
ON1	numeric	260 unique values 0 missing
SM15_EA	numeric	882 unique values 0 missing
BLTF96	numeric	356 unique values 0 missing
Eig05_EA	numeric	642 unique values 0 missing
MATS3v	numeric	293 unique values 0 missing
ON1V	numeric	1038 unique values 0 missing
SM15_EA.bo.	numeric	919 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	678 unique values 0 missing
MATS4e	numeric	330 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	118 unique values 0 missing
C.	numeric	134 unique values 0 missing
Eig05_EA.dm.	numeric	54 unique values 0 missing
MATS4i	numeric	363 unique values 0 missing
PCD	numeric	891 unique values 0 missing
SM15_EA.ed.	numeric	890 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_EA.ed.	numeric	825 unique values 0 missing
MATS4m	numeric	364 unique values 0 missing
PCR	numeric	350 unique values 0 missing
SM15_EA.ri.	numeric	1104 unique values 0 missing
C.002	numeric	12 unique values 0 missing
Eig05_EA.ri.	numeric	764 unique values 0 missing
MATS4p	numeric	361 unique values 0 missing
PDI	numeric	181 unique values 0 missing
SMTI	numeric	1099 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	668 unique values 0 missing
MATS4s	numeric	326 unique values 0 missing
PHI	numeric	1081 unique values 0 missing
SMTIV	numeric	1422 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	866 unique values 0 missing
MATS4v	numeric	360 unique values 0 missing
piID	numeric	1055 unique values 0 missing
SNar	numeric	187 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.ed.	numeric	701 unique values 0 missing
MATS5e	numeric	412 unique values 0 missing
piPC01	numeric	85 unique values 0 missing
Sp	numeric	1035 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig06_AEA.ri.	numeric	804 unique values 0 missing
MATS5i	numeric	474 unique values 0 missing
piPC02	numeric	241 unique values 0 missing
SpAD_AEA.bo.	numeric	1223 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA	numeric	659 unique values 0 missing
MATS5m	numeric	438 unique values 0 missing
piPC03	numeric	569 unique values 0 missing
SpAD_AEA.dm.	numeric	1397 unique values 0 missing
C.008	numeric	5 unique values 0 missing
Eig06_EA.bo.	numeric	682 unique values 0 missing
MATS5p	numeric	477 unique values 0 missing
piPC04	numeric	706 unique values 0 missing
SpAD_AEA.ed.	numeric	1113 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	43 unique values 0 missing
MATS5s	numeric	402 unique values 0 missing
piPC05	numeric	795 unique values 0 missing
SpAD_AEA.ri.	numeric	1442 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	856 unique values 0 missing
MATS5v	numeric	478 unique values 0 missing
piPC06	numeric	898 unique values 0 missing
SpAD_EA	numeric	1104 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	794 unique values 0 missing
MATS6e	numeric	411 unique values 0 missing
piPC07	numeric	943 unique values 0 missing
SpAD_EA.bo.	numeric	1226 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	655 unique values 0 missing
MATS6i	numeric	410 unique values 0 missing
piPC08	numeric	978 unique values 0 missing
SpAD_EA.dm.	numeric	397 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	846 unique values 0 missing
MATS6m	numeric	445 unique values 0 missing
piPC09	numeric	993 unique values 0 missing
SpAD_EA.ed.	numeric	1127 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	743 unique values 0 missing
MATS6p	numeric	414 unique values 0 missing
piPC10	numeric	1009 unique values 0 missing
SpAD_EA.ri.	numeric	1458 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig07_AEA.ri.	numeric	778 unique values 0 missing
MATS6s	numeric	432 unique values 0 missing
PJI2	numeric	17 unique values 0 missing
SpDiam_AEA.bo.	numeric	488 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA	numeric	624 unique values 0 missing
MATS6v	numeric	438 unique values 0 missing
Pol	numeric	64 unique values 0 missing
SpDiam_AEA.dm.	numeric	579 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	699 unique values 0 missing
MATS7e	numeric	399 unique values 0 missing
Psi_e_0	numeric	1237 unique values 0 missing
SpDiam_AEA.ed.	numeric	631 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	25 unique values 0 missing
MATS7i	numeric	474 unique values 0 missing
Psi_e_0d	numeric	9 unique values 0 missing
SpDiam_AEA.ri.	numeric	567 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	877 unique values 0 missing
MATS7m	numeric	458 unique values 0 missing
Psi_e_1	numeric	1203 unique values 0 missing
SpDiam_EA	numeric	437 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	775 unique values 0 missing
MATS7p	numeric	485 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SpDiam_EA.bo.	numeric	459 unique values 0 missing
C.024	numeric	16 unique values 0 missing
Eig08_AEA.bo.	numeric	638 unique values 0 missing
MATS7s	numeric	441 unique values 0 missing
Psi_e_A	numeric	576 unique values 0 missing
SpDiam_EA.dm.	numeric	136 unique values 0 missing
C.025	numeric	7 unique values 0 missing
Eig08_AEA.dm.	numeric	797 unique values 0 missing
MATS7v	numeric	471 unique values 0 missing
Psi_i_0	numeric	1234 unique values 0 missing
SpDiam_EA.ed.	numeric	681 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_AEA.ed.	numeric	726 unique values 0 missing
MATS8e	numeric	451 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpDiam_EA.ri.	numeric	479 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	744 unique values 0 missing
MATS8i	numeric	507 unique values 0 missing
Psi_i_1	numeric	1329 unique values 0 missing
SPI	numeric	1040 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig08_EA	numeric	608 unique values 0 missing
MATS8m	numeric	521 unique values 0 missing
Psi_i_1d	numeric	8 unique values 0 missing
SpMAD_AEA.bo.	numeric	180 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	678 unique values 0 missing
MATS8p	numeric	512 unique values 0 missing
Psi_i_1s	numeric	3 unique values 0 missing
SpMAD_AEA.dm.	numeric	236 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	11 unique values 0 missing
MATS8s	numeric	497 unique values 0 missing
Psi_i_A	numeric	576 unique values 0 missing
SpMAD_AEA.ed.	numeric	195 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	840 unique values 0 missing
MATS8v	numeric	512 unique values 0 missing
Psi_i_s	numeric	647 unique values 0 missing
SpMAD_AEA.ri.	numeric	175 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	739 unique values 0 missing
MAXDN	numeric	1027 unique values 0 missing
Psi_i_t	numeric	19 unique values 0 missing
SpMAD_EA	numeric	163 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	698 unique values 0 missing
MAXDP	numeric	1230 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.bo.	numeric	382 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	712 unique values 0 missing
MCD	numeric	178 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	391 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	651 unique values 0 missing
MDDD	numeric	1085 unique values 0 missing
P_VSA_e_1	numeric	47 unique values 0 missing
SpMAD_EA.ed.	numeric	667 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	709 unique values 0 missing
Me	numeric	68 unique values 0 missing
P_VSA_e_2	numeric	1241 unique values 0 missing
SpMAD_EA.ri.	numeric	201 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA	numeric	582 unique values 0 missing
Mi	numeric	54 unique values 0 missing
P_VSA_e_3	numeric	171 unique values 0 missing
SpMax1_Bh.e.	numeric	278 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	737 unique values 0 missing
MLOGP	numeric	946 unique values 0 missing
P_VSA_e_4	numeric	3 unique values 0 missing
SpMax1_Bh.i.	numeric	279 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	3 unique values 0 missing
MLOGP2	numeric	1072 unique values 0 missing
P_VSA_e_5	numeric	81 unique values 0 missing
SpMax1_Bh.m.	numeric	378 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	779 unique values 0 missing
Mp	numeric	127 unique values 0 missing
P_VSA_e_6	numeric	6 unique values 0 missing
SpMax1_Bh.p.	numeric	304 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	683 unique values 0 missing
MPC01	numeric	44 unique values 0 missing
P_VSA_i_1	numeric	20 unique values 0 missing
SpMax1_Bh.s.	numeric	292 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	695 unique values 0 missing
MPC02	numeric	60 unique values 0 missing
P_VSA_i_2	numeric	1239 unique values 0 missing
SpMax1_Bh.v.	numeric	290 unique values 0 missing
C.043	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	727 unique values 0 missing
MPC03	numeric	82 unique values 0 missing
P_VSA_i_3	numeric	561 unique values 0 missing
SpMax2_Bh.e.	numeric	359 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	593 unique values 0 missing
MPC04	numeric	104 unique values 0 missing
P_VSA_i_4	numeric	245 unique values 0 missing
SpMax2_Bh.i.	numeric	336 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	716 unique values 0 missing
MPC05	numeric	139 unique values 0 missing
P_VSA_LogP_1	numeric	42 unique values 0 missing
SpMax2_Bh.m.	numeric	444 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_EA	numeric	590 unique values 0 missing
MPC06	numeric	162 unique values 0 missing
P_VSA_LogP_2	numeric	330 unique values 0 missing
SpMax2_Bh.p.	numeric	415 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	719 unique values 0 missing
MPC07	numeric	201 unique values 0 missing
P_VSA_LogP_3	numeric	154 unique values 0 missing
SpMax2_Bh.s.	numeric	428 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	2 unique values 0 missing
MPC08	numeric	238 unique values 0 missing
P_VSA_LogP_4	numeric	176 unique values 0 missing
SpMax2_Bh.v.	numeric	430 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	734 unique values 0 missing
MPC09	numeric	268 unique values 0 missing
P_VSA_LogP_5	numeric	682 unique values 0 missing
SpMax3_Bh.e.	numeric	414 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	720 unique values 0 missing
MPC10	numeric	280 unique values 0 missing
P_VSA_LogP_6	numeric	141 unique values 0 missing
SpMax3_Bh.i.	numeric	398 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	743 unique values 0 missing
MSD	numeric	1028 unique values 0 missing
P_VSA_LogP_7	numeric	121 unique values 0 missing
SpMax3_Bh.m.	numeric	484 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_AEA.dm.	numeric	779 unique values 0 missing
Mv	numeric	122 unique values 0 missing
P_VSA_LogP_8	numeric	12 unique values 0 missing
SpMax3_Bh.p.	numeric	453 unique values 0 missing
CATS2D_01_LL	numeric	30 unique values 0 missing
Eig11_AEA.ed.	numeric	596 unique values 0 missing
MW	numeric	1091 unique values 0 missing
P_VSA_m_1	numeric	45 unique values 0 missing
SpMax3_Bh.s.	numeric	598 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	813 unique values 0 missing
MWC01	numeric	44 unique values 0 missing
P_VSA_m_2	numeric	1247 unique values 0 missing
SpMax3_Bh.v.	numeric	460 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA	numeric	641 unique values 0 missing
MWC02	numeric	91 unique values 0 missing
P_VSA_m_3	numeric	141 unique values 0 missing
SpMax4_Bh.e.	numeric	594 unique values 0 missing
CATS2D_02_AA	numeric	9 unique values 0 missing
Eig11_EA.bo.	numeric	743 unique values 0 missing
MWC03	numeric	191 unique values 0 missing
P_VSA_m_4	numeric	29 unique values 0 missing
SpMax4_Bh.i.	numeric	577 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig11_EA.dm.	numeric	3 unique values 0 missing
MWC04	numeric	376 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax4_Bh.m.	numeric	631 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	727 unique values 0 missing
MWC05	numeric	649 unique values 0 missing
P_VSA_MR_1	numeric	104 unique values 0 missing
SpMax4_Bh.p.	numeric	606 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
Eig11_EA.ri.	numeric	797 unique values 0 missing
MWC06	numeric	672 unique values 0 missing
P_VSA_MR_2	numeric	232 unique values 0 missing
SpMax4_Bh.s.	numeric	661 unique values 0 missing
CATS2D_02_DA	numeric	6 unique values 0 missing
Eig12_AEA.bo.	numeric	744 unique values 0 missing
MWC07	numeric	698 unique values 0 missing
P_VSA_MR_3	numeric	11 unique values 0 missing
SpMax4_Bh.v.	numeric	610 unique values 0 missing
CATS2D_02_DD	numeric	4 unique values 0 missing
Eig12_AEA.dm.	numeric	808 unique values 0 missing
MWC08	numeric	719 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMax5_Bh.e.	numeric	591 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1648

Number of instances (rows) of the dataset.

NumberOfFeatures

1395

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

1394

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

0.85

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.59

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

2.47

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.48

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

63.43

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

0.23

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

0.37

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

MaxKurtosisOfNumericAtts

1648

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.34

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

25165.45

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

6.51

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

5.71

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-40.6

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

40.6

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

1.9

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

28682.16

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.49

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.23

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

0.12

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

64.36

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

86.93

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.55

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

-0.13

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

Show all 62 properties