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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2345

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL2345 (TID: 12724), and it has 1257 rows and 1396 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).

1398 features

pXC50 (target)	numeric	214 unique values 0 missing
molecule_id (row identifier)	nominal	1257 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS3m	numeric	395 unique values 0 missing
nCsp3	numeric	18 unique values 0 missing
SM02_AEA.ed.	numeric	218 unique values 0 missing
SpMin6_Bh.s.	numeric	561 unique values 0 missing
AAC	numeric	517 unique values 0 missing
CATS2D_08_DD	numeric	7 unique values 0 missing
GATS3p	numeric	425 unique values 0 missing
nCt	numeric	4 unique values 0 missing
SM02_AEA.ri.	numeric	914 unique values 0 missing
SpMin6_Bh.v.	numeric	579 unique values 0 missing
AECC	numeric	812 unique values 0 missing
CATS2D_08_DL	numeric	15 unique values 0 missing
GATS3s	numeric	553 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SM02_EA	numeric	65 unique values 0 missing
SpMin7_Bh.e.	numeric	583 unique values 0 missing
ALOGP	numeric	1057 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3v	numeric	370 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	297 unique values 0 missing
SpMin7_Bh.i.	numeric	574 unique values 0 missing
ALOGP2	numeric	1175 unique values 0 missing
CATS2D_08_DP	numeric	7 unique values 0 missing
GATS4e	numeric	600 unique values 0 missing
nDB	numeric	10 unique values 0 missing
SM02_EA.dm.	numeric	401 unique values 0 missing
SpMin7_Bh.m.	numeric	587 unique values 0 missing
AMR	numeric	1187 unique values 0 missing
CATS2D_08_LL	numeric	25 unique values 0 missing
GATS4i	numeric	457 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	421 unique values 0 missing
SpMin7_Bh.p.	numeric	596 unique values 0 missing
AMW	numeric	879 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
GATS4m	numeric	512 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM02_EA.ri.	numeric	708 unique values 0 missing
SpMin7_Bh.s.	numeric	470 unique values 0 missing
ARR	numeric	227 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4p	numeric	489 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	614 unique values 0 missing
SpMin7_Bh.v.	numeric	595 unique values 0 missing
ATS1e	numeric	692 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4s	numeric	626 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	699 unique values 0 missing
SpMin8_Bh.e.	numeric	568 unique values 0 missing
ATS1i	numeric	707 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4v	numeric	439 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM03_AEA.ed.	numeric	594 unique values 0 missing
SpMin8_Bh.i.	numeric	565 unique values 0 missing
ATS1m	numeric	669 unique values 0 missing
CATS2D_09_AL	numeric	18 unique values 0 missing
GATS5e	numeric	703 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	913 unique values 0 missing
SpMin8_Bh.m.	numeric	584 unique values 0 missing
ATS1p	numeric	684 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	466 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_EA	numeric	22 unique values 0 missing
SpMin8_Bh.p.	numeric	602 unique values 0 missing
ATS1s	numeric	689 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5m	numeric	564 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.bo.	numeric	129 unique values 0 missing
SpMin8_Bh.s.	numeric	407 unique values 0 missing
ATS1v	numeric	674 unique values 0 missing
CATS2D_09_DA	numeric	9 unique values 0 missing
GATS5p	numeric	493 unique values 0 missing
NdssC	numeric	11 unique values 0 missing
SM03_EA.dm.	numeric	73 unique values 0 missing
SpMin8_Bh.v.	numeric	584 unique values 0 missing
ATS2e	numeric	745 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5s	numeric	754 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	399 unique values 0 missing
SRW02	numeric	46 unique values 0 missing
ATS2i	numeric	758 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	413 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	663 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS2m	numeric	699 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	713 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	652 unique values 0 missing
SRW04	numeric	151 unique values 0 missing
ATS2p	numeric	701 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6i	numeric	498 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	713 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS2s	numeric	778 unique values 0 missing
CATS2D_09_LL	numeric	24 unique values 0 missing
GATS6m	numeric	553 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.ed.	numeric	685 unique values 0 missing
SRW06	numeric	478 unique values 0 missing
ATS2v	numeric	704 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6p	numeric	489 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	888 unique values 0 missing
SRW07	numeric	36 unique values 0 missing
ATS3e	numeric	758 unique values 0 missing
CATS2D_09_PL	numeric	8 unique values 0 missing
GATS6s	numeric	773 unique values 0 missing
nH	numeric	42 unique values 0 missing
SM04_EA	numeric	266 unique values 0 missing
SRW08	numeric	657 unique values 0 missing
ATS3i	numeric	778 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	427 unique values 0 missing
nHAcc	numeric	19 unique values 0 missing
SM04_EA.bo.	numeric	674 unique values 0 missing
SRW09	numeric	131 unique values 0 missing
ATS3m	numeric	728 unique values 0 missing
CENT	numeric	865 unique values 0 missing
GATS7e	numeric	769 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM04_EA.dm.	numeric	467 unique values 0 missing
SRW10	numeric	694 unique values 0 missing
ATS3p	numeric	748 unique values 0 missing
Chi0_AEA.bo.	numeric	771 unique values 0 missing
GATS7i	numeric	506 unique values 0 missing
nHet	numeric	19 unique values 0 missing
SM04_EA.ed.	numeric	773 unique values 0 missing
SsBr	numeric	50 unique values 0 missing
ATS3s	numeric	767 unique values 0 missing
Chi0_AEA.dm.	numeric	771 unique values 0 missing
GATS7m	numeric	598 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_EA.ri.	numeric	727 unique values 0 missing
SsCH3	numeric	652 unique values 0 missing
ATS3v	numeric	752 unique values 0 missing
Chi0_AEA.ed.	numeric	771 unique values 0 missing
GATS7p	numeric	527 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	643 unique values 0 missing
SsCl	numeric	214 unique values 0 missing
ATS4e	numeric	831 unique values 0 missing
Chi0_AEA.ri.	numeric	771 unique values 0 missing
GATS7s	numeric	804 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	716 unique values 0 missing
SsF	numeric	275 unique values 0 missing
ATS4i	numeric	820 unique values 0 missing
Chi0_EA	numeric	771 unique values 0 missing
GATS7v	numeric	461 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	724 unique values 0 missing
SsI	numeric	14 unique values 0 missing
ATS4m	numeric	797 unique values 0 missing
Chi0_EA.bo.	numeric	1021 unique values 0 missing
GATS8e	numeric	745 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	871 unique values 0 missing
SsNH2	numeric	384 unique values 0 missing
ATS4p	numeric	799 unique values 0 missing
Chi0_EA.dm.	numeric	1007 unique values 0 missing
GATS8i	numeric	527 unique values 0 missing
nN	numeric	15 unique values 0 missing
SM05_EA	numeric	120 unique values 0 missing
SsOH	numeric	260 unique values 0 missing
ATS4s	numeric	799 unique values 0 missing
Chi0_EA.ed.	numeric	1035 unique values 0 missing
GATS8m	numeric	611 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	693 unique values 0 missing
SssCH2	numeric	701 unique values 0 missing
ATS4v	numeric	786 unique values 0 missing
Chi0_EA.ri.	numeric	1171 unique values 0 missing
GATS8p	numeric	549 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	136 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS5e	numeric	842 unique values 0 missing
Chi1_AEA.bo.	numeric	940 unique values 0 missing
GATS8s	numeric	781 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	811 unique values 0 missing
SssNH	numeric	779 unique values 0 missing
ATS5i	numeric	850 unique values 0 missing
Chi1_AEA.dm.	numeric	940 unique values 0 missing
GATS8v	numeric	497 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	780 unique values 0 missing
SssO	numeric	359 unique values 0 missing
ATS5m	numeric	822 unique values 0 missing
Chi1_AEA.ed.	numeric	940 unique values 0 missing
GGI1	numeric	24 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	673 unique values 0 missing
SssS	numeric	46 unique values 0 missing
ATS5p	numeric	826 unique values 0 missing
Chi1_AEA.ri.	numeric	940 unique values 0 missing
GGI10	numeric	281 unique values 0 missing
NNRS	numeric	19 unique values 0 missing
SM06_AEA.dm.	numeric	726 unique values 0 missing
SsssCH	numeric	285 unique values 0 missing
ATS5s	numeric	840 unique values 0 missing
Chi1_EA	numeric	940 unique values 0 missing
GGI2	numeric	49 unique values 0 missing
nO	numeric	14 unique values 0 missing
SM06_AEA.ed.	numeric	733 unique values 0 missing
SsssN	numeric	256 unique values 0 missing
ATS5v	numeric	845 unique values 0 missing
Chi1_EA.bo.	numeric	1058 unique values 0 missing
GGI3	numeric	331 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	823 unique values 0 missing
SssssB.	numeric	2 unique values 0 missing
ATS6e	numeric	876 unique values 0 missing
Chi1_EA.dm.	numeric	1024 unique values 0 missing
GGI4	numeric	739 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_EA	numeric	719 unique values 0 missing
SssssC	numeric	174 unique values 0 missing
ATS6i	numeric	885 unique values 0 missing
Chi1_EA.ed.	numeric	994 unique values 0 missing
GGI5	numeric	526 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	721 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATS6m	numeric	845 unique values 0 missing
Chi1_EA.ri.	numeric	1164 unique values 0 missing
GGI6	numeric	629 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	436 unique values 0 missing
StN	numeric	85 unique values 0 missing
ATS6p	numeric	841 unique values 0 missing
CIC0	numeric	806 unique values 0 missing
GGI7	numeric	536 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	829 unique values 0 missing
StsC	numeric	105 unique values 0 missing
ATS6s	numeric	857 unique values 0 missing
CIC1	numeric	824 unique values 0 missing
GGI8	numeric	474 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	790 unique values 0 missing
Sv	numeric	1076 unique values 0 missing
ATS6v	numeric	863 unique values 0 missing
CIC2	numeric	727 unique values 0 missing
GGI9	numeric	382 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	694 unique values 0 missing
TIC0	numeric	1007 unique values 0 missing
ATS7e	numeric	899 unique values 0 missing
CIC3	numeric	593 unique values 0 missing
GMTI	numeric	1078 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	728 unique values 0 missing
TIC1	numeric	1125 unique values 0 missing
ATS7i	numeric	903 unique values 0 missing
CIC4	numeric	536 unique values 0 missing
GMTIV	numeric	1210 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	766 unique values 0 missing
TIC2	numeric	1079 unique values 0 missing
ATS7m	numeric	880 unique values 0 missing
CIC5	numeric	528 unique values 0 missing
GNar	numeric	254 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	842 unique values 0 missing
TIC3	numeric	894 unique values 0 missing
ATS7p	numeric	878 unique values 0 missing
CID	numeric	562 unique values 0 missing
H.	numeric	197 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA	numeric	547 unique values 0 missing
TIC4	numeric	837 unique values 0 missing
ATS7s	numeric	882 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	17 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	776 unique values 0 missing
TIC5	numeric	824 unique values 0 missing
ATS7v	numeric	880 unique values 0 missing
Cl.090	numeric	4 unique values 0 missing
H.047	numeric	31 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	145 unique values 0 missing
TIE	numeric	1234 unique values 0 missing
ATS8e	numeric	915 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	863 unique values 0 missing
TPC	numeric	816 unique values 0 missing
ATS8i	numeric	927 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	819 unique values 0 missing
TPSA.NO.	numeric	687 unique values 0 missing
ATS8m	numeric	892 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	707 unique values 0 missing
TPSA.Tot.	numeric	730 unique values 0 missing
ATS8p	numeric	917 unique values 0 missing
CSI	numeric	691 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	729 unique values 0 missing
TRS	numeric	39 unique values 0 missing
ATS8s	numeric	902 unique values 0 missing
DBI	numeric	53 unique values 0 missing
H.052	numeric	14 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_AEA.ed.	numeric	776 unique values 0 missing
TWC	numeric	741 unique values 0 missing
ATS8v	numeric	928 unique values 0 missing
D.Dtr03	numeric	29 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	847 unique values 0 missing
Uc	numeric	30 unique values 0 missing
ATSC1e	numeric	278 unique values 0 missing
D.Dtr04	numeric	28 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_EA	numeric	770 unique values 0 missing
Ui	numeric	32 unique values 0 missing
ATSC1i	numeric	622 unique values 0 missing
D.Dtr05	numeric	834 unique values 0 missing
HDcpx	numeric	294 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_EA.bo.	numeric	767 unique values 0 missing
Uindex	numeric	1082 unique values 0 missing
ATSC1m	numeric	1102 unique values 0 missing
D.Dtr06	numeric	1092 unique values 0 missing
HNar	numeric	237 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	388 unique values 0 missing
UNIP	numeric	221 unique values 0 missing
ATSC1p	numeric	1036 unique values 0 missing
D.Dtr07	numeric	77 unique values 0 missing
HVcpx	numeric	737 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	891 unique values 0 missing
VAR	numeric	249 unique values 0 missing
ATSC1s	numeric	1166 unique values 0 missing
D.Dtr08	numeric	89 unique values 0 missing
Hy	numeric	524 unique values 0 missing
nR12	numeric	6 unique values 0 missing
SM08_EA.ri.	numeric	844 unique values 0 missing
Vindex	numeric	251 unique values 0 missing
ATSC1v	numeric	1052 unique values 0 missing
D.Dtr09	numeric	645 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	445 unique values 0 missing
VvdwMG	numeric	987 unique values 0 missing
ATSC2e	numeric	533 unique values 0 missing
D.Dtr10	numeric	261 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	725 unique values 0 missing
VvdwZAZ	numeric	1100 unique values 0 missing
ATSC2i	numeric	799 unique values 0 missing
D.Dtr11	numeric	38 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	791 unique values 0 missing
Vx	numeric	987 unique values 0 missing
ATSC2m	numeric	1147 unique values 0 missing
D.Dtr12	numeric	35 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	846 unique values 0 missing
Wap	numeric	1036 unique values 0 missing
ATSC2p	numeric	1102 unique values 0 missing
DECC	numeric	738 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA	numeric	787 unique values 0 missing
X.	numeric	88 unique values 0 missing
ATSC2s	numeric	1223 unique values 0 missing
DELS	numeric	1212 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	827 unique values 0 missing
X0	numeric	468 unique values 0 missing
ATSC2v	numeric	1136 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1007 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	132 unique values 0 missing
X0A	numeric	88 unique values 0 missing
ATSC3e	numeric	601 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	517 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	882 unique values 0 missing
X0Av	numeric	157 unique values 0 missing
ATSC3i	numeric	845 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	719 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	849 unique values 0 missing
X0sol	numeric	642 unique values 0 missing
ATSC3m	numeric	1197 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC2	numeric	736 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM10_AEA.bo.	numeric	564 unique values 0 missing
X0v	numeric	1103 unique values 0 missing
ATSC3p	numeric	1138 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	672 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	735 unique values 0 missing
X1	numeric	807 unique values 0 missing
ATSC3s	numeric	1229 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	648 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM10_AEA.ed.	numeric	800 unique values 0 missing
X1A	numeric	59 unique values 0 missing
ATSC3v	numeric	1176 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	644 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_AEA.ri.	numeric	857 unique values 0 missing
X1Av	numeric	115 unique values 0 missing
ATSC4e	numeric	667 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	572 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM10_EA	numeric	807 unique values 0 missing
X1Kup	numeric	1128 unique values 0 missing
ATSC4i	numeric	874 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	412 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	820 unique values 0 missing
X1Mad	numeric	1144 unique values 0 missing
ATSC4m	numeric	1212 unique values 0 missing
DLS_cons	numeric	50 unique values 0 missing
IDDM	numeric	389 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	314 unique values 0 missing
X1MulPer	numeric	1114 unique values 0 missing
ATSC4p	numeric	1165 unique values 0 missing
Dz	numeric	318 unique values 0 missing
IDE	numeric	776 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	911 unique values 0 missing
X1Per	numeric	1109 unique values 0 missing
ATSC4s	numeric	1232 unique values 0 missing
ECC	numeric	477 unique values 0 missing
IDET	numeric	1101 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	872 unique values 0 missing
X1sol	numeric	907 unique values 0 missing
ATSC4v	numeric	1195 unique values 0 missing
Eig01_AEA.bo.	numeric	443 unique values 0 missing
IDM	numeric	874 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	612 unique values 0 missing
X1v	numeric	1126 unique values 0 missing
ATSC5e	numeric	694 unique values 0 missing
Eig01_AEA.dm.	numeric	555 unique values 0 missing
IDMT	numeric	1103 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	866 unique values 0 missing
X2	numeric	1025 unique values 0 missing
ATSC5i	numeric	880 unique values 0 missing
Eig01_AEA.ed.	numeric	553 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ed.	numeric	833 unique values 0 missing
X2A	numeric	66 unique values 0 missing
ATSC5m	numeric	1225 unique values 0 missing
Eig01_AEA.ri.	numeric	458 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	514 unique values 0 missing
X2Av	numeric	101 unique values 0 missing
ATSC5p	numeric	1174 unique values 0 missing
Eig01_EA	numeric	445 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA	numeric	843 unique values 0 missing
X2sol	numeric	1022 unique values 0 missing
ATSC5s	numeric	1229 unique values 0 missing
Eig01_EA.bo.	numeric	514 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	846 unique values 0 missing
X2v	numeric	1143 unique values 0 missing
ATSC5v	numeric	1180 unique values 0 missing
Eig01_EA.dm.	numeric	115 unique values 0 missing
ISIZ	numeric	75 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	123 unique values 0 missing
X3	numeric	1027 unique values 0 missing
ATSC6e	numeric	661 unique values 0 missing
Eig01_EA.ed.	numeric	735 unique values 0 missing
IVDE	numeric	324 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	914 unique values 0 missing
X3A	numeric	57 unique values 0 missing
ATSC6i	numeric	894 unique values 0 missing
Eig01_EA.ri.	numeric	480 unique values 0 missing
IVDM	numeric	379 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	896 unique values 0 missing
X3Av	numeric	66 unique values 0 missing
ATSC6m	numeric	1219 unique values 0 missing
Eig02_AEA.bo.	numeric	537 unique values 0 missing
JGI1	numeric	153 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	654 unique values 0 missing
X3sol	numeric	1029 unique values 0 missing
ATSC6p	numeric	1177 unique values 0 missing
Eig02_AEA.dm.	numeric	627 unique values 0 missing
JGI10	numeric	22 unique values 0 missing
nSK	numeric	43 unique values 0 missing
SM12_AEA.dm.	numeric	902 unique values 0 missing
X3v	numeric	1091 unique values 0 missing
ATSC6s	numeric	1231 unique values 0 missing
Eig02_AEA.ed.	numeric	642 unique values 0 missing
JGI2	numeric	74 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM12_AEA.ed.	numeric	844 unique values 0 missing
X4	numeric	1039 unique values 0 missing
ATSC6v	numeric	1194 unique values 0 missing
Eig02_AEA.ri.	numeric	581 unique values 0 missing
JGI3	numeric	63 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	608 unique values 0 missing
X4A	numeric	49 unique values 0 missing
ATSC7e	numeric	662 unique values 0 missing
Eig02_EA	numeric	564 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA	numeric	867 unique values 0 missing
X4Av	numeric	44 unique values 0 missing
ATSC7i	numeric	905 unique values 0 missing
Eig02_EA.bo.	numeric	608 unique values 0 missing
JGI5	numeric	39 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	848 unique values 0 missing
X4sol	numeric	1030 unique values 0 missing
ATSC7m	numeric	1210 unique values 0 missing
Eig02_EA.dm.	numeric	108 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	298 unique values 0 missing
X4v	numeric	1042 unique values 0 missing
ATSC7p	numeric	1174 unique values 0 missing
Eig02_EA.ed.	numeric	866 unique values 0 missing
JGI7	numeric	27 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM12_EA.ed.	numeric	916 unique values 0 missing
X5	numeric	1021 unique values 0 missing
ATSC7s	numeric	1218 unique values 0 missing
Eig02_EA.ri.	numeric	563 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NssCH2	numeric	14 unique values 0 missing
SM12_EA.ri.	numeric	889 unique values 0 missing
X5A	numeric	41 unique values 0 missing
ATSC7v	numeric	1183 unique values 0 missing
Eig03_AEA.bo.	numeric	596 unique values 0 missing
JGI9	numeric	23 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	696 unique values 0 missing
X5Av	numeric	32 unique values 0 missing
ATSC8e	numeric	662 unique values 0 missing
Eig03_AEA.dm.	numeric	708 unique values 0 missing
JGT	numeric	288 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	929 unique values 0 missing
X5sol	numeric	1026 unique values 0 missing
ATSC8i	numeric	887 unique values 0 missing
Eig03_AEA.ed.	numeric	699 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM13_AEA.ed.	numeric	869 unique values 0 missing
X5v	numeric	990 unique values 0 missing
ATSC8m	numeric	1206 unique values 0 missing
Eig03_AEA.ri.	numeric	647 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	657 unique values 0 missing
Xindex	numeric	314 unique values 0 missing
ATSC8p	numeric	1158 unique values 0 missing
Eig03_EA	numeric	612 unique values 0 missing
LOC	numeric	470 unique values 0 missing
NsssCH	numeric	8 unique values 0 missing
SM13_EA	numeric	866 unique values 0 missing
XMOD	numeric	1185 unique values 0 missing
ATSC8s	numeric	1213 unique values 0 missing
Eig03_EA.bo.	numeric	657 unique values 0 missing
LPRS	numeric	1105 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.bo.	numeric	850 unique values 0 missing
Xt	numeric	137 unique values 0 missing
ATSC8v	numeric	1185 unique values 0 missing
Eig03_EA.dm.	numeric	87 unique values 0 missing
MATS1e	numeric	337 unique values 0 missing
NssssB.	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	119 unique values 0 missing
Xu	numeric	1077 unique values 0 missing
BAC	numeric	96 unique values 0 missing
Eig03_EA.ed.	numeric	902 unique values 0 missing
MATS1i	numeric	480 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	917 unique values 0 missing
Yindex	numeric	543 unique values 0 missing
BBI	numeric	65 unique values 0 missing
Eig03_EA.ri.	numeric	642 unique values 0 missing
MATS1m	numeric	183 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	937 unique values 0 missing
ZM1	numeric	100 unique values 0 missing
BIC0	numeric	181 unique values 0 missing
Eig04_AEA.bo.	numeric	636 unique values 0 missing
MATS1p	numeric	321 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	685 unique values 0 missing
ZM1Kup	numeric	1149 unique values 0 missing
BIC1	numeric	272 unique values 0 missing
Eig04_AEA.dm.	numeric	721 unique values 0 missing
MATS1s	numeric	311 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	942 unique values 0 missing
ZM1Mad	numeric	1179 unique values 0 missing
BIC2	numeric	228 unique values 0 missing
Eig04_AEA.ed.	numeric	735 unique values 0 missing
MATS1v	numeric	191 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	868 unique values 0 missing
ZM1MulPer	numeric	1210 unique values 0 missing
BIC3	numeric	171 unique values 0 missing
Eig04_AEA.ri.	numeric	719 unique values 0 missing
MATS2e	numeric	488 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	714 unique values 0 missing
ZM1Per	numeric	1200 unique values 0 missing
BIC4	numeric	162 unique values 0 missing
Eig04_EA	numeric	654 unique values 0 missing
MATS2i	numeric	428 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA	numeric	861 unique values 0 missing
ZM1V	numeric	249 unique values 0 missing
BIC5	numeric	157 unique values 0 missing
Eig04_EA.bo.	numeric	714 unique values 0 missing
MATS2m	numeric	329 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	869 unique values 0 missing
ZM2	numeric	214 unique values 0 missing
BID	numeric	163 unique values 0 missing
Eig04_EA.dm.	numeric	65 unique values 0 missing
MATS2p	numeric	388 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	276 unique values 0 missing
ZM2Kup	numeric	1199 unique values 0 missing
BLI	numeric	288 unique values 0 missing
Eig04_EA.ed.	numeric	929 unique values 0 missing
MATS2s	numeric	428 unique values 0 missing
O.	numeric	113 unique values 0 missing
SM14_EA.ed.	numeric	924 unique values 0 missing
ZM2Mad	numeric	1209 unique values 0 missing
BLTA96	numeric	396 unique values 0 missing
Eig04_EA.ri.	numeric	714 unique values 0 missing
MATS2v	numeric	378 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	930 unique values 0 missing
ZM2MulPer	numeric	1214 unique values 0 missing
BLTD48	numeric	386 unique values 0 missing
Eig05_AEA.bo.	numeric	667 unique values 0 missing
MATS3e	numeric	388 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	670 unique values 0 missing
ZM2Per	numeric	1203 unique values 0 missing
BLTF96	numeric	354 unique values 0 missing
Eig05_AEA.dm.	numeric	769 unique values 0 missing
MATS3i	numeric	424 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	941 unique values 0 missing
ZM2V	numeric	402 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	751 unique values 0 missing
MATS3m	numeric	360 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	882 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	745 unique values 0 missing
MATS3p	numeric	382 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	720 unique values 0 missing
C.	numeric	155 unique values 0 missing
Eig05_EA	numeric	696 unique values 0 missing
MATS3s	numeric	346 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_EA	numeric	891 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	720 unique values 0 missing
MATS3v	numeric	380 unique values 0 missing
ON0	numeric	180 unique values 0 missing
SM15_EA.bo.	numeric	861 unique values 0 missing
C.002	numeric	11 unique values 0 missing
Eig05_EA.dm.	numeric	39 unique values 0 missing
MATS4e	numeric	437 unique values 0 missing
ON0V	numeric	784 unique values 0 missing
SM15_EA.dm.	numeric	115 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig05_EA.ed.	numeric	942 unique values 0 missing
MATS4i	numeric	407 unique values 0 missing
ON1	numeric	294 unique values 0 missing
SM15_EA.ed.	numeric	949 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	772 unique values 0 missing
MATS4m	numeric	445 unique values 0 missing
ON1V	numeric	966 unique values 0 missing
SM15_EA.ri.	numeric	960 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	673 unique values 0 missing
MATS4p	numeric	428 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	1070 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig06_AEA.dm.	numeric	815 unique values 0 missing
MATS4s	numeric	405 unique values 0 missing
PCD	numeric	905 unique values 0 missing
SMTIV	numeric	1190 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	789 unique values 0 missing
MATS4v	numeric	447 unique values 0 missing
PCR	numeric	360 unique values 0 missing
SNar	numeric	219 unique values 0 missing
C.008	numeric	6 unique values 0 missing
Eig06_AEA.ri.	numeric	779 unique values 0 missing
MATS5e	numeric	465 unique values 0 missing
PDI	numeric	209 unique values 0 missing
Sp	numeric	1005 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA	numeric	685 unique values 0 missing
MATS5i	numeric	414 unique values 0 missing
PHI	numeric	1002 unique values 0 missing
SpAD_AEA.bo.	numeric	1110 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	740 unique values 0 missing
MATS5m	numeric	430 unique values 0 missing
piID	numeric	1001 unique values 0 missing
SpAD_AEA.dm.	numeric	1170 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	30 unique values 0 missing
MATS5p	numeric	420 unique values 0 missing
piPC01	numeric	108 unique values 0 missing
SpAD_AEA.ed.	numeric	1092 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	941 unique values 0 missing
MATS5s	numeric	409 unique values 0 missing
piPC02	numeric	297 unique values 0 missing
SpAD_AEA.ri.	numeric	1206 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	771 unique values 0 missing
MATS5v	numeric	412 unique values 0 missing
piPC03	numeric	613 unique values 0 missing
SpAD_EA	numeric	1087 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	672 unique values 0 missing
MATS6e	numeric	503 unique values 0 missing
piPC04	numeric	686 unique values 0 missing
SpAD_EA.bo.	numeric	1112 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	775 unique values 0 missing
MATS6i	numeric	433 unique values 0 missing
piPC05	numeric	711 unique values 0 missing
SpAD_EA.dm.	numeric	474 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	784 unique values 0 missing
MATS6m	numeric	448 unique values 0 missing
piPC06	numeric	802 unique values 0 missing
SpAD_EA.ed.	numeric	1102 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	763 unique values 0 missing
MATS6p	numeric	440 unique values 0 missing
piPC07	numeric	826 unique values 0 missing
SpAD_EA.ri.	numeric	1214 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_EA	numeric	670 unique values 0 missing
MATS6s	numeric	449 unique values 0 missing
piPC08	numeric	849 unique values 0 missing
SpDiam_AEA.bo.	numeric	525 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	725 unique values 0 missing
MATS6v	numeric	437 unique values 0 missing
piPC09	numeric	887 unique values 0 missing
SpDiam_AEA.dm.	numeric	556 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	19 unique values 0 missing
MATS7e	numeric	552 unique values 0 missing
piPC10	numeric	877 unique values 0 missing
SpDiam_AEA.ed.	numeric	680 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	914 unique values 0 missing
MATS7i	numeric	466 unique values 0 missing
PJI2	numeric	19 unique values 0 missing
SpDiam_AEA.ri.	numeric	500 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	745 unique values 0 missing
MATS7m	numeric	504 unique values 0 missing
Pol	numeric	76 unique values 0 missing
SpDiam_EA	numeric	445 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig08_AEA.bo.	numeric	698 unique values 0 missing
MATS7p	numeric	464 unique values 0 missing
Psi_e_0	numeric	1089 unique values 0 missing
SpDiam_EA.bo.	numeric	516 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.dm.	numeric	748 unique values 0 missing
MATS7s	numeric	530 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	134 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.ed.	numeric	766 unique values 0 missing
MATS7v	numeric	465 unique values 0 missing
Psi_e_1	numeric	1059 unique values 0 missing
SpDiam_EA.ed.	numeric	809 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	767 unique values 0 missing
MATS8e	numeric	594 unique values 0 missing
Psi_e_A	numeric	608 unique values 0 missing
SpDiam_EA.ri.	numeric	494 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA	numeric	696 unique values 0 missing
MATS8i	numeric	507 unique values 0 missing
Psi_i_0	numeric	1117 unique values 0 missing
SPI	numeric	1058 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	743 unique values 0 missing
MATS8m	numeric	527 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SpMAD_AEA.bo.	numeric	169 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	14 unique values 0 missing
MATS8p	numeric	515 unique values 0 missing
Psi_i_1	numeric	1141 unique values 0 missing
SpMAD_AEA.dm.	numeric	232 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	913 unique values 0 missing
MATS8s	numeric	552 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	206 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	756 unique values 0 missing
MATS8v	numeric	500 unique values 0 missing
Psi_i_A	numeric	608 unique values 0 missing
SpMAD_AEA.ri.	numeric	159 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	699 unique values 0 missing
MAXDN	numeric	913 unique values 0 missing
Psi_i_s	numeric	695 unique values 0 missing
SpMAD_EA	numeric	153 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	761 unique values 0 missing
MAXDP	numeric	1059 unique values 0 missing
Psi_i_t	numeric	16 unique values 0 missing
SpMAD_EA.bo.	numeric	370 unique values 0 missing
C.035	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	747 unique values 0 missing
MCD	numeric	214 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	385 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	775 unique values 0 missing
MDDD	numeric	1060 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	623 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_EA	numeric	699 unique values 0 missing
Me	numeric	89 unique values 0 missing
P_VSA_e_1	numeric	41 unique values 0 missing
SpMAD_EA.ri.	numeric	204 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	757 unique values 0 missing
Mi	numeric	77 unique values 0 missing
P_VSA_e_2	numeric	1139 unique values 0 missing
SpMax1_Bh.e.	numeric	273 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	7 unique values 0 missing
MLOGP	numeric	930 unique values 0 missing
P_VSA_e_3	numeric	380 unique values 0 missing
SpMax1_Bh.i.	numeric	268 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_EA.ed.	numeric	888 unique values 0 missing
MLOGP2	numeric	1051 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	383 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	756 unique values 0 missing
Mp	numeric	172 unique values 0 missing
P_VSA_e_5	numeric	118 unique values 0 missing
SpMax1_Bh.p.	numeric	300 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	737 unique values 0 missing
MPC01	numeric	46 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	217 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	773 unique values 0 missing
MPC02	numeric	65 unique values 0 missing
P_VSA_i_1	numeric	26 unique values 0 missing
SpMax1_Bh.v.	numeric	283 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	743 unique values 0 missing
MPC03	numeric	90 unique values 0 missing
P_VSA_i_2	numeric	1134 unique values 0 missing
SpMax2_Bh.e.	numeric	339 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	790 unique values 0 missing
MPC04	numeric	119 unique values 0 missing
P_VSA_i_3	numeric	617 unique values 0 missing
SpMax2_Bh.i.	numeric	332 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_EA	numeric	713 unique values 0 missing
MPC05	numeric	154 unique values 0 missing
P_VSA_i_4	numeric	484 unique values 0 missing
SpMax2_Bh.m.	numeric	424 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	765 unique values 0 missing
MPC06	numeric	187 unique values 0 missing
P_VSA_LogP_1	numeric	57 unique values 0 missing
SpMax2_Bh.p.	numeric	373 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC07	numeric	223 unique values 0 missing
P_VSA_LogP_2	numeric	309 unique values 0 missing
SpMax2_Bh.s.	numeric	394 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	871 unique values 0 missing
MPC08	numeric	266 unique values 0 missing
P_VSA_LogP_3	numeric	262 unique values 0 missing
SpMax2_Bh.v.	numeric	364 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	774 unique values 0 missing
MPC09	numeric	309 unique values 0 missing
P_VSA_LogP_4	numeric	531 unique values 0 missing
SpMax3_Bh.e.	numeric	504 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	732 unique values 0 missing
MPC10	numeric	333 unique values 0 missing
P_VSA_LogP_5	numeric	935 unique values 0 missing
SpMax3_Bh.i.	numeric	482 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	747 unique values 0 missing
MSD	numeric	1011 unique values 0 missing
P_VSA_LogP_6	numeric	261 unique values 0 missing
SpMax3_Bh.m.	numeric	528 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	725 unique values 0 missing
Mv	numeric	176 unique values 0 missing
P_VSA_LogP_7	numeric	130 unique values 0 missing
SpMax3_Bh.p.	numeric	548 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
Eig11_AEA.ri.	numeric	818 unique values 0 missing
MW	numeric	1056 unique values 0 missing
P_VSA_LogP_8	numeric	25 unique values 0 missing
SpMax3_Bh.s.	numeric	528 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA	numeric	716 unique values 0 missing
MWC01	numeric	46 unique values 0 missing
P_VSA_m_1	numeric	40 unique values 0 missing
SpMax3_Bh.v.	numeric	546 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	784 unique values 0 missing
MWC02	numeric	100 unique values 0 missing
P_VSA_m_2	numeric	1150 unique values 0 missing
SpMax4_Bh.e.	numeric	634 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.dm.	numeric	8 unique values 0 missing
MWC03	numeric	214 unique values 0 missing
P_VSA_m_3	numeric	190 unique values 0 missing
SpMax4_Bh.i.	numeric	607 unique values 0 missing
CATS2D_02_AL	numeric	16 unique values 0 missing
Eig11_EA.ed.	numeric	823 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

1257

Number of instances (rows) of the dataset.

NumberOfFeatures

1398

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

1397

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.88

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.56

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

1257

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.89

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

35652.51

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

0.59

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

1.11

Number of attributes divided by the number of instances.

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.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-35.45

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxSkewnessOfNumericAtts

35.45

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

10.67

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.34

Average class difference between consecutive instances.

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

75719.26

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.75

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanKurtosisOfNumericAtts

42.63

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.27

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

104.87

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

0.71

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.33

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

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

0.18

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

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

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

-0.36

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

2.12

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.19

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

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

113.06

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy