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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1868

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: CHEMBL1868 (TID: 10979), and it has 1671 rows and 1398 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).

1400 features

pXC50 (target)	numeric	450 unique values 0 missing
molecule_id (row identifier)	nominal	1671 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS2i	numeric	532 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SIC5	numeric	175 unique values 0 missing
SpMin6_Bh.i.	numeric	636 unique values 0 missing
AAC	numeric	542 unique values 0 missing
CATS2D_08_AA	numeric	15 unique values 0 missing
GATS2m	numeric	464 unique values 0 missing
nCs	numeric	23 unique values 0 missing
SM02_AEA.bo.	numeric	466 unique values 0 missing
SpMin6_Bh.m.	numeric	593 unique values 0 missing
AECC	numeric	928 unique values 0 missing
CATS2D_08_AL	numeric	26 unique values 0 missing
GATS2p	numeric	446 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SM02_AEA.dm.	numeric	736 unique values 0 missing
SpMin6_Bh.p.	numeric	628 unique values 0 missing
ALOGP	numeric	1293 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2s	numeric	560 unique values 0 missing
nCsp2	numeric	30 unique values 0 missing
SM02_AEA.ed.	numeric	229 unique values 0 missing
SpMin6_Bh.s.	numeric	606 unique values 0 missing
ALOGP2	numeric	1469 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2v	numeric	387 unique values 0 missing
nCsp3	numeric	27 unique values 0 missing
SM02_AEA.ri.	numeric	1047 unique values 0 missing
SpMin6_Bh.v.	numeric	615 unique values 0 missing
AMR	numeric	1484 unique values 0 missing
CATS2D_08_DA	numeric	20 unique values 0 missing
GATS3e	numeric	602 unique values 0 missing
nCt	numeric	5 unique values 0 missing
SM02_EA	numeric	78 unique values 0 missing
SpMin7_Bh.e.	numeric	593 unique values 0 missing
AMW	numeric	1030 unique values 0 missing
CATS2D_08_DD	numeric	11 unique values 0 missing
GATS3i	numeric	463 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	307 unique values 0 missing
SpMin7_Bh.i.	numeric	602 unique values 0 missing
ARR	numeric	248 unique values 0 missing
CATS2D_08_DL	numeric	22 unique values 0 missing
GATS3m	numeric	415 unique values 0 missing
nDB	numeric	15 unique values 0 missing
SM02_EA.dm.	numeric	454 unique values 0 missing
SpMin7_Bh.m.	numeric	575 unique values 0 missing
ATS1e	numeric	738 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3p	numeric	430 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SM02_EA.ed.	numeric	437 unique values 0 missing
SpMin7_Bh.p.	numeric	622 unique values 0 missing
ATS1i	numeric	777 unique values 0 missing
CATS2D_08_DP	numeric	6 unique values 0 missing
GATS3s	numeric	608 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	736 unique values 0 missing
SpMin7_Bh.s.	numeric	541 unique values 0 missing
ATS1m	numeric	712 unique values 0 missing
CATS2D_08_LL	numeric	29 unique values 0 missing
GATS3v	numeric	391 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	625 unique values 0 missing
SpMin7_Bh.v.	numeric	615 unique values 0 missing
ATS1p	numeric	725 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4e	numeric	650 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	718 unique values 0 missing
SpMin8_Bh.e.	numeric	592 unique values 0 missing
ATS1s	numeric	719 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4i	numeric	434 unique values 0 missing
NdO	numeric	13 unique values 0 missing
SM03_AEA.ed.	numeric	626 unique values 0 missing
SpMin8_Bh.i.	numeric	596 unique values 0 missing
ATS1v	numeric	719 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4m	numeric	517 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1014 unique values 0 missing
SpMin8_Bh.m.	numeric	607 unique values 0 missing
ATS2e	numeric	822 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4p	numeric	491 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_EA	numeric	28 unique values 0 missing
SpMin8_Bh.p.	numeric	643 unique values 0 missing
ATS2i	numeric	823 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4s	numeric	689 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.bo.	numeric	133 unique values 0 missing
SpMin8_Bh.s.	numeric	498 unique values 0 missing
ATS2m	numeric	729 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4v	numeric	428 unique values 0 missing
NdssC	numeric	16 unique values 0 missing
SM03_EA.dm.	numeric	86 unique values 0 missing
SpMin8_Bh.v.	numeric	613 unique values 0 missing
ATS2p	numeric	761 unique values 0 missing
CATS2D_09_AL	numeric	27 unique values 0 missing
GATS5e	numeric	823 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	414 unique values 0 missing
SRW02	numeric	58 unique values 0 missing
ATS2s	numeric	860 unique values 0 missing
CATS2D_09_AN	numeric	6 unique values 0 missing
GATS5i	numeric	488 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	716 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS2v	numeric	747 unique values 0 missing
CATS2D_09_AP	numeric	6 unique values 0 missing
GATS5m	numeric	656 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	677 unique values 0 missing
SRW04	numeric	161 unique values 0 missing
ATS3e	numeric	818 unique values 0 missing
CATS2D_09_DA	numeric	17 unique values 0 missing
GATS5p	numeric	523 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	723 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS3i	numeric	859 unique values 0 missing
CATS2D_09_DD	numeric	14 unique values 0 missing
GATS5s	numeric	905 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.ed.	numeric	718 unique values 0 missing
SRW06	numeric	502 unique values 0 missing
ATS3m	numeric	780 unique values 0 missing
CATS2D_09_DL	numeric	22 unique values 0 missing
GATS5v	numeric	437 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	992 unique values 0 missing
SRW07	numeric	33 unique values 0 missing
ATS3p	numeric	816 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS6e	numeric	797 unique values 0 missing
nH	numeric	52 unique values 0 missing
SM04_EA	numeric	277 unique values 0 missing
SRW08	numeric	722 unique values 0 missing
ATS3s	numeric	833 unique values 0 missing
CATS2D_09_DP	numeric	6 unique values 0 missing
GATS6i	numeric	541 unique values 0 missing
nHAcc	numeric	24 unique values 0 missing
SM04_EA.bo.	numeric	680 unique values 0 missing
SRW09	numeric	119 unique values 0 missing
ATS3v	numeric	812 unique values 0 missing
CATS2D_09_LL	numeric	29 unique values 0 missing
GATS6m	numeric	618 unique values 0 missing
nHDon	numeric	20 unique values 0 missing
SM04_EA.dm.	numeric	517 unique values 0 missing
SRW10	numeric	732 unique values 0 missing
ATS4e	numeric	927 unique values 0 missing
CATS2D_09_NL	numeric	8 unique values 0 missing
GATS6p	numeric	548 unique values 0 missing
nHet	numeric	26 unique values 0 missing
SM04_EA.ed.	numeric	853 unique values 0 missing
SsBr	numeric	81 unique values 0 missing
ATS4i	numeric	897 unique values 0 missing
CATS2D_09_PL	numeric	9 unique values 0 missing
GATS6s	numeric	867 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM04_EA.ri.	numeric	780 unique values 0 missing
SsCH3	numeric	858 unique values 0 missing
ATS4m	numeric	844 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6v	numeric	476 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	652 unique values 0 missing
SsCl	numeric	270 unique values 0 missing
ATS4p	numeric	908 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS7e	numeric	883 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	743 unique values 0 missing
SsF	numeric	422 unique values 0 missing
ATS4s	numeric	893 unique values 0 missing
CENT	numeric	986 unique values 0 missing
GATS7i	numeric	558 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	762 unique values 0 missing
SsI	numeric	13 unique values 0 missing
ATS4v	numeric	884 unique values 0 missing
Chi0_AEA.bo.	numeric	834 unique values 0 missing
GATS7m	numeric	675 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	961 unique values 0 missing
SsNH2	numeric	365 unique values 0 missing
ATS5e	numeric	955 unique values 0 missing
Chi0_AEA.dm.	numeric	834 unique values 0 missing
GATS7p	numeric	557 unique values 0 missing
nN	numeric	17 unique values 0 missing
SM05_EA	numeric	130 unique values 0 missing
SsOH	numeric	256 unique values 0 missing
ATS5i	numeric	936 unique values 0 missing
Chi0_AEA.ed.	numeric	834 unique values 0 missing
GATS7s	numeric	927 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	726 unique values 0 missing
SssCH2	numeric	1033 unique values 0 missing
ATS5m	numeric	890 unique values 0 missing
Chi0_AEA.ri.	numeric	834 unique values 0 missing
GATS7v	numeric	457 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	150 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS5p	numeric	939 unique values 0 missing
Chi0_EA	numeric	834 unique values 0 missing
GATS8e	numeric	840 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	888 unique values 0 missing
SssNH	numeric	1059 unique values 0 missing
ATS5s	numeric	927 unique values 0 missing
Chi0_EA.bo.	numeric	1151 unique values 0 missing
GATS8i	numeric	523 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	871 unique values 0 missing
SssO	numeric	537 unique values 0 missing
ATS5v	numeric	913 unique values 0 missing
Chi0_EA.dm.	numeric	1204 unique values 0 missing
GATS8m	numeric	638 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	699 unique values 0 missing
SssS	numeric	34 unique values 0 missing
ATS6e	numeric	988 unique values 0 missing
Chi0_EA.ed.	numeric	1216 unique values 0 missing
GATS8p	numeric	530 unique values 0 missing
NNRS	numeric	20 unique values 0 missing
SM06_AEA.dm.	numeric	794 unique values 0 missing
SsssCH	numeric	315 unique values 0 missing
ATS6i	numeric	974 unique values 0 missing
Chi0_EA.ri.	numeric	1469 unique values 0 missing
GATS8s	numeric	898 unique values 0 missing
nO	numeric	19 unique values 0 missing
SM06_AEA.ed.	numeric	767 unique values 0 missing
SsssN	numeric	380 unique values 0 missing
ATS6m	numeric	915 unique values 0 missing
Chi1_AEA.bo.	numeric	1069 unique values 0 missing
GATS8v	numeric	471 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	908 unique values 0 missing
SssssC	numeric	259 unique values 0 missing
ATS6p	numeric	937 unique values 0 missing
Chi1_AEA.dm.	numeric	1069 unique values 0 missing
GGI1	numeric	34 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_EA	numeric	772 unique values 0 missing
StCH	numeric	7 unique values 0 missing
ATS6s	numeric	951 unique values 0 missing
Chi1_AEA.ed.	numeric	1069 unique values 0 missing
GGI10	numeric	327 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	752 unique values 0 missing
StN	numeric	78 unique values 0 missing
ATS6v	numeric	956 unique values 0 missing
Chi1_AEA.ri.	numeric	1069 unique values 0 missing
GGI2	numeric	60 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	477 unique values 0 missing
StsC	numeric	113 unique values 0 missing
ATS7e	numeric	1019 unique values 0 missing
Chi1_EA	numeric	1069 unique values 0 missing
GGI3	numeric	318 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	915 unique values 0 missing
Sv	numeric	1282 unique values 0 missing
ATS7i	numeric	995 unique values 0 missing
Chi1_EA.bo.	numeric	1214 unique values 0 missing
GGI4	numeric	805 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	863 unique values 0 missing
TIC0	numeric	1176 unique values 0 missing
ATS7m	numeric	975 unique values 0 missing
Chi1_EA.dm.	numeric	1269 unique values 0 missing
GGI5	numeric	561 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	744 unique values 0 missing
TIC1	numeric	1422 unique values 0 missing
ATS7p	numeric	990 unique values 0 missing
Chi1_EA.ed.	numeric	1140 unique values 0 missing
GGI6	numeric	656 unique values 0 missing
nP..O.R3.nPR5	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	790 unique values 0 missing
TIC2	numeric	1409 unique values 0 missing
ATS7s	numeric	1005 unique values 0 missing
Chi1_EA.ri.	numeric	1537 unique values 0 missing
GGI7	numeric	584 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	813 unique values 0 missing
TIC3	numeric	1077 unique values 0 missing
ATS7v	numeric	991 unique values 0 missing
CIC0	numeric	877 unique values 0 missing
GGI8	numeric	500 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	941 unique values 0 missing
TIC4	numeric	969 unique values 0 missing
ATS8e	numeric	1043 unique values 0 missing
CIC1	numeric	942 unique values 0 missing
GGI9	numeric	416 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA	numeric	588 unique values 0 missing
TIC5	numeric	967 unique values 0 missing
ATS8i	numeric	1036 unique values 0 missing
CIC2	numeric	845 unique values 0 missing
GMTI	numeric	1278 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_EA.bo.	numeric	841 unique values 0 missing
TIE	numeric	1638 unique values 0 missing
ATS8m	numeric	1022 unique values 0 missing
CIC3	numeric	657 unique values 0 missing
GMTIV	numeric	1598 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	152 unique values 0 missing
TPC	numeric	902 unique values 0 missing
ATS8p	numeric	1030 unique values 0 missing
CIC4	numeric	594 unique values 0 missing
GNar	numeric	264 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	976 unique values 0 missing
TPSA.NO.	numeric	755 unique values 0 missing
ATS8s	numeric	1036 unique values 0 missing
CIC5	numeric	578 unique values 0 missing
H.	numeric	200 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	930 unique values 0 missing
TPSA.Tot.	numeric	798 unique values 0 missing
ATS8v	numeric	1038 unique values 0 missing
CID	numeric	584 unique values 0 missing
H.046	numeric	20 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	749 unique values 0 missing
TRS	numeric	39 unique values 0 missing
ATSC1e	numeric	301 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.047	numeric	35 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	810 unique values 0 missing
TWC	numeric	796 unique values 0 missing
ATSC1i	numeric	692 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	853 unique values 0 missing
Uc	numeric	34 unique values 0 missing
ATSC1m	numeric	1349 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM08_AEA.ri.	numeric	963 unique values 0 missing
Ui	numeric	39 unique values 0 missing
ATSC1p	numeric	1225 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	20 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_EA	numeric	843 unique values 0 missing
Uindex	numeric	1287 unique values 0 missing
ATSC1s	numeric	1454 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	821 unique values 0 missing
UNIP	numeric	254 unique values 0 missing
ATSC1v	numeric	1291 unique values 0 missing
CSI	numeric	812 unique values 0 missing
H.052	numeric	20 unique values 0 missing
nR09	numeric	7 unique values 0 missing
SM08_EA.dm.	numeric	420 unique values 0 missing
VAR	numeric	271 unique values 0 missing
ATSC2e	numeric	648 unique values 0 missing
DBI	numeric	66 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	995 unique values 0 missing
Vindex	numeric	240 unique values 0 missing
ATSC2i	numeric	926 unique values 0 missing
D.Dtr03	numeric	39 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.ri.	numeric	963 unique values 0 missing
VvdwMG	numeric	1151 unique values 0 missing
ATSC2m	numeric	1437 unique values 0 missing
D.Dtr04	numeric	19 unique values 0 missing
HDcpx	numeric	292 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM09_AEA.bo.	numeric	439 unique values 0 missing
VvdwZAZ	numeric	1312 unique values 0 missing
ATSC2p	numeric	1353 unique values 0 missing
D.Dtr05	numeric	1032 unique values 0 missing
HNar	numeric	254 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	824 unique values 0 missing
Vx	numeric	1151 unique values 0 missing
ATSC2s	numeric	1592 unique values 0 missing
D.Dtr06	numeric	1307 unique values 0 missing
HVcpx	numeric	818 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	866 unique values 0 missing
Wap	numeric	1182 unique values 0 missing
ATSC2v	numeric	1395 unique values 0 missing
D.Dtr07	numeric	38 unique values 0 missing
Hy	numeric	547 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	953 unique values 0 missing
X.	numeric	91 unique values 0 missing
ATSC3e	numeric	688 unique values 0 missing
D.Dtr08	numeric	99 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_EA	numeric	878 unique values 0 missing
X0	numeric	494 unique values 0 missing
ATSC3i	numeric	982 unique values 0 missing
D.Dtr09	numeric	738 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	892 unique values 0 missing
X0A	numeric	91 unique values 0 missing
ATSC3m	numeric	1538 unique values 0 missing
D.Dtr10	numeric	274 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCONH2	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	138 unique values 0 missing
X0Av	numeric	157 unique values 0 missing
ATSC3p	numeric	1449 unique values 0 missing
D.Dtr11	numeric	35 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCONHR	numeric	11 unique values 0 missing
SM09_EA.ed.	numeric	1000 unique values 0 missing
X0sol	numeric	712 unique values 0 missing
ATSC3s	numeric	1627 unique values 0 missing
D.Dtr12	numeric	86 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	983 unique values 0 missing
X0v	numeric	1330 unique values 0 missing
ATSC3v	numeric	1463 unique values 0 missing
DECC	numeric	851 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
SM10_AEA.bo.	numeric	554 unique values 0 missing
X1	numeric	873 unique values 0 missing
ATSC4e	numeric	798 unique values 0 missing
DELS	numeric	1623 unique values 0 missing
IAC	numeric	1176 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	742 unique values 0 missing
X1A	numeric	59 unique values 0 missing
ATSC4i	numeric	1041 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	542 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	896 unique values 0 missing
X1Av	numeric	117 unique values 0 missing
ATSC4m	numeric	1599 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	766 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	998 unique values 0 missing
X1Kup	numeric	1371 unique values 0 missing
ATSC4p	numeric	1523 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	843 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA	numeric	880 unique values 0 missing
X1Mad	numeric	1426 unique values 0 missing
ATSC4s	numeric	1636 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	749 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	890 unique values 0 missing
X1MulPer	numeric	1370 unique values 0 missing
ATSC4v	numeric	1550 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	692 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	342 unique values 0 missing
X1Per	numeric	1369 unique values 0 missing
ATSC5e	numeric	836 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	691 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1026 unique values 0 missing
X1sol	numeric	1032 unique values 0 missing
ATSC5i	numeric	1048 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	628 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	1019 unique values 0 missing
X1v	numeric	1384 unique values 0 missing
ATSC5m	numeric	1619 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	457 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	601 unique values 0 missing
X2	numeric	1190 unique values 0 missing
ATSC5p	numeric	1524 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	403 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM11_AEA.dm.	numeric	926 unique values 0 missing
X2A	numeric	68 unique values 0 missing
ATSC5s	numeric	1635 unique values 0 missing
DLS_cons	numeric	51 unique values 0 missing
IDE	numeric	853 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	928 unique values 0 missing
X2Av	numeric	101 unique values 0 missing
ATSC5v	numeric	1560 unique values 0 missing
Dz	numeric	343 unique values 0 missing
IDET	numeric	1316 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	518 unique values 0 missing
X2sol	numeric	1220 unique values 0 missing
ATSC6e	numeric	786 unique values 0 missing
ECC	numeric	558 unique values 0 missing
IDM	numeric	951 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_EA	numeric	931 unique values 0 missing
X2v	numeric	1416 unique values 0 missing
ATSC6i	numeric	1060 unique values 0 missing
Eig01_AEA.bo.	numeric	426 unique values 0 missing
IDMT	numeric	1316 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	943 unique values 0 missing
X3	numeric	1212 unique values 0 missing
ATSC6m	numeric	1609 unique values 0 missing
Eig01_AEA.dm.	numeric	568 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	129 unique values 0 missing
X3A	numeric	58 unique values 0 missing
ATSC6p	numeric	1522 unique values 0 missing
Eig01_AEA.ed.	numeric	523 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.ed.	numeric	1044 unique values 0 missing
X3Av	numeric	67 unique values 0 missing
ATSC6s	numeric	1640 unique values 0 missing
Eig01_AEA.ri.	numeric	460 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM11_EA.ri.	numeric	1058 unique values 0 missing
X3sol	numeric	1230 unique values 0 missing
ATSC6v	numeric	1554 unique values 0 missing
Eig01_EA	numeric	439 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	678 unique values 0 missing
X3v	numeric	1391 unique values 0 missing
ATSC7e	numeric	771 unique values 0 missing
Eig01_EA.bo.	numeric	518 unique values 0 missing
ISIZ	numeric	86 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	1003 unique values 0 missing
X4	numeric	1226 unique values 0 missing
ATSC7i	numeric	1071 unique values 0 missing
Eig01_EA.dm.	numeric	107 unique values 0 missing
IVDE	numeric	343 unique values 0 missing
nSK	numeric	54 unique values 0 missing
SM12_AEA.ed.	numeric	929 unique values 0 missing
X4A	numeric	48 unique values 0 missing
ATSC7m	numeric	1604 unique values 0 missing
Eig01_EA.ed.	numeric	742 unique values 0 missing
IVDM	numeric	381 unique values 0 missing
NsNH2	numeric	7 unique values 0 missing
SM12_AEA.ri.	numeric	631 unique values 0 missing
X4Av	numeric	44 unique values 0 missing
ATSC7p	numeric	1518 unique values 0 missing
Eig01_EA.ri.	numeric	470 unique values 0 missing
JGI1	numeric	145 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA	numeric	949 unique values 0 missing
X4sol	numeric	1241 unique values 0 missing
ATSC7s	numeric	1620 unique values 0 missing
Eig02_AEA.bo.	numeric	524 unique values 0 missing
JGI10	numeric	18 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	958 unique values 0 missing
X4v	numeric	1302 unique values 0 missing
ATSC7v	numeric	1555 unique values 0 missing
Eig02_AEA.dm.	numeric	669 unique values 0 missing
JGI2	numeric	66 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	315 unique values 0 missing
X5	numeric	1174 unique values 0 missing
ATSC8e	numeric	756 unique values 0 missing
Eig02_AEA.ed.	numeric	648 unique values 0 missing
JGI3	numeric	59 unique values 0 missing
NsOH	numeric	9 unique values 0 missing
SM12_EA.ed.	numeric	1045 unique values 0 missing
X5A	numeric	40 unique values 0 missing
ATSC8i	numeric	1059 unique values 0 missing
Eig02_AEA.ri.	numeric	585 unique values 0 missing
JGI4	numeric	46 unique values 0 missing
NssCH2	numeric	19 unique values 0 missing
SM12_EA.ri.	numeric	1092 unique values 0 missing
X5Av	numeric	30 unique values 0 missing
ATSC8m	numeric	1591 unique values 0 missing
Eig02_EA	numeric	554 unique values 0 missing
JGI5	numeric	39 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	746 unique values 0 missing
X5sol	numeric	1224 unique values 0 missing
ATSC8p	numeric	1521 unique values 0 missing
Eig02_EA.bo.	numeric	631 unique values 0 missing
JGI6	numeric	27 unique values 0 missing
NssNH	numeric	12 unique values 0 missing
SM13_AEA.dm.	numeric	1035 unique values 0 missing
X5v	numeric	1250 unique values 0 missing
ATSC8s	numeric	1617 unique values 0 missing
Eig02_EA.dm.	numeric	101 unique values 0 missing
JGI7	numeric	24 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.ed.	numeric	966 unique values 0 missing
Xindex	numeric	298 unique values 0 missing
ATSC8v	numeric	1554 unique values 0 missing
Eig02_EA.ed.	numeric	926 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	639 unique values 0 missing
XMOD	numeric	1475 unique values 0 missing
BAC	numeric	103 unique values 0 missing
Eig02_EA.ri.	numeric	573 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NsssCH	numeric	14 unique values 0 missing
SM13_EA	numeric	988 unique values 0 missing
Xt	numeric	141 unique values 0 missing
BBI	numeric	78 unique values 0 missing
Eig03_AEA.bo.	numeric	577 unique values 0 missing
JGT	numeric	280 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.bo.	numeric	972 unique values 0 missing
Xu	numeric	1271 unique values 0 missing
BIC0	numeric	174 unique values 0 missing
Eig03_AEA.dm.	numeric	720 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.dm.	numeric	119 unique values 0 missing
Yindex	numeric	528 unique values 0 missing
BIC1	numeric	267 unique values 0 missing
Eig03_AEA.ed.	numeric	734 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1051 unique values 0 missing
ZM1	numeric	116 unique values 0 missing
BIC2	numeric	231 unique values 0 missing
Eig03_AEA.ri.	numeric	625 unique values 0 missing
LOC	numeric	488 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1113 unique values 0 missing
ZM1Kup	numeric	1405 unique values 0 missing
BIC3	numeric	167 unique values 0 missing
Eig03_EA	numeric	601 unique values 0 missing
LPRS	numeric	1315 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	777 unique values 0 missing
ZM1Mad	numeric	1476 unique values 0 missing
BIC4	numeric	159 unique values 0 missing
Eig03_EA.bo.	numeric	639 unique values 0 missing
MATS1e	numeric	337 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1073 unique values 0 missing
ZM1MulPer	numeric	1569 unique values 0 missing
BIC5	numeric	155 unique values 0 missing
Eig03_EA.dm.	numeric	81 unique values 0 missing
MATS1i	numeric	474 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	965 unique values 0 missing
ZM1Per	numeric	1545 unique values 0 missing
BID	numeric	164 unique values 0 missing
Eig03_EA.ed.	numeric	1003 unique values 0 missing
MATS1m	numeric	187 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	728 unique values 0 missing
ZM1V	numeric	256 unique values 0 missing
BLI	numeric	289 unique values 0 missing
Eig03_EA.ri.	numeric	629 unique values 0 missing
MATS1p	numeric	339 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA	numeric	968 unique values 0 missing
ZM2	numeric	224 unique values 0 missing
BLTA96	numeric	413 unique values 0 missing
Eig04_AEA.bo.	numeric	647 unique values 0 missing
MATS1s	numeric	343 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	974 unique values 0 missing
ZM2Kup	numeric	1521 unique values 0 missing
BLTD48	numeric	402 unique values 0 missing
Eig04_AEA.dm.	numeric	762 unique values 0 missing
MATS1v	numeric	195 unique values 0 missing
O.	numeric	110 unique values 0 missing
SM14_EA.dm.	numeric	287 unique values 0 missing
ZM2Mad	numeric	1549 unique values 0 missing
BLTF96	numeric	372 unique values 0 missing
Eig04_AEA.ed.	numeric	765 unique values 0 missing
MATS2e	numeric	592 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM14_EA.ed.	numeric	1051 unique values 0 missing
ZM2MulPer	numeric	1602 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_AEA.ri.	numeric	754 unique values 0 missing
MATS2i	numeric	507 unique values 0 missing
O.057	numeric	7 unique values 0 missing
SM14_EA.ri.	numeric	1124 unique values 0 missing
ZM2Per	numeric	1579 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA	numeric	678 unique values 0 missing
MATS2m	numeric	320 unique values 0 missing
O.058	numeric	12 unique values 0 missing
SM15_AEA.bo.	numeric	733 unique values 0 missing
ZM2V	numeric	413 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_EA.bo.	numeric	728 unique values 0 missing
MATS2p	numeric	408 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_AEA.dm.	numeric	1086 unique values 0 missing
C.	numeric	163 unique values 0 missing
Eig04_EA.dm.	numeric	74 unique values 0 missing
MATS2s	numeric	485 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ed.	numeric	963 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig04_EA.ed.	numeric	1035 unique values 0 missing
MATS2v	numeric	384 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ri.	numeric	773 unique values 0 missing
C.002	numeric	17 unique values 0 missing
Eig04_EA.ri.	numeric	773 unique values 0 missing
MATS3e	numeric	378 unique values 0 missing
ON0	numeric	185 unique values 0 missing
SM15_EA	numeric	983 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig05_AEA.bo.	numeric	704 unique values 0 missing
MATS3i	numeric	386 unique values 0 missing
ON0V	numeric	881 unique values 0 missing
SM15_EA.bo.	numeric	977 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	845 unique values 0 missing
MATS3m	numeric	337 unique values 0 missing
ON1	numeric	306 unique values 0 missing
SM15_EA.dm.	numeric	117 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_AEA.ed.	numeric	817 unique values 0 missing
MATS3p	numeric	391 unique values 0 missing
ON1V	numeric	1150 unique values 0 missing
SM15_EA.ed.	numeric	1048 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig05_AEA.ri.	numeric	826 unique values 0 missing
MATS3s	numeric	351 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	1147 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_EA	numeric	746 unique values 0 missing
MATS3v	numeric	375 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	1284 unique values 0 missing
C.008	numeric	11 unique values 0 missing
Eig05_EA.bo.	numeric	773 unique values 0 missing
MATS4e	numeric	476 unique values 0 missing
PCD	numeric	1034 unique values 0 missing
SMTIV	numeric	1571 unique values 0 missing
C.009	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	52 unique values 0 missing
MATS4i	numeric	407 unique values 0 missing
PCR	numeric	379 unique values 0 missing
SNar	numeric	222 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1073 unique values 0 missing
MATS4m	numeric	416 unique values 0 missing
PDI	numeric	217 unique values 0 missing
Sp	numeric	1177 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	827 unique values 0 missing
MATS4p	numeric	444 unique values 0 missing
PHI	numeric	1193 unique values 0 missing
SpAD_AEA.bo.	numeric	1325 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	729 unique values 0 missing
MATS4s	numeric	428 unique values 0 missing
piID	numeric	1151 unique values 0 missing
SpAD_AEA.dm.	numeric	1472 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	902 unique values 0 missing
MATS4v	numeric	430 unique values 0 missing
piPC01	numeric	119 unique values 0 missing
SpAD_AEA.ed.	numeric	1297 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	857 unique values 0 missing
MATS5e	numeric	526 unique values 0 missing
piPC02	numeric	307 unique values 0 missing
SpAD_AEA.ri.	numeric	1588 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	860 unique values 0 missing
MATS5i	numeric	448 unique values 0 missing
piPC03	numeric	612 unique values 0 missing
SpAD_EA	numeric	1296 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig06_EA	numeric	777 unique values 0 missing
MATS5m	numeric	472 unique values 0 missing
piPC04	numeric	712 unique values 0 missing
SpAD_EA.bo.	numeric	1334 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	778 unique values 0 missing
MATS5p	numeric	458 unique values 0 missing
piPC05	numeric	773 unique values 0 missing
SpAD_EA.dm.	numeric	523 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	48 unique values 0 missing
MATS5s	numeric	485 unique values 0 missing
piPC06	numeric	874 unique values 0 missing
SpAD_EA.ed.	numeric	1307 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1086 unique values 0 missing
MATS5v	numeric	441 unique values 0 missing
piPC07	numeric	905 unique values 0 missing
SpAD_EA.ri.	numeric	1594 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	843 unique values 0 missing
MATS6e	numeric	527 unique values 0 missing
piPC08	numeric	980 unique values 0 missing
SpDiam_AEA.bo.	numeric	558 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	716 unique values 0 missing
MATS6i	numeric	464 unique values 0 missing
piPC09	numeric	1007 unique values 0 missing
SpDiam_AEA.dm.	numeric	570 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	860 unique values 0 missing
MATS6m	numeric	453 unique values 0 missing
piPC10	numeric	1000 unique values 0 missing
SpDiam_AEA.ed.	numeric	693 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig07_AEA.ed.	numeric	881 unique values 0 missing
MATS6p	numeric	483 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpDiam_AEA.ri.	numeric	506 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig07_AEA.ri.	numeric	860 unique values 0 missing
MATS6s	numeric	474 unique values 0 missing
Pol	numeric	85 unique values 0 missing
SpDiam_EA	numeric	439 unique values 0 missing
C.026	numeric	10 unique values 0 missing
Eig07_EA	numeric	733 unique values 0 missing
MATS6v	numeric	465 unique values 0 missing
Psi_e_0	numeric	1351 unique values 0 missing
SpDiam_EA.bo.	numeric	518 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig07_EA.bo.	numeric	764 unique values 0 missing
MATS7e	numeric	613 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.dm.	numeric	124 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_EA.dm.	numeric	29 unique values 0 missing
MATS7i	numeric	482 unique values 0 missing
Psi_e_1	numeric	1337 unique values 0 missing
SpDiam_EA.ed.	numeric	855 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_EA.ed.	numeric	1047 unique values 0 missing
MATS7m	numeric	509 unique values 0 missing
Psi_e_A	numeric	670 unique values 0 missing
SpDiam_EA.ri.	numeric	475 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	853 unique values 0 missing
MATS7p	numeric	475 unique values 0 missing
Psi_i_0	numeric	1366 unique values 0 missing
SPI	numeric	1223 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	696 unique values 0 missing
MATS7s	numeric	583 unique values 0 missing
Psi_i_0d	numeric	6 unique values 0 missing
SpMAD_AEA.bo.	numeric	153 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	838 unique values 0 missing
MATS7v	numeric	481 unique values 0 missing
Psi_i_1	numeric	1447 unique values 0 missing
SpMAD_AEA.dm.	numeric	209 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	857 unique values 0 missing
MATS8e	numeric	567 unique values 0 missing
Psi_i_1d	numeric	5 unique values 0 missing
SpMAD_AEA.ed.	numeric	190 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	828 unique values 0 missing
MATS8i	numeric	477 unique values 0 missing
Psi_i_A	numeric	670 unique values 0 missing
SpMAD_AEA.ri.	numeric	151 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA	numeric	736 unique values 0 missing
MATS8m	numeric	514 unique values 0 missing
Psi_i_s	numeric	771 unique values 0 missing
SpMAD_EA	numeric	147 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	772 unique values 0 missing
MATS8p	numeric	478 unique values 0 missing
Psi_i_t	numeric	12 unique values 0 missing
SpMAD_EA.bo.	numeric	388 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_EA.dm.	numeric	29 unique values 0 missing
MATS8s	numeric	539 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	394 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	1014 unique values 0 missing
MATS8v	numeric	470 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	680 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	809 unique values 0 missing
MAXDN	numeric	1100 unique values 0 missing
P_VSA_e_1	numeric	55 unique values 0 missing
SpMAD_EA.ri.	numeric	206 unique values 0 missing
C.040	numeric	12 unique values 0 missing
Eig09_AEA.bo.	numeric	722 unique values 0 missing
MAXDP	numeric	1270 unique values 0 missing
P_VSA_e_2	numeric	1414 unique values 0 missing
SpMax1_Bh.e.	numeric	267 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	811 unique values 0 missing
MCD	numeric	217 unique values 0 missing
P_VSA_e_3	numeric	392 unique values 0 missing
SpMax1_Bh.i.	numeric	275 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	843 unique values 0 missing
MDDD	numeric	1274 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.m.	numeric	375 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_AEA.ri.	numeric	807 unique values 0 missing
Me	numeric	87 unique values 0 missing
P_VSA_e_5	numeric	123 unique values 0 missing
SpMax1_Bh.p.	numeric	314 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig09_EA	numeric	718 unique values 0 missing
Mi	numeric	80 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	244 unique values 0 missing
CATS2D_00_DD	numeric	7 unique values 0 missing
Eig09_EA.bo.	numeric	797 unique values 0 missing
MLOGP	numeric	1086 unique values 0 missing
P_VSA_i_1	numeric	22 unique values 0 missing
SpMax1_Bh.v.	numeric	284 unique values 0 missing
CATS2D_00_DP	numeric	7 unique values 0 missing
Eig09_EA.dm.	numeric	19 unique values 0 missing
MLOGP2	numeric	1251 unique values 0 missing
P_VSA_i_2	numeric	1410 unique values 0 missing
SpMax2_Bh.e.	numeric	316 unique values 0 missing
CATS2D_00_PP	numeric	7 unique values 0 missing
Eig09_EA.ed.	numeric	992 unique values 0 missing
Mp	numeric	169 unique values 0 missing
P_VSA_i_3	numeric	694 unique values 0 missing
SpMax2_Bh.i.	numeric	307 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	801 unique values 0 missing
MPC01	numeric	58 unique values 0 missing
P_VSA_i_4	numeric	532 unique values 0 missing
SpMax2_Bh.m.	numeric	403 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	731 unique values 0 missing
MPC02	numeric	78 unique values 0 missing
P_VSA_LogP_1	numeric	60 unique values 0 missing
SpMax2_Bh.p.	numeric	354 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	799 unique values 0 missing
MPC03	numeric	100 unique values 0 missing
P_VSA_LogP_2	numeric	348 unique values 0 missing
SpMax2_Bh.s.	numeric	417 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	816 unique values 0 missing
MPC04	numeric	130 unique values 0 missing
P_VSA_LogP_3	numeric	249 unique values 0 missing
SpMax2_Bh.v.	numeric	342 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	836 unique values 0 missing
MPC05	numeric	160 unique values 0 missing
P_VSA_LogP_4	numeric	580 unique values 0 missing
SpMax3_Bh.e.	numeric	444 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig10_EA	numeric	723 unique values 0 missing
MPC06	numeric	194 unique values 0 missing
P_VSA_LogP_5	numeric	1165 unique values 0 missing
SpMax3_Bh.i.	numeric	438 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	791 unique values 0 missing
MPC07	numeric	233 unique values 0 missing
P_VSA_LogP_6	numeric	279 unique values 0 missing
SpMax3_Bh.m.	numeric	490 unique values 0 missing
CATS2D_01_LL	numeric	27 unique values 0 missing
Eig10_EA.dm.	numeric	14 unique values 0 missing
MPC08	numeric	278 unique values 0 missing
P_VSA_LogP_7	numeric	138 unique values 0 missing
SpMax3_Bh.p.	numeric	505 unique values 0 missing
CATS2D_01_NL	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	961 unique values 0 missing
MPC09	numeric	318 unique values 0 missing
P_VSA_LogP_8	numeric	24 unique values 0 missing
SpMax3_Bh.s.	numeric	554 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1671

Number of instances (rows) of the dataset.

NumberOfFeatures

1400

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

1399

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.19

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

77.75

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

142.57

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.03

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0.1

Average class difference between consecutive instances.

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.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

5.41

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

Dimensionality

0.84

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.64

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.66

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

416.94

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

1.13

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.41

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

1671

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.16

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

49276.15

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

40.74

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.06

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-40.88

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

40.88

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

4.59

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

233054.38

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.52

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.45

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

Show all 62 properties