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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3231

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3231 (TID: 10811), and it has 1480 rows and 1392 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).

1394 features

pXC50 (target)	numeric	276 unique values 0 missing
molecule_id (row identifier)	nominal	1480 unique values 0 missing
CATS2D_08_DA	numeric	8 unique values 0 missing
GATS3p	numeric	433 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	308 unique values 0 missing
SpMin7_Bh.i.	numeric	605 unique values 0 missing
AAC	numeric	522 unique values 0 missing
CATS2D_08_DD	numeric	8 unique values 0 missing
GATS3s	numeric	582 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	426 unique values 0 missing
SpMin7_Bh.m.	numeric	608 unique values 0 missing
AECC	numeric	884 unique values 0 missing
CATS2D_08_DL	numeric	12 unique values 0 missing
GATS3v	numeric	389 unique values 0 missing
nDB	numeric	10 unique values 0 missing
SM02_EA.ed.	numeric	416 unique values 0 missing
SpMin7_Bh.p.	numeric	623 unique values 0 missing
ALOGP	numeric	1208 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS4e	numeric	617 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	753 unique values 0 missing
SpMin7_Bh.s.	numeric	506 unique values 0 missing
ALOGP2	numeric	1353 unique values 0 missing
CATS2D_08_DP	numeric	8 unique values 0 missing
GATS4i	numeric	472 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	651 unique values 0 missing
SpMin7_Bh.v.	numeric	627 unique values 0 missing
AMR	numeric	1375 unique values 0 missing
CATS2D_08_LL	numeric	25 unique values 0 missing
GATS4m	numeric	530 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	724 unique values 0 missing
SpMin8_Bh.e.	numeric	618 unique values 0 missing
AMW	numeric	941 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
GATS4p	numeric	517 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	616 unique values 0 missing
SpMin8_Bh.i.	numeric	600 unique values 0 missing
ARR	numeric	221 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4s	numeric	691 unique values 0 missing
NdO	numeric	7 unique values 0 missing
SM03_AEA.ri.	numeric	1004 unique values 0 missing
SpMin8_Bh.m.	numeric	620 unique values 0 missing
ATS1e	numeric	735 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4v	numeric	461 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA	numeric	22 unique values 0 missing
SpMin8_Bh.p.	numeric	645 unique values 0 missing
ATS1i	numeric	746 unique values 0 missing
CATS2D_09_AA	numeric	6 unique values 0 missing
GATS5e	numeric	760 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_EA.bo.	numeric	129 unique values 0 missing
SpMin8_Bh.s.	numeric	454 unique values 0 missing
ATS1m	numeric	699 unique values 0 missing
CATS2D_09_AL	numeric	17 unique values 0 missing
GATS5i	numeric	502 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.dm.	numeric	79 unique values 0 missing
SpMin8_Bh.v.	numeric	628 unique values 0 missing
ATS1p	numeric	725 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5m	numeric	572 unique values 0 missing
NdssC	numeric	11 unique values 0 missing
SM03_EA.ed.	numeric	401 unique values 0 missing
SRW02	numeric	47 unique values 0 missing
ATS1s	numeric	731 unique values 0 missing
CATS2D_09_AP	numeric	6 unique values 0 missing
GATS5p	numeric	527 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	690 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS1v	numeric	716 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5s	numeric	807 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	703 unique values 0 missing
SRW04	numeric	151 unique values 0 missing
ATS2e	numeric	783 unique values 0 missing
CATS2D_09_DD	numeric	6 unique values 0 missing
GATS5v	numeric	437 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	770 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS2i	numeric	805 unique values 0 missing
CATS2D_09_DL	numeric	12 unique values 0 missing
GATS6e	numeric	776 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	744 unique values 0 missing
SRW06	numeric	481 unique values 0 missing
ATS2m	numeric	735 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6i	numeric	537 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.ri.	numeric	957 unique values 0 missing
SRW07	numeric	32 unique values 0 missing
ATS2p	numeric	736 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6m	numeric	581 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_EA	numeric	266 unique values 0 missing
SRW08	numeric	703 unique values 0 missing
ATS2s	numeric	835 unique values 0 missing
CATS2D_09_LL	numeric	25 unique values 0 missing
GATS6p	numeric	524 unique values 0 missing
nH	numeric	43 unique values 0 missing
SM04_EA.bo.	numeric	719 unique values 0 missing
SRW09	numeric	120 unique values 0 missing
ATS2v	numeric	738 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6s	numeric	837 unique values 0 missing
nHAcc	numeric	17 unique values 0 missing
SM04_EA.dm.	numeric	502 unique values 0 missing
SRW10	numeric	737 unique values 0 missing
ATS3e	numeric	807 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6v	numeric	462 unique values 0 missing
nHDon	numeric	12 unique values 0 missing
SM04_EA.ed.	numeric	835 unique values 0 missing
SsBr	numeric	49 unique values 0 missing
ATS3i	numeric	821 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS7e	numeric	835 unique values 0 missing
nHet	numeric	18 unique values 0 missing
SM04_EA.ri.	numeric	776 unique values 0 missing
SsCH3	numeric	761 unique values 0 missing
ATS3m	numeric	773 unique values 0 missing
CENT	numeric	921 unique values 0 missing
GATS7i	numeric	543 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.bo.	numeric	698 unique values 0 missing
SsCl	numeric	209 unique values 0 missing
ATS3p	numeric	794 unique values 0 missing
Chi0_AEA.bo.	numeric	833 unique values 0 missing
GATS7m	numeric	643 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	763 unique values 0 missing
SsF	numeric	295 unique values 0 missing
ATS3s	numeric	809 unique values 0 missing
Chi0_AEA.dm.	numeric	833 unique values 0 missing
GATS7p	numeric	554 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	784 unique values 0 missing
SsI	numeric	14 unique values 0 missing
ATS3v	numeric	783 unique values 0 missing
Chi0_AEA.ed.	numeric	833 unique values 0 missing
GATS7s	numeric	885 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	948 unique values 0 missing
SsNH2	numeric	476 unique values 0 missing
ATS4e	numeric	878 unique values 0 missing
Chi0_AEA.ri.	numeric	833 unique values 0 missing
GATS7v	numeric	470 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_EA	numeric	118 unique values 0 missing
SsOH	numeric	284 unique values 0 missing
ATS4i	numeric	870 unique values 0 missing
Chi0_EA	numeric	833 unique values 0 missing
GATS8e	numeric	823 unique values 0 missing
nN	numeric	14 unique values 0 missing
SM05_EA.bo.	numeric	765 unique values 0 missing
SssCH2	numeric	871 unique values 0 missing
ATS4m	numeric	850 unique values 0 missing
Chi0_EA.bo.	numeric	1146 unique values 0 missing
GATS8i	numeric	538 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	148 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS4p	numeric	849 unique values 0 missing
Chi0_EA.dm.	numeric	1124 unique values 0 missing
GATS8m	numeric	628 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	868 unique values 0 missing
SssNH	numeric	841 unique values 0 missing
ATS4s	numeric	859 unique values 0 missing
Chi0_EA.ed.	numeric	1159 unique values 0 missing
GATS8p	numeric	548 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	847 unique values 0 missing
SssO	numeric	444 unique values 0 missing
ATS4v	numeric	837 unique values 0 missing
Chi0_EA.ri.	numeric	1329 unique values 0 missing
GATS8s	numeric	860 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	729 unique values 0 missing
SssS	numeric	39 unique values 0 missing
ATS5e	numeric	889 unique values 0 missing
Chi1_AEA.bo.	numeric	1041 unique values 0 missing
GATS8v	numeric	485 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	795 unique values 0 missing
SsssCH	numeric	417 unique values 0 missing
ATS5i	numeric	911 unique values 0 missing
Chi1_AEA.dm.	numeric	1041 unique values 0 missing
GGI1	numeric	24 unique values 0 missing
NNRS	numeric	18 unique values 0 missing
SM06_AEA.ed.	numeric	802 unique values 0 missing
SsssN	numeric	354 unique values 0 missing
ATS5m	numeric	868 unique values 0 missing
Chi1_AEA.ed.	numeric	1041 unique values 0 missing
GGI10	numeric	285 unique values 0 missing
nO	numeric	10 unique values 0 missing
SM06_AEA.ri.	numeric	909 unique values 0 missing
SssssC	numeric	174 unique values 0 missing
ATS5p	numeric	894 unique values 0 missing
Chi1_AEA.ri.	numeric	1041 unique values 0 missing
GGI2	numeric	48 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_EA	numeric	774 unique values 0 missing
StCH	numeric	5 unique values 0 missing
ATS5s	numeric	908 unique values 0 missing
Chi1_EA	numeric	1041 unique values 0 missing
GGI3	numeric	313 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	786 unique values 0 missing
StN	numeric	92 unique values 0 missing
ATS5v	numeric	892 unique values 0 missing
Chi1_EA.bo.	numeric	1190 unique values 0 missing
GGI4	numeric	783 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	462 unique values 0 missing
StsC	numeric	124 unique values 0 missing
ATS6e	numeric	934 unique values 0 missing
Chi1_EA.dm.	numeric	1164 unique values 0 missing
GGI5	numeric	538 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	925 unique values 0 missing
Sv	numeric	1194 unique values 0 missing
ATS6i	numeric	940 unique values 0 missing
Chi1_EA.ed.	numeric	1105 unique values 0 missing
GGI6	numeric	653 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	848 unique values 0 missing
TIC0	numeric	1111 unique values 0 missing
ATS6m	numeric	918 unique values 0 missing
Chi1_EA.ri.	numeric	1344 unique values 0 missing
GGI7	numeric	559 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	745 unique values 0 missing
TIC1	numeric	1310 unique values 0 missing
ATS6p	numeric	933 unique values 0 missing
CIC0	numeric	840 unique values 0 missing
GGI8	numeric	484 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	785 unique values 0 missing
TIC2	numeric	1247 unique values 0 missing
ATS6s	numeric	939 unique values 0 missing
CIC1	numeric	891 unique values 0 missing
GGI9	numeric	385 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	820 unique values 0 missing
TIC3	numeric	1015 unique values 0 missing
ATS6v	numeric	929 unique values 0 missing
CIC2	numeric	770 unique values 0 missing
GMTI	numeric	1205 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	902 unique values 0 missing
TIC4	numeric	937 unique values 0 missing
ATS7e	numeric	976 unique values 0 missing
CIC3	numeric	628 unique values 0 missing
GMTIV	numeric	1409 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA	numeric	564 unique values 0 missing
TIC5	numeric	929 unique values 0 missing
ATS7i	numeric	970 unique values 0 missing
CIC4	numeric	572 unique values 0 missing
GNar	numeric	248 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	850 unique values 0 missing
TIE	numeric	1432 unique values 0 missing
ATS7m	numeric	982 unique values 0 missing
CIC5	numeric	561 unique values 0 missing
H.	numeric	200 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	152 unique values 0 missing
TPC	numeric	894 unique values 0 missing
ATS7p	numeric	957 unique values 0 missing
CID	numeric	581 unique values 0 missing
H.046	numeric	18 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	967 unique values 0 missing
TPSA.NO.	numeric	747 unique values 0 missing
ATS7s	numeric	963 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.047	numeric	32 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	881 unique values 0 missing
TPSA.Tot.	numeric	794 unique values 0 missing
ATS7v	numeric	962 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	766 unique values 0 missing
TRS	numeric	34 unique values 0 missing
ATS8e	numeric	1008 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	803 unique values 0 missing
TWC	numeric	801 unique values 0 missing
ATS8i	numeric	1030 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	12 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	832 unique values 0 missing
Uc	numeric	30 unique values 0 missing
ATS8m	numeric	986 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM08_AEA.ri.	numeric	929 unique values 0 missing
Ui	numeric	32 unique values 0 missing
ATS8p	numeric	1024 unique values 0 missing
CSI	numeric	730 unique values 0 missing
H.052	numeric	17 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_EA	numeric	838 unique values 0 missing
Uindex	numeric	1222 unique values 0 missing
ATS8s	numeric	1000 unique values 0 missing
DBI	numeric	53 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	833 unique values 0 missing
UNIP	numeric	218 unique values 0 missing
ATS8v	numeric	1019 unique values 0 missing
D.Dtr03	numeric	28 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR09	numeric	7 unique values 0 missing
SM08_EA.dm.	numeric	405 unique values 0 missing
VAR	numeric	247 unique values 0 missing
ATSC1e	numeric	275 unique values 0 missing
D.Dtr04	numeric	36 unique values 0 missing
HDcpx	numeric	293 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	982 unique values 0 missing
Vindex	numeric	250 unique values 0 missing
ATSC1i	numeric	648 unique values 0 missing
D.Dtr05	numeric	950 unique values 0 missing
HNar	numeric	232 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.ri.	numeric	900 unique values 0 missing
VvdwMG	numeric	1084 unique values 0 missing
ATSC1m	numeric	1245 unique values 0 missing
D.Dtr06	numeric	1247 unique values 0 missing
HVcpx	numeric	776 unique values 0 missing
nR12	numeric	6 unique values 0 missing
SM09_AEA.bo.	numeric	472 unique values 0 missing
VvdwZAZ	numeric	1223 unique values 0 missing
ATSC1p	numeric	1149 unique values 0 missing
D.Dtr07	numeric	59 unique values 0 missing
Hy	numeric	559 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	779 unique values 0 missing
Vx	numeric	1084 unique values 0 missing
ATSC1s	numeric	1330 unique values 0 missing
D.Dtr08	numeric	54 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	870 unique values 0 missing
Wap	numeric	1165 unique values 0 missing
ATSC1v	numeric	1176 unique values 0 missing
D.Dtr09	numeric	764 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	943 unique values 0 missing
X.	numeric	89 unique values 0 missing
ATSC2e	numeric	538 unique values 0 missing
D.Dtr10	numeric	245 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_EA	numeric	880 unique values 0 missing
X0	numeric	460 unique values 0 missing
ATSC2i	numeric	851 unique values 0 missing
D.Dtr11	numeric	36 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	899 unique values 0 missing
X0A	numeric	89 unique values 0 missing
ATSC2m	numeric	1307 unique values 0 missing
D.Dtr12	numeric	32 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	142 unique values 0 missing
X0Av	numeric	159 unique values 0 missing
ATSC2p	numeric	1233 unique values 0 missing
DECC	numeric	782 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	995 unique values 0 missing
X0sol	numeric	653 unique values 0 missing
ATSC2s	numeric	1415 unique values 0 missing
DELS	numeric	1399 unique values 0 missing
IAC	numeric	1111 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	933 unique values 0 missing
X0v	numeric	1241 unique values 0 missing
ATSC2v	numeric	1276 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	522 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	586 unique values 0 missing
X1	numeric	847 unique values 0 missing
ATSC3e	numeric	618 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	749 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	815 unique values 0 missing
X1A	numeric	59 unique values 0 missing
ATSC3i	numeric	920 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	820 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	881 unique values 0 missing
X1Av	numeric	120 unique values 0 missing
ATSC3m	numeric	1377 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC3	numeric	745 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM10_AEA.ri.	numeric	967 unique values 0 missing
X1Kup	numeric	1275 unique values 0 missing
ATSC3p	numeric	1309 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC4	numeric	692 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA	numeric	884 unique values 0 missing
X1Mad	numeric	1290 unique values 0 missing
ATSC3s	numeric	1422 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC5	numeric	696 unique values 0 missing
nRNH2	numeric	6 unique values 0 missing
SM10_EA.bo.	numeric	901 unique values 0 missing
X1MulPer	numeric	1277 unique values 0 missing
ATSC3v	numeric	1338 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	592 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	331 unique values 0 missing
X1Per	numeric	1268 unique values 0 missing
ATSC4e	numeric	717 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	406 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	1026 unique values 0 missing
X1sol	numeric	971 unique values 0 missing
ATSC4i	numeric	960 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	398 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	954 unique values 0 missing
X1v	numeric	1262 unique values 0 missing
ATSC4m	numeric	1403 unique values 0 missing
DLS_cons	numeric	47 unique values 0 missing
IDE	numeric	826 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	636 unique values 0 missing
X2	numeric	1146 unique values 0 missing
ATSC4p	numeric	1331 unique values 0 missing
Dz	numeric	320 unique values 0 missing
IDET	numeric	1251 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	956 unique values 0 missing
X2A	numeric	66 unique values 0 missing
ATSC4s	numeric	1432 unique values 0 missing
ECC	numeric	493 unique values 0 missing
IDM	numeric	958 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	910 unique values 0 missing
X2Av	numeric	107 unique values 0 missing
ATSC4v	numeric	1365 unique values 0 missing
Eig01_AEA.bo.	numeric	454 unique values 0 missing
IDMT	numeric	1251 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	531 unique values 0 missing
X2sol	numeric	1139 unique values 0 missing
ATSC5e	numeric	731 unique values 0 missing
Eig01_AEA.dm.	numeric	607 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA	numeric	898 unique values 0 missing
X2v	numeric	1295 unique values 0 missing
ATSC5i	numeric	974 unique values 0 missing
Eig01_AEA.ed.	numeric	571 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	932 unique values 0 missing
X3	numeric	1160 unique values 0 missing
ATSC5m	numeric	1414 unique values 0 missing
Eig01_AEA.ri.	numeric	481 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	132 unique values 0 missing
X3A	numeric	58 unique values 0 missing
ATSC5p	numeric	1355 unique values 0 missing
Eig01_EA	numeric	472 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.ed.	numeric	1011 unique values 0 missing
X3Av	numeric	68 unique values 0 missing
ATSC5s	numeric	1426 unique values 0 missing
Eig01_EA.bo.	numeric	531 unique values 0 missing
ISIZ	numeric	76 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ri.	numeric	986 unique values 0 missing
X3sol	numeric	1156 unique values 0 missing
ATSC5v	numeric	1371 unique values 0 missing
Eig01_EA.dm.	numeric	121 unique values 0 missing
IVDE	numeric	328 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	695 unique values 0 missing
X3v	numeric	1242 unique values 0 missing
ATSC6e	numeric	694 unique values 0 missing
Eig01_EA.ed.	numeric	815 unique values 0 missing
IVDM	numeric	366 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	1029 unique values 0 missing
X4	numeric	1158 unique values 0 missing
ATSC6i	numeric	1001 unique values 0 missing
Eig01_EA.ri.	numeric	489 unique values 0 missing
JGI1	numeric	157 unique values 0 missing
nSK	numeric	43 unique values 0 missing
SM12_AEA.ed.	numeric	922 unique values 0 missing
X4A	numeric	49 unique values 0 missing
ATSC6m	numeric	1406 unique values 0 missing
Eig02_AEA.bo.	numeric	563 unique values 0 missing
JGI10	numeric	21 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM12_AEA.ri.	numeric	634 unique values 0 missing
X4Av	numeric	49 unique values 0 missing
ATSC6p	numeric	1345 unique values 0 missing
Eig02_AEA.dm.	numeric	677 unique values 0 missing
JGI2	numeric	74 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA	numeric	943 unique values 0 missing
X4sol	numeric	1143 unique values 0 missing
ATSC6s	numeric	1428 unique values 0 missing
Eig02_AEA.ed.	numeric	688 unique values 0 missing
JGI3	numeric	66 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	930 unique values 0 missing
X4v	numeric	1171 unique values 0 missing
ATSC6v	numeric	1371 unique values 0 missing
Eig02_AEA.ri.	numeric	619 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	308 unique values 0 missing
X5	numeric	1138 unique values 0 missing
ATSC7e	numeric	707 unique values 0 missing
Eig02_EA	numeric	586 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1029 unique values 0 missing
X5A	numeric	41 unique values 0 missing
ATSC7i	numeric	992 unique values 0 missing
Eig02_EA.bo.	numeric	634 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.ri.	numeric	1004 unique values 0 missing
X5Av	numeric	36 unique values 0 missing
ATSC7m	numeric	1397 unique values 0 missing
Eig02_EA.dm.	numeric	115 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
NssCH2	numeric	14 unique values 0 missing
SM13_AEA.bo.	numeric	752 unique values 0 missing
X5sol	numeric	1133 unique values 0 missing
ATSC7p	numeric	1343 unique values 0 missing
Eig02_EA.ed.	numeric	956 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1055 unique values 0 missing
X5v	numeric	1104 unique values 0 missing
ATSC7s	numeric	1410 unique values 0 missing
Eig02_EA.ri.	numeric	591 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	954 unique values 0 missing
Xindex	numeric	316 unique values 0 missing
ATSC7v	numeric	1367 unique values 0 missing
Eig03_AEA.bo.	numeric	639 unique values 0 missing
JGT	numeric	295 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	713 unique values 0 missing
XMOD	numeric	1348 unique values 0 missing
ATSC8e	numeric	681 unique values 0 missing
Eig03_AEA.dm.	numeric	768 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA	numeric	949 unique values 0 missing
Xt	numeric	139 unique values 0 missing
ATSC8i	numeric	990 unique values 0 missing
Eig03_AEA.ed.	numeric	756 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM13_EA.bo.	numeric	938 unique values 0 missing
Xu	numeric	1208 unique values 0 missing
ATSC8m	numeric	1391 unique values 0 missing
Eig03_AEA.ri.	numeric	677 unique values 0 missing
LOC	numeric	477 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	125 unique values 0 missing
Yindex	numeric	555 unique values 0 missing
ATSC8p	numeric	1339 unique values 0 missing
Eig03_EA	numeric	636 unique values 0 missing
LPRS	numeric	1254 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1034 unique values 0 missing
ZM1	numeric	101 unique values 0 missing
ATSC8s	numeric	1405 unique values 0 missing
Eig03_EA.bo.	numeric	713 unique values 0 missing
MATS1e	numeric	359 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1034 unique values 0 missing
ZM1Kup	numeric	1312 unique values 0 missing
ATSC8v	numeric	1357 unique values 0 missing
Eig03_EA.dm.	numeric	93 unique values 0 missing
MATS1i	numeric	506 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	753 unique values 0 missing
ZM1Mad	numeric	1346 unique values 0 missing
BAC	numeric	85 unique values 0 missing
Eig03_EA.ed.	numeric	1029 unique values 0 missing
MATS1m	numeric	195 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1055 unique values 0 missing
ZM1MulPer	numeric	1411 unique values 0 missing
BBI	numeric	66 unique values 0 missing
Eig03_EA.ri.	numeric	673 unique values 0 missing
MATS1p	numeric	344 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	958 unique values 0 missing
ZM1Per	numeric	1399 unique values 0 missing
BIC0	numeric	172 unique values 0 missing
Eig04_AEA.bo.	numeric	705 unique values 0 missing
MATS1s	numeric	357 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	782 unique values 0 missing
ZM1V	numeric	246 unique values 0 missing
BIC1	numeric	265 unique values 0 missing
Eig04_AEA.dm.	numeric	800 unique values 0 missing
MATS1v	numeric	201 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA	numeric	952 unique values 0 missing
ZM2	numeric	213 unique values 0 missing
BIC2	numeric	223 unique values 0 missing
Eig04_AEA.ed.	numeric	812 unique values 0 missing
MATS2e	numeric	517 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	952 unique values 0 missing
ZM2Kup	numeric	1378 unique values 0 missing
BIC3	numeric	177 unique values 0 missing
Eig04_AEA.ri.	numeric	772 unique values 0 missing
MATS2i	numeric	463 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA.dm.	numeric	285 unique values 0 missing
ZM2Mad	numeric	1384 unique values 0 missing
BIC4	numeric	163 unique values 0 missing
Eig04_EA	numeric	695 unique values 0 missing
MATS2m	numeric	341 unique values 0 missing
O.	numeric	102 unique values 0 missing
SM14_EA.ed.	numeric	1041 unique values 0 missing
ZM2MulPer	numeric	1413 unique values 0 missing
BIC5	numeric	156 unique values 0 missing
Eig04_EA.bo.	numeric	782 unique values 0 missing
MATS2p	numeric	399 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1029 unique values 0 missing
ZM2Per	numeric	1399 unique values 0 missing
BID	numeric	160 unique values 0 missing
Eig04_EA.dm.	numeric	80 unique values 0 missing
MATS2s	numeric	465 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	741 unique values 0 missing
ZM2V	numeric	404 unique values 0 missing
BLI	numeric	292 unique values 0 missing
Eig04_EA.ed.	numeric	1055 unique values 0 missing
MATS2v	numeric	378 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.dm.	numeric	1087 unique values 0 missing
BLTA96	numeric	399 unique values 0 missing
Eig04_EA.ri.	numeric	793 unique values 0 missing
MATS3e	numeric	423 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	968 unique values 0 missing
BLTD48	numeric	389 unique values 0 missing
Eig05_AEA.bo.	numeric	727 unique values 0 missing
MATS3i	numeric	424 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	776 unique values 0 missing
BLTF96	numeric	354 unique values 0 missing
Eig05_AEA.dm.	numeric	852 unique values 0 missing
MATS3m	numeric	374 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA	numeric	958 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	830 unique values 0 missing
MATS3p	numeric	397 unique values 0 missing
ON0	numeric	172 unique values 0 missing
SM15_EA.bo.	numeric	941 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	814 unique values 0 missing
MATS3s	numeric	395 unique values 0 missing
ON0V	numeric	818 unique values 0 missing
SM15_EA.dm.	numeric	122 unique values 0 missing
C.	numeric	160 unique values 0 missing
Eig05_EA	numeric	752 unique values 0 missing
MATS3v	numeric	402 unique values 0 missing
ON1	numeric	300 unique values 0 missing
SM15_EA.ed.	numeric	1057 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	776 unique values 0 missing
MATS4e	numeric	465 unique values 0 missing
ON1V	numeric	1059 unique values 0 missing
SM15_EA.ri.	numeric	1071 unique values 0 missing
C.002	numeric	11 unique values 0 missing
Eig05_EA.dm.	numeric	52 unique values 0 missing
MATS4i	numeric	446 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	1211 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig05_EA.ed.	numeric	1055 unique values 0 missing
MATS4m	numeric	465 unique values 0 missing
PCD	numeric	981 unique values 0 missing
SMTIV	numeric	1387 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	839 unique values 0 missing
MATS4p	numeric	454 unique values 0 missing
PCR	numeric	367 unique values 0 missing
SNar	numeric	216 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	735 unique values 0 missing
MATS4s	numeric	425 unique values 0 missing
PDI	numeric	203 unique values 0 missing
Sp	numeric	1119 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig06_AEA.dm.	numeric	877 unique values 0 missing
MATS4v	numeric	457 unique values 0 missing
PHI	numeric	1108 unique values 0 missing
SpAD_AEA.bo.	numeric	1257 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	860 unique values 0 missing
MATS5e	numeric	467 unique values 0 missing
piID	numeric	1117 unique values 0 missing
SpAD_AEA.dm.	numeric	1344 unique values 0 missing
C.008	numeric	5 unique values 0 missing
Eig06_AEA.ri.	numeric	857 unique values 0 missing
MATS5i	numeric	434 unique values 0 missing
piPC01	numeric	107 unique values 0 missing
SpAD_AEA.ed.	numeric	1236 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA	numeric	753 unique values 0 missing
MATS5m	numeric	445 unique values 0 missing
piPC02	numeric	308 unique values 0 missing
SpAD_AEA.ri.	numeric	1392 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	803 unique values 0 missing
MATS5p	numeric	441 unique values 0 missing
piPC03	numeric	633 unique values 0 missing
SpAD_EA	numeric	1237 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	31 unique values 0 missing
MATS5s	numeric	428 unique values 0 missing
piPC04	numeric	741 unique values 0 missing
SpAD_EA.bo.	numeric	1263 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1087 unique values 0 missing
MATS5v	numeric	434 unique values 0 missing
piPC05	numeric	755 unique values 0 missing
SpAD_EA.dm.	numeric	504 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	839 unique values 0 missing
MATS6e	numeric	530 unique values 0 missing
piPC06	numeric	853 unique values 0 missing
SpAD_EA.ed.	numeric	1247 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	734 unique values 0 missing
MATS6i	numeric	482 unique values 0 missing
piPC07	numeric	907 unique values 0 missing
SpAD_EA.ri.	numeric	1393 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	874 unique values 0 missing
MATS6m	numeric	469 unique values 0 missing
piPC08	numeric	927 unique values 0 missing
SpDiam_AEA.bo.	numeric	569 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	867 unique values 0 missing
MATS6p	numeric	464 unique values 0 missing
piPC09	numeric	985 unique values 0 missing
SpDiam_AEA.dm.	numeric	610 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	831 unique values 0 missing
MATS6s	numeric	472 unique values 0 missing
piPC10	numeric	983 unique values 0 missing
SpDiam_AEA.ed.	numeric	730 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_EA	numeric	741 unique values 0 missing
MATS6v	numeric	454 unique values 0 missing
PJI2	numeric	18 unique values 0 missing
SpDiam_AEA.ri.	numeric	522 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	781 unique values 0 missing
MATS7e	numeric	603 unique values 0 missing
Pol	numeric	74 unique values 0 missing
SpDiam_EA	numeric	472 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	17 unique values 0 missing
MATS7i	numeric	501 unique values 0 missing
Psi_e_0	numeric	1210 unique values 0 missing
SpDiam_EA.bo.	numeric	535 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	1023 unique values 0 missing
MATS7m	numeric	523 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	139 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	814 unique values 0 missing
MATS7p	numeric	481 unique values 0 missing
Psi_e_1	numeric	1184 unique values 0 missing
SpDiam_EA.ed.	numeric	915 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig08_AEA.bo.	numeric	748 unique values 0 missing
MATS7s	numeric	552 unique values 0 missing
Psi_e_A	numeric	630 unique values 0 missing
SpDiam_EA.ri.	numeric	498 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.dm.	numeric	826 unique values 0 missing
MATS7v	numeric	483 unique values 0 missing
Psi_i_0	numeric	1282 unique values 0 missing
SPI	numeric	1179 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.ed.	numeric	844 unique values 0 missing
MATS8e	numeric	584 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpMAD_AEA.bo.	numeric	175 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	825 unique values 0 missing
MATS8i	numeric	496 unique values 0 missing
Psi_i_1	numeric	1304 unique values 0 missing
SpMAD_AEA.dm.	numeric	242 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA	numeric	736 unique values 0 missing
MATS8m	numeric	535 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	212 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	801 unique values 0 missing
MATS8p	numeric	514 unique values 0 missing
Psi_i_A	numeric	630 unique values 0 missing
SpMAD_AEA.ri.	numeric	163 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	12 unique values 0 missing
MATS8s	numeric	553 unique values 0 missing
Psi_i_s	numeric	711 unique values 0 missing
SpMAD_EA	numeric	156 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	1004 unique values 0 missing
MATS8v	numeric	499 unique values 0 missing
Psi_i_t	numeric	18 unique values 0 missing
SpMAD_EA.bo.	numeric	389 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig08_EA.ri.	numeric	806 unique values 0 missing
MAXDN	numeric	1028 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	388 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	754 unique values 0 missing
MAXDP	numeric	1213 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	672 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	828 unique values 0 missing
MCD	numeric	210 unique values 0 missing
P_VSA_e_1	numeric	43 unique values 0 missing
SpMAD_EA.ri.	numeric	198 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	823 unique values 0 missing
MDDD	numeric	1182 unique values 0 missing
P_VSA_e_2	numeric	1302 unique values 0 missing
SpMax1_Bh.e.	numeric	267 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	828 unique values 0 missing
Me	numeric	89 unique values 0 missing
P_VSA_e_3	numeric	388 unique values 0 missing
SpMax1_Bh.i.	numeric	262 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA	numeric	724 unique values 0 missing
Mi	numeric	80 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	379 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	815 unique values 0 missing
MLOGP	numeric	1028 unique values 0 missing
P_VSA_e_5	numeric	119 unique values 0 missing
SpMax1_Bh.p.	numeric	320 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	4 unique values 0 missing
MLOGP2	numeric	1177 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	235 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig09_EA.ed.	numeric	957 unique values 0 missing
Mp	numeric	175 unique values 0 missing
P_VSA_i_1	numeric	25 unique values 0 missing
SpMax1_Bh.v.	numeric	295 unique values 0 missing
C.041	numeric	6 unique values 0 missing
Eig09_EA.ri.	numeric	806 unique values 0 missing
MPC01	numeric	47 unique values 0 missing
P_VSA_i_2	numeric	1297 unique values 0 missing
SpMax2_Bh.e.	numeric	353 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	814 unique values 0 missing
MPC02	numeric	66 unique values 0 missing
P_VSA_i_3	numeric	647 unique values 0 missing
SpMax2_Bh.i.	numeric	330 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	833 unique values 0 missing
MPC03	numeric	89 unique values 0 missing
P_VSA_i_4	numeric	501 unique values 0 missing
SpMax2_Bh.m.	numeric	435 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	820 unique values 0 missing
MPC04	numeric	116 unique values 0 missing
P_VSA_LogP_1	numeric	52 unique values 0 missing
SpMax2_Bh.p.	numeric	403 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	865 unique values 0 missing
MPC05	numeric	151 unique values 0 missing
P_VSA_LogP_2	numeric	343 unique values 0 missing
SpMax2_Bh.s.	numeric	457 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_EA	numeric	770 unique values 0 missing
MPC06	numeric	182 unique values 0 missing
P_VSA_LogP_3	numeric	269 unique values 0 missing
SpMax2_Bh.v.	numeric	389 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	849 unique values 0 missing
MPC07	numeric	217 unique values 0 missing
P_VSA_LogP_4	numeric	542 unique values 0 missing
SpMax3_Bh.e.	numeric	527 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	4 unique values 0 missing
MPC08	numeric	262 unique values 0 missing
P_VSA_LogP_5	numeric	1016 unique values 0 missing
SpMax3_Bh.i.	numeric	490 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	948 unique values 0 missing
MPC09	numeric	304 unique values 0 missing
P_VSA_LogP_6	numeric	261 unique values 0 missing
SpMax3_Bh.m.	numeric	538 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	853 unique values 0 missing
MPC10	numeric	334 unique values 0 missing
P_VSA_LogP_7	numeric	119 unique values 0 missing
SpMax3_Bh.p.	numeric	573 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	807 unique values 0 missing
MSD	numeric	1114 unique values 0 missing
P_VSA_LogP_8	numeric	23 unique values 0 missing
SpMax3_Bh.s.	numeric	574 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	832 unique values 0 missing
Mv	numeric	175 unique values 0 missing
P_VSA_m_1	numeric	42 unique values 0 missing
SpMax3_Bh.v.	numeric	558 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	785 unique values 0 missing
MW	numeric	1170 unique values 0 missing
P_VSA_m_2	numeric	1321 unique values 0 missing
SpMax4_Bh.e.	numeric	665 unique values 0 missing
CATS2D_01_LL	numeric	25 unique values 0 missing
Eig11_AEA.ri.	numeric	895 unique values 0 missing
MWC01	numeric	47 unique values 0 missing
P_VSA_m_3	numeric	191 unique values 0 missing
SpMax4_Bh.i.	numeric	637 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA	numeric	763 unique values 0 missing
MWC02	numeric	101 unique values 0 missing
P_VSA_m_4	numeric	34 unique values 0 missing
SpMax4_Bh.m.	numeric	670 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.bo.	numeric	856 unique values 0 missing
MWC03	numeric	213 unique values 0 missing
P_VSA_m_5	numeric	5 unique values 0 missing
SpMax4_Bh.p.	numeric	688 unique values 0 missing
CATS2D_02_AL	numeric	16 unique values 0 missing
Eig11_EA.dm.	numeric	6 unique values 0 missing
MWC04	numeric	418 unique values 0 missing
P_VSA_MR_1	numeric	108 unique values 0 missing
SpMax4_Bh.s.	numeric	712 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	909 unique values 0 missing
MWC05	numeric	667 unique values 0 missing
P_VSA_MR_2	numeric	266 unique values 0 missing
SpMax4_Bh.v.	numeric	706 unique values 0 missing
CATS2D_02_AP	numeric	6 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1480

Number of instances (rows) of the dataset.

NumberOfFeatures

1394

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

1393

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanKurtosisOfNumericAtts

78.23

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

113.43

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.24

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

0.03

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

4.91

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

Dimensionality

0.94

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.35

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.55

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

541.23

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

1.05

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.94

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.

MaxKurtosisOfNumericAtts

1480

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.92

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

42507.03

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

48.38

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.74

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-38.47

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

38.47

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

4.28

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

412060.26

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.15

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.35

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.18

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.

Show all 62 properties