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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2276

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: CHEMBL2276 (TID: 12261), and it has 1842 rows and 1396 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median).

1398 features

pXC50 (target)	numeric	424 unique values 0 missing
molecule_id (row identifier)	nominal	1842 unique values 0 missing
CATS2D_08_DA	numeric	13 unique values 0 missing
GATS3i	numeric	489 unique values 0 missing
nCsp2	numeric	29 unique values 0 missing
SM02_AEA.dm.	numeric	812 unique values 0 missing
SpMin6_Bh.p.	numeric	665 unique values 0 missing
AAC	numeric	580 unique values 0 missing
CATS2D_08_DD	numeric	9 unique values 0 missing
GATS3m	numeric	439 unique values 0 missing
nCsp3	numeric	23 unique values 0 missing
SM02_AEA.ed.	numeric	224 unique values 0 missing
SpMin6_Bh.s.	numeric	654 unique values 0 missing
AECC	numeric	1030 unique values 0 missing
CATS2D_08_DL	numeric	15 unique values 0 missing
GATS3p	numeric	457 unique values 0 missing
nCt	numeric	5 unique values 0 missing
SM02_AEA.ri.	numeric	1177 unique values 0 missing
SpMin6_Bh.v.	numeric	647 unique values 0 missing
ALOGP	numeric	1474 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3s	numeric	650 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM02_EA	numeric	70 unique values 0 missing
SpMin7_Bh.e.	numeric	677 unique values 0 missing
ALOGP2	numeric	1670 unique values 0 missing
CATS2D_08_DP	numeric	9 unique values 0 missing
GATS3v	numeric	398 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	318 unique values 0 missing
SpMin7_Bh.i.	numeric	682 unique values 0 missing
AMR	numeric	1710 unique values 0 missing
CATS2D_08_LL	numeric	28 unique values 0 missing
GATS4e	numeric	703 unique values 0 missing
nDB	numeric	13 unique values 0 missing
SM02_EA.dm.	numeric	552 unique values 0 missing
SpMin7_Bh.m.	numeric	690 unique values 0 missing
AMW	numeric	1156 unique values 0 missing
CATS2D_08_NL	numeric	4 unique values 0 missing
GATS4i	numeric	484 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	449 unique values 0 missing
SpMin7_Bh.p.	numeric	688 unique values 0 missing
ARR	numeric	242 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4m	numeric	584 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	809 unique values 0 missing
SpMin7_Bh.s.	numeric	572 unique values 0 missing
ATS1e	numeric	813 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4p	numeric	547 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	696 unique values 0 missing
SpMin7_Bh.v.	numeric	695 unique values 0 missing
ATS1i	numeric	816 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4s	numeric	761 unique values 0 missing
NdNH	numeric	4 unique values 0 missing
SM03_AEA.dm.	numeric	831 unique values 0 missing
SpMin8_Bh.e.	numeric	699 unique values 0 missing
ATS1m	numeric	772 unique values 0 missing
CATS2D_09_AL	numeric	22 unique values 0 missing
GATS4v	numeric	460 unique values 0 missing
NdO	numeric	12 unique values 0 missing
SM03_AEA.ed.	numeric	691 unique values 0 missing
SpMin8_Bh.i.	numeric	679 unique values 0 missing
ATS1p	numeric	788 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5e	numeric	849 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1120 unique values 0 missing
SpMin8_Bh.m.	numeric	705 unique values 0 missing
ATS1s	numeric	779 unique values 0 missing
CATS2D_09_AP	numeric	8 unique values 0 missing
GATS5i	numeric	491 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
SM03_EA	numeric	26 unique values 0 missing
SpMin8_Bh.p.	numeric	716 unique values 0 missing
ATS1v	numeric	784 unique values 0 missing
CATS2D_09_DA	numeric	12 unique values 0 missing
GATS5m	numeric	685 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.bo.	numeric	140 unique values 0 missing
SpMin8_Bh.s.	numeric	507 unique values 0 missing
ATS2e	numeric	873 unique values 0 missing
CATS2D_09_DD	numeric	10 unique values 0 missing
GATS5p	numeric	555 unique values 0 missing
NdssC	numeric	14 unique values 0 missing
SM03_EA.dm.	numeric	99 unique values 0 missing
SpMin8_Bh.v.	numeric	711 unique values 0 missing
ATS2i	numeric	906 unique values 0 missing
CATS2D_09_DL	numeric	17 unique values 0 missing
GATS5s	numeric	939 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	447 unique values 0 missing
SRW02	numeric	52 unique values 0 missing
ATS2m	numeric	818 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5v	numeric	454 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	785 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS2p	numeric	843 unique values 0 missing
CATS2D_09_DP	numeric	6 unique values 0 missing
GATS6e	numeric	835 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	760 unique values 0 missing
SRW04	numeric	157 unique values 0 missing
ATS2s	numeric	932 unique values 0 missing
CATS2D_09_LL	numeric	25 unique values 0 missing
GATS6i	numeric	566 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	856 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS2v	numeric	825 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6m	numeric	655 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.ed.	numeric	810 unique values 0 missing
SRW06	numeric	524 unique values 0 missing
ATS3e	numeric	930 unique values 0 missing
CATS2D_09_PL	numeric	11 unique values 0 missing
GATS6p	numeric	565 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1113 unique values 0 missing
SRW07	numeric	34 unique values 0 missing
ATS3i	numeric	951 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6s	numeric	898 unique values 0 missing
nH	numeric	47 unique values 0 missing
SM04_EA	numeric	275 unique values 0 missing
SRW08	numeric	794 unique values 0 missing
ATS3m	numeric	889 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	485 unique values 0 missing
nHAcc	numeric	21 unique values 0 missing
SM04_EA.bo.	numeric	803 unique values 0 missing
SRW09	numeric	122 unique values 0 missing
ATS3p	numeric	880 unique values 0 missing
CENT	numeric	1087 unique values 0 missing
GATS7e	numeric	942 unique values 0 missing
nHDon	numeric	17 unique values 0 missing
SM04_EA.dm.	numeric	644 unique values 0 missing
SRW10	numeric	838 unique values 0 missing
ATS3s	numeric	899 unique values 0 missing
Chi0_AEA.bo.	numeric	952 unique values 0 missing
GATS7i	numeric	635 unique values 0 missing
nHet	numeric	22 unique values 0 missing
SM04_EA.ed.	numeric	939 unique values 0 missing
SsBr	numeric	112 unique values 0 missing
ATS3v	numeric	884 unique values 0 missing
Chi0_AEA.dm.	numeric	952 unique values 0 missing
GATS7m	numeric	699 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM04_EA.ri.	numeric	892 unique values 0 missing
SsCH3	numeric	961 unique values 0 missing
ATS4e	numeric	985 unique values 0 missing
Chi0_AEA.ed.	numeric	952 unique values 0 missing
GATS7p	numeric	635 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	775 unique values 0 missing
SsCl	numeric	269 unique values 0 missing
ATS4i	numeric	1009 unique values 0 missing
Chi0_AEA.ri.	numeric	952 unique values 0 missing
GATS7s	numeric	1000 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	857 unique values 0 missing
SsF	numeric	418 unique values 0 missing
ATS4m	numeric	929 unique values 0 missing
Chi0_EA	numeric	952 unique values 0 missing
GATS7v	numeric	560 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	860 unique values 0 missing
SsI	numeric	13 unique values 0 missing
ATS4p	numeric	963 unique values 0 missing
Chi0_EA.bo.	numeric	1381 unique values 0 missing
GATS8e	numeric	892 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1087 unique values 0 missing
SsNH2	numeric	533 unique values 0 missing
ATS4s	numeric	967 unique values 0 missing
Chi0_EA.dm.	numeric	1418 unique values 0 missing
GATS8i	numeric	590 unique values 0 missing
nN	numeric	19 unique values 0 missing
SM05_EA	numeric	127 unique values 0 missing
SsOH	numeric	346 unique values 0 missing
ATS4v	numeric	950 unique values 0 missing
Chi0_EA.ed.	numeric	1358 unique values 0 missing
GATS8m	numeric	727 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	842 unique values 0 missing
SssCH2	numeric	1115 unique values 0 missing
ATS5e	numeric	1017 unique values 0 missing
Chi0_EA.ri.	numeric	1657 unique values 0 missing
GATS8p	numeric	608 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	185 unique values 0 missing
SsSH	numeric	13 unique values 0 missing
ATS5i	numeric	1037 unique values 0 missing
Chi1_AEA.bo.	numeric	1248 unique values 0 missing
GATS8s	numeric	949 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	996 unique values 0 missing
SssNH	numeric	1083 unique values 0 missing
ATS5m	numeric	1022 unique values 0 missing
Chi1_AEA.dm.	numeric	1248 unique values 0 missing
GATS8v	numeric	544 unique values 0 missing
NNRS	numeric	18 unique values 0 missing
SM05_EA.ri.	numeric	964 unique values 0 missing
SssO	numeric	620 unique values 0 missing
ATS5p	numeric	1020 unique values 0 missing
Chi1_AEA.ed.	numeric	1248 unique values 0 missing
GGI1	numeric	28 unique values 0 missing
nO	numeric	13 unique values 0 missing
SM06_AEA.bo.	numeric	805 unique values 0 missing
SssS	numeric	43 unique values 0 missing
ATS5s	numeric	1016 unique values 0 missing
Chi1_AEA.ri.	numeric	1248 unique values 0 missing
GGI10	numeric	318 unique values 0 missing
nO.C.O.2	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	880 unique values 0 missing
SsssCH	numeric	415 unique values 0 missing
ATS5v	numeric	1032 unique values 0 missing
Chi1_EA	numeric	1248 unique values 0 missing
GGI2	numeric	55 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	865 unique values 0 missing
SsssN	numeric	531 unique values 0 missing
ATS6e	numeric	1079 unique values 0 missing
Chi1_EA.bo.	numeric	1412 unique values 0 missing
GGI3	numeric	336 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	1053 unique values 0 missing
SssssC	numeric	236 unique values 0 missing
ATS6i	numeric	1090 unique values 0 missing
Chi1_EA.dm.	numeric	1464 unique values 0 missing
GGI4	numeric	876 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA	numeric	875 unique values 0 missing
StCH	numeric	9 unique values 0 missing
ATS6m	numeric	1061 unique values 0 missing
Chi1_EA.ed.	numeric	1272 unique values 0 missing
GGI5	numeric	586 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	883 unique values 0 missing
StN	numeric	202 unique values 0 missing
ATS6p	numeric	1061 unique values 0 missing
Chi1_EA.ri.	numeric	1678 unique values 0 missing
GGI6	numeric	721 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	576 unique values 0 missing
StsC	numeric	210 unique values 0 missing
ATS6s	numeric	1048 unique values 0 missing
CIC0	numeric	975 unique values 0 missing
GGI7	numeric	612 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1043 unique values 0 missing
Sv	numeric	1500 unique values 0 missing
ATS6v	numeric	1098 unique values 0 missing
CIC1	numeric	1036 unique values 0 missing
GGI8	numeric	512 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	961 unique values 0 missing
TIC0	numeric	1366 unique values 0 missing
ATS7e	numeric	1143 unique values 0 missing
CIC2	numeric	903 unique values 0 missing
GGI9	numeric	432 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	841 unique values 0 missing
TIC1	numeric	1607 unique values 0 missing
ATS7i	numeric	1143 unique values 0 missing
CIC3	numeric	682 unique values 0 missing
GMTI	numeric	1435 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	866 unique values 0 missing
TIC2	numeric	1556 unique values 0 missing
ATS7m	numeric	1115 unique values 0 missing
CIC4	numeric	619 unique values 0 missing
GMTIV	numeric	1739 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	925 unique values 0 missing
TIC3	numeric	1199 unique values 0 missing
ATS7p	numeric	1119 unique values 0 missing
CIC5	numeric	607 unique values 0 missing
GNar	numeric	285 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1028 unique values 0 missing
TIC4	numeric	1097 unique values 0 missing
ATS7s	numeric	1132 unique values 0 missing
CID	numeric	646 unique values 0 missing
H.	numeric	205 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA	numeric	626 unique values 0 missing
TIC5	numeric	1085 unique values 0 missing
ATS7v	numeric	1131 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	20 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	960 unique values 0 missing
TIE	numeric	1794 unique values 0 missing
ATS8e	numeric	1189 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	33 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	195 unique values 0 missing
TPC	numeric	1045 unique values 0 missing
ATS8i	numeric	1191 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1077 unique values 0 missing
TPSA.NO.	numeric	894 unique values 0 missing
ATS8m	numeric	1151 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1037 unique values 0 missing
TPSA.Tot.	numeric	949 unique values 0 missing
ATS8p	numeric	1162 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	17 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM08_AEA.bo.	numeric	863 unique values 0 missing
TRS	numeric	38 unique values 0 missing
ATS8s	numeric	1186 unique values 0 missing
CSI	numeric	843 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM08_AEA.dm.	numeric	943 unique values 0 missing
TWC	numeric	901 unique values 0 missing
ATS8v	numeric	1188 unique values 0 missing
DBI	numeric	61 unique values 0 missing
H.052	numeric	21 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	955 unique values 0 missing
Uc	numeric	33 unique values 0 missing
ATSC1e	numeric	305 unique values 0 missing
D.Dtr03	numeric	42 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	1064 unique values 0 missing
Ui	numeric	34 unique values 0 missing
ATSC1i	numeric	717 unique values 0 missing
D.Dtr04	numeric	29 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_EA	numeric	962 unique values 0 missing
Uindex	numeric	1453 unique values 0 missing
ATSC1m	numeric	1562 unique values 0 missing
D.Dtr05	numeric	1044 unique values 0 missing
HDcpx	numeric	300 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	973 unique values 0 missing
UNIP	numeric	233 unique values 0 missing
ATSC1p	numeric	1377 unique values 0 missing
D.Dtr06	numeric	1449 unique values 0 missing
HNar	numeric	268 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	509 unique values 0 missing
VAR	numeric	264 unique values 0 missing
ATSC1s	numeric	1674 unique values 0 missing
D.Dtr07	numeric	39 unique values 0 missing
HVcpx	numeric	841 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM08_EA.ed.	numeric	1131 unique values 0 missing
Vindex	numeric	272 unique values 0 missing
ATSC1v	numeric	1456 unique values 0 missing
D.Dtr08	numeric	43 unique values 0 missing
Hy	numeric	607 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1048 unique values 0 missing
VvdwMG	numeric	1360 unique values 0 missing
ATSC2e	numeric	641 unique values 0 missing
D.Dtr09	numeric	683 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	488 unique values 0 missing
VvdwZAZ	numeric	1553 unique values 0 missing
ATSC2i	numeric	981 unique values 0 missing
D.Dtr10	numeric	402 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	906 unique values 0 missing
Vx	numeric	1360 unique values 0 missing
ATSC2m	numeric	1648 unique values 0 missing
D.Dtr11	numeric	36 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	968 unique values 0 missing
Wap	numeric	1386 unique values 0 missing
ATSC2p	numeric	1512 unique values 0 missing
D.Dtr12	numeric	33 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1100 unique values 0 missing
X.	numeric	98 unique values 0 missing
ATSC2s	numeric	1772 unique values 0 missing
DECC	numeric	908 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCONH2	numeric	4 unique values 0 missing
SM09_EA	numeric	971 unique values 0 missing
X0	numeric	536 unique values 0 missing
ATSC2v	numeric	1578 unique values 0 missing
DELS	numeric	1764 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONHR	numeric	8 unique values 0 missing
SM09_EA.bo.	numeric	1021 unique values 0 missing
X0A	numeric	96 unique values 0 missing
ATSC3e	numeric	728 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1366 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	177 unique values 0 missing
X0Av	numeric	163 unique values 0 missing
ATSC3i	numeric	1066 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	580 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1141 unique values 0 missing
X0sol	numeric	805 unique values 0 missing
ATSC3m	numeric	1722 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	861 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	1091 unique values 0 missing
X0v	numeric	1545 unique values 0 missing
ATSC3p	numeric	1616 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC2	numeric	924 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	622 unique values 0 missing
X1	numeric	1011 unique values 0 missing
ATSC3s	numeric	1789 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	803 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.dm.	numeric	839 unique values 0 missing
X1A	numeric	66 unique values 0 missing
ATSC3v	numeric	1655 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC4	numeric	763 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	1007 unique values 0 missing
X1Av	numeric	129 unique values 0 missing
ATSC4e	numeric	827 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	777 unique values 0 missing
nRNH2	numeric	8 unique values 0 missing
SM10_AEA.ri.	numeric	1110 unique values 0 missing
X1Kup	numeric	1547 unique values 0 missing
ATSC4i	numeric	1109 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	655 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA	numeric	1010 unique values 0 missing
X1Mad	numeric	1618 unique values 0 missing
ATSC4m	numeric	1769 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	478 unique values 0 missing
nRNHR	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	1034 unique values 0 missing
X1MulPer	numeric	1553 unique values 0 missing
ATSC4p	numeric	1656 unique values 0 missing
DLS_cons	numeric	57 unique values 0 missing
IDDM	numeric	425 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	420 unique values 0 missing
X1Per	numeric	1556 unique values 0 missing
ATSC4s	numeric	1803 unique values 0 missing
Dz	numeric	357 unique values 0 missing
IDE	numeric	915 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	1171 unique values 0 missing
X1sol	numeric	1208 unique values 0 missing
ATSC4v	numeric	1714 unique values 0 missing
ECC	numeric	528 unique values 0 missing
IDET	numeric	1483 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM10_EA.ri.	numeric	1155 unique values 0 missing
X1v	numeric	1544 unique values 0 missing
ATSC5e	numeric	861 unique values 0 missing
Eig01_AEA.bo.	numeric	471 unique values 0 missing
IDM	numeric	1077 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	698 unique values 0 missing
X2	numeric	1350 unique values 0 missing
ATSC5i	numeric	1111 unique values 0 missing
Eig01_AEA.dm.	numeric	627 unique values 0 missing
IDMT	numeric	1490 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM11_AEA.dm.	numeric	1044 unique values 0 missing
X2A	numeric	74 unique values 0 missing
ATSC5m	numeric	1767 unique values 0 missing
Eig01_AEA.ed.	numeric	600 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	1041 unique values 0 missing
X2Av	numeric	109 unique values 0 missing
ATSC5p	numeric	1660 unique values 0 missing
Eig01_AEA.ri.	numeric	505 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	570 unique values 0 missing
X2sol	numeric	1386 unique values 0 missing
ATSC5s	numeric	1796 unique values 0 missing
Eig01_EA	numeric	488 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA	numeric	1032 unique values 0 missing
X2v	numeric	1593 unique values 0 missing
ATSC5v	numeric	1696 unique values 0 missing
Eig01_EA.bo.	numeric	570 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsCH3	numeric	9 unique values 0 missing
SM11_EA.bo.	numeric	1062 unique values 0 missing
X3	numeric	1358 unique values 0 missing
ATSC6e	numeric	793 unique values 0 missing
Eig01_EA.dm.	numeric	135 unique values 0 missing
ISIZ	numeric	79 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	168 unique values 0 missing
X3A	numeric	59 unique values 0 missing
ATSC6i	numeric	1145 unique values 0 missing
Eig01_EA.ed.	numeric	839 unique values 0 missing
IVDE	numeric	363 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ed.	numeric	1143 unique values 0 missing
X3Av	numeric	78 unique values 0 missing
ATSC6m	numeric	1766 unique values 0 missing
Eig01_EA.ri.	numeric	527 unique values 0 missing
IVDM	numeric	403 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	1187 unique values 0 missing
X3sol	numeric	1398 unique values 0 missing
ATSC6p	numeric	1682 unique values 0 missing
Eig02_AEA.bo.	numeric	603 unique values 0 missing
JGI1	numeric	161 unique values 0 missing
nSK	numeric	48 unique values 0 missing
SM12_AEA.bo.	numeric	778 unique values 0 missing
X3v	numeric	1520 unique values 0 missing
ATSC6s	numeric	1801 unique values 0 missing
Eig02_AEA.dm.	numeric	740 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
NsNH2	numeric	9 unique values 0 missing
SM12_AEA.dm.	numeric	1148 unique values 0 missing
X4	numeric	1364 unique values 0 missing
ATSC6v	numeric	1723 unique values 0 missing
Eig02_AEA.ed.	numeric	744 unique values 0 missing
JGI2	numeric	74 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1060 unique values 0 missing
X4A	numeric	52 unique values 0 missing
ATSC7e	numeric	829 unique values 0 missing
Eig02_AEA.ri.	numeric	655 unique values 0 missing
JGI3	numeric	67 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	683 unique values 0 missing
X4Av	numeric	55 unique values 0 missing
ATSC7i	numeric	1179 unique values 0 missing
Eig02_EA	numeric	622 unique values 0 missing
JGI4	numeric	53 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_EA	numeric	1081 unique values 0 missing
X4sol	numeric	1383 unique values 0 missing
ATSC7m	numeric	1762 unique values 0 missing
Eig02_EA.bo.	numeric	683 unique values 0 missing
JGI5	numeric	38 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1083 unique values 0 missing
X4v	numeric	1434 unique values 0 missing
ATSC7p	numeric	1668 unique values 0 missing
Eig02_EA.dm.	numeric	140 unique values 0 missing
JGI6	numeric	29 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	377 unique values 0 missing
X5	numeric	1350 unique values 0 missing
ATSC7s	numeric	1791 unique values 0 missing
Eig02_EA.ed.	numeric	1044 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
NssCH2	numeric	17 unique values 0 missing
SM12_EA.ed.	numeric	1171 unique values 0 missing
X5A	numeric	43 unique values 0 missing
ATSC7v	numeric	1709 unique values 0 missing
Eig02_EA.ri.	numeric	634 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_EA.ri.	numeric	1200 unique values 0 missing
X5Av	numeric	39 unique values 0 missing
ATSC8e	numeric	810 unique values 0 missing
Eig03_AEA.bo.	numeric	697 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
NssNH	numeric	10 unique values 0 missing
SM13_AEA.bo.	numeric	823 unique values 0 missing
X5sol	numeric	1362 unique values 0 missing
ATSC8i	numeric	1163 unique values 0 missing
Eig03_AEA.dm.	numeric	815 unique values 0 missing
JGT	numeric	305 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.dm.	numeric	1201 unique values 0 missing
X5v	numeric	1343 unique values 0 missing
ATSC8m	numeric	1764 unique values 0 missing
Eig03_AEA.ed.	numeric	840 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1078 unique values 0 missing
Xindex	numeric	336 unique values 0 missing
ATSC8p	numeric	1677 unique values 0 missing
Eig03_AEA.ri.	numeric	747 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM13_AEA.ri.	numeric	798 unique values 0 missing
XMOD	numeric	1695 unique values 0 missing
ATSC8s	numeric	1780 unique values 0 missing
Eig03_EA	numeric	698 unique values 0 missing
LOC	numeric	588 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_EA	numeric	1085 unique values 0 missing
Xt	numeric	141 unique values 0 missing
ATSC8v	numeric	1700 unique values 0 missing
Eig03_EA.bo.	numeric	798 unique values 0 missing
LPRS	numeric	1486 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1099 unique values 0 missing
Xu	numeric	1435 unique values 0 missing
BAC	numeric	103 unique values 0 missing
Eig03_EA.dm.	numeric	109 unique values 0 missing
MATS1e	numeric	350 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	161 unique values 0 missing
Yindex	numeric	617 unique values 0 missing
BBI	numeric	70 unique values 0 missing
Eig03_EA.ed.	numeric	1148 unique values 0 missing
MATS1i	numeric	509 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1177 unique values 0 missing
ZM1	numeric	106 unique values 0 missing
BIC0	numeric	188 unique values 0 missing
Eig03_EA.ri.	numeric	740 unique values 0 missing
MATS1m	numeric	223 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1214 unique values 0 missing
ZM1Kup	numeric	1642 unique values 0 missing
BIC1	numeric	287 unique values 0 missing
Eig04_AEA.bo.	numeric	746 unique values 0 missing
MATS1p	numeric	345 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	835 unique values 0 missing
ZM1Mad	numeric	1692 unique values 0 missing
BIC2	numeric	246 unique values 0 missing
Eig04_AEA.dm.	numeric	857 unique values 0 missing
MATS1s	numeric	311 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1205 unique values 0 missing
ZM1MulPer	numeric	1752 unique values 0 missing
BIC3	numeric	176 unique values 0 missing
Eig04_AEA.ed.	numeric	892 unique values 0 missing
MATS1v	numeric	196 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1108 unique values 0 missing
ZM1Per	numeric	1728 unique values 0 missing
BIC4	numeric	165 unique values 0 missing
Eig04_AEA.ri.	numeric	861 unique values 0 missing
MATS2e	numeric	530 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	825 unique values 0 missing
ZM1V	numeric	258 unique values 0 missing
BIC5	numeric	159 unique values 0 missing
Eig04_EA	numeric	778 unique values 0 missing
MATS2i	numeric	470 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA	numeric	1097 unique values 0 missing
ZM2	numeric	221 unique values 0 missing
BID	numeric	170 unique values 0 missing
Eig04_EA.bo.	numeric	825 unique values 0 missing
MATS2m	numeric	354 unique values 0 missing
O.	numeric	111 unique values 0 missing
SM14_EA.bo.	numeric	1096 unique values 0 missing
ZM2Kup	numeric	1737 unique values 0 missing
BLI	numeric	330 unique values 0 missing
Eig04_EA.dm.	numeric	96 unique values 0 missing
MATS2p	numeric	418 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.dm.	numeric	345 unique values 0 missing
ZM2Mad	numeric	1748 unique values 0 missing
BLTA96	numeric	453 unique values 0 missing
Eig04_EA.ed.	numeric	1201 unique values 0 missing
MATS2s	numeric	469 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1175 unique values 0 missing
ZM2MulPer	numeric	1765 unique values 0 missing
BLTD48	numeric	435 unique values 0 missing
Eig04_EA.ri.	numeric	850 unique values 0 missing
MATS2v	numeric	410 unique values 0 missing
O.058	numeric	12 unique values 0 missing
SM14_EA.ri.	numeric	1247 unique values 0 missing
ZM2Per	numeric	1740 unique values 0 missing
BLTF96	numeric	403 unique values 0 missing
Eig05_AEA.bo.	numeric	798 unique values 0 missing
MATS3e	numeric	432 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.bo.	numeric	825 unique values 0 missing
ZM2V	numeric	427 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	931 unique values 0 missing
MATS3i	numeric	425 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	1237 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.ed.	numeric	934 unique values 0 missing
MATS3m	numeric	383 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1105 unique values 0 missing
C.	numeric	171 unique values 0 missing
Eig05_AEA.ri.	numeric	902 unique values 0 missing
MATS3p	numeric	399 unique values 0 missing
ON0	numeric	179 unique values 0 missing
SM15_AEA.ri.	numeric	877 unique values 0 missing
C.001	numeric	9 unique values 0 missing
Eig05_EA	numeric	823 unique values 0 missing
MATS3s	numeric	382 unique values 0 missing
ON0V	numeric	966 unique values 0 missing
SM15_EA	numeric	1112 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig05_EA.bo.	numeric	877 unique values 0 missing
MATS3v	numeric	405 unique values 0 missing
ON1	numeric	305 unique values 0 missing
SM15_EA.bo.	numeric	1104 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	66 unique values 0 missing
MATS4e	numeric	507 unique values 0 missing
ON1V	numeric	1257 unique values 0 missing
SM15_EA.dm.	numeric	158 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1205 unique values 0 missing
MATS4i	numeric	436 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	1194 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_EA.ri.	numeric	922 unique values 0 missing
MATS4m	numeric	460 unique values 0 missing
PCD	numeric	1158 unique values 0 missing
SM15_EA.ri.	numeric	1289 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig06_AEA.bo.	numeric	815 unique values 0 missing
MATS4p	numeric	465 unique values 0 missing
PCR	numeric	396 unique values 0 missing
SMTI	numeric	1435 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	976 unique values 0 missing
MATS4s	numeric	477 unique values 0 missing
PDI	numeric	212 unique values 0 missing
SMTIV	numeric	1718 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig06_AEA.ed.	numeric	968 unique values 0 missing
MATS4v	numeric	461 unique values 0 missing
PHI	numeric	1356 unique values 0 missing
SNar	numeric	225 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	964 unique values 0 missing
MATS5e	numeric	535 unique values 0 missing
piID	numeric	1296 unique values 0 missing
Sp	numeric	1374 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA	numeric	835 unique values 0 missing
MATS5i	numeric	452 unique values 0 missing
piPC01	numeric	112 unique values 0 missing
SpAD_AEA.bo.	numeric	1525 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	902 unique values 0 missing
MATS5m	numeric	494 unique values 0 missing
piPC02	numeric	318 unique values 0 missing
SpAD_AEA.dm.	numeric	1683 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	47 unique values 0 missing
MATS5p	numeric	456 unique values 0 missing
piPC03	numeric	684 unique values 0 missing
SpAD_AEA.ed.	numeric	1462 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1237 unique values 0 missing
MATS5s	numeric	479 unique values 0 missing
piPC04	numeric	828 unique values 0 missing
SpAD_AEA.ri.	numeric	1744 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	932 unique values 0 missing
MATS5v	numeric	469 unique values 0 missing
piPC05	numeric	876 unique values 0 missing
SpAD_EA	numeric	1464 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	819 unique values 0 missing
MATS6e	numeric	560 unique values 0 missing
piPC06	numeric	988 unique values 0 missing
SpAD_EA.bo.	numeric	1525 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	963 unique values 0 missing
MATS6i	numeric	490 unique values 0 missing
piPC07	numeric	1052 unique values 0 missing
SpAD_EA.dm.	numeric	661 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	980 unique values 0 missing
MATS6m	numeric	498 unique values 0 missing
piPC08	numeric	1115 unique values 0 missing
SpAD_EA.ed.	numeric	1484 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	926 unique values 0 missing
MATS6p	numeric	497 unique values 0 missing
piPC09	numeric	1162 unique values 0 missing
SpAD_EA.ri.	numeric	1751 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA	numeric	825 unique values 0 missing
MATS6s	numeric	520 unique values 0 missing
piPC10	numeric	1181 unique values 0 missing
SpDiam_AEA.bo.	numeric	610 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	897 unique values 0 missing
MATS6v	numeric	490 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpDiam_AEA.dm.	numeric	634 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	29 unique values 0 missing
MATS7e	numeric	635 unique values 0 missing
Pol	numeric	79 unique values 0 missing
SpDiam_AEA.ed.	numeric	789 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1177 unique values 0 missing
MATS7i	numeric	571 unique values 0 missing
Psi_e_0	numeric	1507 unique values 0 missing
SpDiam_AEA.ri.	numeric	540 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig07_EA.ri.	numeric	892 unique values 0 missing
MATS7m	numeric	566 unique values 0 missing
Psi_e_0d	numeric	9 unique values 0 missing
SpDiam_EA	numeric	488 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig08_AEA.bo.	numeric	798 unique values 0 missing
MATS7p	numeric	566 unique values 0 missing
Psi_e_1	numeric	1412 unique values 0 missing
SpDiam_EA.bo.	numeric	576 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.dm.	numeric	925 unique values 0 missing
MATS7s	numeric	606 unique values 0 missing
Psi_e_1d	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	165 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig08_AEA.ed.	numeric	930 unique values 0 missing
MATS7v	numeric	586 unique values 0 missing
Psi_e_A	numeric	730 unique values 0 missing
SpDiam_EA.ed.	numeric	987 unique values 0 missing
C.028	numeric	6 unique values 0 missing
Eig08_AEA.ri.	numeric	915 unique values 0 missing
MATS8e	numeric	641 unique values 0 missing
Psi_i_0	numeric	1577 unique values 0 missing
SpDiam_EA.ri.	numeric	546 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA	numeric	812 unique values 0 missing
MATS8i	numeric	537 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SPI	numeric	1415 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	893 unique values 0 missing
MATS8m	numeric	599 unique values 0 missing
Psi_i_1	numeric	1629 unique values 0 missing
SpMAD_AEA.bo.	numeric	181 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	22 unique values 0 missing
MATS8p	numeric	560 unique values 0 missing
Psi_i_1d	numeric	7 unique values 0 missing
SpMAD_AEA.dm.	numeric	266 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	1120 unique values 0 missing
MATS8s	numeric	607 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_AEA.ed.	numeric	219 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig08_EA.ri.	numeric	902 unique values 0 missing
MATS8v	numeric	569 unique values 0 missing
Psi_i_A	numeric	730 unique values 0 missing
SpMAD_AEA.ri.	numeric	189 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	834 unique values 0 missing
MAXDN	numeric	1176 unique values 0 missing
Psi_i_s	numeric	842 unique values 0 missing
SpMAD_EA	numeric	176 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	962 unique values 0 missing
MAXDP	numeric	1356 unique values 0 missing
Psi_i_t	numeric	18 unique values 0 missing
SpMAD_EA.bo.	numeric	413 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	932 unique values 0 missing
MCD	numeric	242 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	487 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	979 unique values 0 missing
MDDD	numeric	1430 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	747 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA	numeric	831 unique values 0 missing
Me	numeric	91 unique values 0 missing
P_VSA_e_1	numeric	54 unique values 0 missing
SpMAD_EA.ri.	numeric	221 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	923 unique values 0 missing
Mi	numeric	79 unique values 0 missing
P_VSA_e_2	numeric	1636 unique values 0 missing
SpMax1_Bh.e.	numeric	293 unique values 0 missing
C.040	numeric	11 unique values 0 missing
Eig09_EA.dm.	numeric	8 unique values 0 missing
MLOGP	numeric	1261 unique values 0 missing
P_VSA_e_3	numeric	455 unique values 0 missing
SpMax1_Bh.i.	numeric	293 unique values 0 missing
C.041	numeric	7 unique values 0 missing
Eig09_EA.ed.	numeric	1113 unique values 0 missing
MLOGP2	numeric	1462 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	419 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	944 unique values 0 missing
Mp	numeric	185 unique values 0 missing
P_VSA_e_5	numeric	147 unique values 0 missing
SpMax1_Bh.p.	numeric	328 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	888 unique values 0 missing
MPC01	numeric	52 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	231 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	943 unique values 0 missing
MPC02	numeric	70 unique values 0 missing
P_VSA_i_1	numeric	29 unique values 0 missing
SpMax1_Bh.v.	numeric	308 unique values 0 missing
CATS2D_00_DD	numeric	9 unique values 0 missing
Eig10_AEA.ed.	numeric	933 unique values 0 missing
MPC03	numeric	94 unique values 0 missing
P_VSA_i_2	numeric	1636 unique values 0 missing
SpMax2_Bh.e.	numeric	368 unique values 0 missing
CATS2D_00_DP	numeric	9 unique values 0 missing
Eig10_AEA.ri.	numeric	978 unique values 0 missing
MPC04	numeric	120 unique values 0 missing
P_VSA_i_3	numeric	798 unique values 0 missing
SpMax2_Bh.i.	numeric	350 unique values 0 missing
CATS2D_00_PP	numeric	9 unique values 0 missing
Eig10_EA	numeric	856 unique values 0 missing
MPC05	numeric	157 unique values 0 missing
P_VSA_i_4	numeric	585 unique values 0 missing
SpMax2_Bh.m.	numeric	474 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	954 unique values 0 missing
MPC06	numeric	189 unique values 0 missing
P_VSA_LogP_1	numeric	72 unique values 0 missing
SpMax2_Bh.p.	numeric	411 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	9 unique values 0 missing
MPC07	numeric	232 unique values 0 missing
P_VSA_LogP_2	numeric	411 unique values 0 missing
SpMax2_Bh.s.	numeric	441 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	1087 unique values 0 missing
MPC08	numeric	273 unique values 0 missing
P_VSA_LogP_3	numeric	302 unique values 0 missing
SpMax2_Bh.v.	numeric	400 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	973 unique values 0 missing
MPC09	numeric	319 unique values 0 missing
P_VSA_LogP_4	numeric	678 unique values 0 missing
SpMax3_Bh.e.	numeric	537 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	878 unique values 0 missing
MPC10	numeric	350 unique values 0 missing
P_VSA_LogP_5	numeric	1218 unique values 0 missing
SpMax3_Bh.i.	numeric	525 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	941 unique values 0 missing
MSD	numeric	1305 unique values 0 missing
P_VSA_LogP_6	numeric	283 unique values 0 missing
SpMax3_Bh.m.	numeric	591 unique values 0 missing
CATS2D_01_LL	numeric	27 unique values 0 missing
Eig11_AEA.ed.	numeric	914 unique values 0 missing
Mv	numeric	184 unique values 0 missing
P_VSA_LogP_7	numeric	149 unique values 0 missing
SpMax3_Bh.p.	numeric	603 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	1012 unique values 0 missing
MW	numeric	1460 unique values 0 missing
P_VSA_LogP_8	numeric	27 unique values 0 missing
SpMax3_Bh.s.	numeric	562 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA	numeric	857 unique values 0 missing
MWC01	numeric	52 unique values 0 missing
P_VSA_m_1	numeric	53 unique values 0 missing
SpMax3_Bh.v.	numeric	609 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig11_EA.bo.	numeric	968 unique values 0 missing
MWC02	numeric	106 unique values 0 missing
P_VSA_m_2	numeric	1653 unique values 0 missing
SpMax4_Bh.e.	numeric	692 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	11 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1842

Number of instances (rows) of the dataset.

NumberOfFeatures

1398

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

1397

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

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

124.68

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

152.71

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.21

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

AutoCorrelation

0.34

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

5.53

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

Dimensionality

0.76

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

4.97

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.57

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

1779.39

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

1.11

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.94

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

1842

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.98

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

54705.74

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

165.74

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

5.86

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-42.92

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

42.92

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

8.84

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

976536.52

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.22

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.47

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

Show all 62 properties