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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL344

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: CHEMBL344 (TID: 19905), and it has 3048 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	1145 unique values 0 missing
molecule_id (row identifier)	nominal	3048 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS4e	numeric	841 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
SM02_EA.dm.	numeric	757 unique values 0 missing
SpMin7_Bh.m.	numeric	554 unique values 0 missing
AAC	numeric	550 unique values 0 missing
CATS2D_08_LL	numeric	31 unique values 0 missing
GATS4i	numeric	497 unique values 0 missing
nDB	numeric	9 unique values 0 missing
SM02_EA.ed.	numeric	497 unique values 0 missing
SpMin7_Bh.p.	numeric	554 unique values 0 missing
AECC	numeric	1419 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4m	numeric	557 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	719 unique values 0 missing
SpMin7_Bh.s.	numeric	684 unique values 0 missing
ALOGP	numeric	2011 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS4p	numeric	441 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	670 unique values 0 missing
SpMin7_Bh.v.	numeric	548 unique values 0 missing
ALOGP2	numeric	2538 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4s	numeric	938 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	838 unique values 0 missing
SpMin8_Bh.e.	numeric	559 unique values 0 missing
AMR	numeric	2583 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4v	numeric	415 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	744 unique values 0 missing
SpMin8_Bh.i.	numeric	559 unique values 0 missing
AMW	numeric	1389 unique values 0 missing
CATS2D_09_AL	numeric	21 unique values 0 missing
GATS5e	numeric	907 unique values 0 missing
NdO	numeric	7 unique values 0 missing
SM03_AEA.ri.	numeric	1432 unique values 0 missing
SpMin8_Bh.m.	numeric	601 unique values 0 missing
ARR	numeric	199 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	521 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA	numeric	24 unique values 0 missing
SpMin8_Bh.p.	numeric	576 unique values 0 missing
ATS1e	numeric	703 unique values 0 missing
CATS2D_09_AP	numeric	6 unique values 0 missing
GATS5m	numeric	623 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM03_EA.bo.	numeric	125 unique values 0 missing
SpMin8_Bh.s.	numeric	669 unique values 0 missing
ATS1i	numeric	708 unique values 0 missing
CATS2D_09_DA	numeric	7 unique values 0 missing
GATS5p	numeric	453 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_EA.dm.	numeric	158 unique values 0 missing
SpMin8_Bh.v.	numeric	562 unique values 0 missing
ATS1m	numeric	672 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5s	numeric	1036 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM03_EA.ed.	numeric	556 unique values 0 missing
SRW02	numeric	41 unique values 0 missing
ATS1p	numeric	678 unique values 0 missing
CATS2D_09_DL	numeric	12 unique values 0 missing
GATS5v	numeric	390 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	798 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS1s	numeric	664 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	1016 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	734 unique values 0 missing
SRW04	numeric	146 unique values 0 missing
ATS1v	numeric	656 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6i	numeric	655 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	824 unique values 0 missing
SRW05	numeric	13 unique values 0 missing
ATS2e	numeric	771 unique values 0 missing
CATS2D_09_LL	numeric	35 unique values 0 missing
GATS6m	numeric	715 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.ed.	numeric	874 unique values 0 missing
SRW06	numeric	528 unique values 0 missing
ATS2i	numeric	795 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	560 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1379 unique values 0 missing
SRW07	numeric	50 unique values 0 missing
ATS2m	numeric	765 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	1153 unique values 0 missing
nH	numeric	44 unique values 0 missing
SM04_EA	numeric	303 unique values 0 missing
SRW08	numeric	785 unique values 0 missing
ATS2p	numeric	752 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6v	numeric	542 unique values 0 missing
nHAcc	numeric	14 unique values 0 missing
SM04_EA.bo.	numeric	780 unique values 0 missing
SRW09	numeric	154 unique values 0 missing
ATS2s	numeric	995 unique values 0 missing
CENT	numeric	1570 unique values 0 missing
GATS7e	numeric	1090 unique values 0 missing
nHDon	numeric	9 unique values 0 missing
SM04_EA.dm.	numeric	835 unique values 0 missing
SRW10	numeric	855 unique values 0 missing
ATS2v	numeric	717 unique values 0 missing
Chi0_AEA.bo.	numeric	1237 unique values 0 missing
GATS7i	numeric	611 unique values 0 missing
nHet	numeric	14 unique values 0 missing
SM04_EA.ed.	numeric	1193 unique values 0 missing
SsBr	numeric	73 unique values 0 missing
ATS3e	numeric	855 unique values 0 missing
Chi0_AEA.dm.	numeric	1237 unique values 0 missing
GATS7m	numeric	701 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM04_EA.ri.	numeric	883 unique values 0 missing
SsCH3	numeric	1552 unique values 0 missing
ATS3i	numeric	886 unique values 0 missing
Chi0_AEA.ed.	numeric	1237 unique values 0 missing
GATS7p	numeric	487 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	779 unique values 0 missing
SsCl	numeric	591 unique values 0 missing
ATS3m	numeric	805 unique values 0 missing
Chi0_AEA.ri.	numeric	1237 unique values 0 missing
GATS7s	numeric	1175 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	808 unique values 0 missing
SsF	numeric	1028 unique values 0 missing
ATS3p	numeric	845 unique values 0 missing
Chi0_EA	numeric	1237 unique values 0 missing
GATS7v	numeric	446 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1006 unique values 0 missing
SsI	numeric	9 unique values 0 missing
ATS3s	numeric	815 unique values 0 missing
Chi0_EA.bo.	numeric	1929 unique values 0 missing
GATS8e	numeric	1065 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1357 unique values 0 missing
SsNH2	numeric	196 unique values 0 missing
ATS3v	numeric	804 unique values 0 missing
Chi0_EA.dm.	numeric	2079 unique values 0 missing
GATS8i	numeric	496 unique values 0 missing
nN	numeric	10 unique values 0 missing
SM05_EA	numeric	158 unique values 0 missing
SsOH	numeric	217 unique values 0 missing
ATS4e	numeric	939 unique values 0 missing
Chi0_EA.ed.	numeric	1886 unique values 0 missing
GATS8m	numeric	735 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	918 unique values 0 missing
SssCH2	numeric	2470 unique values 0 missing
ATS4i	numeric	977 unique values 0 missing
Chi0_EA.ri.	numeric	2426 unique values 0 missing
GATS8p	numeric	505 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM05_EA.dm.	numeric	311 unique values 0 missing
SsSH	numeric	3 unique values 0 missing
ATS4m	numeric	899 unique values 0 missing
Chi1_AEA.bo.	numeric	1698 unique values 0 missing
GATS8s	numeric	1189 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1355 unique values 0 missing
SssNH	numeric	1189 unique values 0 missing
ATS4p	numeric	914 unique values 0 missing
Chi1_AEA.dm.	numeric	1698 unique values 0 missing
GATS8v	numeric	452 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1087 unique values 0 missing
SssO	numeric	1164 unique values 0 missing
ATS4s	numeric	981 unique values 0 missing
Chi1_AEA.ed.	numeric	1698 unique values 0 missing
GGI1	numeric	24 unique values 0 missing
NNRS	numeric	12 unique values 0 missing
SM06_AEA.bo.	numeric	820 unique values 0 missing
SssS	numeric	48 unique values 0 missing
ATS4v	numeric	893 unique values 0 missing
Chi1_AEA.ri.	numeric	1698 unique values 0 missing
GGI10	numeric	401 unique values 0 missing
nO	numeric	9 unique values 0 missing
SM06_AEA.dm.	numeric	810 unique values 0 missing
SsssCH	numeric	1141 unique values 0 missing
ATS5e	numeric	1031 unique values 0 missing
Chi1_EA	numeric	1698 unique values 0 missing
GGI2	numeric	85 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1062 unique values 0 missing
SsssN	numeric	1743 unique values 0 missing
ATS5i	numeric	1074 unique values 0 missing
Chi1_EA.bo.	numeric	2051 unique values 0 missing
GGI3	numeric	346 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1245 unique values 0 missing
SssssC	numeric	685 unique values 0 missing
ATS5m	numeric	930 unique values 0 missing
Chi1_EA.dm.	numeric	2259 unique values 0 missing
GGI4	numeric	998 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA	numeric	1006 unique values 0 missing
SssssN.	numeric	3 unique values 0 missing
ATS5p	numeric	969 unique values 0 missing
Chi1_EA.ed.	numeric	1633 unique values 0 missing
GGI5	numeric	639 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	945 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS5s	numeric	986 unique values 0 missing
Chi1_EA.ri.	numeric	2485 unique values 0 missing
GGI6	numeric	786 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	745 unique values 0 missing
StN	numeric	243 unique values 0 missing
ATS5v	numeric	949 unique values 0 missing
CIC0	numeric	964 unique values 0 missing
GGI7	numeric	644 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1373 unique values 0 missing
StsC	numeric	189 unique values 0 missing
ATS6e	numeric	1067 unique values 0 missing
CIC1	numeric	1191 unique values 0 missing
GGI8	numeric	587 unique values 0 missing
nP..O.R3.nPR5	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1093 unique values 0 missing
Sv	numeric	2046 unique values 0 missing
ATS6i	numeric	1115 unique values 0 missing
CIC2	numeric	1036 unique values 0 missing
GGI9	numeric	523 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	893 unique values 0 missing
TIC0	numeric	1818 unique values 0 missing
ATS6m	numeric	1005 unique values 0 missing
CIC3	numeric	831 unique values 0 missing
GMTI	numeric	2138 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	828 unique values 0 missing
TIC1	numeric	2410 unique values 0 missing
ATS6p	numeric	1011 unique values 0 missing
CIC4	numeric	700 unique values 0 missing
GMTIV	numeric	2721 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	1145 unique values 0 missing
TIC2	numeric	2499 unique values 0 missing
ATS6s	numeric	1047 unique values 0 missing
CIC5	numeric	685 unique values 0 missing
GNar	numeric	269 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1157 unique values 0 missing
TIC3	numeric	1917 unique values 0 missing
ATS6v	numeric	991 unique values 0 missing
CID	numeric	584 unique values 0 missing
H.	numeric	196 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_EA	numeric	838 unique values 0 missing
TIC4	numeric	1592 unique values 0 missing
ATS7e	numeric	1140 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	22 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1120 unique values 0 missing
TIC5	numeric	1543 unique values 0 missing
ATS7i	numeric	1168 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.047	numeric	32 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	301 unique values 0 missing
TIE	numeric	2855 unique values 0 missing
ATS7m	numeric	1049 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1482 unique values 0 missing
TPC	numeric	1188 unique values 0 missing
ATS7p	numeric	1079 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1255 unique values 0 missing
TPSA.NO.	numeric	750 unique values 0 missing
ATS7s	numeric	1109 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	9 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.bo.	numeric	932 unique values 0 missing
TPSA.Tot.	numeric	839 unique values 0 missing
ATS7v	numeric	1065 unique values 0 missing
CSI	numeric	975 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR06	numeric	6 unique values 0 missing
SM08_AEA.dm.	numeric	924 unique values 0 missing
TRS	numeric	33 unique values 0 missing
ATS8e	numeric	1210 unique values 0 missing
DBI	numeric	64 unique values 0 missing
H.052	numeric	21 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	1224 unique values 0 missing
TWC	numeric	978 unique values 0 missing
ATS8i	numeric	1209 unique values 0 missing
D.Dtr03	numeric	241 unique values 0 missing
H.053	numeric	9 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM08_AEA.ri.	numeric	1128 unique values 0 missing
Uc	numeric	28 unique values 0 missing
ATS8m	numeric	1165 unique values 0 missing
D.Dtr04	numeric	27 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM08_EA	numeric	1181 unique values 0 missing
Ui	numeric	30 unique values 0 missing
ATS8p	numeric	1191 unique values 0 missing
D.Dtr05	numeric	1287 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1133 unique values 0 missing
Uindex	numeric	2094 unique values 0 missing
ATS8s	numeric	1166 unique values 0 missing
D.Dtr06	numeric	2227 unique values 0 missing
HDcpx	numeric	229 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	644 unique values 0 missing
UNIP	numeric	250 unique values 0 missing
ATS8v	numeric	1169 unique values 0 missing
D.Dtr07	numeric	134 unique values 0 missing
HNar	numeric	270 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	1484 unique values 0 missing
VAR	numeric	259 unique values 0 missing
ATSC1e	numeric	273 unique values 0 missing
D.Dtr08	numeric	11 unique values 0 missing
HVcpx	numeric	814 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1311 unique values 0 missing
Vindex	numeric	202 unique values 0 missing
ATSC1i	numeric	808 unique values 0 missing
D.Dtr09	numeric	597 unique values 0 missing
Hy	numeric	488 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	540 unique values 0 missing
VvdwMG	numeric	1789 unique values 0 missing
ATSC1m	numeric	2160 unique values 0 missing
D.Dtr10	numeric	806 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	1017 unique values 0 missing
VvdwZAZ	numeric	2148 unique values 0 missing
ATSC1p	numeric	1835 unique values 0 missing
D.Dtr11	numeric	38 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCN	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1300 unique values 0 missing
Vx	numeric	1789 unique values 0 missing
ATSC1s	numeric	2464 unique values 0 missing
D.Dtr12	numeric	5 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1172 unique values 0 missing
Wap	numeric	1941 unique values 0 missing
ATSC1v	numeric	1944 unique values 0 missing
DECC	numeric	1124 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_EA	numeric	1276 unique values 0 missing
X.	numeric	82 unique values 0 missing
ATSC2e	numeric	902 unique values 0 missing
DELS	numeric	2816 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1276 unique values 0 missing
X0	numeric	621 unique values 0 missing
ATSC2i	numeric	1291 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1818 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	266 unique values 0 missing
X0A	numeric	78 unique values 0 missing
ATSC2m	numeric	2432 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	550 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	1531 unique values 0 missing
X0Av	numeric	148 unique values 0 missing
ATSC2p	numeric	2165 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	881 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1400 unique values 0 missing
X0sol	numeric	899 unique values 0 missing
ATSC2s	numeric	2777 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	967 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	605 unique values 0 missing
X0v	numeric	2187 unique values 0 missing
ATSC2v	numeric	2304 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	919 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	878 unique values 0 missing
X1	numeric	1374 unique values 0 missing
ATSC3e	numeric	780 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	846 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	1355 unique values 0 missing
X1A	numeric	52 unique values 0 missing
ATSC3i	numeric	1340 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	811 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	1280 unique values 0 missing
X1Av	numeric	128 unique values 0 missing
ATSC3m	numeric	2652 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	684 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_EA	numeric	1338 unique values 0 missing
X1Kup	numeric	2257 unique values 0 missing
ATSC3p	numeric	2449 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	537 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1266 unique values 0 missing
X1Mad	numeric	2314 unique values 0 missing
ATSC3s	numeric	2858 unique values 0 missing
DLS_cons	numeric	45 unique values 0 missing
IDDM	numeric	382 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	523 unique values 0 missing
X1MulPer	numeric	2168 unique values 0 missing
ATSC3v	numeric	2540 unique values 0 missing
Dz	numeric	357 unique values 0 missing
IDE	numeric	857 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1538 unique values 0 missing
X1Per	numeric	2128 unique values 0 missing
ATSC4e	numeric	983 unique values 0 missing
ECC	numeric	576 unique values 0 missing
IDET	numeric	2220 unique values 0 missing
nRNR2	numeric	5 unique values 0 missing
SM10_EA.ri.	numeric	1431 unique values 0 missing
X1sol	numeric	1510 unique values 0 missing
ATSC4i	numeric	1490 unique values 0 missing
Eig01_AEA.bo.	numeric	511 unique values 0 missing
IDM	numeric	1043 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	627 unique values 0 missing
X1v	numeric	2240 unique values 0 missing
ATSC4m	numeric	2792 unique values 0 missing
Eig01_AEA.dm.	numeric	545 unique values 0 missing
IDMT	numeric	2240 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	1101 unique values 0 missing
X2	numeric	1901 unique values 0 missing
ATSC4p	numeric	2580 unique values 0 missing
Eig01_AEA.ed.	numeric	590 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	1394 unique values 0 missing
X2A	numeric	59 unique values 0 missing
ATSC4s	numeric	2876 unique values 0 missing
Eig01_AEA.ri.	numeric	550 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ri.	numeric	554 unique values 0 missing
X2Av	numeric	108 unique values 0 missing
ATSC4v	numeric	2688 unique values 0 missing
Eig01_EA	numeric	540 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_EA	numeric	1398 unique values 0 missing
X2sol	numeric	1955 unique values 0 missing
ATSC5e	numeric	1020 unique values 0 missing
Eig01_EA.bo.	numeric	554 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1352 unique values 0 missing
X2v	numeric	2315 unique values 0 missing
ATSC5i	numeric	1474 unique values 0 missing
Eig01_EA.dm.	numeric	143 unique values 0 missing
ISIZ	numeric	71 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM11_EA.dm.	numeric	239 unique values 0 missing
X3	numeric	1903 unique values 0 missing
ATSC5m	numeric	2800 unique values 0 missing
Eig01_EA.ed.	numeric	878 unique values 0 missing
IVDE	numeric	403 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	1558 unique values 0 missing
X3A	numeric	48 unique values 0 missing
ATSC5p	numeric	2607 unique values 0 missing
Eig01_EA.ri.	numeric	535 unique values 0 missing
IVDM	numeric	412 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_EA.ri.	numeric	1489 unique values 0 missing
X3Av	numeric	81 unique values 0 missing
ATSC5s	numeric	2885 unique values 0 missing
Eig02_AEA.bo.	numeric	573 unique values 0 missing
JGI1	numeric	160 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM12_AEA.bo.	numeric	660 unique values 0 missing
X3sol	numeric	1953 unique values 0 missing
ATSC5v	numeric	2722 unique values 0 missing
Eig02_AEA.dm.	numeric	768 unique values 0 missing
JGI10	numeric	17 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	1345 unique values 0 missing
X3v	numeric	2263 unique values 0 missing
ATSC6e	numeric	985 unique values 0 missing
Eig02_AEA.ed.	numeric	736 unique values 0 missing
JGI2	numeric	73 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1420 unique values 0 missing
X4	numeric	1899 unique values 0 missing
ATSC6i	numeric	1466 unique values 0 missing
Eig02_AEA.ri.	numeric	601 unique values 0 missing
JGI3	numeric	51 unique values 0 missing
nSK	numeric	38 unique values 0 missing
SM12_AEA.ri.	numeric	545 unique values 0 missing
X4A	numeric	42 unique values 0 missing
ATSC6m	numeric	2787 unique values 0 missing
Eig02_EA	numeric	605 unique values 0 missing
JGI4	numeric	41 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM12_EA	numeric	1424 unique values 0 missing
X4Av	numeric	58 unique values 0 missing
ATSC6p	numeric	2604 unique values 0 missing
Eig02_EA.bo.	numeric	545 unique values 0 missing
JGI5	numeric	31 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1325 unique values 0 missing
X4sol	numeric	1923 unique values 0 missing
ATSC6s	numeric	2872 unique values 0 missing
Eig02_EA.dm.	numeric	132 unique values 0 missing
JGI6	numeric	25 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	484 unique values 0 missing
X4v	numeric	2162 unique values 0 missing
ATSC6v	numeric	2714 unique values 0 missing
Eig02_EA.ed.	numeric	1101 unique values 0 missing
JGI7	numeric	22 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1592 unique values 0 missing
X5	numeric	1830 unique values 0 missing
ATSC7e	numeric	985 unique values 0 missing
Eig02_EA.ri.	numeric	580 unique values 0 missing
JGI8	numeric	19 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SM12_EA.ri.	numeric	1526 unique values 0 missing
X5A	numeric	33 unique values 0 missing
ATSC7i	numeric	1509 unique values 0 missing
Eig03_AEA.bo.	numeric	620 unique values 0 missing
JGI9	numeric	18 unique values 0 missing
NssCH2	numeric	20 unique values 0 missing
SM13_AEA.bo.	numeric	733 unique values 0 missing
X5Av	numeric	41 unique values 0 missing
ATSC7m	numeric	2813 unique values 0 missing
Eig03_AEA.dm.	numeric	808 unique values 0 missing
JGT	numeric	274 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1345 unique values 0 missing
X5sol	numeric	1846 unique values 0 missing
ATSC7p	numeric	2625 unique values 0 missing
Eig03_AEA.ed.	numeric	837 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	1498 unique values 0 missing
X5v	numeric	1969 unique values 0 missing
ATSC7s	numeric	2887 unique values 0 missing
Eig03_AEA.ri.	numeric	634 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	752 unique values 0 missing
Xindex	numeric	268 unique values 0 missing
ATSC7v	numeric	2705 unique values 0 missing
Eig03_EA	numeric	627 unique values 0 missing
LOC	numeric	617 unique values 0 missing
NssS	numeric	4 unique values 0 missing
SM13_EA	numeric	1469 unique values 0 missing
XMOD	numeric	2579 unique values 0 missing
ATSC8e	numeric	911 unique values 0 missing
Eig03_EA.bo.	numeric	752 unique values 0 missing
LPRS	numeric	2220 unique values 0 missing
NsssCH	numeric	9 unique values 0 missing
SM13_EA.bo.	numeric	1409 unique values 0 missing
Xt	numeric	112 unique values 0 missing
ATSC8i	numeric	1518 unique values 0 missing
Eig03_EA.dm.	numeric	131 unique values 0 missing
MATS1e	numeric	249 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_EA.dm.	numeric	227 unique values 0 missing
Xu	numeric	2066 unique values 0 missing
ATSC8m	numeric	2797 unique values 0 missing
Eig03_EA.ed.	numeric	1345 unique values 0 missing
MATS1i	numeric	389 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	1573 unique values 0 missing
Yindex	numeric	449 unique values 0 missing
ATSC8p	numeric	2631 unique values 0 missing
Eig03_EA.ri.	numeric	611 unique values 0 missing
MATS1m	numeric	192 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1575 unique values 0 missing
ZM1	numeric	94 unique values 0 missing
ATSC8s	numeric	2859 unique values 0 missing
Eig04_AEA.bo.	numeric	675 unique values 0 missing
MATS1p	numeric	247 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	791 unique values 0 missing
ZM1Kup	numeric	2358 unique values 0 missing
ATSC8v	numeric	2693 unique values 0 missing
Eig04_AEA.dm.	numeric	769 unique values 0 missing
MATS1s	numeric	262 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	1345 unique values 0 missing
ZM1Mad	numeric	2493 unique values 0 missing
BAC	numeric	102 unique values 0 missing
Eig04_AEA.ed.	numeric	857 unique values 0 missing
MATS1v	numeric	143 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	1519 unique values 0 missing
ZM1MulPer	numeric	2723 unique values 0 missing
BBI	numeric	61 unique values 0 missing
Eig04_AEA.ri.	numeric	729 unique values 0 missing
MATS2e	numeric	616 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	767 unique values 0 missing
ZM1Per	numeric	2631 unique values 0 missing
BIC0	numeric	149 unique values 0 missing
Eig04_EA	numeric	660 unique values 0 missing
MATS2i	numeric	567 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_EA	numeric	1513 unique values 0 missing
ZM1V	numeric	270 unique values 0 missing
BIC1	numeric	228 unique values 0 missing
Eig04_EA.bo.	numeric	767 unique values 0 missing
MATS2m	numeric	303 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	1394 unique values 0 missing
ZM2	numeric	205 unique values 0 missing
BIC2	numeric	210 unique values 0 missing
Eig04_EA.dm.	numeric	121 unique values 0 missing
MATS2p	numeric	390 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	442 unique values 0 missing
ZM2Kup	numeric	2651 unique values 0 missing
BIC3	numeric	185 unique values 0 missing
Eig04_EA.ed.	numeric	1345 unique values 0 missing
MATS2s	numeric	547 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	1597 unique values 0 missing
ZM2Mad	numeric	2694 unique values 0 missing
BIC4	numeric	165 unique values 0 missing
Eig04_EA.ri.	numeric	702 unique values 0 missing
MATS2v	numeric	330 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM14_EA.ri.	numeric	1622 unique values 0 missing
ZM2MulPer	numeric	2742 unique values 0 missing
BIC5	numeric	162 unique values 0 missing
Eig05_AEA.bo.	numeric	686 unique values 0 missing
MATS3e	numeric	382 unique values 0 missing
O.	numeric	102 unique values 0 missing
SM15_AEA.bo.	numeric	860 unique values 0 missing
ZM2Per	numeric	2683 unique values 0 missing
BID	numeric	114 unique values 0 missing
Eig05_AEA.dm.	numeric	814 unique values 0 missing
MATS3i	numeric	393 unique values 0 missing
O.056	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	1380 unique values 0 missing
ZM2V	numeric	413 unique values 0 missing
BLI	numeric	323 unique values 0 missing
Eig05_AEA.ed.	numeric	817 unique values 0 missing
MATS3m	numeric	340 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	1534 unique values 0 missing
BLTA96	numeric	443 unique values 0 missing
Eig05_AEA.ri.	numeric	777 unique values 0 missing
MATS3p	numeric	349 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	805 unique values 0 missing
BLTD48	numeric	423 unique values 0 missing
Eig05_EA	numeric	733 unique values 0 missing
MATS3s	numeric	345 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM15_EA	numeric	1522 unique values 0 missing
BLTF96	numeric	393 unique values 0 missing
Eig05_EA.bo.	numeric	805 unique values 0 missing
MATS3v	numeric	325 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_EA.bo.	numeric	1432 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig05_EA.dm.	numeric	113 unique values 0 missing
MATS4e	numeric	424 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	215 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1345 unique values 0 missing
MATS4i	numeric	397 unique values 0 missing
ON0	numeric	176 unique values 0 missing
SM15_EA.ed.	numeric	1588 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	795 unique values 0 missing
MATS4m	numeric	432 unique values 0 missing
ON0V	numeric	1224 unique values 0 missing
SM15_EA.ri.	numeric	1625 unique values 0 missing
C.	numeric	152 unique values 0 missing
Eig06_AEA.bo.	numeric	760 unique values 0 missing
MATS4p	numeric	379 unique values 0 missing
ON1	numeric	332 unique values 0 missing
SMTI	numeric	2144 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig06_AEA.dm.	numeric	893 unique values 0 missing
MATS4s	numeric	410 unique values 0 missing
ON1V	numeric	1626 unique values 0 missing
SMTIV	numeric	2678 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig06_AEA.ed.	numeric	871 unique values 0 missing
MATS4v	numeric	385 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SNar	numeric	196 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig06_AEA.ri.	numeric	859 unique values 0 missing
MATS5e	numeric	437 unique values 0 missing
PCD	numeric	1494 unique values 0 missing
Sp	numeric	1775 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig06_EA	numeric	791 unique values 0 missing
MATS5i	numeric	421 unique values 0 missing
PCR	numeric	397 unique values 0 missing
SpAD_AEA.bo.	numeric	2292 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig06_EA.bo.	numeric	818 unique values 0 missing
MATS5m	numeric	397 unique values 0 missing
PDI	numeric	164 unique values 0 missing
SpAD_AEA.dm.	numeric	2653 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig06_EA.dm.	numeric	94 unique values 0 missing
MATS5p	numeric	376 unique values 0 missing
PHI	numeric	1898 unique values 0 missing
SpAD_AEA.ed.	numeric	2168 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1380 unique values 0 missing
MATS5s	numeric	410 unique values 0 missing
piID	numeric	1658 unique values 0 missing
SpAD_AEA.ri.	numeric	2735 unique values 0 missing
C.008	numeric	6 unique values 0 missing
Eig06_EA.ri.	numeric	850 unique values 0 missing
MATS5v	numeric	378 unique values 0 missing
piPC01	numeric	92 unique values 0 missing
SpAD_EA	numeric	2164 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	801 unique values 0 missing
MATS6e	numeric	517 unique values 0 missing
piPC02	numeric	268 unique values 0 missing
SpAD_EA.bo.	numeric	2309 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	972 unique values 0 missing
MATS6i	numeric	474 unique values 0 missing
piPC03	numeric	597 unique values 0 missing
SpAD_EA.dm.	numeric	940 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	968 unique values 0 missing
MATS6m	numeric	530 unique values 0 missing
piPC04	numeric	799 unique values 0 missing
SpAD_EA.ed.	numeric	2216 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	925 unique values 0 missing
MATS6p	numeric	479 unique values 0 missing
piPC05	numeric	908 unique values 0 missing
SpAD_EA.ri.	numeric	2724 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA	numeric	860 unique values 0 missing
MATS6s	numeric	494 unique values 0 missing
piPC06	numeric	1060 unique values 0 missing
SpDiam_AEA.bo.	numeric	577 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	865 unique values 0 missing
MATS6v	numeric	521 unique values 0 missing
piPC07	numeric	1240 unique values 0 missing
SpDiam_AEA.dm.	numeric	545 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	65 unique values 0 missing
MATS7e	numeric	586 unique values 0 missing
piPC08	numeric	1345 unique values 0 missing
SpDiam_AEA.ed.	numeric	945 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_EA.ed.	numeric	1468 unique values 0 missing
MATS7i	numeric	448 unique values 0 missing
piPC09	numeric	1432 unique values 0 missing
SpDiam_AEA.ri.	numeric	661 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	879 unique values 0 missing
MATS7m	numeric	511 unique values 0 missing
piPC10	numeric	1476 unique values 0 missing
SpDiam_EA	numeric	540 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	812 unique values 0 missing
MATS7p	numeric	407 unique values 0 missing
PJI2	numeric	14 unique values 0 missing
SpDiam_EA.bo.	numeric	555 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1022 unique values 0 missing
MATS7s	numeric	556 unique values 0 missing
Pol	numeric	64 unique values 0 missing
SpDiam_EA.dm.	numeric	194 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	1034 unique values 0 missing
MATS7v	numeric	429 unique values 0 missing
Psi_e_0	numeric	2077 unique values 0 missing
SpDiam_EA.ed.	numeric	1109 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	927 unique values 0 missing
MATS8e	numeric	532 unique values 0 missing
Psi_e_0d	numeric	4 unique values 0 missing
SpDiam_EA.ri.	numeric	535 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig08_EA	numeric	859 unique values 0 missing
MATS8i	numeric	432 unique values 0 missing
Psi_e_1	numeric	1985 unique values 0 missing
SPI	numeric	2106 unique values 0 missing
C.024	numeric	19 unique values 0 missing
Eig08_EA.bo.	numeric	897 unique values 0 missing
MATS8m	numeric	496 unique values 0 missing
Psi_e_A	numeric	831 unique values 0 missing
SpMAD_AEA.bo.	numeric	178 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig08_EA.dm.	numeric	34 unique values 0 missing
MATS8p	numeric	434 unique values 0 missing
Psi_i_0	numeric	2268 unique values 0 missing
SpMAD_AEA.dm.	numeric	218 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig08_EA.ed.	numeric	1432 unique values 0 missing
MATS8s	numeric	498 unique values 0 missing
Psi_i_0d	numeric	3 unique values 0 missing
SpMAD_AEA.ed.	numeric	186 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_EA.ri.	numeric	880 unique values 0 missing
MATS8v	numeric	432 unique values 0 missing
Psi_i_1	numeric	2403 unique values 0 missing
SpMAD_AEA.ri.	numeric	162 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	805 unique values 0 missing
MAXDN	numeric	1329 unique values 0 missing
Psi_i_1d	numeric	3 unique values 0 missing
SpMAD_EA	numeric	152 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	1059 unique values 0 missing
MAXDP	numeric	1593 unique values 0 missing
Psi_i_A	numeric	831 unique values 0 missing
SpMAD_EA.bo.	numeric	359 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	1040 unique values 0 missing
MCD	numeric	244 unique values 0 missing
Psi_i_s	numeric	1106 unique values 0 missing
SpMAD_EA.dm.	numeric	453 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	892 unique values 0 missing
MDDD	numeric	2154 unique values 0 missing
Psi_i_t	numeric	8 unique values 0 missing
SpMAD_EA.ed.	numeric	848 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig09_EA	numeric	838 unique values 0 missing
Me	numeric	80 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	168 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	871 unique values 0 missing
Mi	numeric	69 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	236 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_EA.dm.	numeric	15 unique values 0 missing
MLOGP	numeric	1501 unique values 0 missing
P_VSA_e_1	numeric	48 unique values 0 missing
SpMax1_Bh.i.	numeric	237 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1379 unique values 0 missing
MLOGP2	numeric	1869 unique values 0 missing
P_VSA_e_2	numeric	2407 unique values 0 missing
SpMax1_Bh.m.	numeric	375 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	871 unique values 0 missing
Mp	numeric	145 unique values 0 missing
P_VSA_e_3	numeric	282 unique values 0 missing
SpMax1_Bh.p.	numeric	278 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	830 unique values 0 missing
MPC01	numeric	41 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.s.	numeric	148 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	1060 unique values 0 missing
MPC02	numeric	61 unique values 0 missing
P_VSA_e_5	numeric	95 unique values 0 missing
SpMax1_Bh.v.	numeric	252 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	1008 unique values 0 missing
MPC03	numeric	81 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax2_Bh.e.	numeric	268 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig10_AEA.ri.	numeric	883 unique values 0 missing
MPC04	numeric	113 unique values 0 missing
P_VSA_i_1	numeric	26 unique values 0 missing
SpMax2_Bh.i.	numeric	244 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig10_EA	numeric	824 unique values 0 missing
MPC05	numeric	146 unique values 0 missing
P_VSA_i_2	numeric	2405 unique values 0 missing
SpMax2_Bh.m.	numeric	394 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	939 unique values 0 missing
MPC06	numeric	174 unique values 0 missing
P_VSA_i_3	numeric	921 unique values 0 missing
SpMax2_Bh.p.	numeric	326 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC07	numeric	222 unique values 0 missing
P_VSA_i_4	numeric	459 unique values 0 missing
SpMax2_Bh.s.	numeric	376 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_EA.ed.	numeric	1357 unique values 0 missing
MPC08	numeric	270 unique values 0 missing
P_VSA_LogP_1	numeric	76 unique values 0 missing
SpMax2_Bh.v.	numeric	304 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig10_EA.ri.	numeric	848 unique values 0 missing
MPC09	numeric	308 unique values 0 missing
P_VSA_LogP_2	numeric	675 unique values 0 missing
SpMax3_Bh.e.	numeric	375 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig11_AEA.bo.	numeric	843 unique values 0 missing
MPC10	numeric	364 unique values 0 missing
P_VSA_LogP_3	numeric	207 unique values 0 missing
SpMax3_Bh.i.	numeric	351 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig11_AEA.dm.	numeric	985 unique values 0 missing
MSD	numeric	1719 unique values 0 missing
P_VSA_LogP_4	numeric	403 unique values 0 missing
SpMax3_Bh.m.	numeric	463 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig11_AEA.ed.	numeric	944 unique values 0 missing
Mv	numeric	161 unique values 0 missing
P_VSA_LogP_5	numeric	1387 unique values 0 missing
SpMax3_Bh.p.	numeric	444 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig11_AEA.ri.	numeric	872 unique values 0 missing
MW	numeric	2026 unique values 0 missing
P_VSA_LogP_6	numeric	185 unique values 0 missing
SpMax3_Bh.s.	numeric	517 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_EA	numeric	808 unique values 0 missing
MWC01	numeric	41 unique values 0 missing
P_VSA_LogP_7	numeric	126 unique values 0 missing
SpMax3_Bh.v.	numeric	425 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_EA.bo.	numeric	943 unique values 0 missing
MWC02	numeric	94 unique values 0 missing
P_VSA_LogP_8	numeric	29 unique values 0 missing
SpMax4_Bh.e.	numeric	539 unique values 0 missing
CATS2D_01_LL	numeric	29 unique values 0 missing
Eig11_EA.dm.	numeric	3 unique values 0 missing
MWC03	numeric	205 unique values 0 missing
P_VSA_m_1	numeric	47 unique values 0 missing
SpMax4_Bh.i.	numeric	510 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA.ed.	numeric	1245 unique values 0 missing
MWC04	numeric	453 unique values 0 missing
P_VSA_m_2	numeric	2438 unique values 0 missing
SpMax4_Bh.m.	numeric	565 unique values 0 missing
CATS2D_02_AA	numeric	10 unique values 0 missing
Eig11_EA.ri.	numeric	867 unique values 0 missing
MWC05	numeric	771 unique values 0 missing
P_VSA_m_3	numeric	205 unique values 0 missing
SpMax4_Bh.p.	numeric	609 unique values 0 missing
CATS2D_02_AL	numeric	18 unique values 0 missing
Eig12_AEA.bo.	numeric	901 unique values 0 missing
MWC06	numeric	832 unique values 0 missing
P_VSA_m_4	numeric	41 unique values 0 missing
SpMax4_Bh.s.	numeric	689 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.dm.	numeric	962 unique values 0 missing
MWC07	numeric	873 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
SpMax4_Bh.v.	numeric	605 unique values 0 missing
CATS2D_02_AP	numeric	4 unique values 0 missing
Eig12_AEA.ed.	numeric	944 unique values 0 missing
MWC08	numeric	935 unique values 0 missing
P_VSA_MR_1	numeric	112 unique values 0 missing
SpMax5_Bh.e.	numeric	616 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3048

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.

MaxSkewnessOfNumericAtts

55.21

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

3.69

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

61515.84

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.95

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.23

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.16

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

171.99

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

166.15

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.36

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.13

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

AutoCorrelation

0.05

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

4.88

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

Dimensionality

0.46

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

4.62

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.89

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.

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

178.54

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.84

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.86

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.32

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

MaxKurtosisOfNumericAtts

3048

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.97

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

51403.42

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

53.45

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.7

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-55.21

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.

Show all 62 properties