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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL238

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: CHEMBL238 (TID: 155), and it has 2759 rows and 1390 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).

1392 features

pXC50 (target)	numeric	1264 unique values 0 missing
molecule_id (row identifier)	nominal	2759 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4p	numeric	585 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	637 unique values 0 missing
SpMin7_Bh.v.	numeric	645 unique values 0 missing
AAC	numeric	523 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4s	numeric	1116 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM03_AEA.dm.	numeric	889 unique values 0 missing
SpMin8_Bh.e.	numeric	695 unique values 0 missing
AECC	numeric	766 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4v	numeric	483 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	637 unique values 0 missing
SpMin8_Bh.i.	numeric	659 unique values 0 missing
ALOGP	numeric	1676 unique values 0 missing
CATS2D_09_AL	numeric	19 unique values 0 missing
GATS5e	numeric	1112 unique values 0 missing
NdssC	numeric	7 unique values 0 missing
SM03_AEA.ri.	numeric	1051 unique values 0 missing
SpMin8_Bh.m.	numeric	705 unique values 0 missing
ALOGP2	numeric	2021 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	590 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA	numeric	25 unique values 0 missing
SpMin8_Bh.p.	numeric	695 unique values 0 missing
AMR	numeric	2062 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5m	numeric	761 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	107 unique values 0 missing
SpMin8_Bh.s.	numeric	619 unique values 0 missing
AMW	numeric	1196 unique values 0 missing
CATS2D_09_DA	numeric	6 unique values 0 missing
GATS5p	numeric	587 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	100 unique values 0 missing
SpMin8_Bh.v.	numeric	688 unique values 0 missing
ARR	numeric	152 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5s	numeric	1205 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_EA.ed.	numeric	504 unique values 0 missing
SRW02	numeric	58 unique values 0 missing
ATS1e	numeric	764 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS5v	numeric	504 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	593 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS1i	numeric	777 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	1085 unique values 0 missing
nH	numeric	58 unique values 0 missing
SM04_AEA.bo.	numeric	777 unique values 0 missing
SRW04	numeric	152 unique values 0 missing
ATS1m	numeric	778 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6i	numeric	560 unique values 0 missing
nHAcc	numeric	17 unique values 0 missing
SM04_AEA.dm.	numeric	950 unique values 0 missing
SRW05	numeric	13 unique values 0 missing
ATS1p	numeric	766 unique values 0 missing
CATS2D_09_LL	numeric	32 unique values 0 missing
GATS6m	numeric	730 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM04_AEA.ed.	numeric	863 unique values 0 missing
SRW06	numeric	476 unique values 0 missing
ATS1s	numeric	819 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	580 unique values 0 missing
nHet	numeric	15 unique values 0 missing
SM04_AEA.ri.	numeric	1074 unique values 0 missing
SRW07	numeric	52 unique values 0 missing
ATS1v	numeric	769 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6s	numeric	1135 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM04_EA	numeric	271 unique values 0 missing
SRW08	numeric	812 unique values 0 missing
ATS2e	numeric	812 unique values 0 missing
CENT	numeric	904 unique values 0 missing
GATS6v	numeric	469 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM04_EA.bo.	numeric	823 unique values 0 missing
SRW09	numeric	154 unique values 0 missing
ATS2i	numeric	831 unique values 0 missing
Chi0_AEA.bo.	numeric	973 unique values 0 missing
GATS7e	numeric	1063 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	485 unique values 0 missing
SRW10	numeric	899 unique values 0 missing
ATS2m	numeric	863 unique values 0 missing
Chi0_AEA.dm.	numeric	973 unique values 0 missing
GATS7i	numeric	588 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1096 unique values 0 missing
SsBr	numeric	71 unique values 0 missing
ATS2p	numeric	806 unique values 0 missing
Chi0_AEA.ed.	numeric	973 unique values 0 missing
GATS7m	numeric	839 unique values 0 missing
nN	numeric	9 unique values 0 missing
SM04_EA.ri.	numeric	956 unique values 0 missing
SsCH3	numeric	1327 unique values 0 missing
ATS2s	numeric	943 unique values 0 missing
Chi0_AEA.ri.	numeric	973 unique values 0 missing
GATS7p	numeric	614 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	815 unique values 0 missing
SsCl	numeric	549 unique values 0 missing
ATS2v	numeric	802 unique values 0 missing
Chi0_EA	numeric	973 unique values 0 missing
GATS7s	numeric	1129 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	936 unique values 0 missing
SsF	numeric	544 unique values 0 missing
ATS3e	numeric	905 unique values 0 missing
Chi0_EA.bo.	numeric	1374 unique values 0 missing
GATS7v	numeric	518 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	967 unique values 0 missing
SsI	numeric	74 unique values 0 missing
ATS3i	numeric	918 unique values 0 missing
Chi0_EA.dm.	numeric	1681 unique values 0 missing
GATS8e	numeric	1264 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1133 unique values 0 missing
SsNH2	numeric	257 unique values 0 missing
ATS3m	numeric	929 unique values 0 missing
Chi0_EA.ed.	numeric	1440 unique values 0 missing
GATS8i	numeric	734 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM05_EA	numeric	152 unique values 0 missing
SsOH	numeric	247 unique values 0 missing
ATS3p	numeric	886 unique values 0 missing
Chi0_EA.ri.	numeric	1925 unique values 0 missing
GATS8m	numeric	1038 unique values 0 missing
NNRS	numeric	20 unique values 0 missing
SM05_EA.bo.	numeric	836 unique values 0 missing
SssCH2	numeric	2005 unique values 0 missing
ATS3s	numeric	911 unique values 0 missing
Chi1_AEA.bo.	numeric	1236 unique values 0 missing
GATS8p	numeric	746 unique values 0 missing
nO	numeric	10 unique values 0 missing
SM05_EA.dm.	numeric	171 unique values 0 missing
SsSH	numeric	3 unique values 0 missing
ATS3v	numeric	895 unique values 0 missing
Chi1_AEA.dm.	numeric	1236 unique values 0 missing
GATS8s	numeric	1348 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1112 unique values 0 missing
SssNH	numeric	641 unique values 0 missing
ATS4e	numeric	987 unique values 0 missing
Chi1_AEA.ed.	numeric	1236 unique values 0 missing
GATS8v	numeric	638 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_EA.ri.	numeric	1159 unique values 0 missing
SssO	numeric	1023 unique values 0 missing
ATS4i	numeric	1013 unique values 0 missing
Chi1_AEA.ri.	numeric	1236 unique values 0 missing
GGI1	numeric	28 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	863 unique values 0 missing
SssS	numeric	151 unique values 0 missing
ATS4m	numeric	981 unique values 0 missing
Chi1_EA	numeric	1236 unique values 0 missing
GGI10	numeric	209 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	912 unique values 0 missing
SsssCH	numeric	1311 unique values 0 missing
ATS4p	numeric	972 unique values 0 missing
Chi1_EA.bo.	numeric	1526 unique values 0 missing
GGI2	numeric	72 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1009 unique values 0 missing
SsssN	numeric	930 unique values 0 missing
ATS4s	numeric	990 unique values 0 missing
Chi1_EA.dm.	numeric	1795 unique values 0 missing
GGI3	numeric	299 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1129 unique values 0 missing
SssssC	numeric	538 unique values 0 missing
ATS4v	numeric	943 unique values 0 missing
Chi1_EA.ed.	numeric	1313 unique values 0 missing
GGI4	numeric	694 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_EA	numeric	946 unique values 0 missing
SssssN.	numeric	3 unique values 0 missing
ATS5e	numeric	1063 unique values 0 missing
Chi1_EA.ri.	numeric	1981 unique values 0 missing
GGI5	numeric	484 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	997 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATS5i	numeric	1099 unique values 0 missing
CIC0	numeric	839 unique values 0 missing
GGI6	numeric	631 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	447 unique values 0 missing
StCH	numeric	21 unique values 0 missing
ATS5m	numeric	1067 unique values 0 missing
CIC1	numeric	1085 unique values 0 missing
GGI7	numeric	522 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	1177 unique values 0 missing
StN	numeric	56 unique values 0 missing
ATS5p	numeric	1006 unique values 0 missing
CIC2	numeric	1026 unique values 0 missing
GGI8	numeric	390 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	1247 unique values 0 missing
StsC	numeric	93 unique values 0 missing
ATS5s	numeric	1075 unique values 0 missing
CIC3	numeric	849 unique values 0 missing
GGI9	numeric	310 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	943 unique values 0 missing
Sv	numeric	1478 unique values 0 missing
ATS5v	numeric	993 unique values 0 missing
CIC4	numeric	745 unique values 0 missing
GMTI	numeric	1497 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM07_AEA.dm.	numeric	870 unique values 0 missing
TIC0	numeric	1142 unique values 0 missing
ATS6e	numeric	1069 unique values 0 missing
CIC5	numeric	712 unique values 0 missing
GMTIV	numeric	2062 unique values 0 missing
nR06	numeric	10 unique values 0 missing
SM07_AEA.ed.	numeric	1081 unique values 0 missing
TIC1	numeric	1757 unique values 0 missing
ATS6i	numeric	1076 unique values 0 missing
CID	numeric	653 unique values 0 missing
GNar	numeric	303 unique values 0 missing
nR07	numeric	5 unique values 0 missing
SM07_AEA.ri.	numeric	1112 unique values 0 missing
TIC2	numeric	1764 unique values 0 missing
ATS6m	numeric	1155 unique values 0 missing
Cl.087	numeric	3 unique values 0 missing
H.	numeric	192 unique values 0 missing
nR08	numeric	5 unique values 0 missing
SM07_EA	numeric	721 unique values 0 missing
TIC3	numeric	1390 unique values 0 missing
ATS6p	numeric	1078 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	24 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_EA.bo.	numeric	1045 unique values 0 missing
TIC4	numeric	1182 unique values 0 missing
ATS6s	numeric	1104 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	37 unique values 0 missing
nR10	numeric	6 unique values 0 missing
SM07_EA.dm.	numeric	180 unique values 0 missing
TIC5	numeric	1133 unique values 0 missing
ATS6v	numeric	1085 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	1200 unique values 0 missing
TIE	numeric	2326 unique values 0 missing
ATS7e	numeric	1175 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1341 unique values 0 missing
TPC	numeric	906 unique values 0 missing
ATS7i	numeric	1176 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	985 unique values 0 missing
TPSA.NO.	numeric	356 unique values 0 missing
ATS7m	numeric	1323 unique values 0 missing
CSI	numeric	659 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR.CHX	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	830 unique values 0 missing
TPSA.Tot.	numeric	436 unique values 0 missing
ATS7p	numeric	1226 unique values 0 missing
DBI	numeric	57 unique values 0 missing
H.052	numeric	20 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	1064 unique values 0 missing
TRS	numeric	40 unique values 0 missing
ATS7s	numeric	1215 unique values 0 missing
D.Dtr03	numeric	185 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1088 unique values 0 missing
TWC	numeric	997 unique values 0 missing
ATS7v	numeric	1239 unique values 0 missing
D.Dtr04	numeric	52 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_EA	numeric	1101 unique values 0 missing
Uc	numeric	29 unique values 0 missing
ATS8e	numeric	1312 unique values 0 missing
D.Dtr05	numeric	833 unique values 0 missing
HDcpx	numeric	299 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1054 unique values 0 missing
Ui	numeric	29 unique values 0 missing
ATS8i	numeric	1334 unique values 0 missing
D.Dtr06	numeric	1571 unique values 0 missing
HNar	numeric	288 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	403 unique values 0 missing
Uindex	numeric	1547 unique values 0 missing
ATS8m	numeric	1489 unique values 0 missing
D.Dtr07	numeric	328 unique values 0 missing
HVcpx	numeric	830 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1235 unique values 0 missing
UNIP	numeric	230 unique values 0 missing
ATS8p	numeric	1377 unique values 0 missing
D.Dtr08	numeric	51 unique values 0 missing
Hy	numeric	397 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1397 unique values 0 missing
VAR	numeric	225 unique values 0 missing
ATS8s	numeric	1350 unique values 0 missing
D.Dtr09	numeric	267 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	649 unique values 0 missing
Vindex	numeric	314 unique values 0 missing
ATS8v	numeric	1412 unique values 0 missing
D.Dtr10	numeric	290 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	846 unique values 0 missing
VvdwMG	numeric	1359 unique values 0 missing
ATSC1e	numeric	180 unique values 0 missing
D.Dtr11	numeric	19 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1114 unique values 0 missing
VvdwZAZ	numeric	1555 unique values 0 missing
ATSC1i	numeric	654 unique values 0 missing
D.Dtr12	numeric	23 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1074 unique values 0 missing
Vx	numeric	1359 unique values 0 missing
ATSC1m	numeric	1680 unique values 0 missing
DECC	numeric	715 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM09_EA	numeric	1137 unique values 0 missing
Wap	numeric	1397 unique values 0 missing
ATSC1p	numeric	1416 unique values 0 missing
DELS	numeric	2289 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	1112 unique values 0 missing
X.	numeric	89 unique values 0 missing
ATSC1s	numeric	1938 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1142 unique values 0 missing
nR.CX	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	162 unique values 0 missing
X0	numeric	541 unique values 0 missing
ATSC1v	numeric	1531 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	523 unique values 0 missing
nR.CX2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1242 unique values 0 missing
X0A	numeric	113 unique values 0 missing
ATSC2e	numeric	496 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	863 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1473 unique values 0 missing
X0Av	numeric	206 unique values 0 missing
ATSC2i	numeric	935 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC2	numeric	964 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	626 unique values 0 missing
X0sol	numeric	828 unique values 0 missing
ATSC2m	numeric	1913 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	875 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	1008 unique values 0 missing
X0v	numeric	1753 unique values 0 missing
ATSC2p	numeric	1731 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	795 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_AEA.ed.	numeric	1142 unique values 0 missing
X1	numeric	1035 unique values 0 missing
ATSC2s	numeric	2236 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	768 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	1075 unique values 0 missing
X1A	numeric	81 unique values 0 missing
ATSC2v	numeric	1848 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	594 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM10_EA	numeric	1156 unique values 0 missing
X1Av	numeric	152 unique values 0 missing
ATSC3e	numeric	609 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	476 unique values 0 missing
nROR	numeric	6 unique values 0 missing
SM10_EA.bo.	numeric	1155 unique values 0 missing
X1Kup	numeric	1808 unique values 0 missing
ATSC3i	numeric	1095 unique values 0 missing
DLS_cons	numeric	50 unique values 0 missing
IDDM	numeric	403 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM10_EA.dm.	numeric	349 unique values 0 missing
X1Mad	numeric	1830 unique values 0 missing
ATSC3m	numeric	2144 unique values 0 missing
Dz	numeric	376 unique values 0 missing
IDE	numeric	856 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1244 unique values 0 missing
X1MulPer	numeric	1709 unique values 0 missing
ATSC3p	numeric	1955 unique values 0 missing
ECC	numeric	423 unique values 0 missing
IDET	numeric	1633 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	1518 unique values 0 missing
X1Per	numeric	1663 unique values 0 missing
ATSC3s	numeric	2299 unique values 0 missing
Eig01_AEA.bo.	numeric	615 unique values 0 missing
IDM	numeric	947 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	715 unique values 0 missing
X1sol	numeric	1253 unique values 0 missing
ATSC3v	numeric	2044 unique values 0 missing
Eig01_AEA.dm.	numeric	806 unique values 0 missing
IDMT	numeric	1639 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	1117 unique values 0 missing
X1v	numeric	1832 unique values 0 missing
ATSC4e	numeric	680 unique values 0 missing
Eig01_AEA.ed.	numeric	704 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsCH3	numeric	10 unique values 0 missing
SM11_AEA.ed.	numeric	1156 unique values 0 missing
X2	numeric	1398 unique values 0 missing
ATSC4i	numeric	1194 unique values 0 missing
Eig01_AEA.ri.	numeric	716 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM11_AEA.ri.	numeric	654 unique values 0 missing
X2A	numeric	98 unique values 0 missing
ATSC4m	numeric	2283 unique values 0 missing
Eig01_EA	numeric	649 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA	numeric	1187 unique values 0 missing
X2Av	numeric	135 unique values 0 missing
ATSC4p	numeric	2110 unique values 0 missing
Eig01_EA.bo.	numeric	654 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1206 unique values 0 missing
X2sol	numeric	1487 unique values 0 missing
ATSC4s	numeric	2345 unique values 0 missing
Eig01_EA.dm.	numeric	124 unique values 0 missing
ISIZ	numeric	87 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	156 unique values 0 missing
X2v	numeric	1870 unique values 0 missing
ATSC4v	numeric	2176 unique values 0 missing
Eig01_EA.ed.	numeric	1008 unique values 0 missing
IVDE	numeric	383 unique values 0 missing
nSK	numeric	52 unique values 0 missing
SM11_EA.ed.	numeric	1239 unique values 0 missing
X3	numeric	1407 unique values 0 missing
ATSC5e	numeric	689 unique values 0 missing
Eig01_EA.ri.	numeric	742 unique values 0 missing
IVDM	numeric	401 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_EA.ri.	numeric	1549 unique values 0 missing
X3A	numeric	75 unique values 0 missing
ATSC5i	numeric	1208 unique values 0 missing
Eig02_AEA.bo.	numeric	641 unique values 0 missing
JGI1	numeric	171 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	818 unique values 0 missing
X3Av	numeric	95 unique values 0 missing
ATSC5m	numeric	2278 unique values 0 missing
Eig02_AEA.dm.	numeric	819 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1190 unique values 0 missing
X3sol	numeric	1511 unique values 0 missing
ATSC5p	numeric	2181 unique values 0 missing
Eig02_AEA.ed.	numeric	792 unique values 0 missing
JGI2	numeric	123 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1174 unique values 0 missing
X3v	numeric	1835 unique values 0 missing
ATSC5s	numeric	2347 unique values 0 missing
Eig02_AEA.ri.	numeric	677 unique values 0 missing
JGI3	numeric	82 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	782 unique values 0 missing
X4	numeric	1455 unique values 0 missing
ATSC5v	numeric	2204 unique values 0 missing
Eig02_EA	numeric	626 unique values 0 missing
JGI4	numeric	56 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA	numeric	1247 unique values 0 missing
X4A	numeric	62 unique values 0 missing
ATSC6e	numeric	739 unique values 0 missing
Eig02_EA.bo.	numeric	782 unique values 0 missing
JGI5	numeric	38 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM12_EA.bo.	numeric	1172 unique values 0 missing
X4Av	numeric	70 unique values 0 missing
ATSC6i	numeric	1229 unique values 0 missing
Eig02_EA.dm.	numeric	122 unique values 0 missing
JGI6	numeric	36 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	320 unique values 0 missing
X4sol	numeric	1520 unique values 0 missing
ATSC6m	numeric	2295 unique values 0 missing
Eig02_EA.ed.	numeric	1117 unique values 0 missing
JGI7	numeric	34 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM12_EA.ed.	numeric	1258 unique values 0 missing
X4v	numeric	1785 unique values 0 missing
ATSC6p	numeric	2145 unique values 0 missing
Eig02_EA.ri.	numeric	715 unique values 0 missing
JGI8	numeric	32 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM12_EA.ri.	numeric	1554 unique values 0 missing
X5	numeric	1432 unique values 0 missing
ATSC6s	numeric	2343 unique values 0 missing
Eig03_AEA.bo.	numeric	792 unique values 0 missing
JGI9	numeric	24 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	818 unique values 0 missing
X5A	numeric	51 unique values 0 missing
ATSC6v	numeric	2208 unique values 0 missing
Eig03_AEA.dm.	numeric	924 unique values 0 missing
JGT	numeric	403 unique values 0 missing
NsssCH	numeric	12 unique values 0 missing
SM13_AEA.dm.	numeric	1239 unique values 0 missing
X5Av	numeric	47 unique values 0 missing
ATSC7e	numeric	690 unique values 0 missing
Eig03_AEA.ed.	numeric	884 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_AEA.ed.	numeric	1207 unique values 0 missing
X5sol	numeric	1521 unique values 0 missing
ATSC7i	numeric	1321 unique values 0 missing
Eig03_AEA.ri.	numeric	813 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_AEA.ri.	numeric	948 unique values 0 missing
X5v	numeric	1687 unique values 0 missing
ATSC7m	numeric	2300 unique values 0 missing
Eig03_EA	numeric	715 unique values 0 missing
LOC	numeric	530 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA	numeric	1240 unique values 0 missing
Xindex	numeric	397 unique values 0 missing
ATSC7p	numeric	2147 unique values 0 missing
Eig03_EA.bo.	numeric	948 unique values 0 missing
LPRS	numeric	1629 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1203 unique values 0 missing
XMOD	numeric	2004 unique values 0 missing
ATSC7s	numeric	2329 unique values 0 missing
Eig03_EA.dm.	numeric	89 unique values 0 missing
MATS1e	numeric	310 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	151 unique values 0 missing
Xt	numeric	153 unique values 0 missing
ATSC7v	numeric	2223 unique values 0 missing
Eig03_EA.ed.	numeric	1190 unique values 0 missing
MATS1i	numeric	420 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1272 unique values 0 missing
Xu	numeric	1547 unique values 0 missing
ATSC8e	numeric	719 unique values 0 missing
Eig03_EA.ri.	numeric	831 unique values 0 missing
MATS1m	numeric	178 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1593 unique values 0 missing
Yindex	numeric	718 unique values 0 missing
ATSC8i	numeric	1335 unique values 0 missing
Eig04_AEA.bo.	numeric	835 unique values 0 missing
MATS1p	numeric	287 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	794 unique values 0 missing
ZM1	numeric	114 unique values 0 missing
ATSC8m	numeric	2290 unique values 0 missing
Eig04_AEA.dm.	numeric	1029 unique values 0 missing
MATS1s	numeric	384 unique values 0 missing
ntH.Thiophenes	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1236 unique values 0 missing
ZM1Kup	numeric	1806 unique values 0 missing
ATSC8p	numeric	2182 unique values 0 missing
Eig04_AEA.ed.	numeric	944 unique values 0 missing
MATS1v	numeric	182 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1204 unique values 0 missing
ZM1Mad	numeric	1878 unique values 0 missing
ATSC8s	numeric	2314 unique values 0 missing
Eig04_AEA.ri.	numeric	961 unique values 0 missing
MATS2e	numeric	516 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	872 unique values 0 missing
ZM1MulPer	numeric	2112 unique values 0 missing
ATSC8v	numeric	2206 unique values 0 missing
Eig04_EA	numeric	818 unique values 0 missing
MATS2i	numeric	522 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA	numeric	1265 unique values 0 missing
ZM1Per	numeric	2065 unique values 0 missing
BAC	numeric	79 unique values 0 missing
Eig04_EA.bo.	numeric	872 unique values 0 missing
MATS2m	numeric	346 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	1200 unique values 0 missing
ZM1V	numeric	247 unique values 0 missing
BBI	numeric	77 unique values 0 missing
Eig04_EA.dm.	numeric	74 unique values 0 missing
MATS2p	numeric	441 unique values 0 missing
O.	numeric	87 unique values 0 missing
SM14_EA.dm.	numeric	296 unique values 0 missing
ZM2	numeric	204 unique values 0 missing
BIC0	numeric	167 unique values 0 missing
Eig04_EA.ed.	numeric	1239 unique values 0 missing
MATS2s	numeric	501 unique values 0 missing
O.056	numeric	5 unique values 0 missing
SM14_EA.ed.	numeric	1248 unique values 0 missing
ZM2Kup	numeric	2139 unique values 0 missing
BIC1	numeric	281 unique values 0 missing
Eig04_EA.ri.	numeric	961 unique values 0 missing
MATS2v	numeric	380 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1597 unique values 0 missing
ZM2Mad	numeric	2086 unique values 0 missing
BIC2	numeric	287 unique values 0 missing
Eig05_AEA.bo.	numeric	814 unique values 0 missing
MATS3e	numeric	390 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.bo.	numeric	802 unique values 0 missing
ZM2MulPer	numeric	2139 unique values 0 missing
BIC3	numeric	232 unique values 0 missing
Eig05_AEA.dm.	numeric	1068 unique values 0 missing
MATS3i	numeric	446 unique values 0 missing
O.059	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	1184 unique values 0 missing
ZM2Per	numeric	2086 unique values 0 missing
BIC4	numeric	211 unique values 0 missing
Eig05_AEA.ed.	numeric	1006 unique values 0 missing
MATS3m	numeric	426 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ed.	numeric	1202 unique values 0 missing
ZM2V	numeric	386 unique values 0 missing
BIC5	numeric	208 unique values 0 missing
Eig05_AEA.ri.	numeric	998 unique values 0 missing
MATS3p	numeric	420 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	865 unique values 0 missing
BID	numeric	179 unique values 0 missing
Eig05_EA	numeric	818 unique values 0 missing
MATS3s	numeric	398 unique values 0 missing
ON0	numeric	183 unique values 0 missing
SM15_EA	numeric	1296 unique values 0 missing
BLI	numeric	373 unique values 0 missing
Eig05_EA.bo.	numeric	865 unique values 0 missing
MATS3v	numeric	428 unique values 0 missing
ON0V	numeric	788 unique values 0 missing
SM15_EA.bo.	numeric	1226 unique values 0 missing
BLTA96	numeric	437 unique values 0 missing
Eig05_EA.dm.	numeric	59 unique values 0 missing
MATS4e	numeric	424 unique values 0 missing
ON1	numeric	368 unique values 0 missing
SM15_EA.dm.	numeric	147 unique values 0 missing
BLTD48	numeric	415 unique values 0 missing
Eig05_EA.ed.	numeric	1236 unique values 0 missing
MATS4i	numeric	424 unique values 0 missing
ON1V	numeric	1260 unique values 0 missing
SM15_EA.ed.	numeric	1248 unique values 0 missing
BLTF96	numeric	387 unique values 0 missing
Eig05_EA.ri.	numeric	967 unique values 0 missing
MATS4m	numeric	413 unique values 0 missing
PCD	numeric	1063 unique values 0 missing
SM15_EA.ri.	numeric	1640 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	822 unique values 0 missing
MATS4p	numeric	458 unique values 0 missing
PCR	numeric	362 unique values 0 missing
SMTI	numeric	1487 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	1083 unique values 0 missing
MATS4s	numeric	398 unique values 0 missing
PDI	numeric	200 unique values 0 missing
SMTIV	numeric	2005 unique values 0 missing
Br.095	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	997 unique values 0 missing
MATS4v	numeric	471 unique values 0 missing
PHI	numeric	1513 unique values 0 missing
SNar	numeric	235 unique values 0 missing
C.	numeric	151 unique values 0 missing
Eig06_AEA.ri.	numeric	952 unique values 0 missing
MATS5e	numeric	462 unique values 0 missing
piID	numeric	1337 unique values 0 missing
Sp	numeric	1362 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig06_EA	numeric	794 unique values 0 missing
MATS5i	numeric	442 unique values 0 missing
piPC01	numeric	104 unique values 0 missing
SpAD_AEA.bo.	numeric	1711 unique values 0 missing
C.002	numeric	17 unique values 0 missing
Eig06_EA.bo.	numeric	912 unique values 0 missing
MATS5m	numeric	451 unique values 0 missing
piPC02	numeric	248 unique values 0 missing
SpAD_AEA.dm.	numeric	2193 unique values 0 missing
C.003	numeric	8 unique values 0 missing
Eig06_EA.dm.	numeric	36 unique values 0 missing
MATS5p	numeric	480 unique values 0 missing
piPC03	numeric	516 unique values 0 missing
SpAD_AEA.ed.	numeric	1589 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_EA.ed.	numeric	1184 unique values 0 missing
MATS5s	numeric	432 unique values 0 missing
piPC04	numeric	782 unique values 0 missing
SpAD_AEA.ri.	numeric	2167 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig06_EA.ri.	numeric	935 unique values 0 missing
MATS5v	numeric	493 unique values 0 missing
piPC05	numeric	981 unique values 0 missing
SpAD_EA	numeric	1595 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig07_AEA.bo.	numeric	869 unique values 0 missing
MATS6e	numeric	536 unique values 0 missing
piPC06	numeric	1084 unique values 0 missing
SpAD_EA.bo.	numeric	1732 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	1032 unique values 0 missing
MATS6i	numeric	459 unique values 0 missing
piPC07	numeric	1182 unique values 0 missing
SpAD_EA.dm.	numeric	532 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig07_AEA.ed.	numeric	894 unique values 0 missing
MATS6m	numeric	473 unique values 0 missing
piPC08	numeric	1238 unique values 0 missing
SpAD_EA.ed.	numeric	1635 unique values 0 missing
C.009	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	943 unique values 0 missing
MATS6p	numeric	462 unique values 0 missing
piPC09	numeric	1259 unique values 0 missing
SpAD_EA.ri.	numeric	2172 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig07_EA	numeric	802 unique values 0 missing
MATS6s	numeric	472 unique values 0 missing
piPC10	numeric	1229 unique values 0 missing
SpDiam_AEA.bo.	numeric	705 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	948 unique values 0 missing
MATS6v	numeric	445 unique values 0 missing
PJI2	numeric	21 unique values 0 missing
SpDiam_AEA.dm.	numeric	815 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	14 unique values 0 missing
MATS7e	numeric	478 unique values 0 missing
Pol	numeric	85 unique values 0 missing
SpDiam_AEA.ed.	numeric	946 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1115 unique values 0 missing
MATS7i	numeric	449 unique values 0 missing
Psi_e_0	numeric	1614 unique values 0 missing
SpDiam_AEA.ri.	numeric	781 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.ri.	numeric	950 unique values 0 missing
MATS7m	numeric	510 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA	numeric	649 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	918 unique values 0 missing
MATS7p	numeric	470 unique values 0 missing
Psi_e_1	numeric	1604 unique values 0 missing
SpDiam_EA.bo.	numeric	662 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig08_AEA.dm.	numeric	1009 unique values 0 missing
MATS7s	numeric	486 unique values 0 missing
Psi_e_1d	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	152 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	842 unique values 0 missing
MATS7v	numeric	479 unique values 0 missing
Psi_e_A	numeric	756 unique values 0 missing
SpDiam_EA.ed.	numeric	1194 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1035 unique values 0 missing
MATS8e	numeric	684 unique values 0 missing
Psi_i_0	numeric	1795 unique values 0 missing
SpDiam_EA.ri.	numeric	749 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig08_EA	numeric	800 unique values 0 missing
MATS8i	numeric	537 unique values 0 missing
Psi_i_0d	numeric	8 unique values 0 missing
SPI	numeric	1472 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	946 unique values 0 missing
MATS8m	numeric	685 unique values 0 missing
Psi_i_1	numeric	1962 unique values 0 missing
SpMAD_AEA.bo.	numeric	197 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	7 unique values 0 missing
MATS8p	numeric	584 unique values 0 missing
Psi_i_1d	numeric	8 unique values 0 missing
SpMAD_AEA.dm.	numeric	277 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_EA.ed.	numeric	1051 unique values 0 missing
MATS8s	numeric	639 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_AEA.ed.	numeric	285 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	1018 unique values 0 missing
MATS8v	numeric	616 unique values 0 missing
Psi_i_A	numeric	756 unique values 0 missing
SpMAD_AEA.ri.	numeric	193 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig09_AEA.bo.	numeric	964 unique values 0 missing
MAXDN	numeric	1360 unique values 0 missing
Psi_i_s	numeric	964 unique values 0 missing
SpMAD_EA	numeric	185 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig09_AEA.dm.	numeric	1085 unique values 0 missing
MAXDP	numeric	1760 unique values 0 missing
Psi_i_t	numeric	26 unique values 0 missing
SpMAD_EA.bo.	numeric	406 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig09_AEA.ed.	numeric	872 unique values 0 missing
MCD	numeric	201 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	452 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig09_AEA.ri.	numeric	1145 unique values 0 missing
MDDD	numeric	1426 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	942 unique values 0 missing
C.028	numeric	3 unique values 0 missing
Eig09_EA	numeric	889 unique values 0 missing
Me	numeric	84 unique values 0 missing
P_VSA_e_1	numeric	58 unique values 0 missing
SpMAD_EA.ri.	numeric	250 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	1011 unique values 0 missing
Mi	numeric	77 unique values 0 missing
P_VSA_e_2	numeric	1858 unique values 0 missing
SpMax1_Bh.e.	numeric	252 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	5 unique values 0 missing
MLOGP	numeric	1185 unique values 0 missing
P_VSA_e_3	numeric	132 unique values 0 missing
SpMax1_Bh.i.	numeric	250 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1074 unique values 0 missing
MLOGP2	numeric	1351 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.m.	numeric	396 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	1093 unique values 0 missing
Mp	numeric	168 unique values 0 missing
P_VSA_e_5	numeric	78 unique values 0 missing
SpMax1_Bh.p.	numeric	289 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	992 unique values 0 missing
MPC01	numeric	58 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	356 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	1170 unique values 0 missing
MPC02	numeric	77 unique values 0 missing
P_VSA_i_1	numeric	19 unique values 0 missing
SpMax1_Bh.v.	numeric	270 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	879 unique values 0 missing
MPC03	numeric	101 unique values 0 missing
P_VSA_i_2	numeric	1831 unique values 0 missing
SpMax2_Bh.e.	numeric	326 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig10_AEA.ri.	numeric	1246 unique values 0 missing
MPC04	numeric	126 unique values 0 missing
P_VSA_i_3	numeric	691 unique values 0 missing
SpMax2_Bh.i.	numeric	311 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig10_EA	numeric	950 unique values 0 missing
MPC05	numeric	160 unique values 0 missing
P_VSA_i_4	numeric	186 unique values 0 missing
SpMax2_Bh.m.	numeric	448 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	1070 unique values 0 missing
MPC06	numeric	199 unique values 0 missing
P_VSA_LogP_1	numeric	70 unique values 0 missing
SpMax2_Bh.p.	numeric	374 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	6 unique values 0 missing
MPC07	numeric	233 unique values 0 missing
P_VSA_LogP_2	numeric	398 unique values 0 missing
SpMax2_Bh.s.	numeric	576 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	1133 unique values 0 missing
MPC08	numeric	259 unique values 0 missing
P_VSA_LogP_3	numeric	182 unique values 0 missing
SpMax2_Bh.v.	numeric	366 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	1188 unique values 0 missing
MPC09	numeric	278 unique values 0 missing
P_VSA_LogP_4	numeric	178 unique values 0 missing
SpMax3_Bh.e.	numeric	552 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	991 unique values 0 missing
MPC10	numeric	279 unique values 0 missing
P_VSA_LogP_5	numeric	831 unique values 0 missing
SpMax3_Bh.i.	numeric	539 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	1225 unique values 0 missing
MSD	numeric	1309 unique values 0 missing
P_VSA_LogP_6	numeric	105 unique values 0 missing
SpMax3_Bh.m.	numeric	639 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	862 unique values 0 missing
Mv	numeric	173 unique values 0 missing
P_VSA_LogP_7	numeric	160 unique values 0 missing
SpMax3_Bh.p.	numeric	648 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	1217 unique values 0 missing
MW	numeric	1473 unique values 0 missing
P_VSA_LogP_8	numeric	21 unique values 0 missing
SpMax3_Bh.s.	numeric	720 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig11_EA	numeric	936 unique values 0 missing
MWC01	numeric	58 unique values 0 missing
P_VSA_m_1	numeric	58 unique values 0 missing
SpMax3_Bh.v.	numeric	631 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig11_EA.bo.	numeric	1046 unique values 0 missing
MWC02	numeric	114 unique values 0 missing
P_VSA_m_2	numeric	1875 unique values 0 missing
SpMax4_Bh.e.	numeric	688 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_EA.dm.	numeric	6 unique values 0 missing
MWC03	numeric	204 unique values 0 missing
P_VSA_m_3	numeric	142 unique values 0 missing
SpMax4_Bh.i.	numeric	666 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	1129 unique values 0 missing
MWC04	numeric	405 unique values 0 missing
P_VSA_m_4	numeric	33 unique values 0 missing
SpMax4_Bh.m.	numeric	741 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	1167 unique values 0 missing
MWC05	numeric	721 unique values 0 missing
P_VSA_m_5	numeric	6 unique values 0 missing
SpMax4_Bh.p.	numeric	722 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	980 unique values 0 missing
MWC06	numeric	833 unique values 0 missing
P_VSA_MR_1	numeric	120 unique values 0 missing
SpMax4_Bh.s.	numeric	815 unique values 0 missing
CATS2D_01_LL	numeric	32 unique values 0 missing
Eig12_AEA.dm.	numeric	1206 unique values 0 missing
MWC07	numeric	922 unique values 0 missing
P_VSA_MR_2	numeric	226 unique values 0 missing
SpMax4_Bh.v.	numeric	743 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	848 unique values 0 missing
MWC08	numeric	956 unique values 0 missing
P_VSA_MR_3	numeric	18 unique values 0 missing
SpMax5_Bh.e.	numeric	700 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	1162 unique values 0 missing
MWC09	numeric	982 unique values 0 missing
P_VSA_MR_4	numeric	7 unique values 0 missing
SpMax5_Bh.i.	numeric	677 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig12_EA	numeric	912 unique values 0 missing
MWC10	numeric	1017 unique values 0 missing
P_VSA_MR_5	numeric	916 unique values 0 missing
SpMax5_Bh.m.	numeric	773 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig12_EA.bo.	numeric	1035 unique values 0 missing
N.	numeric	90 unique values 0 missing
P_VSA_MR_6	numeric	1124 unique values 0 missing
SpMax5_Bh.p.	numeric	677 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_EA.dm.	numeric	8 unique values 0 missing
N.066	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2759

Number of instances (rows) of the dataset.

NumberOfFeatures

1392

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

1391

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

3.55

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

Dimensionality

0.5

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.41

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.

MeanSkewnessOfNumericAtts

4.52

Mean skewness among 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.

MeanStdDevOfNumericAtts

562.15

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.09

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.79

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

2759

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

32.01

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

30850.94

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.57

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-33.83

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.

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

4.16

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

52.53

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.88

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.35

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

MaxStdDevOfNumericAtts

662835.69

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.11

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.

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

127.06

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.24

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

76.69

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Show all 62 properties