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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL318

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: CHEMBL318 (TID: 12512), and it has 2866 rows and 1426 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).

1428 features

pXC50 (target)	numeric	1345 unique values 0 missing
molecule_id (row identifier)	nominal	2866 unique values 0 missing
CATS2D_07_NL	numeric	6 unique values 0 missing
GATS1p	numeric	726 unique values 0 missing
nCL	numeric	4 unique values 0 missing
SaasC	numeric	2038 unique values 0 missing
SpMin2_Bh.e.	numeric	439 unique values 0 missing
AAC	numeric	590 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS1s	numeric	681 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SaasN	numeric	704 unique values 0 missing
SpMin2_Bh.i.	numeric	454 unique values 0 missing
AECC	numeric	1175 unique values 0 missing
CATS2D_07_PL	numeric	6 unique values 0 missing
GATS1v	numeric	503 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SAdon	numeric	123 unique values 0 missing
SpMin2_Bh.m.	numeric	380 unique values 0 missing
ALOGP	numeric	2054 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS2e	numeric	736 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SAtot	numeric	2253 unique values 0 missing
SpMin2_Bh.p.	numeric	350 unique values 0 missing
ALOGP2	numeric	2203 unique values 0 missing
CATS2D_08_AA	numeric	11 unique values 0 missing
GATS2i	numeric	586 unique values 0 missing
nC.O.O.2	numeric	2 unique values 0 missing
SCBO	numeric	116 unique values 0 missing
SpMin2_Bh.s.	numeric	480 unique values 0 missing
AMR	numeric	2430 unique values 0 missing
CATS2D_08_AL	numeric	25 unique values 0 missing
GATS2m	numeric	529 unique values 0 missing
nCp	numeric	9 unique values 0 missing
SdCH2	numeric	28 unique values 0 missing
SpMin2_Bh.v.	numeric	347 unique values 0 missing
AMW	numeric	1339 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2p	numeric	647 unique values 0 missing
nCq	numeric	4 unique values 0 missing
SddC	numeric	8 unique values 0 missing
SpMin3_Bh.e.	numeric	557 unique values 0 missing
ARR	numeric	295 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS2s	numeric	637 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SddsN	numeric	68 unique values 0 missing
SpMin3_Bh.i.	numeric	557 unique values 0 missing
ATS1e	numeric	900 unique values 0 missing
CATS2D_08_DA	numeric	8 unique values 0 missing
GATS2v	numeric	537 unique values 0 missing
nCrq	numeric	3 unique values 0 missing
SddssS	numeric	121 unique values 0 missing
SpMin3_Bh.m.	numeric	515 unique values 0 missing
ATS1i	numeric	916 unique values 0 missing
CATS2D_08_DD	numeric	6 unique values 0 missing
GATS3e	numeric	584 unique values 0 missing
nCrs	numeric	15 unique values 0 missing
SdNH	numeric	11 unique values 0 missing
SpMin3_Bh.p.	numeric	469 unique values 0 missing
ATS1m	numeric	886 unique values 0 missing
CATS2D_08_DL	numeric	12 unique values 0 missing
GATS3i	numeric	576 unique values 0 missing
nCrt	numeric	7 unique values 0 missing
SdO	numeric	1515 unique values 0 missing
SpMin3_Bh.s.	numeric	608 unique values 0 missing
ATS1p	numeric	891 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3m	numeric	497 unique values 0 missing
nCRX3	numeric	2 unique values 0 missing
SdS	numeric	55 unique values 0 missing
SpMin3_Bh.v.	numeric	477 unique values 0 missing
ATS1s	numeric	930 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3p	numeric	586 unique values 0 missing
nCs	numeric	18 unique values 0 missing
SdsCH	numeric	257 unique values 0 missing
SpMin4_Bh.e.	numeric	630 unique values 0 missing
ATS1v	numeric	885 unique values 0 missing
CATS2D_08_LL	numeric	32 unique values 0 missing
GATS3s	numeric	575 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SdsN	numeric	161 unique values 0 missing
SpMin4_Bh.i.	numeric	619 unique values 0 missing
ATS2e	numeric	984 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS3v	numeric	456 unique values 0 missing
nCsp2	numeric	29 unique values 0 missing
SdssC	numeric	1101 unique values 0 missing
SpMin4_Bh.m.	numeric	589 unique values 0 missing
ATS2i	numeric	989 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4e	numeric	851 unique values 0 missing
nCsp3	numeric	23 unique values 0 missing
SdsssP	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	587 unique values 0 missing
ATS2m	numeric	927 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4i	numeric	545 unique values 0 missing
nCt	numeric	7 unique values 0 missing
Se	numeric	1738 unique values 0 missing
SpMin4_Bh.s.	numeric	741 unique values 0 missing
ATS2p	numeric	961 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	682 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	577 unique values 0 missing
ATS2s	numeric	1043 unique values 0 missing
CATS2D_09_AA	numeric	10 unique values 0 missing
GATS4p	numeric	617 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
Si	numeric	1770 unique values 0 missing
SpMin5_Bh.e.	numeric	684 unique values 0 missing
ATS2v	numeric	927 unique values 0 missing
CATS2D_09_AL	numeric	21 unique values 0 missing
GATS4s	numeric	917 unique values 0 missing
nDB	numeric	10 unique values 0 missing
Si.111	numeric	3 unique values 0 missing
SpMin5_Bh.i.	numeric	689 unique values 0 missing
ATS3e	numeric	1089 unique values 0 missing
CATS2D_09_AN	numeric	4 unique values 0 missing
GATS4v	numeric	517 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC0	numeric	193 unique values 0 missing
SpMin5_Bh.m.	numeric	681 unique values 0 missing
ATS3i	numeric	1100 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5e	numeric	941 unique values 0 missing
NddC	numeric	2 unique values 0 missing
SIC1	numeric	345 unique values 0 missing
SpMin5_Bh.p.	numeric	669 unique values 0 missing
ATS3m	numeric	970 unique values 0 missing
CATS2D_09_DA	numeric	9 unique values 0 missing
GATS5i	numeric	569 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC2	numeric	307 unique values 0 missing
SpMin5_Bh.s.	numeric	766 unique values 0 missing
ATS3p	numeric	1025 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5m	numeric	701 unique values 0 missing
NddssS	numeric	4 unique values 0 missing
SIC3	numeric	251 unique values 0 missing
SpMin5_Bh.v.	numeric	652 unique values 0 missing
ATS3s	numeric	1088 unique values 0 missing
CATS2D_09_DL	numeric	12 unique values 0 missing
GATS5p	numeric	624 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SIC4	numeric	222 unique values 0 missing
SpMin6_Bh.e.	numeric	756 unique values 0 missing
ATS3v	numeric	993 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5s	numeric	1033 unique values 0 missing
NdO	numeric	9 unique values 0 missing
SIC5	numeric	207 unique values 0 missing
SpMin6_Bh.i.	numeric	770 unique values 0 missing
ATS4e	numeric	1129 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS5v	numeric	585 unique values 0 missing
NdS	numeric	3 unique values 0 missing
SM02_AEA.bo.	numeric	547 unique values 0 missing
SpMin6_Bh.m.	numeric	750 unique values 0 missing
ATS4i	numeric	1134 unique values 0 missing
CATS2D_09_LL	numeric	33 unique values 0 missing
GATS6e	numeric	971 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM02_AEA.dm.	numeric	957 unique values 0 missing
SpMin6_Bh.p.	numeric	729 unique values 0 missing
ATS4m	numeric	1029 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6i	numeric	564 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM02_AEA.ed.	numeric	230 unique values 0 missing
SpMin6_Bh.s.	numeric	751 unique values 0 missing
ATS4p	numeric	1098 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6m	numeric	810 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM02_AEA.ri.	numeric	1424 unique values 0 missing
SpMin6_Bh.v.	numeric	739 unique values 0 missing
ATS4s	numeric	1088 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6p	numeric	668 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA	numeric	73 unique values 0 missing
SpMin7_Bh.e.	numeric	812 unique values 0 missing
ATS4v	numeric	1066 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6s	numeric	1023 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	318 unique values 0 missing
SpMin7_Bh.i.	numeric	791 unique values 0 missing
ATS5e	numeric	1185 unique values 0 missing
CENT	numeric	1312 unique values 0 missing
GATS6v	numeric	578 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	520 unique values 0 missing
SpMin7_Bh.m.	numeric	815 unique values 0 missing
ATS5i	numeric	1232 unique values 0 missing
Chi0_AEA.bo.	numeric	1209 unique values 0 missing
GATS7e	numeric	897 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM02_EA.ed.	numeric	464 unique values 0 missing
SpMin7_Bh.p.	numeric	799 unique values 0 missing
ATS5m	numeric	1196 unique values 0 missing
Chi0_AEA.dm.	numeric	1209 unique values 0 missing
GATS7i	numeric	586 unique values 0 missing
nFuranes	numeric	4 unique values 0 missing
SM02_EA.ri.	numeric	882 unique values 0 missing
SpMin7_Bh.s.	numeric	696 unique values 0 missing
ATS5p	numeric	1184 unique values 0 missing
Chi0_AEA.ed.	numeric	1209 unique values 0 missing
GATS7m	numeric	833 unique values 0 missing
nH	numeric	46 unique values 0 missing
SM03_AEA.bo.	numeric	772 unique values 0 missing
SpMin7_Bh.v.	numeric	792 unique values 0 missing
ATS5s	numeric	1236 unique values 0 missing
Chi0_AEA.ri.	numeric	1209 unique values 0 missing
GATS7p	numeric	681 unique values 0 missing
nHAcc	numeric	20 unique values 0 missing
SM03_AEA.dm.	numeric	991 unique values 0 missing
SpMin8_Bh.e.	numeric	834 unique values 0 missing
ATS5v	numeric	1179 unique values 0 missing
Chi0_EA	numeric	1209 unique values 0 missing
GATS7s	numeric	974 unique values 0 missing
nHDon	numeric	13 unique values 0 missing
SM03_AEA.ed.	numeric	722 unique values 0 missing
SpMin8_Bh.i.	numeric	833 unique values 0 missing
ATS6e	numeric	1280 unique values 0 missing
Chi0_EA.bo.	numeric	1792 unique values 0 missing
GATS7v	numeric	599 unique values 0 missing
nHet	numeric	21 unique values 0 missing
SM03_AEA.ri.	numeric	1381 unique values 0 missing
SpMin8_Bh.m.	numeric	868 unique values 0 missing
ATS6i	numeric	1268 unique values 0 missing
Chi0_EA.dm.	numeric	1690 unique values 0 missing
GATS8e	numeric	942 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM03_EA	numeric	24 unique values 0 missing
SpMin8_Bh.p.	numeric	859 unique values 0 missing
ATS6m	numeric	1300 unique values 0 missing
Chi0_EA.ed.	numeric	1772 unique values 0 missing
GATS8i	numeric	597 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	134 unique values 0 missing
SpMin8_Bh.s.	numeric	612 unique values 0 missing
ATS6p	numeric	1270 unique values 0 missing
Chi0_EA.ri.	numeric	2255 unique values 0 missing
GATS8m	numeric	834 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	123 unique values 0 missing
SpMin8_Bh.v.	numeric	849 unique values 0 missing
ATS6s	numeric	1281 unique values 0 missing
Chi1_AEA.bo.	numeric	1600 unique values 0 missing
GATS8p	numeric	725 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	465 unique values 0 missing
SRW02	numeric	53 unique values 0 missing
ATS6v	numeric	1262 unique values 0 missing
Chi1_AEA.dm.	numeric	1600 unique values 0 missing
GATS8s	numeric	1006 unique values 0 missing
nN	numeric	14 unique values 0 missing
SM03_EA.ri.	numeric	734 unique values 0 missing
SRW03	numeric	4 unique values 0 missing
ATS7e	numeric	1342 unique values 0 missing
Chi1_AEA.ed.	numeric	1600 unique values 0 missing
GATS8v	numeric	659 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	840 unique values 0 missing
SRW04	numeric	168 unique values 0 missing
ATS7i	numeric	1331 unique values 0 missing
Chi1_AEA.ri.	numeric	1600 unique values 0 missing
GGI1	numeric	28 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	1046 unique values 0 missing
SRW05	numeric	13 unique values 0 missing
ATS7m	numeric	1416 unique values 0 missing
Chi1_EA	numeric	1600 unique values 0 missing
GGI10	numeric	327 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	851 unique values 0 missing
SRW06	numeric	543 unique values 0 missing
ATS7p	numeric	1358 unique values 0 missing
Chi1_EA.bo.	numeric	1901 unique values 0 missing
GGI2	numeric	71 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1371 unique values 0 missing
SRW07	numeric	50 unique values 0 missing
ATS7s	numeric	1337 unique values 0 missing
Chi1_EA.dm.	numeric	1804 unique values 0 missing
GGI3	numeric	362 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM04_EA	numeric	283 unique values 0 missing
SRW08	numeric	830 unique values 0 missing
ATS7v	numeric	1370 unique values 0 missing
Chi1_EA.ed.	numeric	1607 unique values 0 missing
GGI4	numeric	941 unique values 0 missing
NNRS	numeric	15 unique values 0 missing
SM04_EA.bo.	numeric	892 unique values 0 missing
SRW09	numeric	159 unique values 0 missing
ATS8e	numeric	1428 unique values 0 missing
Chi1_EA.ri.	numeric	2339 unique values 0 missing
GGI5	numeric	604 unique values 0 missing
nO	numeric	14 unique values 0 missing
SM04_EA.dm.	numeric	599 unique values 0 missing
SRW10	numeric	835 unique values 0 missing
ATS8i	numeric	1406 unique values 0 missing
CIC0	numeric	1063 unique values 0 missing
GGI6	numeric	815 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM04_EA.ed.	numeric	929 unique values 0 missing
SsBr	numeric	32 unique values 0 missing
ATS8m	numeric	1519 unique values 0 missing
CIC1	numeric	1248 unique values 0 missing
GGI7	numeric	650 unique values 0 missing
nOHs	numeric	7 unique values 0 missing
SM04_EA.ri.	numeric	943 unique values 0 missing
SsCH3	numeric	1490 unique values 0 missing
ATS8p	numeric	1423 unique values 0 missing
CIC2	numeric	1075 unique values 0 missing
GGI8	numeric	518 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	842 unique values 0 missing
SsCl	numeric	286 unique values 0 missing
ATS8s	numeric	1404 unique values 0 missing
CIC3	numeric	884 unique values 0 missing
GGI9	numeric	414 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	1051 unique values 0 missing
SsF	numeric	190 unique values 0 missing
ATS8v	numeric	1470 unique values 0 missing
CIC4	numeric	759 unique values 0 missing
GMTI	numeric	1879 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	874 unique values 0 missing
SsI	numeric	81 unique values 0 missing
ATSC1e	numeric	379 unique values 0 missing
CIC5	numeric	724 unique values 0 missing
GMTIV	numeric	2505 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1338 unique values 0 missing
SsNH2	numeric	505 unique values 0 missing
ATSC1i	numeric	755 unique values 0 missing
CID	numeric	709 unique values 0 missing
GNar	numeric	299 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM05_EA	numeric	132 unique values 0 missing
SsOH	numeric	1106 unique values 0 missing
ATSC1m	numeric	2003 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	215 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	823 unique values 0 missing
SssCH2	numeric	1894 unique values 0 missing
ATSC1p	numeric	1716 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	27 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	245 unique values 0 missing
SsSH	numeric	9 unique values 0 missing
ATSC1s	numeric	2355 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.047	numeric	28 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	973 unique values 0 missing
SssNH	numeric	986 unique values 0 missing
ATSC1v	numeric	1831 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	930 unique values 0 missing
SssO	numeric	905 unique values 0 missing
ATSC2e	numeric	800 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	857 unique values 0 missing
SssS	numeric	146 unique values 0 missing
ATSC2i	numeric	1059 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	13 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1089 unique values 0 missing
SsssCH	numeric	1209 unique values 0 missing
ATSC2m	numeric	2275 unique values 0 missing
CSI	numeric	965 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	928 unique values 0 missing
SssSe	numeric	2 unique values 0 missing
ATSC2p	numeric	2052 unique values 0 missing
DBI	numeric	69 unique values 0 missing
H.052	numeric	22 unique values 0 missing
nR03	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	1346 unique values 0 missing
SsssN	numeric	922 unique values 0 missing
ATSC2s	numeric	2610 unique values 0 missing
D.Dtr03	numeric	91 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA	numeric	883 unique values 0 missing
SssssC	numeric	193 unique values 0 missing
ATSC2v	numeric	2134 unique values 0 missing
D.Dtr04	numeric	15 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM06_EA.bo.	numeric	990 unique values 0 missing
SssssN.	numeric	2 unique values 0 missing
ATSC3e	numeric	1132 unique values 0 missing
D.Dtr05	numeric	1822 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM06_EA.dm.	numeric	563 unique values 0 missing
SssssSi	numeric	4 unique values 0 missing
ATSC3i	numeric	1219 unique values 0 missing
D.Dtr06	numeric	1960 unique values 0 missing
HDcpx	numeric	305 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	988 unique values 0 missing
StCH	numeric	50 unique values 0 missing
ATSC3m	numeric	2507 unique values 0 missing
D.Dtr07	numeric	34 unique values 0 missing
HNar	numeric	293 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	994 unique values 0 missing
StN	numeric	11 unique values 0 missing
ATSC3p	numeric	2302 unique values 0 missing
D.Dtr08	numeric	28 unique values 0 missing
HVcpx	numeric	1079 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM07_AEA.bo.	numeric	873 unique values 0 missing
StsC	numeric	207 unique values 0 missing
ATSC3s	numeric	2668 unique values 0 missing
D.Dtr09	numeric	1766 unique values 0 missing
Hy	numeric	754 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	1099 unique values 0 missing
Sv	numeric	1742 unique values 0 missing
ATSC3v	numeric	2383 unique values 0 missing
D.Dtr10	numeric	317 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	915 unique values 0 missing
TIC0	numeric	1685 unique values 0 missing
ATSC4e	numeric	1124 unique values 0 missing
D.Dtr11	numeric	12 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	1349 unique values 0 missing
TIC1	numeric	2168 unique values 0 missing
ATSC4i	numeric	1286 unique values 0 missing
D.Dtr12	numeric	100 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA	numeric	663 unique values 0 missing
TIC2	numeric	2056 unique values 0 missing
ATSC4m	numeric	2597 unique values 0 missing
DECC	numeric	1066 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1025 unique values 0 missing
TIC3	numeric	1665 unique values 0 missing
ATSC4p	numeric	2404 unique values 0 missing
DELS	numeric	2639 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	262 unique values 0 missing
TIC4	numeric	1455 unique values 0 missing
ATSC4s	numeric	2686 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1044 unique values 0 missing
TIC5	numeric	1442 unique values 0 missing
ATSC4v	numeric	2462 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IAC	numeric	1685 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1022 unique values 0 missing
TIE	numeric	2674 unique values 0 missing
ATSC5e	numeric	1116 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC0	numeric	590 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	868 unique values 0 missing
TPC	numeric	1161 unique values 0 missing
ATSC5i	numeric	1348 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC1	numeric	1099 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	1145 unique values 0 missing
TPSA.NO.	numeric	677 unique values 0 missing
ATSC5m	numeric	2630 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC2	numeric	1194 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	937 unique values 0 missing
TPSA.Tot.	numeric	733 unique values 0 missing
ATSC5p	numeric	2390 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC3	numeric	1054 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM08_AEA.ri.	numeric	1337 unique values 0 missing
TRS	numeric	32 unique values 0 missing
ATSC5s	numeric	2682 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC4	numeric	979 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA	numeric	951 unique values 0 missing
TWC	numeric	868 unique values 0 missing
ATSC5v	numeric	2484 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IC5	numeric	981 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1097 unique values 0 missing
Uc	numeric	33 unique values 0 missing
ATSC6e	numeric	1062 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
ICR	numeric	806 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	512 unique values 0 missing
Ui	numeric	35 unique values 0 missing
ATSC6i	numeric	1392 unique values 0 missing
DLS_cons	numeric	65 unique values 0 missing
IDDE	numeric	534 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	1072 unique values 0 missing
Uindex	numeric	1889 unique values 0 missing
ATSC6m	numeric	2595 unique values 0 missing
Dz	numeric	396 unique values 0 missing
IDDM	numeric	514 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1036 unique values 0 missing
UNIP	numeric	288 unique values 0 missing
ATSC6p	numeric	2393 unique values 0 missing
ECC	numeric	602 unique values 0 missing
IDE	numeric	1139 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	372 unique values 0 missing
VAR	numeric	293 unique values 0 missing
ATSC6s	numeric	2676 unique values 0 missing
Eig01_AEA.bo.	numeric	351 unique values 0 missing
IDET	numeric	1960 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM09_AEA.dm.	numeric	1123 unique values 0 missing
Vindex	numeric	315 unique values 0 missing
ATSC6v	numeric	2499 unique values 0 missing
Eig01_AEA.dm.	numeric	661 unique values 0 missing
IDM	numeric	1248 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM09_AEA.ed.	numeric	959 unique values 0 missing
VvdwMG	numeric	1653 unique values 0 missing
ATSC7e	numeric	1059 unique values 0 missing
Eig01_AEA.ed.	numeric	460 unique values 0 missing
IDMT	numeric	1962 unique values 0 missing
nRNCS	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1343 unique values 0 missing
VvdwZAZ	numeric	1930 unique values 0 missing
ATSC7i	numeric	1451 unique values 0 missing
Eig01_AEA.ri.	numeric	401 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_EA	numeric	948 unique values 0 missing
Vx	numeric	1653 unique values 0 missing
ATSC7m	numeric	2633 unique values 0 missing
Eig01_EA	numeric	372 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1091 unique values 0 missing
Wap	numeric	1779 unique values 0 missing
ATSC7p	numeric	2409 unique values 0 missing
Eig01_EA.bo.	numeric	478 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	255 unique values 0 missing
X.	numeric	71 unique values 0 missing
ATSC7s	numeric	2678 unique values 0 missing
Eig01_EA.dm.	numeric	168 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1108 unique values 0 missing
X0	numeric	614 unique values 0 missing
ATSC7v	numeric	2510 unique values 0 missing
Eig01_EA.ed.	numeric	728 unique values 0 missing
ISIZ	numeric	85 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1065 unique values 0 missing
X0A	numeric	96 unique values 0 missing
ATSC8e	numeric	1013 unique values 0 missing
Eig01_EA.ri.	numeric	439 unique values 0 missing
IVDE	numeric	382 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	655 unique values 0 missing
X0Av	numeric	177 unique values 0 missing
ATSC8i	numeric	1428 unique values 0 missing
Eig02_AEA.bo.	numeric	646 unique values 0 missing
IVDM	numeric	478 unique values 0 missing
nROH	numeric	8 unique values 0 missing
SM10_AEA.dm.	numeric	728 unique values 0 missing
X0sol	numeric	900 unique values 0 missing
ATSC8m	numeric	2600 unique values 0 missing
Eig02_AEA.dm.	numeric	801 unique values 0 missing
JGI1	numeric	153 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM10_AEA.ed.	numeric	988 unique values 0 missing
X0v	numeric	2034 unique values 0 missing
ATSC8p	numeric	2390 unique values 0 missing
Eig02_AEA.ed.	numeric	695 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM10_AEA.ri.	numeric	1362 unique values 0 missing
X1	numeric	1251 unique values 0 missing
ATSC8s	numeric	2659 unique values 0 missing
Eig02_AEA.ri.	numeric	681 unique values 0 missing
JGI2	numeric	72 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA	numeric	995 unique values 0 missing
X1A	numeric	68 unique values 0 missing
ATSC8v	numeric	2457 unique values 0 missing
Eig02_EA	numeric	655 unique values 0 missing
JGI3	numeric	69 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	1110 unique values 0 missing
X1Av	numeric	156 unique values 0 missing
BAC	numeric	125 unique values 0 missing
Eig02_EA.bo.	numeric	768 unique values 0 missing
JGI4	numeric	52 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	453 unique values 0 missing
X1Kup	numeric	2126 unique values 0 missing
BBI	numeric	73 unique values 0 missing
Eig02_EA.dm.	numeric	155 unique values 0 missing
JGI5	numeric	39 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1152 unique values 0 missing
X1Mad	numeric	2197 unique values 0 missing
BIC0	numeric	177 unique values 0 missing
Eig02_EA.ed.	numeric	1062 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
NsCH3	numeric	10 unique values 0 missing
SM10_EA.ri.	numeric	1118 unique values 0 missing
X1MulPer	numeric	2102 unique values 0 missing
BIC1	numeric	316 unique values 0 missing
Eig02_EA.ri.	numeric	653 unique values 0 missing
JGI7	numeric	27 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	707 unique values 0 missing
X1Per	numeric	2041 unique values 0 missing
BIC2	numeric	289 unique values 0 missing
Eig03_AEA.bo.	numeric	671 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM11_AEA.dm.	numeric	1062 unique values 0 missing
X1sol	numeric	1495 unique values 0 missing
BIC3	numeric	227 unique values 0 missing
Eig03_AEA.dm.	numeric	895 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	998 unique values 0 missing
X1v	numeric	2145 unique values 0 missing
BIC4	numeric	196 unique values 0 missing
Eig03_AEA.ed.	numeric	728 unique values 0 missing
JGT	numeric	298 unique values 0 missing
nSK	numeric	50 unique values 0 missing
SM11_AEA.ri.	numeric	478 unique values 0 missing
X2	numeric	1713 unique values 0 missing
BIC5	numeric	188 unique values 0 missing
Eig03_AEA.ri.	numeric	758 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_EA	numeric	1002 unique values 0 missing
X2A	numeric	62 unique values 0 missing
BID	numeric	156 unique values 0 missing
Eig03_EA	numeric	707 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1124 unique values 0 missing
X2Av	numeric	124 unique values 0 missing
BLI	numeric	374 unique values 0 missing
Eig03_EA.bo.	numeric	811 unique values 0 missing
LOC	numeric	740 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.dm.	numeric	245 unique values 0 missing
X2sol	numeric	1837 unique values 0 missing
BLTA96	numeric	540 unique values 0 missing
Eig03_EA.dm.	numeric	150 unique values 0 missing
LPRS	numeric	1956 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1121 unique values 0 missing
X2v	numeric	2189 unique values 0 missing
BLTD48	numeric	510 unique values 0 missing
Eig03_EA.ed.	numeric	1173 unique values 0 missing
MATS1e	numeric	407 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1162 unique values 0 missing
X3	numeric	1745 unique values 0 missing
BLTF96	numeric	473 unique values 0 missing
Eig03_EA.ri.	numeric	763 unique values 0 missing
MATS1i	numeric	628 unique values 0 missing
nSO3OH	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	761 unique values 0 missing
X3A	numeric	49 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_AEA.bo.	numeric	781 unique values 0 missing
MATS1m	numeric	219 unique values 0 missing
NsOH	numeric	9 unique values 0 missing
SM12_AEA.dm.	numeric	1173 unique values 0 missing
X3Av	numeric	83 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_AEA.dm.	numeric	982 unique values 0 missing
MATS1p	numeric	410 unique values 0 missing
NssCH2	numeric	17 unique values 0 missing
SM12_AEA.ed.	numeric	1023 unique values 0 missing
X3sol	numeric	1866 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_AEA.ed.	numeric	846 unique values 0 missing
MATS1s	numeric	379 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	768 unique values 0 missing
X3v	numeric	2056 unique values 0 missing
C.	numeric	195 unique values 0 missing
Eig04_AEA.ri.	numeric	836 unique values 0 missing
MATS1v	numeric	237 unique values 0 missing
NssNH	numeric	7 unique values 0 missing
SM12_EA	numeric	1038 unique values 0 missing
X4	numeric	1733 unique values 0 missing
C.001	numeric	9 unique values 0 missing
Eig04_EA	numeric	761 unique values 0 missing
MATS2e	numeric	561 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM12_EA.bo.	numeric	1139 unique values 0 missing
X4A	numeric	43 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig04_EA.bo.	numeric	916 unique values 0 missing
MATS2i	numeric	584 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	422 unique values 0 missing
X4Av	numeric	59 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig04_EA.dm.	numeric	120 unique values 0 missing
MATS2m	numeric	419 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM12_EA.ed.	numeric	1122 unique values 0 missing
X4sol	numeric	1832 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig04_EA.ed.	numeric	1274 unique values 0 missing
MATS2p	numeric	516 unique values 0 missing
NssSe	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1200 unique values 0 missing
X4v	numeric	1927 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig04_EA.ri.	numeric	878 unique values 0 missing
MATS2s	numeric	528 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_AEA.bo.	numeric	874 unique values 0 missing
X5	numeric	1658 unique values 0 missing
C.006	numeric	8 unique values 0 missing
Eig05_AEA.bo.	numeric	880 unique values 0 missing
MATS2v	numeric	486 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_AEA.dm.	numeric	1274 unique values 0 missing
X5A	numeric	34 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	1061 unique values 0 missing
MATS3e	numeric	471 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1035 unique values 0 missing
X5Av	numeric	43 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig05_AEA.ed.	numeric	969 unique values 0 missing
MATS3i	numeric	515 unique values 0 missing
NssssSi	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	811 unique values 0 missing
X5sol	numeric	1764 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	990 unique values 0 missing
MATS3m	numeric	446 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA	numeric	1051 unique values 0 missing
X5v	numeric	1700 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_EA	numeric	874 unique values 0 missing
MATS3p	numeric	507 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1144 unique values 0 missing
Xindex	numeric	409 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	994 unique values 0 missing
MATS3s	numeric	424 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	239 unique values 0 missing
XMOD	numeric	2316 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig05_EA.dm.	numeric	102 unique values 0 missing
MATS3v	numeric	474 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1132 unique values 0 missing
Xt	numeric	148 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1370 unique values 0 missing
MATS4e	numeric	482 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1230 unique values 0 missing
Xu	numeric	1887 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	999 unique values 0 missing
MATS4i	numeric	468 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	961 unique values 0 missing
Yindex	numeric	782 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	986 unique values 0 missing
MATS4m	numeric	559 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1370 unique values 0 missing
ZM1	numeric	113 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig06_AEA.dm.	numeric	1097 unique values 0 missing
MATS4p	numeric	495 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ed.	numeric	1041 unique values 0 missing
ZM1Kup	numeric	2165 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1042 unique values 0 missing
MATS4s	numeric	447 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_AEA.ri.	numeric	916 unique values 0 missing
ZM1Mad	numeric	2203 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	1100 unique values 0 missing
MATS4v	numeric	528 unique values 0 missing
O.	numeric	145 unique values 0 missing
SM14_EA	numeric	1064 unique values 0 missing
ZM1MulPer	numeric	2526 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_EA	numeric	961 unique values 0 missing
MATS5e	numeric	539 unique values 0 missing
O.056	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	1125 unique values 0 missing
ZM1Per	numeric	2470 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	1114 unique values 0 missing
MATS5i	numeric	478 unique values 0 missing
O.057	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	396 unique values 0 missing
ZM1V	numeric	287 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	64 unique values 0 missing
MATS5m	numeric	584 unique values 0 missing
O.058	numeric	8 unique values 0 missing
SM14_EA.ed.	numeric	1122 unique values 0 missing
ZM2	numeric	231 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1415 unique values 0 missing
MATS5p	numeric	530 unique values 0 missing
O.059	numeric	6 unique values 0 missing
SM14_EA.ri.	numeric	1273 unique values 0 missing
ZM2Kup	numeric	2450 unique values 0 missing
C.024	numeric	19 unique values 0 missing
Eig06_EA.ri.	numeric	1087 unique values 0 missing
MATS5s	numeric	492 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_AEA.bo.	numeric	1019 unique values 0 missing
ZM2Mad	numeric	2435 unique values 0 missing
C.025	numeric	7 unique values 0 missing
Eig07_AEA.bo.	numeric	1021 unique values 0 missing
MATS5v	numeric	561 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_AEA.dm.	numeric	1415 unique values 0 missing
ZM2MulPer	numeric	2546 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig07_AEA.dm.	numeric	1149 unique values 0 missing
MATS6e	numeric	646 unique values 0 missing
ON0	numeric	202 unique values 0 missing
SM15_AEA.ed.	numeric	1067 unique values 0 missing
ZM2Per	numeric	2489 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	1096 unique values 0 missing
MATS6i	numeric	473 unique values 0 missing
ON0V	numeric	903 unique values 0 missing
SM15_AEA.ri.	numeric	994 unique values 0 missing
ZM2V	numeric	479 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	1142 unique values 0 missing
MATS6m	numeric	650 unique values 0 missing
ON1	numeric	364 unique values 0 missing
SM15_EA	numeric	1079 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_EA	numeric	1019 unique values 0 missing
MATS6p	numeric	520 unique values 0 missing
ON1V	numeric	1563 unique values 0 missing
SM15_EA.bo.	numeric	1148 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1126 unique values 0 missing
MATS6s	numeric	573 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	239 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	43 unique values 0 missing
MATS6v	numeric	586 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	1118 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1424 unique values 0 missing
MATS7e	numeric	604 unique values 0 missing
PCD	numeric	1347 unique values 0 missing
SM15_EA.ri.	numeric	1330 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig07_EA.ri.	numeric	1116 unique values 0 missing
MATS7i	numeric	456 unique values 0 missing
PCR	numeric	453 unique values 0 missing
SMTI	numeric	1861 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig08_AEA.bo.	numeric	1021 unique values 0 missing
MATS7m	numeric	655 unique values 0 missing
PDI	numeric	269 unique values 0 missing
SMTIV	numeric	2479 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1164 unique values 0 missing
MATS7p	numeric	558 unique values 0 missing
PHI	numeric	1789 unique values 0 missing
SNar	numeric	226 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1095 unique values 0 missing
MATS7s	numeric	580 unique values 0 missing
piID	numeric	1614 unique values 0 missing
Sp	numeric	1693 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1124 unique values 0 missing
MATS7v	numeric	612 unique values 0 missing
piPC01	numeric	116 unique values 0 missing
SpAD_AEA.bo.	numeric	2094 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig08_EA	numeric	957 unique values 0 missing
MATS8e	numeric	591 unique values 0 missing
piPC02	numeric	318 unique values 0 missing
SpAD_AEA.dm.	numeric	2442 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	1132 unique values 0 missing
MATS8i	numeric	491 unique values 0 missing
piPC03	numeric	705 unique values 0 missing
SpAD_AEA.ed.	numeric	1930 unique values 0 missing
C.040	numeric	7 unique values 0 missing
Eig08_EA.dm.	numeric	31 unique values 0 missing
MATS8m	numeric	720 unique values 0 missing
piPC04	numeric	897 unique values 0 missing
SpAD_AEA.ri.	numeric	2498 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1381 unique values 0 missing
MATS8p	numeric	631 unique values 0 missing
piPC05	numeric	1015 unique values 0 missing
SpAD_EA	numeric	1923 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1094 unique values 0 missing
MATS8s	numeric	551 unique values 0 missing
piPC06	numeric	1102 unique values 0 missing
SpAD_EA.bo.	numeric	2107 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	1115 unique values 0 missing
MATS8v	numeric	659 unique values 0 missing
piPC07	numeric	1203 unique values 0 missing
SpAD_EA.dm.	numeric	634 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	1152 unique values 0 missing
MAXDN	numeric	1332 unique values 0 missing
piPC08	numeric	1289 unique values 0 missing
SpAD_EA.ed.	numeric	1956 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1083 unique values 0 missing
MAXDP	numeric	1770 unique values 0 missing
piPC09	numeric	1339 unique values 0 missing
SpAD_EA.ri.	numeric	2489 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	1189 unique values 0 missing
MCD	numeric	264 unique values 0 missing
piPC10	numeric	1380 unique values 0 missing
SpDiam_AEA.bo.	numeric	467 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig09_EA	numeric	991 unique values 0 missing
MDDD	numeric	1863 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpDiam_AEA.dm.	numeric	681 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig09_EA.bo.	numeric	1204 unique values 0 missing
Me	numeric	89 unique values 0 missing
Pol	numeric	75 unique values 0 missing
SpDiam_AEA.ed.	numeric	715 unique values 0 missing
CATS2D_01_AN	numeric	5 unique values 0 missing
Eig09_EA.dm.	numeric	28 unique values 0 missing
Mi	numeric	84 unique values 0 missing
Psi_e_0	numeric	2154 unique values 0 missing
SpDiam_AEA.ri.	numeric	439 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1371 unique values 0 missing
MLOGP	numeric	1518 unique values 0 missing
Psi_e_0d	numeric	6 unique values 0 missing
SpDiam_EA	numeric	372 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	1141 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2866

Number of instances (rows) of the dataset.

NumberOfFeatures

1428

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

1427

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanKurtosisOfNumericAtts

106.34

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

106.49

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.38

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

-0.14

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

2.3

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

Dimensionality

0.5

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.29

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.53

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

159.48

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.67

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.9

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxKurtosisOfNumericAtts

2866

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.7

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

35166.49

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

10.49

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.75

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-45.53

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

53.54

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

1.93

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

125002.53

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.93

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.3

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

0.15

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

Show all 62 properties