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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL236

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: CHEMBL236 (TID: 136), and it has 4085 rows and 1419 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).

1421 features

pXC50 (target)	numeric	1666 unique values 0 missing
molecule_id (row identifier)	nominal	4085 unique values 0 missing
CATS2D_07_LL	numeric	58 unique values 0 missing
GATS1p	numeric	653 unique values 0 missing
nC..N.N2	numeric	5 unique values 0 missing
SddC	numeric	18 unique values 0 missing
SpMin3_Bh.e.	numeric	506 unique values 0 missing
AAC	numeric	654 unique values 0 missing
CATS2D_07_NL	numeric	6 unique values 0 missing
GATS1s	numeric	665 unique values 0 missing
nCONN	numeric	4 unique values 0 missing
SddsN	numeric	72 unique values 0 missing
SpMin3_Bh.i.	numeric	529 unique values 0 missing
AECC	numeric	1952 unique values 0 missing
CATS2D_07_PL	numeric	9 unique values 0 missing
GATS1v	numeric	490 unique values 0 missing
nCp	numeric	12 unique values 0 missing
SddssS	numeric	177 unique values 0 missing
SpMin3_Bh.m.	numeric	440 unique values 0 missing
ALOGP	numeric	2534 unique values 0 missing
CATS2D_07_PN	numeric	3 unique values 0 missing
GATS2e	numeric	917 unique values 0 missing
nCq	numeric	5 unique values 0 missing
SdNH	numeric	28 unique values 0 missing
SpMin3_Bh.p.	numeric	408 unique values 0 missing
ALOGP2	numeric	3152 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS2i	numeric	591 unique values 0 missing
nCrq	numeric	5 unique values 0 missing
SdO	numeric	2234 unique values 0 missing
SpMin3_Bh.s.	numeric	530 unique values 0 missing
AMR	numeric	3266 unique values 0 missing
CATS2D_08_AA	numeric	19 unique values 0 missing
GATS2m	numeric	581 unique values 0 missing
nCrs	numeric	22 unique values 0 missing
SdS	numeric	69 unique values 0 missing
SpMin3_Bh.v.	numeric	410 unique values 0 missing
AMW	numeric	1597 unique values 0 missing
CATS2D_08_AL	numeric	35 unique values 0 missing
GATS2p	numeric	609 unique values 0 missing
nCrt	numeric	9 unique values 0 missing
SdsCH	numeric	458 unique values 0 missing
SpMin4_Bh.e.	numeric	637 unique values 0 missing
ARR	numeric	328 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2s	numeric	662 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdsN	numeric	243 unique values 0 missing
SpMin4_Bh.i.	numeric	649 unique values 0 missing
ATS1e	numeric	1096 unique values 0 missing
CATS2D_08_AP	numeric	13 unique values 0 missing
GATS2v	numeric	508 unique values 0 missing
nCs	numeric	36 unique values 0 missing
SdssC	numeric	1763 unique values 0 missing
SpMin4_Bh.m.	numeric	545 unique values 0 missing
ATS1i	numeric	1091 unique values 0 missing
CATS2D_08_DA	numeric	33 unique values 0 missing
GATS3e	numeric	742 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SdssS	numeric	18 unique values 0 missing
SpMin4_Bh.p.	numeric	576 unique values 0 missing
ATS1m	numeric	1065 unique values 0 missing
CATS2D_08_DD	numeric	10 unique values 0 missing
GATS3i	numeric	487 unique values 0 missing
nCsp2	numeric	49 unique values 0 missing
SdsssP	numeric	2 unique values 0 missing
SpMin4_Bh.s.	numeric	632 unique values 0 missing
ATS1p	numeric	1039 unique values 0 missing
CATS2D_08_DL	numeric	33 unique values 0 missing
GATS3m	numeric	531 unique values 0 missing
nCsp3	numeric	53 unique values 0 missing
Se	numeric	2354 unique values 0 missing
SpMin4_Bh.v.	numeric	559 unique values 0 missing
ATS1s	numeric	1171 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3p	numeric	487 unique values 0 missing
nCt	numeric	9 unique values 0 missing
Si	numeric	2428 unique values 0 missing
SpMin5_Bh.e.	numeric	739 unique values 0 missing
ATS1v	numeric	1069 unique values 0 missing
CATS2D_08_DP	numeric	11 unique values 0 missing
GATS3s	numeric	715 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	749 unique values 0 missing
ATS2e	numeric	1139 unique values 0 missing
CATS2D_08_LL	numeric	53 unique values 0 missing
GATS3v	numeric	416 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
SIC0	numeric	207 unique values 0 missing
SpMin5_Bh.m.	numeric	661 unique values 0 missing
ATS2i	numeric	1154 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4e	numeric	964 unique values 0 missing
nDB	numeric	22 unique values 0 missing
SIC1	numeric	359 unique values 0 missing
SpMin5_Bh.p.	numeric	693 unique values 0 missing
ATS2m	numeric	1154 unique values 0 missing
CATS2D_08_PL	numeric	9 unique values 0 missing
GATS4i	numeric	436 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC2	numeric	347 unique values 0 missing
SpMin5_Bh.s.	numeric	728 unique values 0 missing
ATS2p	numeric	1096 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4m	numeric	586 unique values 0 missing
NddC	numeric	3 unique values 0 missing
SIC3	numeric	270 unique values 0 missing
SpMin5_Bh.v.	numeric	661 unique values 0 missing
ATS2s	numeric	1245 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4p	numeric	460 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC4	numeric	233 unique values 0 missing
SpMin6_Bh.e.	numeric	767 unique values 0 missing
ATS2v	numeric	1107 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4s	numeric	1110 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SIC5	numeric	225 unique values 0 missing
SpMin6_Bh.i.	numeric	780 unique values 0 missing
ATS3e	numeric	1243 unique values 0 missing
CATS2D_09_AL	numeric	36 unique values 0 missing
GATS4v	numeric	388 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	701 unique values 0 missing
SpMin6_Bh.m.	numeric	714 unique values 0 missing
ATS3i	numeric	1242 unique values 0 missing
CATS2D_09_AN	numeric	4 unique values 0 missing
GATS5e	numeric	981 unique values 0 missing
NdO	numeric	18 unique values 0 missing
SM02_AEA.dm.	numeric	1276 unique values 0 missing
SpMin6_Bh.p.	numeric	754 unique values 0 missing
ATS3m	numeric	1240 unique values 0 missing
CATS2D_09_AP	numeric	11 unique values 0 missing
GATS5i	numeric	508 unique values 0 missing
NdS	numeric	3 unique values 0 missing
SM02_AEA.ed.	numeric	430 unique values 0 missing
SpMin6_Bh.s.	numeric	804 unique values 0 missing
ATS3p	numeric	1220 unique values 0 missing
CATS2D_09_DA	numeric	29 unique values 0 missing
GATS5m	numeric	643 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM02_AEA.ri.	numeric	2065 unique values 0 missing
SpMin6_Bh.v.	numeric	735 unique values 0 missing
ATS3s	numeric	1326 unique values 0 missing
CATS2D_09_DD	numeric	16 unique values 0 missing
GATS5p	numeric	502 unique values 0 missing
NdsN	numeric	5 unique values 0 missing
SM02_EA	numeric	143 unique values 0 missing
SpMin7_Bh.e.	numeric	793 unique values 0 missing
ATS3v	numeric	1209 unique values 0 missing
CATS2D_09_DL	numeric	37 unique values 0 missing
GATS5s	numeric	1143 unique values 0 missing
NdssC	numeric	22 unique values 0 missing
SM02_EA.bo.	numeric	475 unique values 0 missing
SpMin7_Bh.i.	numeric	827 unique values 0 missing
ATS4e	numeric	1343 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS5v	numeric	435 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	959 unique values 0 missing
SpMin7_Bh.m.	numeric	805 unique values 0 missing
ATS4i	numeric	1349 unique values 0 missing
CATS2D_09_DP	numeric	6 unique values 0 missing
GATS6e	numeric	1102 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	847 unique values 0 missing
SpMin7_Bh.p.	numeric	815 unique values 0 missing
ATS4m	numeric	1374 unique values 0 missing
CATS2D_09_LL	numeric	50 unique values 0 missing
GATS6i	numeric	517 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	1172 unique values 0 missing
SpMin7_Bh.s.	numeric	874 unique values 0 missing
ATS4p	numeric	1316 unique values 0 missing
CATS2D_09_NL	numeric	10 unique values 0 missing
GATS6m	numeric	642 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	1058 unique values 0 missing
SpMin7_Bh.v.	numeric	800 unique values 0 missing
ATS4s	numeric	1388 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6p	numeric	553 unique values 0 missing
nF	numeric	8 unique values 0 missing
SM03_AEA.dm.	numeric	1246 unique values 0 missing
SpMin8_Bh.e.	numeric	820 unique values 0 missing
ATS4v	numeric	1327 unique values 0 missing
CATS2D_09_PL	numeric	11 unique values 0 missing
GATS6s	numeric	1204 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	1139 unique values 0 missing
SpMin8_Bh.i.	numeric	836 unique values 0 missing
ATS5e	numeric	1431 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6v	numeric	498 unique values 0 missing
nH	numeric	121 unique values 0 missing
SM03_AEA.ri.	numeric	1989 unique values 0 missing
SpMin8_Bh.m.	numeric	843 unique values 0 missing
ATS5i	numeric	1402 unique values 0 missing
CENT	numeric	2004 unique values 0 missing
GATS7e	numeric	1223 unique values 0 missing
nHAcc	numeric	46 unique values 0 missing
SM03_EA	numeric	45 unique values 0 missing
SpMin8_Bh.p.	numeric	870 unique values 0 missing
ATS5m	numeric	1474 unique values 0 missing
Chi0_AEA.bo.	numeric	2113 unique values 0 missing
GATS7i	numeric	540 unique values 0 missing
nHDon	numeric	41 unique values 0 missing
SM03_EA.bo.	numeric	209 unique values 0 missing
SpMin8_Bh.s.	numeric	896 unique values 0 missing
ATS5p	numeric	1397 unique values 0 missing
Chi0_AEA.dm.	numeric	2113 unique values 0 missing
GATS7m	numeric	741 unique values 0 missing
nHet	numeric	47 unique values 0 missing
SM03_EA.dm.	numeric	284 unique values 0 missing
SpMin8_Bh.v.	numeric	825 unique values 0 missing
ATS5s	numeric	1536 unique values 0 missing
Chi0_AEA.ed.	numeric	2113 unique values 0 missing
GATS7p	numeric	606 unique values 0 missing
nHM	numeric	8 unique values 0 missing
SM03_EA.ed.	numeric	1000 unique values 0 missing
SRW02	numeric	109 unique values 0 missing
ATS5v	numeric	1411 unique values 0 missing
Chi0_AEA.ri.	numeric	2113 unique values 0 missing
GATS7s	numeric	1353 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	1166 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS6e	numeric	1496 unique values 0 missing
Chi0_EA	numeric	2113 unique values 0 missing
GATS7v	numeric	512 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_AEA.bo.	numeric	1170 unique values 0 missing
SRW04	numeric	309 unique values 0 missing
ATS6i	numeric	1492 unique values 0 missing
Chi0_EA.bo.	numeric	2652 unique values 0 missing
GATS8e	numeric	1179 unique values 0 missing
nN	numeric	32 unique values 0 missing
SM04_AEA.dm.	numeric	1260 unique values 0 missing
SRW05	numeric	12 unique values 0 missing
ATS6m	numeric	1585 unique values 0 missing
Chi0_EA.dm.	numeric	2587 unique values 0 missing
GATS8i	numeric	637 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	1306 unique values 0 missing
SRW06	numeric	890 unique values 0 missing
ATS6p	numeric	1457 unique values 0 missing
Chi0_EA.ed.	numeric	2601 unique values 0 missing
GATS8m	numeric	817 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1911 unique values 0 missing
SRW07	numeric	42 unique values 0 missing
ATS6s	numeric	1619 unique values 0 missing
Chi0_EA.ri.	numeric	3104 unique values 0 missing
GATS8p	numeric	672 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM04_EA	numeric	540 unique values 0 missing
SRW08	numeric	1243 unique values 0 missing
ATS6v	numeric	1494 unique values 0 missing
Chi1_AEA.bo.	numeric	2392 unique values 0 missing
GATS8s	numeric	1364 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	1182 unique values 0 missing
SRW09	numeric	182 unique values 0 missing
ATS7e	numeric	1584 unique values 0 missing
Chi1_AEA.dm.	numeric	2392 unique values 0 missing
GATS8v	numeric	623 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	1121 unique values 0 missing
SRW10	numeric	1317 unique values 0 missing
ATS7i	numeric	1574 unique values 0 missing
Chi1_AEA.ed.	numeric	2392 unique values 0 missing
GGI1	numeric	59 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1644 unique values 0 missing
SsBr	numeric	80 unique values 0 missing
ATS7m	numeric	1718 unique values 0 missing
Chi1_AEA.ri.	numeric	2392 unique values 0 missing
GGI10	numeric	644 unique values 0 missing
NNRS	numeric	28 unique values 0 missing
SM04_EA.ri.	numeric	1354 unique values 0 missing
SsCH3	numeric	2108 unique values 0 missing
ATS7p	numeric	1569 unique values 0 missing
Chi1_EA	numeric	2392 unique values 0 missing
GGI2	numeric	142 unique values 0 missing
nO	numeric	23 unique values 0 missing
SM05_AEA.bo.	numeric	1194 unique values 0 missing
SsCl	numeric	376 unique values 0 missing
ATS7s	numeric	1731 unique values 0 missing
Chi1_EA.bo.	numeric	2761 unique values 0 missing
GGI3	numeric	617 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM05_AEA.dm.	numeric	1294 unique values 0 missing
SsF	numeric	296 unique values 0 missing
ATS7v	numeric	1611 unique values 0 missing
Chi1_EA.dm.	numeric	2786 unique values 0 missing
GGI4	numeric	1456 unique values 0 missing
nOHs	numeric	6 unique values 0 missing
SM05_AEA.ed.	numeric	1393 unique values 0 missing
SsI	numeric	20 unique values 0 missing
ATS8e	numeric	1686 unique values 0 missing
Chi1_EA.ed.	numeric	2296 unique values 0 missing
GGI5	numeric	1017 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM05_AEA.ri.	numeric	1787 unique values 0 missing
SsNH2	numeric	715 unique values 0 missing
ATS8i	numeric	1725 unique values 0 missing
Chi1_EA.ri.	numeric	3169 unique values 0 missing
GGI6	numeric	1304 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_EA	numeric	272 unique values 0 missing
SsOH	numeric	1418 unique values 0 missing
ATS8m	numeric	1835 unique values 0 missing
CIC0	numeric	1339 unique values 0 missing
GGI7	numeric	1100 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1277 unique values 0 missing
SssCH2	numeric	3155 unique values 0 missing
ATS8p	numeric	1727 unique values 0 missing
CIC1	numeric	1558 unique values 0 missing
GGI8	numeric	933 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	541 unique values 0 missing
SsSH	numeric	7 unique values 0 missing
ATS8s	numeric	1823 unique values 0 missing
CIC2	numeric	1513 unique values 0 missing
GGI9	numeric	775 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	1790 unique values 0 missing
SssNH	numeric	1373 unique values 0 missing
ATS8v	numeric	1769 unique values 0 missing
CIC3	numeric	1224 unique values 0 missing
GMTI	numeric	2859 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1533 unique values 0 missing
SssO	numeric	1315 unique values 0 missing
ATSC1e	numeric	387 unique values 0 missing
CIC4	numeric	1013 unique values 0 missing
GMTIV	numeric	3475 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	1269 unique values 0 missing
SssS	numeric	178 unique values 0 missing
ATSC1i	numeric	1042 unique values 0 missing
CIC5	numeric	968 unique values 0 missing
GNar	numeric	440 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	1387 unique values 0 missing
SsssCH	numeric	2219 unique values 0 missing
ATSC1m	numeric	2724 unique values 0 missing
CID	numeric	1005 unique values 0 missing
H.	numeric	246 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1470 unique values 0 missing
SsssN	numeric	1912 unique values 0 missing
ATSC1p	numeric	2409 unique values 0 missing
Cl.088	numeric	2 unique values 0 missing
H.046	numeric	40 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1754 unique values 0 missing
SssssC	numeric	1374 unique values 0 missing
ATSC1s	numeric	3136 unique values 0 missing
Cl.089	numeric	6 unique values 0 missing
H.047	numeric	45 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_EA	numeric	1388 unique values 0 missing
SssssN.	numeric	7 unique values 0 missing
ATSC1v	numeric	2534 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyrroles	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	1352 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATSC2e	numeric	849 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	1115 unique values 0 missing
StCH	numeric	6 unique values 0 missing
ATSC2i	numeric	1449 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	41 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	1856 unique values 0 missing
StN	numeric	34 unique values 0 missing
ATSC2m	numeric	3087 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	1617 unique values 0 missing
StsC	numeric	44 unique values 0 missing
ATSC2p	numeric	2803 unique values 0 missing
CSI	numeric	1376 unique values 0 missing
H.052	numeric	37 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM07_AEA.bo.	numeric	1299 unique values 0 missing
Sv	numeric	2440 unique values 0 missing
ATSC2s	numeric	3473 unique values 0 missing
DBI	numeric	184 unique values 0 missing
H.053	numeric	8 unique values 0 missing
nR06	numeric	11 unique values 0 missing
SM07_AEA.dm.	numeric	1414 unique values 0 missing
TIC0	numeric	2252 unique values 0 missing
ATSC2v	numeric	2923 unique values 0 missing
D.Dtr03	numeric	418 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR07	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1567 unique values 0 missing
TIC1	numeric	3136 unique values 0 missing
ATSC3e	numeric	1043 unique values 0 missing
D.Dtr04	numeric	157 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR08	numeric	6 unique values 0 missing
SM07_AEA.ri.	numeric	1783 unique values 0 missing
TIC2	numeric	3286 unique values 0 missing
ATSC3i	numeric	1731 unique values 0 missing
D.Dtr05	numeric	1734 unique values 0 missing
HDcpx	numeric	420 unique values 0 missing
nR09	numeric	8 unique values 0 missing
SM07_EA	numeric	1241 unique values 0 missing
TIC3	numeric	2822 unique values 0 missing
ATSC3m	numeric	3332 unique values 0 missing
D.Dtr06	numeric	2986 unique values 0 missing
HNar	numeric	474 unique values 0 missing
nR10	numeric	8 unique values 0 missing
SM07_EA.bo.	numeric	1508 unique values 0 missing
TIC4	numeric	2485 unique values 0 missing
ATSC3p	numeric	3142 unique values 0 missing
D.Dtr07	numeric	188 unique values 0 missing
HVcpx	numeric	1323 unique values 0 missing
nR11	numeric	7 unique values 0 missing
SM07_EA.dm.	numeric	583 unique values 0 missing
TIC5	numeric	2384 unique values 0 missing
ATSC3s	numeric	3544 unique values 0 missing
D.Dtr08	numeric	858 unique values 0 missing
Hy	numeric	1031 unique values 0 missing
nR12	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	1896 unique values 0 missing
TIE	numeric	3595 unique values 0 missing
ATSC3v	numeric	3213 unique values 0 missing
D.Dtr09	numeric	967 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1800 unique values 0 missing
TPC	numeric	1754 unique values 0 missing
ATSC4e	numeric	1164 unique values 0 missing
D.Dtr10	numeric	1348 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1363 unique values 0 missing
TPSA.NO.	numeric	1067 unique values 0 missing
ATSC4i	numeric	1964 unique values 0 missing
D.Dtr11	numeric	509 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR.CHX	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1511 unique values 0 missing
TPSA.Tot.	numeric	1161 unique values 0 missing
ATSC4m	numeric	3490 unique values 0 missing
D.Dtr12	numeric	776 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	1656 unique values 0 missing
TRS	numeric	58 unique values 0 missing
ATSC4p	numeric	3313 unique values 0 missing
DECC	numeric	1483 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1799 unique values 0 missing
TWC	numeric	1457 unique values 0 missing
ATSC4s	numeric	3593 unique values 0 missing
DELS	numeric	3536 unique values 0 missing
IAC	numeric	2252 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM08_EA	numeric	1627 unique values 0 missing
Uc	numeric	48 unique values 0 missing
ATSC4v	numeric	3352 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	654 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1502 unique values 0 missing
Ui	numeric	52 unique values 0 missing
ATSC5e	numeric	1375 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	1209 unique values 0 missing
nRCONH2	numeric	4 unique values 0 missing
SM08_EA.dm.	numeric	1062 unique values 0 missing
Uindex	numeric	2881 unique values 0 missing
ATSC5i	numeric	2064 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	1415 unique values 0 missing
nRCONHR	numeric	16 unique values 0 missing
SM08_EA.ed.	numeric	1886 unique values 0 missing
UNIP	numeric	498 unique values 0 missing
ATSC5m	numeric	3550 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	1397 unique values 0 missing
nRCONR2	numeric	5 unique values 0 missing
SM08_EA.ri.	numeric	1845 unique values 0 missing
VAR	numeric	508 unique values 0 missing
ATSC5p	numeric	3369 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	1326 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
SM09_AEA.bo.	numeric	763 unique values 0 missing
Vindex	numeric	285 unique values 0 missing
ATSC5s	numeric	3610 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	1343 unique values 0 missing
nRCOOR	numeric	6 unique values 0 missing
SM09_AEA.dm.	numeric	1537 unique values 0 missing
VvdwMG	numeric	2419 unique values 0 missing
ATSC5v	numeric	3445 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	1144 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1702 unique values 0 missing
VvdwZAZ	numeric	2699 unique values 0 missing
ATSC6e	numeric	1370 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	889 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1879 unique values 0 missing
Vx	numeric	2419 unique values 0 missing
ATSC6i	numeric	2072 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	812 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM09_EA	numeric	1676 unique values 0 missing
Wap	numeric	2745 unique values 0 missing
ATSC6m	numeric	3567 unique values 0 missing
DLS_cons	numeric	65 unique values 0 missing
IDE	numeric	1408 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	1616 unique values 0 missing
X.	numeric	80 unique values 0 missing
ATSC6p	numeric	3367 unique values 0 missing
Dz	numeric	555 unique values 0 missing
IDET	numeric	2987 unique values 0 missing
nRNCS	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	566 unique values 0 missing
X0	numeric	1395 unique values 0 missing
ATSC6s	numeric	3610 unique values 0 missing
ECC	numeric	889 unique values 0 missing
IDM	numeric	1805 unique values 0 missing
nRNH2	numeric	12 unique values 0 missing
SM09_EA.ed.	numeric	1855 unique values 0 missing
X0A	numeric	104 unique values 0 missing
ATSC6v	numeric	3442 unique values 0 missing
Eig01_AEA.bo.	numeric	801 unique values 0 missing
IDMT	numeric	2992 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1943 unique values 0 missing
X0Av	numeric	171 unique values 0 missing
ATSC7e	numeric	1399 unique values 0 missing
Eig01_AEA.dm.	numeric	842 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNR2	numeric	5 unique values 0 missing
SM10_AEA.bo.	numeric	776 unique values 0 missing
X0sol	numeric	1680 unique values 0 missing
ATSC7i	numeric	2106 unique values 0 missing
Eig01_AEA.ed.	numeric	820 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	1220 unique values 0 missing
X0v	numeric	2853 unique values 0 missing
ATSC7m	numeric	3549 unique values 0 missing
Eig01_AEA.ri.	numeric	786 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROH	numeric	8 unique values 0 missing
SM10_AEA.ed.	numeric	1774 unique values 0 missing
X1	numeric	2215 unique values 0 missing
ATSC7p	numeric	3351 unique values 0 missing
Eig01_EA	numeric	763 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM10_AEA.ri.	numeric	2022 unique values 0 missing
X1A	numeric	89 unique values 0 missing
ATSC7s	numeric	3623 unique values 0 missing
Eig01_EA.bo.	numeric	781 unique values 0 missing
ISIZ	numeric	201 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM10_EA	numeric	1761 unique values 0 missing
X1Av	numeric	141 unique values 0 missing
ATSC7v	numeric	3451 unique values 0 missing
Eig01_EA.dm.	numeric	251 unique values 0 missing
IVDE	numeric	631 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	1631 unique values 0 missing
X1Kup	numeric	2876 unique values 0 missing
ATSC8e	numeric	1314 unique values 0 missing
Eig01_EA.ed.	numeric	1220 unique values 0 missing
IVDM	numeric	922 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	938 unique values 0 missing
X1Mad	numeric	2962 unique values 0 missing
ATSC8i	numeric	2092 unique values 0 missing
Eig01_EA.ri.	numeric	802 unique values 0 missing
JGI1	numeric	191 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1886 unique values 0 missing
X1MulPer	numeric	2868 unique values 0 missing
ATSC8m	numeric	3543 unique values 0 missing
Eig02_AEA.bo.	numeric	783 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	2023 unique values 0 missing
X1Per	numeric	2796 unique values 0 missing
ATSC8p	numeric	3354 unique values 0 missing
Eig02_AEA.dm.	numeric	1025 unique values 0 missing
JGI2	numeric	91 unique values 0 missing
NsCH3	numeric	11 unique values 0 missing
SM11_AEA.bo.	numeric	814 unique values 0 missing
X1sol	numeric	2385 unique values 0 missing
ATSC8s	numeric	3607 unique values 0 missing
Eig02_AEA.ed.	numeric	1004 unique values 0 missing
JGI3	numeric	63 unique values 0 missing
NsCl	numeric	7 unique values 0 missing
SM11_AEA.dm.	numeric	1551 unique values 0 missing
X1v	numeric	2906 unique values 0 missing
ATSC8v	numeric	3439 unique values 0 missing
Eig02_AEA.ri.	numeric	806 unique values 0 missing
JGI4	numeric	56 unique values 0 missing
NsF	numeric	8 unique values 0 missing
SM11_AEA.ed.	numeric	1816 unique values 0 missing
X2	numeric	2595 unique values 0 missing
BAC	numeric	263 unique values 0 missing
Eig02_EA	numeric	776 unique values 0 missing
JGI5	numeric	42 unique values 0 missing
nSH	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	781 unique values 0 missing
X2A	numeric	101 unique values 0 missing
BBI	numeric	143 unique values 0 missing
Eig02_EA.bo.	numeric	832 unique values 0 missing
JGI6	numeric	31 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA	numeric	1865 unique values 0 missing
X2Av	numeric	118 unique values 0 missing
BIC0	numeric	191 unique values 0 missing
Eig02_EA.dm.	numeric	270 unique values 0 missing
JGI7	numeric	34 unique values 0 missing
nSK	numeric	111 unique values 0 missing
SM11_EA.bo.	numeric	1758 unique values 0 missing
X2sol	numeric	2664 unique values 0 missing
BIC1	numeric	330 unique values 0 missing
Eig02_EA.ed.	numeric	1551 unique values 0 missing
JGI8	numeric	27 unique values 0 missing
NsNH2	numeric	14 unique values 0 missing
SM11_EA.dm.	numeric	540 unique values 0 missing
X2v	numeric	2971 unique values 0 missing
BIC2	numeric	319 unique values 0 missing
Eig02_EA.ri.	numeric	785 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1822 unique values 0 missing
X3	numeric	2611 unique values 0 missing
BIC3	numeric	241 unique values 0 missing
Eig03_AEA.bo.	numeric	802 unique values 0 missing
JGT	numeric	360 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	2021 unique values 0 missing
X3A	numeric	81 unique values 0 missing
BIC4	numeric	202 unique values 0 missing
Eig03_AEA.dm.	numeric	1115 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	899 unique values 0 missing
X3Av	numeric	86 unique values 0 missing
BIC5	numeric	198 unique values 0 missing
Eig03_AEA.ed.	numeric	1155 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1786 unique values 0 missing
X3sol	numeric	2688 unique values 0 missing
BID	numeric	289 unique values 0 missing
Eig03_AEA.ri.	numeric	857 unique values 0 missing
LOC	numeric	889 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1821 unique values 0 missing
X3v	numeric	2908 unique values 0 missing
BLI	numeric	358 unique values 0 missing
Eig03_EA	numeric	814 unique values 0 missing
LPRS	numeric	2980 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	832 unique values 0 missing
X4	numeric	2600 unique values 0 missing
BLTA96	numeric	721 unique values 0 missing
Eig03_EA.bo.	numeric	994 unique values 0 missing
MATS1e	numeric	351 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
SM12_EA	numeric	1896 unique values 0 missing
X4A	numeric	67 unique values 0 missing
BLTD48	numeric	704 unique values 0 missing
Eig03_EA.dm.	numeric	251 unique values 0 missing
MATS1i	numeric	495 unique values 0 missing
NssCH2	numeric	32 unique values 0 missing
SM12_EA.bo.	numeric	1790 unique values 0 missing
X4Av	numeric	64 unique values 0 missing
BLTF96	numeric	657 unique values 0 missing
Eig03_EA.ed.	numeric	1786 unique values 0 missing
MATS1m	numeric	262 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	898 unique values 0 missing
X4sol	numeric	2655 unique values 0 missing
Br.091	numeric	3 unique values 0 missing
Eig03_EA.ri.	numeric	845 unique values 0 missing
MATS1p	numeric	349 unique values 0 missing
NssNH	numeric	16 unique values 0 missing
SM12_EA.ed.	numeric	1834 unique values 0 missing
X4v	numeric	2828 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_AEA.bo.	numeric	883 unique values 0 missing
MATS1s	numeric	341 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM12_EA.ri.	numeric	2095 unique values 0 missing
X5	numeric	2584 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_AEA.dm.	numeric	1201 unique values 0 missing
MATS1v	numeric	194 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.bo.	numeric	1084 unique values 0 missing
X5A	numeric	53 unique values 0 missing
C.	numeric	199 unique values 0 missing
Eig04_AEA.ed.	numeric	1184 unique values 0 missing
MATS2e	numeric	542 unique values 0 missing
NsssCH	numeric	19 unique values 0 missing
SM13_AEA.dm.	numeric	1832 unique values 0 missing
X5Av	numeric	44 unique values 0 missing
C.001	numeric	10 unique values 0 missing
Eig04_AEA.ri.	numeric	969 unique values 0 missing
MATS2i	numeric	484 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	1853 unique values 0 missing
X5sol	numeric	2649 unique values 0 missing
C.002	numeric	28 unique values 0 missing
Eig04_EA	numeric	899 unique values 0 missing
MATS2m	numeric	334 unique values 0 missing
NssssC	numeric	7 unique values 0 missing
SM13_AEA.ri.	numeric	994 unique values 0 missing
X5v	numeric	2752 unique values 0 missing
C.003	numeric	8 unique values 0 missing
Eig04_EA.bo.	numeric	1066 unique values 0 missing
MATS2p	numeric	441 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA	numeric	1914 unique values 0 missing
Xindex	numeric	376 unique values 0 missing
C.004	numeric	5 unique values 0 missing
Eig04_EA.dm.	numeric	266 unique values 0 missing
MATS2s	numeric	463 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1857 unique values 0 missing
XMOD	numeric	3256 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig04_EA.ed.	numeric	1832 unique values 0 missing
MATS2v	numeric	403 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	520 unique values 0 missing
Xt	numeric	180 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig04_EA.ri.	numeric	994 unique values 0 missing
MATS3e	numeric	361 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1805 unique values 0 missing
Xu	numeric	2795 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_AEA.bo.	numeric	1084 unique values 0 missing
MATS3i	numeric	440 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	2138 unique values 0 missing
Yindex	numeric	700 unique values 0 missing
C.008	numeric	16 unique values 0 missing
Eig05_AEA.dm.	numeric	1318 unique values 0 missing
MATS3m	numeric	353 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	1207 unique values 0 missing
ZM1	numeric	218 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	1271 unique values 0 missing
MATS3p	numeric	386 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	1986 unique values 0 missing
ZM1Kup	numeric	2930 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	1177 unique values 0 missing
MATS3s	numeric	338 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1836 unique values 0 missing
ZM1Mad	numeric	3061 unique values 0 missing
C.011	numeric	5 unique values 0 missing
Eig05_EA	numeric	1084 unique values 0 missing
MATS3v	numeric	374 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	1066 unique values 0 missing
ZM1MulPer	numeric	3490 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	1172 unique values 0 missing
MATS4e	numeric	410 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA	numeric	1922 unique values 0 missing
ZM1Per	numeric	3399 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig05_EA.dm.	numeric	245 unique values 0 missing
MATS4i	numeric	379 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	1890 unique values 0 missing
ZM1V	numeric	473 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1986 unique values 0 missing
MATS4m	numeric	372 unique values 0 missing
O.	numeric	140 unique values 0 missing
SM14_EA.dm.	numeric	845 unique values 0 missing
ZM2	numeric	412 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	1158 unique values 0 missing
MATS4p	numeric	348 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM14_EA.ed.	numeric	1771 unique values 0 missing
ZM2Kup	numeric	3382 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig06_AEA.bo.	numeric	1177 unique values 0 missing
MATS4s	numeric	378 unique values 0 missing
O.057	numeric	6 unique values 0 missing
SM14_EA.ri.	numeric	2217 unique values 0 missing
ZM2Mad	numeric	3340 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	1426 unique values 0 missing
MATS4v	numeric	349 unique values 0 missing
O.058	numeric	18 unique values 0 missing
SM15_AEA.bo.	numeric	1250 unique values 0 missing
ZM2MulPer	numeric	3506 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1414 unique values 0 missing
MATS5e	numeric	489 unique values 0 missing
O.059	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	2099 unique values 0 missing
ZM2Per	numeric	3430 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	1294 unique values 0 missing
MATS5i	numeric	449 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM15_AEA.ed.	numeric	1823 unique values 0 missing
ZM2V	numeric	698 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_EA	numeric	1207 unique values 0 missing
MATS5m	numeric	423 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	1172 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	1295 unique values 0 missing
MATS5p	numeric	417 unique values 0 missing
ON0	numeric	368 unique values 0 missing
SM15_EA	numeric	1892 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	241 unique values 0 missing
MATS5s	numeric	496 unique values 0 missing
ON0V	numeric	1237 unique values 0 missing
SM15_EA.bo.	numeric	1939 unique values 0 missing
C.024	numeric	27 unique values 0 missing
Eig06_EA.ed.	numeric	2099 unique values 0 missing
MATS5v	numeric	401 unique values 0 missing
ON1	numeric	874 unique values 0 missing
SM15_EA.dm.	numeric	519 unique values 0 missing
C.025	numeric	12 unique values 0 missing
Eig06_EA.ri.	numeric	1284 unique values 0 missing
MATS6e	numeric	482 unique values 0 missing
ON1V	numeric	2132 unique values 0 missing
SM15_EA.ed.	numeric	1751 unique values 0 missing
C.026	numeric	10 unique values 0 missing
Eig07_AEA.bo.	numeric	1222 unique values 0 missing
MATS6i	numeric	430 unique values 0 missing
PCD	numeric	1858 unique values 0 missing
SM15_EA.ri.	numeric	2182 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig07_AEA.dm.	numeric	1472 unique values 0 missing
MATS6m	numeric	445 unique values 0 missing
PCR	numeric	469 unique values 0 missing
SMTI	numeric	2831 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	1520 unique values 0 missing
MATS6p	numeric	416 unique values 0 missing
PDI	numeric	215 unique values 0 missing
SMTIV	numeric	3407 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	1361 unique values 0 missing
MATS6s	numeric	445 unique values 0 missing
PHI	numeric	2471 unique values 0 missing
SNar	numeric	476 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig07_EA	numeric	1250 unique values 0 missing
MATS6v	numeric	422 unique values 0 missing
piID	numeric	2256 unique values 0 missing
Sp	numeric	2253 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1316 unique values 0 missing
MATS7e	numeric	563 unique values 0 missing
piPC01	numeric	182 unique values 0 missing
SpAD_AEA.bo.	numeric	3093 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	212 unique values 0 missing
MATS7i	numeric	493 unique values 0 missing
piPC02	numeric	475 unique values 0 missing
SpAD_AEA.dm.	numeric	3401 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig07_EA.ed.	numeric	2065 unique values 0 missing
MATS7m	numeric	514 unique values 0 missing
piPC03	numeric	935 unique values 0 missing
SpAD_AEA.ed.	numeric	2928 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig07_EA.ri.	numeric	1326 unique values 0 missing
MATS7p	numeric	477 unique values 0 missing
piPC04	numeric	1186 unique values 0 missing
SpAD_AEA.ri.	numeric	3414 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	1247 unique values 0 missing
MATS7s	numeric	526 unique values 0 missing
piPC05	numeric	1308 unique values 0 missing
SpAD_EA	numeric	2893 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1512 unique values 0 missing
MATS7v	numeric	471 unique values 0 missing
piPC06	numeric	1534 unique values 0 missing
SpAD_EA.bo.	numeric	3089 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1515 unique values 0 missing
MATS8e	numeric	572 unique values 0 missing
piPC07	numeric	1700 unique values 0 missing
SpAD_EA.dm.	numeric	1265 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1341 unique values 0 missing
MATS8i	numeric	496 unique values 0 missing
piPC08	numeric	1835 unique values 0 missing
SpAD_EA.ed.	numeric	2972 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig08_EA	numeric	1276 unique values 0 missing
MATS8m	numeric	627 unique values 0 missing
piPC09	numeric	1921 unique values 0 missing
SpAD_EA.ri.	numeric	3400 unique values 0 missing
C.040	numeric	18 unique values 0 missing
Eig08_EA.bo.	numeric	1334 unique values 0 missing
MATS8p	numeric	525 unique values 0 missing
piPC10	numeric	2004 unique values 0 missing
SpDiam_AEA.bo.	numeric	849 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig08_EA.dm.	numeric	173 unique values 0 missing
MATS8s	numeric	586 unique values 0 missing
PJI2	numeric	31 unique values 0 missing
SpDiam_AEA.dm.	numeric	842 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	1989 unique values 0 missing
MATS8v	numeric	590 unique values 0 missing
Pol	numeric	155 unique values 0 missing
SpDiam_AEA.ed.	numeric	1233 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1289 unique values 0 missing
MAXDN	numeric	1857 unique values 0 missing
Psi_e_0	numeric	2892 unique values 0 missing
SpDiam_AEA.ri.	numeric	980 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	1295 unique values 0 missing
MAXDP	numeric	2413 unique values 0 missing
Psi_e_0d	numeric	4 unique values 0 missing
SpDiam_EA	numeric	762 unique values 0 missing
CATS2D_00_DD	numeric	14 unique values 0 missing
Eig09_AEA.dm.	numeric	1455 unique values 0 missing
MCD	numeric	434 unique values 0 missing
Psi_e_1	numeric	2578 unique values 0 missing
SpDiam_EA.bo.	numeric	802 unique values 0 missing
CATS2D_00_DP	numeric	14 unique values 0 missing
Eig09_AEA.ed.	numeric	1471 unique values 0 missing
MDDD	numeric	2855 unique values 0 missing
Psi_e_A	numeric	992 unique values 0 missing
SpDiam_EA.dm.	numeric	318 unique values 0 missing
CATS2D_00_PP	numeric	14 unique values 0 missing
Eig09_AEA.ri.	numeric	1344 unique values 0 missing
Me	numeric	87 unique values 0 missing
Psi_i_0	numeric	2951 unique values 0 missing
SpDiam_EA.ed.	numeric	1494 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig09_EA	numeric	1246 unique values 0 missing
Mi	numeric	72 unique values 0 missing
Psi_i_0d	numeric	2 unique values 0 missing
SpDiam_EA.ri.	numeric	808 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	1409 unique values 0 missing
MLOGP	numeric	2058 unique values 0 missing
Psi_i_1	numeric	3135 unique values 0 missing
SPI	numeric	2732 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	132 unique values 0 missing
MLOGP2	numeric	2433 unique values 0 missing
Psi_i_1d	numeric	3 unique values 0 missing
SpMAD_AEA.bo.	numeric	232 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	1911 unique values 0 missing
Mp	numeric	180 unique values 0 missing
Psi_i_A	numeric	992 unique values 0 missing
SpMAD_AEA.dm.	numeric	280 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	1332 unique values 0 missing
MPC01	numeric	109 unique values 0 missing
Psi_i_s	numeric	1369 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

4085

Number of instances (rows) of the dataset.

NumberOfFeatures

1421

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

1420

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanKurtosisOfNumericAtts

102.04

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

345.7

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.22

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

-0.16

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

3.47

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

Dimensionality

0.35

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.62

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.87

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

1203.36

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

1.2

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

-1.99

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.48

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

MaxKurtosisOfNumericAtts

4085

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.25

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

194892.5

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

12.68

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.57

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-63.91

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

63.91

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

3.2

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

1030134.84

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.62

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.97

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

0.19

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

Show all 62 properties