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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL335

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: CHEMBL335 (TID: 13061), and it has 2063 rows and 1417 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).

1419 features

pXC50 (target)	numeric	892 unique values 0 missing
molecule_id (row identifier)	nominal	2063 unique values 0 missing
CATS2D_07_NL	numeric	10 unique values 0 missing
GATS1p	numeric	724 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SddsN	numeric	43 unique values 0 missing
SpMin3_Bh.i.	numeric	545 unique values 0 missing
AAC	numeric	766 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS1s	numeric	507 unique values 0 missing
nCR3X	numeric	2 unique values 0 missing
SddssS	numeric	390 unique values 0 missing
SpMin3_Bh.m.	numeric	535 unique values 0 missing
AECC	numeric	1298 unique values 0 missing
CATS2D_07_PL	numeric	4 unique values 0 missing
GATS1v	numeric	534 unique values 0 missing
nCrq	numeric	7 unique values 0 missing
SdNH	numeric	2 unique values 0 missing
SpMin3_Bh.p.	numeric	481 unique values 0 missing
ALOGP	numeric	1539 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS2e	numeric	646 unique values 0 missing
nCrs	numeric	15 unique values 0 missing
SdO	numeric	1737 unique values 0 missing
SpMin3_Bh.s.	numeric	649 unique values 0 missing
ALOGP2	numeric	1694 unique values 0 missing
CATS2D_08_AA	numeric	14 unique values 0 missing
GATS2i	numeric	546 unique values 0 missing
nCrt	numeric	8 unique values 0 missing
SdS	numeric	9 unique values 0 missing
SpMin3_Bh.v.	numeric	481 unique values 0 missing
AMR	numeric	1716 unique values 0 missing
CATS2D_08_AL	numeric	38 unique values 0 missing
GATS2m	numeric	470 unique values 0 missing
nCRX3	numeric	4 unique values 0 missing
SdsCH	numeric	626 unique values 0 missing
SpMin4_Bh.e.	numeric	695 unique values 0 missing
AMW	numeric	1328 unique values 0 missing
CATS2D_08_AN	numeric	6 unique values 0 missing
GATS2p	numeric	564 unique values 0 missing
nCs	numeric	24 unique values 0 missing
SdsN	numeric	121 unique values 0 missing
SpMin4_Bh.i.	numeric	660 unique values 0 missing
ARR	numeric	293 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2s	numeric	474 unique values 0 missing
nCsp	numeric	3 unique values 0 missing
SdssC	numeric	1436 unique values 0 missing
SpMin4_Bh.m.	numeric	687 unique values 0 missing
ATS1e	numeric	936 unique values 0 missing
CATS2D_08_DA	numeric	17 unique values 0 missing
GATS2v	numeric	456 unique values 0 missing
nCsp2	numeric	39 unique values 0 missing
SdssS	numeric	3 unique values 0 missing
SpMin4_Bh.p.	numeric	626 unique values 0 missing
ATS1i	numeric	965 unique values 0 missing
CATS2D_08_DD	numeric	8 unique values 0 missing
GATS3e	numeric	665 unique values 0 missing
nCsp3	numeric	38 unique values 0 missing
SdsssP	numeric	152 unique values 0 missing
SpMin4_Bh.s.	numeric	723 unique values 0 missing
ATS1m	numeric	898 unique values 0 missing
CATS2D_08_DL	numeric	25 unique values 0 missing
GATS3i	numeric	478 unique values 0 missing
nCt	numeric	9 unique values 0 missing
Se	numeric	1529 unique values 0 missing
SpMin4_Bh.v.	numeric	636 unique values 0 missing
ATS1p	numeric	915 unique values 0 missing
CATS2D_08_DN	numeric	5 unique values 0 missing
GATS3m	numeric	532 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Si	numeric	1548 unique values 0 missing
SpMin5_Bh.e.	numeric	747 unique values 0 missing
ATS1s	numeric	913 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3p	numeric	569 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	739 unique values 0 missing
ATS1v	numeric	922 unique values 0 missing
CATS2D_08_LL	numeric	54 unique values 0 missing
GATS3s	numeric	633 unique values 0 missing
nDB	numeric	16 unique values 0 missing
SIC0	numeric	265 unique values 0 missing
SpMin5_Bh.m.	numeric	733 unique values 0 missing
ATS2e	numeric	995 unique values 0 missing
CATS2D_08_NL	numeric	10 unique values 0 missing
GATS3v	numeric	481 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC1	numeric	406 unique values 0 missing
SpMin5_Bh.p.	numeric	727 unique values 0 missing
ATS2i	numeric	1034 unique values 0 missing
CATS2D_08_NN	numeric	3 unique values 0 missing
GATS4e	numeric	713 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC2	numeric	343 unique values 0 missing
SpMin5_Bh.s.	numeric	722 unique values 0 missing
ATS2m	numeric	936 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4i	numeric	422 unique values 0 missing
NddssS	numeric	5 unique values 0 missing
SIC3	numeric	291 unique values 0 missing
SpMin5_Bh.v.	numeric	698 unique values 0 missing
ATS2p	numeric	946 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4m	numeric	549 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SIC4	numeric	248 unique values 0 missing
SpMin6_Bh.e.	numeric	748 unique values 0 missing
ATS2s	numeric	1048 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4p	numeric	496 unique values 0 missing
NdO	numeric	15 unique values 0 missing
SIC5	numeric	237 unique values 0 missing
SpMin6_Bh.i.	numeric	739 unique values 0 missing
ATS2v	numeric	948 unique values 0 missing
CATS2D_09_AA	numeric	11 unique values 0 missing
GATS4s	numeric	727 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	623 unique values 0 missing
SpMin6_Bh.m.	numeric	743 unique values 0 missing
ATS3e	numeric	1087 unique values 0 missing
CATS2D_09_AL	numeric	37 unique values 0 missing
GATS4v	numeric	423 unique values 0 missing
NdsCH	numeric	8 unique values 0 missing
SM02_AEA.dm.	numeric	940 unique values 0 missing
SpMin6_Bh.p.	numeric	750 unique values 0 missing
ATS3i	numeric	1079 unique values 0 missing
CATS2D_09_AN	numeric	8 unique values 0 missing
GATS5e	numeric	770 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM02_AEA.ed.	numeric	326 unique values 0 missing
SpMin6_Bh.s.	numeric	714 unique values 0 missing
ATS3m	numeric	1011 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5i	numeric	473 unique values 0 missing
NdssC	numeric	15 unique values 0 missing
SM02_AEA.ri.	numeric	1315 unique values 0 missing
SpMin6_Bh.v.	numeric	754 unique values 0 missing
ATS3p	numeric	1075 unique values 0 missing
CATS2D_09_DA	numeric	15 unique values 0 missing
GATS5m	numeric	685 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA	numeric	94 unique values 0 missing
SpMin7_Bh.e.	numeric	750 unique values 0 missing
ATS3s	numeric	1064 unique values 0 missing
CATS2D_09_DD	numeric	10 unique values 0 missing
GATS5p	numeric	533 unique values 0 missing
NdsssP	numeric	4 unique values 0 missing
SM02_EA.bo.	numeric	418 unique values 0 missing
SpMin7_Bh.i.	numeric	765 unique values 0 missing
ATS3v	numeric	1041 unique values 0 missing
CATS2D_09_DL	numeric	21 unique values 0 missing
GATS5s	numeric	821 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	674 unique values 0 missing
SpMin7_Bh.m.	numeric	773 unique values 0 missing
ATS4e	numeric	1162 unique values 0 missing
CATS2D_09_DN	numeric	7 unique values 0 missing
GATS5v	numeric	426 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	656 unique values 0 missing
SpMin7_Bh.p.	numeric	768 unique values 0 missing
ATS4i	numeric	1174 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS6e	numeric	854 unique values 0 missing
nF	numeric	10 unique values 0 missing
SM02_EA.ri.	numeric	884 unique values 0 missing
SpMin7_Bh.s.	numeric	714 unique values 0 missing
ATS4m	numeric	1101 unique values 0 missing
CATS2D_09_LL	numeric	50 unique values 0 missing
GATS6i	numeric	578 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	823 unique values 0 missing
SpMin7_Bh.v.	numeric	778 unique values 0 missing
ATS4p	numeric	1150 unique values 0 missing
CATS2D_09_NL	numeric	10 unique values 0 missing
GATS6m	numeric	710 unique values 0 missing
nH	numeric	71 unique values 0 missing
SM03_AEA.dm.	numeric	924 unique values 0 missing
SpMin8_Bh.e.	numeric	737 unique values 0 missing
ATS4s	numeric	1112 unique values 0 missing
CATS2D_09_NN	numeric	3 unique values 0 missing
GATS6p	numeric	630 unique values 0 missing
nHAcc	numeric	26 unique values 0 missing
SM03_AEA.ed.	numeric	867 unique values 0 missing
SpMin8_Bh.i.	numeric	748 unique values 0 missing
ATS4v	numeric	1139 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	884 unique values 0 missing
nHDon	numeric	17 unique values 0 missing
SM03_AEA.ri.	numeric	1242 unique values 0 missing
SpMin8_Bh.m.	numeric	769 unique values 0 missing
ATS5e	numeric	1208 unique values 0 missing
CATS2D_09_PN	numeric	3 unique values 0 missing
GATS6v	numeric	450 unique values 0 missing
nHet	numeric	30 unique values 0 missing
SM03_EA	numeric	40 unique values 0 missing
SpMin8_Bh.p.	numeric	800 unique values 0 missing
ATS5i	numeric	1240 unique values 0 missing
CENT	numeric	1363 unique values 0 missing
GATS7e	numeric	894 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM03_EA.bo.	numeric	182 unique values 0 missing
SpMin8_Bh.s.	numeric	627 unique values 0 missing
ATS5m	numeric	1145 unique values 0 missing
Chi0_AEA.bo.	numeric	1293 unique values 0 missing
GATS7i	numeric	555 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	190 unique values 0 missing
SpMin8_Bh.v.	numeric	781 unique values 0 missing
ATS5p	numeric	1194 unique values 0 missing
Chi0_AEA.dm.	numeric	1293 unique values 0 missing
GATS7m	numeric	711 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	739 unique values 0 missing
SRW02	numeric	66 unique values 0 missing
ATS5s	numeric	1209 unique values 0 missing
Chi0_AEA.ed.	numeric	1293 unique values 0 missing
GATS7p	numeric	528 unique values 0 missing
nIsoxazoles	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	794 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS5v	numeric	1203 unique values 0 missing
Chi0_AEA.ri.	numeric	1293 unique values 0 missing
GATS7s	numeric	945 unique values 0 missing
nN	numeric	13 unique values 0 missing
SM04_AEA.bo.	numeric	885 unique values 0 missing
SRW04	numeric	213 unique values 0 missing
ATS6e	numeric	1258 unique values 0 missing
Chi0_EA	numeric	1293 unique values 0 missing
GATS7v	numeric	448 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	940 unique values 0 missing
SRW05	numeric	7 unique values 0 missing
ATS6i	numeric	1271 unique values 0 missing
Chi0_EA.bo.	numeric	1532 unique values 0 missing
GATS8e	numeric	949 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	981 unique values 0 missing
SRW06	numeric	672 unique values 0 missing
ATS6m	numeric	1205 unique values 0 missing
Chi0_EA.dm.	numeric	1508 unique values 0 missing
GATS8i	numeric	565 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1210 unique values 0 missing
SRW07	numeric	24 unique values 0 missing
ATS6p	numeric	1271 unique values 0 missing
Chi0_EA.ed.	numeric	1556 unique values 0 missing
GATS8m	numeric	760 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA	numeric	447 unique values 0 missing
SRW08	numeric	932 unique values 0 missing
ATS6s	numeric	1235 unique values 0 missing
Chi0_EA.ri.	numeric	1745 unique values 0 missing
GATS8p	numeric	612 unique values 0 missing
nN.N.1	numeric	3 unique values 0 missing
SM04_EA.bo.	numeric	911 unique values 0 missing
SRW09	numeric	90 unique values 0 missing
ATS6v	numeric	1228 unique values 0 missing
Chi1_AEA.bo.	numeric	1481 unique values 0 missing
GATS8s	numeric	987 unique values 0 missing
NNRS	numeric	19 unique values 0 missing
SM04_EA.dm.	numeric	744 unique values 0 missing
SRW10	numeric	992 unique values 0 missing
ATS7e	numeric	1307 unique values 0 missing
Chi1_AEA.dm.	numeric	1481 unique values 0 missing
GATS8v	numeric	485 unique values 0 missing
nO	numeric	23 unique values 0 missing
SM04_EA.ed.	numeric	1138 unique values 0 missing
SsBr	numeric	220 unique values 0 missing
ATS7i	numeric	1286 unique values 0 missing
Chi1_AEA.ed.	numeric	1481 unique values 0 missing
GGI1	numeric	40 unique values 0 missing
nO.C.O.2	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	1046 unique values 0 missing
SsCH3	numeric	1061 unique values 0 missing
ATS7m	numeric	1220 unique values 0 missing
Chi1_AEA.ri.	numeric	1481 unique values 0 missing
GGI10	numeric	477 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	899 unique values 0 missing
SsCl	numeric	156 unique values 0 missing
ATS7p	numeric	1315 unique values 0 missing
Chi1_EA	numeric	1481 unique values 0 missing
GGI2	numeric	61 unique values 0 missing
nOHs	numeric	6 unique values 0 missing
SM05_AEA.dm.	numeric	970 unique values 0 missing
SsF	numeric	394 unique values 0 missing
ATS7s	numeric	1242 unique values 0 missing
Chi1_EA.bo.	numeric	1622 unique values 0 missing
GGI3	numeric	428 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	1050 unique values 0 missing
SsI	numeric	10 unique values 0 missing
ATS7v	numeric	1250 unique values 0 missing
Chi1_EA.dm.	numeric	1586 unique values 0 missing
GGI4	numeric	1050 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1227 unique values 0 missing
SsNH2	numeric	145 unique values 0 missing
ATS8e	numeric	1334 unique values 0 missing
Chi1_EA.ed.	numeric	1439 unique values 0 missing
GGI5	numeric	773 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA	numeric	262 unique values 0 missing
SsOH	numeric	1369 unique values 0 missing
ATS8i	numeric	1301 unique values 0 missing
Chi1_EA.ri.	numeric	1812 unique values 0 missing
GGI6	numeric	916 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	950 unique values 0 missing
SssCH2	numeric	1441 unique values 0 missing
ATS8m	numeric	1232 unique values 0 missing
CIC0	numeric	1099 unique values 0 missing
GGI7	numeric	787 unique values 0 missing
nP	numeric	4 unique values 0 missing
SM05_EA.dm.	numeric	295 unique values 0 missing
SsSH	numeric	3 unique values 0 missing
ATS8p	numeric	1277 unique values 0 missing
CIC1	numeric	1202 unique values 0 missing
GGI8	numeric	696 unique values 0 missing
nPO4	numeric	4 unique values 0 missing
SM05_EA.ed.	numeric	1180 unique values 0 missing
SssNH	numeric	722 unique values 0 missing
ATS8s	numeric	1273 unique values 0 missing
CIC2	numeric	1121 unique values 0 missing
GGI9	numeric	632 unique values 0 missing
nP..O.O2R	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	1078 unique values 0 missing
SssO	numeric	971 unique values 0 missing
ATS8v	numeric	1287 unique values 0 missing
CIC3	numeric	958 unique values 0 missing
GMTI	numeric	1633 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	970 unique values 0 missing
SssS	numeric	150 unique values 0 missing
ATSC1e	numeric	475 unique values 0 missing
CIC4	numeric	770 unique values 0 missing
GMTIV	numeric	1868 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	961 unique values 0 missing
SsssCH	numeric	849 unique values 0 missing
ATSC1i	numeric	889 unique values 0 missing
CIC5	numeric	723 unique values 0 missing
GNar	numeric	351 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1076 unique values 0 missing
SsssN	numeric	400 unique values 0 missing
ATSC1m	numeric	1594 unique values 0 missing
CID	numeric	783 unique values 0 missing
H.	numeric	288 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1186 unique values 0 missing
SssssC	numeric	567 unique values 0 missing
ATSC1p	numeric	1503 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
H.046	numeric	53 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_EA	numeric	1053 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATSC1s	numeric	1779 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.047	numeric	44 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	1025 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATSC1v	numeric	1514 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	704 unique values 0 missing
StN	numeric	30 unique values 0 missing
ATSC2e	numeric	920 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1188 unique values 0 missing
StsC	numeric	49 unique values 0 missing
ATSC2i	numeric	1156 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	17 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	1149 unique values 0 missing
Sv	numeric	1558 unique values 0 missing
ATSC2m	numeric	1687 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM07_AEA.bo.	numeric	1002 unique values 0 missing
TIC0	numeric	1495 unique values 0 missing
ATSC2p	numeric	1618 unique values 0 missing
CSI	numeric	1062 unique values 0 missing
H.052	numeric	22 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	1009 unique values 0 missing
TIC1	numeric	1643 unique values 0 missing
ATSC2s	numeric	1917 unique values 0 missing
DBI	numeric	118 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1116 unique values 0 missing
TIC2	numeric	1760 unique values 0 missing
ATSC2v	numeric	1633 unique values 0 missing
D.Dtr03	numeric	5 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1196 unique values 0 missing
TIC3	numeric	1594 unique values 0 missing
ATSC3e	numeric	1046 unique values 0 missing
D.Dtr05	numeric	953 unique values 0 missing
HDcpx	numeric	362 unique values 0 missing
nR10	numeric	8 unique values 0 missing
SM07_EA	numeric	910 unique values 0 missing
TIC4	numeric	1379 unique values 0 missing
ATSC3i	numeric	1317 unique values 0 missing
D.Dtr06	numeric	1625 unique values 0 missing
HNar	numeric	385 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1100 unique values 0 missing
TIC5	numeric	1341 unique values 0 missing
ATSC3m	numeric	1806 unique values 0 missing
D.Dtr07	numeric	19 unique values 0 missing
HVcpx	numeric	979 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	317 unique values 0 missing
TIE	numeric	1966 unique values 0 missing
ATSC3p	numeric	1755 unique values 0 missing
D.Dtr08	numeric	9 unique values 0 missing
Hy	numeric	857 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1235 unique values 0 missing
TPC	numeric	1133 unique values 0 missing
ATSC3s	numeric	1944 unique values 0 missing
D.Dtr09	numeric	440 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1184 unique values 0 missing
TPSA.NO.	numeric	692 unique values 0 missing
ATSC3v	numeric	1752 unique values 0 missing
D.Dtr10	numeric	578 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1037 unique values 0 missing
TPSA.Tot.	numeric	782 unique values 0 missing
ATSC4e	numeric	1145 unique values 0 missing
D.Dtr11	numeric	12 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	999 unique values 0 missing
TRS	numeric	29 unique values 0 missing
ATSC4i	numeric	1388 unique values 0 missing
D.Dtr12	numeric	10 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1148 unique values 0 missing
TWC	numeric	1032 unique values 0 missing
ATSC4m	numeric	1907 unique values 0 missing
DECC	numeric	1102 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCO	numeric	5 unique values 0 missing
SM08_AEA.ri.	numeric	1162 unique values 0 missing
Uc	numeric	45 unique values 0 missing
ATSC4p	numeric	1831 unique values 0 missing
DELS	numeric	1946 unique values 0 missing
IAC	numeric	1495 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA	numeric	1145 unique values 0 missing
Ui	numeric	48 unique values 0 missing
ATSC4s	numeric	1968 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	766 unique values 0 missing
nRCONHR	numeric	9 unique values 0 missing
SM08_EA.bo.	numeric	1111 unique values 0 missing
Uindex	numeric	1637 unique values 0 missing
ATSC4v	numeric	1873 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	991 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	647 unique values 0 missing
UNIP	numeric	362 unique values 0 missing
ATSC5e	numeric	1166 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	1099 unique values 0 missing
nRCOOH	numeric	6 unique values 0 missing
SM08_EA.ed.	numeric	1271 unique values 0 missing
VAR	numeric	382 unique values 0 missing
ATSC5i	numeric	1422 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC3	numeric	1053 unique values 0 missing
nRCOOR	numeric	5 unique values 0 missing
SM08_EA.ri.	numeric	1227 unique values 0 missing
Vindex	numeric	292 unique values 0 missing
ATSC5m	numeric	1933 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	999 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	503 unique values 0 missing
VvdwMG	numeric	1531 unique values 0 missing
ATSC5p	numeric	1887 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC5	numeric	962 unique values 0 missing
nR.Cs	numeric	10 unique values 0 missing
SM09_AEA.dm.	numeric	1005 unique values 0 missing
VvdwZAZ	numeric	1588 unique values 0 missing
ATSC5s	numeric	1970 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	867 unique values 0 missing
nR.Ct	numeric	6 unique values 0 missing
SM09_AEA.ed.	numeric	1168 unique values 0 missing
Vx	numeric	1531 unique values 0 missing
ATSC5v	numeric	1892 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	696 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	1181 unique values 0 missing
Wap	numeric	1504 unique values 0 missing
ATSC6e	numeric	1156 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	599 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA	numeric	1160 unique values 0 missing
X.	numeric	102 unique values 0 missing
ATSC6i	numeric	1429 unique values 0 missing
DLS_cons	numeric	75 unique values 0 missing
IDE	numeric	1024 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	1186 unique values 0 missing
X0	numeric	991 unique values 0 missing
ATSC6m	numeric	1949 unique values 0 missing
Dz	numeric	515 unique values 0 missing
IDET	numeric	1670 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	309 unique values 0 missing
X0A	numeric	106 unique values 0 missing
ATSC6p	numeric	1881 unique values 0 missing
ECC	numeric	735 unique values 0 missing
IDM	numeric	1256 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1291 unique values 0 missing
X0Av	numeric	212 unique values 0 missing
ATSC6s	numeric	1970 unique values 0 missing
Eig01_AEA.bo.	numeric	541 unique values 0 missing
IDMT	numeric	1674 unique values 0 missing
nROH	numeric	10 unique values 0 missing
SM09_EA.ri.	numeric	1271 unique values 0 missing
X0sol	numeric	1191 unique values 0 missing
ATSC6v	numeric	1895 unique values 0 missing
Eig01_AEA.dm.	numeric	550 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nROR	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	692 unique values 0 missing
X0v	numeric	1619 unique values 0 missing
ATSC7e	numeric	1173 unique values 0 missing
Eig01_AEA.ed.	numeric	551 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NRS	numeric	9 unique values 0 missing
SM10_AEA.dm.	numeric	755 unique values 0 missing
X1	numeric	1359 unique values 0 missing
ATSC7i	numeric	1417 unique values 0 missing
Eig01_AEA.ri.	numeric	549 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1188 unique values 0 missing
X1A	numeric	77 unique values 0 missing
ATSC7m	numeric	1930 unique values 0 missing
Eig01_EA	numeric	503 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1165 unique values 0 missing
X1Av	numeric	175 unique values 0 missing
ATSC7p	numeric	1886 unique values 0 missing
Eig01_EA.bo.	numeric	600 unique values 0 missing
ISIZ	numeric	117 unique values 0 missing
nS	numeric	5 unique values 0 missing
SM10_EA	numeric	1203 unique values 0 missing
X1Kup	numeric	1679 unique values 0 missing
ATSC7s	numeric	1959 unique values 0 missing
Eig01_EA.dm.	numeric	164 unique values 0 missing
IVDE	numeric	530 unique values 0 missing
NsBr	numeric	7 unique values 0 missing
SM10_EA.bo.	numeric	1179 unique values 0 missing
X1Mad	numeric	1693 unique values 0 missing
ATSC7v	numeric	1894 unique values 0 missing
Eig01_EA.ed.	numeric	755 unique values 0 missing
IVDM	numeric	692 unique values 0 missing
NsCH3	numeric	13 unique values 0 missing
SM10_EA.dm.	numeric	598 unique values 0 missing
X1MulPer	numeric	1659 unique values 0 missing
ATSC8e	numeric	1143 unique values 0 missing
Eig01_EA.ri.	numeric	572 unique values 0 missing
JGI1	numeric	226 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	1267 unique values 0 missing
X1Per	numeric	1689 unique values 0 missing
ATSC8i	numeric	1447 unique values 0 missing
Eig02_AEA.bo.	numeric	653 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
NsF	numeric	10 unique values 0 missing
SM10_EA.ri.	numeric	1297 unique values 0 missing
X1sol	numeric	1459 unique values 0 missing
ATSC8m	numeric	1916 unique values 0 missing
Eig02_AEA.dm.	numeric	714 unique values 0 missing
JGI2	numeric	110 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	782 unique values 0 missing
X1v	numeric	1691 unique values 0 missing
ATSC8p	numeric	1871 unique values 0 missing
Eig02_AEA.ed.	numeric	730 unique values 0 missing
JGI3	numeric	68 unique values 0 missing
nSK	numeric	65 unique values 0 missing
SM11_AEA.dm.	numeric	997 unique values 0 missing
X2	numeric	1540 unique values 0 missing
ATSC8s	numeric	1941 unique values 0 missing
Eig02_AEA.ri.	numeric	705 unique values 0 missing
JGI4	numeric	52 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM11_AEA.ed.	numeric	1208 unique values 0 missing
X2A	numeric	84 unique values 0 missing
ATSC8v	numeric	1885 unique values 0 missing
Eig02_EA	numeric	692 unique values 0 missing
JGI5	numeric	43 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	600 unique values 0 missing
X2Av	numeric	142 unique values 0 missing
BAC	numeric	237 unique values 0 missing
Eig02_EA.bo.	numeric	720 unique values 0 missing
JGI6	numeric	36 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA	numeric	1220 unique values 0 missing
X2sol	numeric	1605 unique values 0 missing
BBI	numeric	94 unique values 0 missing
Eig02_EA.dm.	numeric	166 unique values 0 missing
JGI7	numeric	29 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1219 unique values 0 missing
X2v	numeric	1778 unique values 0 missing
BIC0	numeric	239 unique values 0 missing
Eig02_EA.ed.	numeric	997 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
nSO2OH	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	307 unique values 0 missing
X3	numeric	1554 unique values 0 missing
BIC1	numeric	370 unique values 0 missing
Eig02_EA.ri.	numeric	678 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
nSO3	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	1276 unique values 0 missing
X3A	numeric	70 unique values 0 missing
BIC2	numeric	308 unique values 0 missing
Eig03_AEA.bo.	numeric	745 unique values 0 missing
JGT	numeric	419 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1354 unique values 0 missing
X3Av	numeric	106 unique values 0 missing
BIC3	numeric	254 unique values 0 missing
Eig03_AEA.dm.	numeric	832 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsOH	numeric	12 unique values 0 missing
SM12_AEA.bo.	numeric	814 unique values 0 missing
X3sol	numeric	1608 unique values 0 missing
BIC4	numeric	227 unique values 0 missing
Eig03_AEA.ed.	numeric	834 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
NssCH2	numeric	20 unique values 0 missing
SM12_AEA.dm.	numeric	1138 unique values 0 missing
X3v	numeric	1768 unique values 0 missing
BIC5	numeric	213 unique values 0 missing
Eig03_AEA.ri.	numeric	827 unique values 0 missing
LOC	numeric	809 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1234 unique values 0 missing
X4	numeric	1539 unique values 0 missing
BID	numeric	214 unique values 0 missing
Eig03_EA	numeric	782 unique values 0 missing
LPRS	numeric	1670 unique values 0 missing
NssNH	numeric	9 unique values 0 missing
SM12_AEA.ri.	numeric	720 unique values 0 missing
X4A	numeric	54 unique values 0 missing
BLI	numeric	434 unique values 0 missing
Eig03_EA.bo.	numeric	806 unique values 0 missing
MATS1e	numeric	378 unique values 0 missing
NssO	numeric	10 unique values 0 missing
SM12_EA	numeric	1225 unique values 0 missing
X4Av	numeric	75 unique values 0 missing
BLTA96	numeric	608 unique values 0 missing
Eig03_EA.dm.	numeric	164 unique values 0 missing
MATS1i	numeric	429 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1259 unique values 0 missing
X4sol	numeric	1598 unique values 0 missing
BLTD48	numeric	588 unique values 0 missing
Eig03_EA.ed.	numeric	1138 unique values 0 missing
MATS1m	numeric	308 unique values 0 missing
NsssCH	numeric	15 unique values 0 missing
SM12_EA.dm.	numeric	559 unique values 0 missing
X4v	numeric	1752 unique values 0 missing
BLTF96	numeric	548 unique values 0 missing
Eig03_EA.ri.	numeric	800 unique values 0 missing
MATS1p	numeric	377 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM12_EA.ed.	numeric	1281 unique values 0 missing
X5	numeric	1544 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_AEA.bo.	numeric	794 unique values 0 missing
MATS1s	numeric	287 unique values 0 missing
NssssC	numeric	9 unique values 0 missing
SM12_EA.ri.	numeric	1376 unique values 0 missing
X5A	numeric	47 unique values 0 missing
Br.094	numeric	7 unique values 0 missing
Eig04_AEA.dm.	numeric	890 unique values 0 missing
MATS1v	numeric	208 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	858 unique values 0 missing
X5Av	numeric	56 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_AEA.ed.	numeric	899 unique values 0 missing
MATS2e	numeric	572 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	1222 unique values 0 missing
X5sol	numeric	1610 unique values 0 missing
C.	numeric	221 unique values 0 missing
Eig04_AEA.ri.	numeric	862 unique values 0 missing
MATS2i	numeric	482 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1235 unique values 0 missing
X5v	numeric	1637 unique values 0 missing
C.001	numeric	11 unique values 0 missing
Eig04_EA	numeric	814 unique values 0 missing
MATS2m	numeric	353 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	806 unique values 0 missing
Xindex	numeric	388 unique values 0 missing
C.002	numeric	20 unique values 0 missing
Eig04_EA.bo.	numeric	853 unique values 0 missing
MATS2p	numeric	450 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA	numeric	1259 unique values 0 missing
XMOD	numeric	1739 unique values 0 missing
C.003	numeric	9 unique values 0 missing
Eig04_EA.dm.	numeric	157 unique values 0 missing
MATS2s	numeric	502 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1259 unique values 0 missing
Xt	numeric	171 unique values 0 missing
C.004	numeric	8 unique values 0 missing
Eig04_EA.ed.	numeric	1222 unique values 0 missing
MATS2v	numeric	412 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	295 unique values 0 missing
Xu	numeric	1625 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig04_EA.ri.	numeric	877 unique values 0 missing
MATS3e	numeric	494 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1261 unique values 0 missing
Yindex	numeric	673 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig05_AEA.bo.	numeric	845 unique values 0 missing
MATS3i	numeric	415 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1375 unique values 0 missing
ZM1	numeric	147 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	958 unique values 0 missing
MATS3m	numeric	422 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM14_AEA.bo.	numeric	896 unique values 0 missing
ZM1Kup	numeric	1654 unique values 0 missing
C.008	numeric	12 unique values 0 missing
Eig05_AEA.ed.	numeric	951 unique values 0 missing
MATS3p	numeric	418 unique values 0 missing
O.	numeric	191 unique values 0 missing
SM14_AEA.dm.	numeric	1245 unique values 0 missing
ZM1Mad	numeric	1646 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	943 unique values 0 missing
MATS3s	numeric	493 unique values 0 missing
O.056	numeric	9 unique values 0 missing
SM14_AEA.ed.	numeric	1220 unique values 0 missing
ZM1MulPer	numeric	1841 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig05_EA	numeric	858 unique values 0 missing
MATS3v	numeric	399 unique values 0 missing
O.057	numeric	10 unique values 0 missing
SM14_AEA.ri.	numeric	853 unique values 0 missing
ZM1Per	numeric	1819 unique values 0 missing
C.012	numeric	4 unique values 0 missing
Eig05_EA.bo.	numeric	933 unique values 0 missing
MATS4e	numeric	507 unique values 0 missing
O.058	numeric	15 unique values 0 missing
SM14_EA	numeric	1254 unique values 0 missing
ZM1V	numeric	381 unique values 0 missing
C.013	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	130 unique values 0 missing
MATS4i	numeric	382 unique values 0 missing
O.059	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	1280 unique values 0 missing
ZM2	numeric	298 unique values 0 missing
C.014	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1245 unique values 0 missing
MATS4m	numeric	432 unique values 0 missing
O.060	numeric	8 unique values 0 missing
SM14_EA.dm.	numeric	516 unique values 0 missing
ZM2Kup	numeric	1782 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	971 unique values 0 missing
MATS4p	numeric	400 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	1247 unique values 0 missing
ZM2Mad	numeric	1782 unique values 0 missing
C.016	numeric	8 unique values 0 missing
Eig06_AEA.bo.	numeric	897 unique values 0 missing
MATS4s	numeric	480 unique values 0 missing
ON0	numeric	296 unique values 0 missing
SM14_EA.ri.	numeric	1402 unique values 0 missing
ZM2MulPer	numeric	1855 unique values 0 missing
C.017	numeric	6 unique values 0 missing
Eig06_AEA.dm.	numeric	1031 unique values 0 missing
MATS4v	numeric	399 unique values 0 missing
ON0V	numeric	1105 unique values 0 missing
SM15_AEA.bo.	numeric	932 unique values 0 missing
ZM2Per	numeric	1850 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	981 unique values 0 missing
MATS5e	numeric	461 unique values 0 missing
ON1	numeric	662 unique values 0 missing
SM15_AEA.dm.	numeric	1257 unique values 0 missing
ZM2V	numeric	591 unique values 0 missing
C.019	numeric	5 unique values 0 missing
Eig06_AEA.ri.	numeric	1013 unique values 0 missing
MATS5i	numeric	413 unique values 0 missing
ON1V	numeric	1413 unique values 0 missing
SM15_AEA.ed.	numeric	1244 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_EA	numeric	896 unique values 0 missing
MATS5m	numeric	437 unique values 0 missing
P.117	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	933 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1010 unique values 0 missing
MATS5p	numeric	429 unique values 0 missing
P.120	numeric	3 unique values 0 missing
SM15_EA	numeric	1281 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	103 unique values 0 missing
MATS5s	numeric	461 unique values 0 missing
PCD	numeric	1381 unique values 0 missing
SM15_EA.bo.	numeric	1289 unique values 0 missing
C.024	numeric	28 unique values 0 missing
Eig06_EA.ed.	numeric	1257 unique values 0 missing
MATS5v	numeric	432 unique values 0 missing
PCR	numeric	558 unique values 0 missing
SM15_EA.dm.	numeric	296 unique values 0 missing
C.025	numeric	11 unique values 0 missing
Eig06_EA.ri.	numeric	1004 unique values 0 missing
MATS6e	numeric	514 unique values 0 missing
PDI	numeric	253 unique values 0 missing
SM15_EA.ed.	numeric	1253 unique values 0 missing
C.026	numeric	13 unique values 0 missing
Eig07_AEA.bo.	numeric	940 unique values 0 missing
MATS6i	numeric	490 unique values 0 missing
PHI	numeric	1513 unique values 0 missing
SM15_EA.ri.	numeric	1414 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	1071 unique values 0 missing
MATS6m	numeric	484 unique values 0 missing
piID	numeric	1455 unique values 0 missing
SMTI	numeric	1633 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_AEA.ed.	numeric	1069 unique values 0 missing
MATS6p	numeric	483 unique values 0 missing
piPC01	numeric	149 unique values 0 missing
SMTIV	numeric	1867 unique values 0 missing
C.029	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1026 unique values 0 missing
MATS6s	numeric	479 unique values 0 missing
piPC02	numeric	418 unique values 0 missing
SNar	numeric	402 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig07_EA	numeric	932 unique values 0 missing
MATS6v	numeric	454 unique values 0 missing
piPC03	numeric	770 unique values 0 missing
Sp	numeric	1481 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	994 unique values 0 missing
MATS7e	numeric	570 unique values 0 missing
piPC04	numeric	933 unique values 0 missing
SpAD_AEA.bo.	numeric	1718 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	78 unique values 0 missing
MATS7i	numeric	454 unique values 0 missing
piPC05	numeric	1010 unique values 0 missing
SpAD_AEA.dm.	numeric	1883 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1315 unique values 0 missing
MATS7m	numeric	488 unique values 0 missing
piPC06	numeric	1112 unique values 0 missing
SpAD_AEA.ed.	numeric	1642 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig07_EA.ri.	numeric	1009 unique values 0 missing
MATS7p	numeric	439 unique values 0 missing
piPC07	numeric	1163 unique values 0 missing
SpAD_AEA.ri.	numeric	1903 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	915 unique values 0 missing
MATS7s	numeric	554 unique values 0 missing
piPC08	numeric	1208 unique values 0 missing
SpAD_EA	numeric	1651 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	1086 unique values 0 missing
MATS7v	numeric	472 unique values 0 missing
piPC09	numeric	1256 unique values 0 missing
SpAD_EA.bo.	numeric	1719 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	1026 unique values 0 missing
MATS8e	numeric	601 unique values 0 missing
piPC10	numeric	1262 unique values 0 missing
SpAD_EA.dm.	numeric	804 unique values 0 missing
C.038	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	1028 unique values 0 missing
MATS8i	numeric	490 unique values 0 missing
PJI2	numeric	22 unique values 0 missing
SpAD_EA.ed.	numeric	1671 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig08_EA	numeric	940 unique values 0 missing
MATS8m	numeric	549 unique values 0 missing
Pol	numeric	111 unique values 0 missing
SpAD_EA.ri.	numeric	1888 unique values 0 missing
C.040	numeric	15 unique values 0 missing
Eig08_EA.bo.	numeric	970 unique values 0 missing
MATS8p	numeric	500 unique values 0 missing
Psi_e_0	numeric	1783 unique values 0 missing
SpDiam_AEA.bo.	numeric	677 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	78 unique values 0 missing
MATS8s	numeric	583 unique values 0 missing
Psi_e_0d	numeric	9 unique values 0 missing
SpDiam_AEA.dm.	numeric	551 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	1242 unique values 0 missing
MATS8v	numeric	492 unique values 0 missing
Psi_e_1	numeric	1584 unique values 0 missing
SpDiam_AEA.ed.	numeric	843 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1012 unique values 0 missing
MAXDN	numeric	1447 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SpDiam_AEA.ri.	numeric	726 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	949 unique values 0 missing
MAXDP	numeric	1472 unique values 0 missing
Psi_e_1s	numeric	2 unique values 0 missing
SpDiam_EA	numeric	505 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	1096 unique values 0 missing
MCD	numeric	330 unique values 0 missing
Psi_e_A	numeric	913 unique values 0 missing
SpDiam_EA.bo.	numeric	644 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig09_AEA.ed.	numeric	1014 unique values 0 missing
MDDD	numeric	1636 unique values 0 missing
Psi_e_t	numeric	2 unique values 0 missing
SpDiam_EA.dm.	numeric	210 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	1055 unique values 0 missing
Me	numeric	120 unique values 0 missing
Psi_i_0	numeric	1650 unique values 0 missing
SpDiam_EA.ed.	numeric	895 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig09_EA	numeric	924 unique values 0 missing
Mi	numeric	88 unique values 0 missing
Psi_i_0d	numeric	11 unique values 0 missing
SpDiam_EA.ri.	numeric	578 unique values 0 missing
CATS2D_01_AN	numeric	8 unique values 0 missing
Eig09_EA.bo.	numeric	1046 unique values 0 missing
MLOGP	numeric	1383 unique values 0 missing
Psi_i_1	numeric	1731 unique values 0 missing
SPI	numeric	1631 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	62 unique values 0 missing
MLOGP2	numeric	1535 unique values 0 missing
Psi_i_1d	numeric	9 unique values 0 missing
SpMAD_AEA.bo.	numeric	226 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	1210 unique values 0 missing
Mp	numeric	214 unique values 0 missing
Psi_i_1s	numeric	3 unique values 0 missing
SpMAD_AEA.dm.	numeric	270 unique values 0 missing
CATS2D_01_DN	numeric	7 unique values 0 missing
Eig09_EA.ri.	numeric	1051 unique values 0 missing
MPC01	numeric	66 unique values 0 missing
Psi_i_A	numeric	913 unique values 0 missing
SpMAD_AEA.ed.	numeric	302 unique values 0 missing
CATS2D_01_LL	numeric	46 unique values 0 missing
Eig10_AEA.bo.	numeric	980 unique values 0 missing
MPC02	numeric	94 unique values 0 missing
Psi_i_s	numeric	1040 unique values 0 missing
SpMAD_AEA.ri.	numeric	214 unique values 0 missing
CATS2D_01_NL	numeric	5 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2063

Number of instances (rows) of the dataset.

NumberOfFeatures

1419

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

1418

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

45.42

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

2.65

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

239184.22

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.39

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.95

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

0.18

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

77.45

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

195.23

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.41

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.2

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

AutoCorrelation

0.21

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

4.92

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

Dimensionality

0.69

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.03

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.73

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

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

364.87

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

1.03

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.83

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.5

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

MaxKurtosisOfNumericAtts

2063

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.49

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

65074.52

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

16.48

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

6.84

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-45.42

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

Show all 62 properties