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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL247

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: CHEMBL247 (TID: 228), and it has 2465 rows and 1434 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).

1436 features

pXC50 (target)	numeric	897 unique values 0 missing
molecule_id (row identifier)	nominal	2465 unique values 0 missing
CATS2D_07_AP	numeric	6 unique values 0 missing
Eta_sh_x	numeric	178 unique values 0 missing
nCb.	numeric	17 unique values 0 missing
S3K	numeric	1674 unique values 0 missing
SpMax_EA.ed.	numeric	884 unique values 0 missing
AAC	numeric	649 unique values 0 missing
CATS2D_07_DA	numeric	11 unique values 0 missing
Eta_sh_y	numeric	317 unique values 0 missing
nCbH	numeric	20 unique values 0 missing
SaaaC	numeric	403 unique values 0 missing
SpMax_EA.ri.	numeric	623 unique values 0 missing
AECC	numeric	1003 unique values 0 missing
CATS2D_07_DD	numeric	6 unique values 0 missing
F.081	numeric	2 unique values 0 missing
nCconj	numeric	10 unique values 0 missing
SAacc	numeric	758 unique values 0 missing
SpMin1_Bh.e.	numeric	314 unique values 0 missing
ALOGP	numeric	1702 unique values 0 missing
CATS2D_07_DL	numeric	19 unique values 0 missing
F.082	numeric	3 unique values 0 missing
nCconjX	numeric	2 unique values 0 missing
SaaCH	numeric	2028 unique values 0 missing
SpMin1_Bh.i.	numeric	329 unique values 0 missing
ALOGP2	numeric	1960 unique values 0 missing
CATS2D_07_DN	numeric	5 unique values 0 missing
F.083	numeric	3 unique values 0 missing
nCH2RX	numeric	2 unique values 0 missing
SaaN	numeric	1044 unique values 0 missing
SpMin1_Bh.m.	numeric	302 unique values 0 missing
AMR	numeric	1994 unique values 0 missing
CATS2D_07_DP	numeric	4 unique values 0 missing
F.084	numeric	5 unique values 0 missing
nCIC	numeric	11 unique values 0 missing
SaaNH	numeric	109 unique values 0 missing
SpMin1_Bh.p.	numeric	215 unique values 0 missing
AMW	numeric	1383 unique values 0 missing
CATS2D_07_LL	numeric	34 unique values 0 missing
F.085	numeric	4 unique values 0 missing
nCIR	numeric	17 unique values 0 missing
SaaO	numeric	118 unique values 0 missing
SpMin1_Bh.s.	numeric	388 unique values 0 missing
ARR	numeric	191 unique values 0 missing
CATS2D_07_NL	numeric	10 unique values 0 missing
GATS1e	numeric	614 unique values 0 missing
nCL	numeric	5 unique values 0 missing
SaaS	numeric	99 unique values 0 missing
SpMin1_Bh.v.	numeric	251 unique values 0 missing
ATS1e	numeric	860 unique values 0 missing
CATS2D_07_NN	numeric	3 unique values 0 missing
GATS1i	numeric	830 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SaasC	numeric	1852 unique values 0 missing
SpMin2_Bh.e.	numeric	377 unique values 0 missing
ATS1i	numeric	865 unique values 0 missing
CATS2D_07_PL	numeric	9 unique values 0 missing
GATS1m	numeric	502 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SaasN	numeric	254 unique values 0 missing
SpMin2_Bh.i.	numeric	396 unique values 0 missing
ATS1m	numeric	877 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS1p	numeric	803 unique values 0 missing
nCp	numeric	16 unique values 0 missing
SAdon	numeric	102 unique values 0 missing
SpMin2_Bh.m.	numeric	386 unique values 0 missing
ATS1p	numeric	859 unique values 0 missing
CATS2D_08_AA	numeric	15 unique values 0 missing
GATS1s	numeric	575 unique values 0 missing
nCq	numeric	5 unique values 0 missing
SAtot	numeric	1871 unique values 0 missing
SpMin2_Bh.p.	numeric	344 unique values 0 missing
ATS1s	numeric	892 unique values 0 missing
CATS2D_08_AL	numeric	42 unique values 0 missing
GATS1v	numeric	552 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SCBO	numeric	129 unique values 0 missing
SpMin2_Bh.s.	numeric	448 unique values 0 missing
ATS1v	numeric	832 unique values 0 missing
CATS2D_08_AN	numeric	8 unique values 0 missing
GATS2e	numeric	730 unique values 0 missing
nCrq	numeric	5 unique values 0 missing
SdCH2	numeric	48 unique values 0 missing
SpMin2_Bh.v.	numeric	360 unique values 0 missing
ATS2e	numeric	913 unique values 0 missing
CATS2D_08_AP	numeric	5 unique values 0 missing
GATS2i	numeric	663 unique values 0 missing
nCrs	numeric	12 unique values 0 missing
SddsN	numeric	79 unique values 0 missing
SpMin3_Bh.e.	numeric	586 unique values 0 missing
ATS2i	numeric	959 unique values 0 missing
CATS2D_08_DA	numeric	9 unique values 0 missing
GATS2m	numeric	559 unique values 0 missing
nCrt	numeric	9 unique values 0 missing
SddssS	numeric	177 unique values 0 missing
SpMin3_Bh.i.	numeric	592 unique values 0 missing
ATS2m	numeric	936 unique values 0 missing
CATS2D_08_DD	numeric	4 unique values 0 missing
GATS2p	numeric	667 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdNH	numeric	2 unique values 0 missing
SpMin3_Bh.m.	numeric	516 unique values 0 missing
ATS2p	numeric	912 unique values 0 missing
CATS2D_08_DL	numeric	22 unique values 0 missing
GATS2s	numeric	492 unique values 0 missing
nCs	numeric	21 unique values 0 missing
SdO	numeric	1559 unique values 0 missing
SpMin3_Bh.p.	numeric	516 unique values 0 missing
ATS2s	numeric	1101 unique values 0 missing
CATS2D_08_DN	numeric	5 unique values 0 missing
GATS2v	numeric	532 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SdS	numeric	208 unique values 0 missing
SpMin3_Bh.s.	numeric	612 unique values 0 missing
ATS2v	numeric	892 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS3e	numeric	663 unique values 0 missing
nCsp2	numeric	32 unique values 0 missing
SdsCH	numeric	484 unique values 0 missing
SpMin3_Bh.v.	numeric	512 unique values 0 missing
ATS3e	numeric	979 unique values 0 missing
CATS2D_08_LL	numeric	36 unique values 0 missing
GATS3i	numeric	620 unique values 0 missing
nCsp3	numeric	37 unique values 0 missing
SdsN	numeric	143 unique values 0 missing
SpMin4_Bh.e.	numeric	635 unique values 0 missing
ATS3i	numeric	984 unique values 0 missing
CATS2D_08_NL	numeric	9 unique values 0 missing
GATS3m	numeric	680 unique values 0 missing
nCt	numeric	10 unique values 0 missing
SdssC	numeric	1310 unique values 0 missing
SpMin4_Bh.i.	numeric	622 unique values 0 missing
ATS3m	numeric	999 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS3p	numeric	630 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SdssS	numeric	23 unique values 0 missing
SpMin4_Bh.m.	numeric	647 unique values 0 missing
ATS3p	numeric	959 unique values 0 missing
CATS2D_08_PL	numeric	10 unique values 0 missing
GATS3s	numeric	594 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
SdsssP	numeric	84 unique values 0 missing
SpMin4_Bh.p.	numeric	593 unique values 0 missing
ATS3s	numeric	1090 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS3v	numeric	569 unique values 0 missing
nDB	numeric	13 unique values 0 missing
Se	numeric	1554 unique values 0 missing
SpMin4_Bh.s.	numeric	750 unique values 0 missing
ATS3v	numeric	970 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4e	numeric	848 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	599 unique values 0 missing
ATS4e	numeric	1084 unique values 0 missing
CATS2D_09_AA	numeric	15 unique values 0 missing
GATS4i	numeric	592 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
Si	numeric	1621 unique values 0 missing
SpMin5_Bh.e.	numeric	703 unique values 0 missing
ATS4i	numeric	1103 unique values 0 missing
CATS2D_09_AL	numeric	32 unique values 0 missing
GATS4m	numeric	738 unique values 0 missing
NddssS	numeric	6 unique values 0 missing
Si.111	numeric	4 unique values 0 missing
SpMin5_Bh.i.	numeric	707 unique values 0 missing
ATS4m	numeric	1110 unique values 0 missing
CATS2D_09_AN	numeric	6 unique values 0 missing
GATS4p	numeric	660 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SIC0	numeric	226 unique values 0 missing
SpMin5_Bh.m.	numeric	712 unique values 0 missing
ATS4p	numeric	1074 unique values 0 missing
CATS2D_09_AP	numeric	6 unique values 0 missing
GATS4s	numeric	936 unique values 0 missing
NdO	numeric	11 unique values 0 missing
SIC1	numeric	373 unique values 0 missing
SpMin5_Bh.p.	numeric	695 unique values 0 missing
ATS4s	numeric	1198 unique values 0 missing
CATS2D_09_DA	numeric	12 unique values 0 missing
GATS4v	numeric	507 unique values 0 missing
NdS	numeric	3 unique values 0 missing
SIC2	numeric	327 unique values 0 missing
SpMin5_Bh.s.	numeric	771 unique values 0 missing
ATS4v	numeric	1093 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5e	numeric	914 unique values 0 missing
NdsCH	numeric	9 unique values 0 missing
SIC3	numeric	287 unique values 0 missing
SpMin5_Bh.v.	numeric	702 unique values 0 missing
ATS5e	numeric	1158 unique values 0 missing
CATS2D_09_DL	numeric	20 unique values 0 missing
GATS5i	numeric	622 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SIC4	numeric	263 unique values 0 missing
SpMin6_Bh.e.	numeric	728 unique values 0 missing
ATS5i	numeric	1176 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS5m	numeric	870 unique values 0 missing
NdssC	numeric	12 unique values 0 missing
SIC5	numeric	249 unique values 0 missing
SpMin6_Bh.i.	numeric	729 unique values 0 missing
ATS5m	numeric	1230 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS5p	numeric	686 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	443 unique values 0 missing
SpMin6_Bh.m.	numeric	740 unique values 0 missing
ATS5p	numeric	1189 unique values 0 missing
CATS2D_09_LL	numeric	32 unique values 0 missing
GATS5s	numeric	976 unique values 0 missing
NdsssP	numeric	5 unique values 0 missing
SM02_AEA.dm.	numeric	863 unique values 0 missing
SpMin6_Bh.p.	numeric	750 unique values 0 missing
ATS5s	numeric	1302 unique values 0 missing
CATS2D_09_NL	numeric	10 unique values 0 missing
GATS5v	numeric	630 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	291 unique values 0 missing
SpMin6_Bh.s.	numeric	718 unique values 0 missing
ATS5v	numeric	1198 unique values 0 missing
CATS2D_09_NN	numeric	4 unique values 0 missing
GATS6e	numeric	918 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1115 unique values 0 missing
SpMin6_Bh.v.	numeric	736 unique values 0 missing
ATS6e	numeric	1282 unique values 0 missing
CATS2D_09_PL	numeric	8 unique values 0 missing
GATS6i	numeric	674 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM02_EA	numeric	100 unique values 0 missing
SpMin7_Bh.e.	numeric	762 unique values 0 missing
ATS6i	numeric	1270 unique values 0 missing
CATS2D_09_PN	numeric	3 unique values 0 missing
GATS6m	numeric	800 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	323 unique values 0 missing
SpMin7_Bh.i.	numeric	763 unique values 0 missing
ATS6m	numeric	1335 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6p	numeric	682 unique values 0 missing
nH	numeric	75 unique values 0 missing
SM02_EA.dm.	numeric	581 unique values 0 missing
SpMin7_Bh.m.	numeric	742 unique values 0 missing
ATS6p	numeric	1273 unique values 0 missing
CENT	numeric	1030 unique values 0 missing
GATS6s	numeric	945 unique values 0 missing
nHAcc	numeric	27 unique values 0 missing
SM02_EA.ed.	numeric	536 unique values 0 missing
SpMin7_Bh.p.	numeric	797 unique values 0 missing
ATS6s	numeric	1375 unique values 0 missing
Chi0_AEA.bo.	numeric	1062 unique values 0 missing
GATS6v	numeric	597 unique values 0 missing
nHDon	numeric	12 unique values 0 missing
SM02_EA.ri.	numeric	903 unique values 0 missing
SpMin7_Bh.s.	numeric	626 unique values 0 missing
ATS6v	numeric	1264 unique values 0 missing
Chi0_AEA.dm.	numeric	1062 unique values 0 missing
GATS7e	numeric	1086 unique values 0 missing
nHet	numeric	30 unique values 0 missing
SM03_AEA.bo.	numeric	750 unique values 0 missing
SpMin7_Bh.v.	numeric	776 unique values 0 missing
ATS7e	numeric	1330 unique values 0 missing
Chi0_AEA.ed.	numeric	1062 unique values 0 missing
GATS7i	numeric	656 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM03_AEA.dm.	numeric	864 unique values 0 missing
SpMin8_Bh.e.	numeric	790 unique values 0 missing
ATS7i	numeric	1298 unique values 0 missing
Chi0_AEA.ri.	numeric	1062 unique values 0 missing
GATS7m	numeric	975 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	737 unique values 0 missing
SpMin8_Bh.i.	numeric	764 unique values 0 missing
ATS7m	numeric	1449 unique values 0 missing
Chi0_EA	numeric	1062 unique values 0 missing
GATS7p	numeric	713 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM03_AEA.ri.	numeric	1128 unique values 0 missing
SpMin8_Bh.m.	numeric	794 unique values 0 missing
ATS7p	numeric	1355 unique values 0 missing
Chi0_EA.bo.	numeric	1400 unique values 0 missing
GATS7s	numeric	1113 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA	numeric	45 unique values 0 missing
SpMin8_Bh.p.	numeric	792 unique values 0 missing
ATS7s	numeric	1399 unique values 0 missing
Chi0_EA.dm.	numeric	1662 unique values 0 missing
GATS7v	numeric	627 unique values 0 missing
nN	numeric	14 unique values 0 missing
SM03_EA.bo.	numeric	165 unique values 0 missing
SpMin8_Bh.s.	numeric	536 unique values 0 missing
ATS7v	numeric	1379 unique values 0 missing
Chi0_EA.ed.	numeric	1359 unique values 0 missing
GATS8e	numeric	1059 unique values 0 missing
nN.	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	161 unique values 0 missing
SpMin8_Bh.v.	numeric	773 unique values 0 missing
ATS8e	numeric	1442 unique values 0 missing
Chi0_EA.ri.	numeric	2001 unique values 0 missing
GATS8i	numeric	765 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	600 unique values 0 missing
SRW02	numeric	72 unique values 0 missing
ATS8i	numeric	1394 unique values 0 missing
Chi1_AEA.bo.	numeric	1236 unique values 0 missing
GATS8m	numeric	945 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	855 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS8m	numeric	1560 unique values 0 missing
Chi1_AEA.dm.	numeric	1236 unique values 0 missing
GATS8p	numeric	759 unique values 0 missing
nN.N	numeric	3 unique values 0 missing
SM04_AEA.bo.	numeric	844 unique values 0 missing
SRW04	numeric	197 unique values 0 missing
ATS8p	numeric	1489 unique values 0 missing
Chi1_AEA.ed.	numeric	1236 unique values 0 missing
GATS8s	numeric	1110 unique values 0 missing
nNq	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	934 unique values 0 missing
SRW05	numeric	12 unique values 0 missing
ATS8s	numeric	1485 unique values 0 missing
Chi1_AEA.ri.	numeric	1236 unique values 0 missing
GATS8v	numeric	761 unique values 0 missing
NNRS	numeric	14 unique values 0 missing
SM04_AEA.ed.	numeric	912 unique values 0 missing
SRW06	numeric	552 unique values 0 missing
ATS8v	numeric	1490 unique values 0 missing
Chi1_EA	numeric	1236 unique values 0 missing
GGI1	numeric	49 unique values 0 missing
nO	numeric	18 unique values 0 missing
SM04_AEA.ri.	numeric	1105 unique values 0 missing
SRW07	numeric	38 unique values 0 missing
ATSC1e	numeric	423 unique values 0 missing
Chi1_EA.bo.	numeric	1475 unique values 0 missing
GGI10	numeric	365 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM04_EA	numeric	356 unique values 0 missing
SRW08	numeric	858 unique values 0 missing
ATSC1i	numeric	711 unique values 0 missing
Chi1_EA.dm.	numeric	1750 unique values 0 missing
GGI2	numeric	103 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM04_EA.bo.	numeric	844 unique values 0 missing
SRW09	numeric	129 unique values 0 missing
ATSC1m	numeric	1713 unique values 0 missing
Chi1_EA.ed.	numeric	1233 unique values 0 missing
GGI3	numeric	384 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	637 unique values 0 missing
SRW10	numeric	907 unique values 0 missing
ATSC1p	numeric	1516 unique values 0 missing
Chi1_EA.ri.	numeric	2058 unique values 0 missing
GGI4	numeric	850 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1112 unique values 0 missing
SsBr	numeric	119 unique values 0 missing
ATSC1s	numeric	2072 unique values 0 missing
CIC0	numeric	1012 unique values 0 missing
GGI5	numeric	633 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	1094 unique values 0 missing
SsCH3	numeric	1499 unique values 0 missing
ATSC1v	numeric	1588 unique values 0 missing
CIC1	numeric	1174 unique values 0 missing
GGI6	numeric	747 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	883 unique values 0 missing
SsCl	numeric	413 unique values 0 missing
ATSC2e	numeric	899 unique values 0 missing
CIC2	numeric	1023 unique values 0 missing
GGI7	numeric	652 unique values 0 missing
nP	numeric	5 unique values 0 missing
SM05_AEA.dm.	numeric	951 unique values 0 missing
SsF	numeric	439 unique values 0 missing
ATSC2i	numeric	1016 unique values 0 missing
CIC3	numeric	824 unique values 0 missing
GGI8	numeric	543 unique values 0 missing
nPO4	numeric	4 unique values 0 missing
SM05_AEA.ed.	numeric	973 unique values 0 missing
SsI	numeric	17 unique values 0 missing
ATSC2m	numeric	1994 unique values 0 missing
CIC4	numeric	738 unique values 0 missing
GGI9	numeric	454 unique values 0 missing
nP..O.O2R	numeric	5 unique values 0 missing
SM05_AEA.ri.	numeric	1112 unique values 0 missing
SsNH2	numeric	283 unique values 0 missing
ATSC2p	numeric	1811 unique values 0 missing
CIC5	numeric	712 unique values 0 missing
GMTI	numeric	1409 unique values 0 missing
nPyrazines	numeric	3 unique values 0 missing
SM05_EA	numeric	217 unique values 0 missing
SsOH	numeric	763 unique values 0 missing
ATSC2s	numeric	2267 unique values 0 missing
CID	numeric	641 unique values 0 missing
GMTIV	numeric	2089 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	896 unique values 0 missing
SssCH2	numeric	1650 unique values 0 missing
ATSC2v	numeric	1860 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
GNar	numeric	335 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	272 unique values 0 missing
SsSH	numeric	35 unique values 0 missing
ATSC3e	numeric	1022 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.	numeric	248 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM05_EA.ed.	numeric	1107 unique values 0 missing
SssNH	numeric	935 unique values 0 missing
ATSC3i	numeric	1088 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	36 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	1219 unique values 0 missing
SssO	numeric	939 unique values 0 missing
ATSC3m	numeric	2162 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	39 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	902 unique values 0 missing
SssS	numeric	364 unique values 0 missing
ATSC3p	numeric	1996 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	949 unique values 0 missing
SsssCH	numeric	813 unique values 0 missing
ATSC3s	numeric	2321 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1014 unique values 0 missing
SssSe	numeric	6 unique values 0 missing
ATSC3v	numeric	2067 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	12 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1119 unique values 0 missing
SsssN	numeric	962 unique values 0 missing
ATSC4e	numeric	1149 unique values 0 missing
CSI	numeric	753 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM06_EA	numeric	966 unique values 0 missing
SssssC	numeric	491 unique values 0 missing
ATSC4i	numeric	1227 unique values 0 missing
DBI	numeric	109 unique values 0 missing
H.052	numeric	27 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM06_EA.bo.	numeric	950 unique values 0 missing
SssssN.	numeric	6 unique values 0 missing
ATSC4m	numeric	2283 unique values 0 missing
D.Dtr03	numeric	148 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	596 unique values 0 missing
SssssSi	numeric	83 unique values 0 missing
ATSC4p	numeric	2084 unique values 0 missing
D.Dtr04	numeric	11 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	1119 unique values 0 missing
StCH	numeric	28 unique values 0 missing
ATSC4s	numeric	2350 unique values 0 missing
D.Dtr05	numeric	717 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	1282 unique values 0 missing
StN	numeric	111 unique values 0 missing
ATSC4v	numeric	2161 unique values 0 missing
D.Dtr06	numeric	1441 unique values 0 missing
HDcpx	numeric	327 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM07_AEA.bo.	numeric	970 unique values 0 missing
StsC	numeric	281 unique values 0 missing
ATSC5e	numeric	1157 unique values 0 missing
D.Dtr07	numeric	303 unique values 0 missing
HNar	numeric	337 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	943 unique values 0 missing
Sv	numeric	1603 unique values 0 missing
ATSC5i	numeric	1331 unique values 0 missing
D.Dtr08	numeric	40 unique values 0 missing
HVcpx	numeric	896 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1061 unique values 0 missing
TIC0	numeric	1417 unique values 0 missing
ATSC5m	numeric	2277 unique values 0 missing
D.Dtr09	numeric	346 unique values 0 missing
Hy	numeric	617 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1121 unique values 0 missing
TIC1	numeric	1781 unique values 0 missing
ATSC5p	numeric	2116 unique values 0 missing
D.Dtr10	numeric	301 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA	numeric	811 unique values 0 missing
TIC2	numeric	1671 unique values 0 missing
ATSC5s	numeric	2351 unique values 0 missing
D.Dtr11	numeric	324 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1047 unique values 0 missing
TIC3	numeric	1259 unique values 0 missing
ATSC5v	numeric	2177 unique values 0 missing
D.Dtr12	numeric	67 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	300 unique values 0 missing
TIC4	numeric	1132 unique values 0 missing
ATSC6e	numeric	1203 unique values 0 missing
DECC	numeric	827 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1133 unique values 0 missing
TIC5	numeric	1086 unique values 0 missing
ATSC6i	numeric	1351 unique values 0 missing
DELS	numeric	2318 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1379 unique values 0 missing
TIE	numeric	2348 unique values 0 missing
ATSC6m	numeric	2294 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.097	numeric	2 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1014 unique values 0 missing
TPC	numeric	914 unique values 0 missing
ATSC6p	numeric	2158 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	891 unique values 0 missing
TPSA.NO.	numeric	701 unique values 0 missing
ATSC6s	numeric	2338 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCONHR	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	1070 unique values 0 missing
TPSA.Tot.	numeric	776 unique values 0 missing
ATSC6v	numeric	2195 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IAC	numeric	1417 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	1144 unique values 0 missing
TRS	numeric	39 unique values 0 missing
ATSC7e	numeric	1157 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC0	numeric	649 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
SM08_EA	numeric	1094 unique values 0 missing
TWC	numeric	967 unique values 0 missing
ATSC7i	numeric	1331 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC1	numeric	953 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	1086 unique values 0 missing
Uc	numeric	37 unique values 0 missing
ATSC7m	numeric	2275 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC2	numeric	1008 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	554 unique values 0 missing
Ui	numeric	39 unique values 0 missing
ATSC7p	numeric	2169 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IC3	numeric	837 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM08_EA.ed.	numeric	1170 unique values 0 missing
Uindex	numeric	1472 unique values 0 missing
ATSC7s	numeric	2331 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IC4	numeric	779 unique values 0 missing
nRCSSR	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1427 unique values 0 missing
UNIP	numeric	259 unique values 0 missing
ATSC7v	numeric	2180 unique values 0 missing
DLS_cons	numeric	65 unique values 0 missing
IC5	numeric	780 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	575 unique values 0 missing
VAR	numeric	274 unique values 0 missing
ATSC8e	numeric	1066 unique values 0 missing
Dz	numeric	448 unique values 0 missing
ICR	numeric	717 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM09_AEA.dm.	numeric	850 unique values 0 missing
Vindex	numeric	275 unique values 0 missing
ATSC8i	numeric	1348 unique values 0 missing
ECC	numeric	498 unique values 0 missing
IDDE	numeric	527 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	1084 unique values 0 missing
VvdwMG	numeric	1486 unique values 0 missing
ATSC8m	numeric	2274 unique values 0 missing
Eig01_AEA.bo.	numeric	566 unique values 0 missing
IDDM	numeric	429 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1130 unique values 0 missing
VvdwZAZ	numeric	1702 unique values 0 missing
ATSC8p	numeric	2149 unique values 0 missing
Eig01_AEA.dm.	numeric	664 unique values 0 missing
IDE	numeric	960 unique values 0 missing
nRNR2	numeric	2 unique values 0 missing
SM09_EA	numeric	1077 unique values 0 missing
Vx	numeric	1486 unique values 0 missing
ATSC8s	numeric	2314 unique values 0 missing
Eig01_AEA.ed.	numeric	624 unique values 0 missing
IDET	numeric	1495 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	1113 unique values 0 missing
Wap	numeric	1311 unique values 0 missing
ATSC8v	numeric	2161 unique values 0 missing
Eig01_AEA.ri.	numeric	657 unique values 0 missing
IDM	numeric	1107 unique values 0 missing
nROH	numeric	7 unique values 0 missing
SM09_EA.dm.	numeric	295 unique values 0 missing
X.	numeric	104 unique values 0 missing
BAC	numeric	208 unique values 0 missing
Eig01_EA	numeric	575 unique values 0 missing
IDMT	numeric	1501 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	1142 unique values 0 missing
X0	numeric	643 unique values 0 missing
BBI	numeric	100 unique values 0 missing
Eig01_EA.bo.	numeric	626 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM09_EA.ri.	numeric	1450 unique values 0 missing
X0A	numeric	117 unique values 0 missing
BIC0	numeric	212 unique values 0 missing
Eig01_EA.dm.	numeric	190 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.bo.	numeric	598 unique values 0 missing
X0Av	numeric	224 unique values 0 missing
BIC1	numeric	339 unique values 0 missing
Eig01_EA.ed.	numeric	884 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRSSR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	884 unique values 0 missing
X0sol	numeric	985 unique values 0 missing
BIC2	numeric	311 unique values 0 missing
Eig01_EA.ri.	numeric	623 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nS	numeric	6 unique values 0 missing
SM10_AEA.ed.	numeric	1105 unique values 0 missing
X0v	numeric	1788 unique values 0 missing
BIC3	numeric	253 unique values 0 missing
Eig02_AEA.bo.	numeric	572 unique values 0 missing
ISIZ	numeric	120 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	1055 unique values 0 missing
X1	numeric	1072 unique values 0 missing
BIC4	numeric	231 unique values 0 missing
Eig02_AEA.dm.	numeric	782 unique values 0 missing
IVDE	numeric	407 unique values 0 missing
NsCH3	numeric	22 unique values 0 missing
SM10_EA	numeric	1130 unique values 0 missing
X1A	numeric	69 unique values 0 missing
BIC5	numeric	214 unique values 0 missing
Eig02_AEA.ed.	numeric	700 unique values 0 missing
IVDM	numeric	489 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM10_EA.bo.	numeric	1153 unique values 0 missing
X1Av	numeric	224 unique values 0 missing
BID	numeric	209 unique values 0 missing
Eig02_AEA.ri.	numeric	680 unique values 0 missing
JGI1	numeric	234 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM10_EA.dm.	numeric	508 unique values 0 missing
X1Kup	numeric	1845 unique values 0 missing
BLI	numeric	497 unique values 0 missing
Eig02_EA	numeric	598 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1140 unique values 0 missing
X1Mad	numeric	1930 unique values 0 missing
BLTA96	numeric	551 unique values 0 missing
Eig02_EA.bo.	numeric	613 unique values 0 missing
JGI2	numeric	115 unique values 0 missing
nSK	numeric	68 unique values 0 missing
SM10_EA.ri.	numeric	1521 unique values 0 missing
X1MulPer	numeric	1739 unique values 0 missing
BLTD48	numeric	530 unique values 0 missing
Eig02_EA.dm.	numeric	206 unique values 0 missing
JGI3	numeric	70 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	701 unique values 0 missing
X1Per	numeric	1711 unique values 0 missing
BLTF96	numeric	493 unique values 0 missing
Eig02_EA.ed.	numeric	930 unique values 0 missing
JGI4	numeric	57 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	930 unique values 0 missing
X1sol	numeric	1366 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig02_EA.ri.	numeric	683 unique values 0 missing
JGI5	numeric	42 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	1116 unique values 0 missing
X1v	numeric	1876 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig03_AEA.bo.	numeric	708 unique values 0 missing
JGI6	numeric	29 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	626 unique values 0 missing
X2	numeric	1346 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig03_AEA.dm.	numeric	888 unique values 0 missing
JGI7	numeric	26 unique values 0 missing
nSO2OH	numeric	6 unique values 0 missing
SM11_EA	numeric	1133 unique values 0 missing
X2A	numeric	83 unique values 0 missing
C.	numeric	229 unique values 0 missing
Eig03_AEA.ed.	numeric	809 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	1169 unique values 0 missing
X2Av	numeric	188 unique values 0 missing
C.001	numeric	15 unique values 0 missing
Eig03_AEA.ri.	numeric	855 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	284 unique values 0 missing
X2sol	numeric	1523 unique values 0 missing
C.002	numeric	17 unique values 0 missing
Eig03_EA	numeric	701 unique values 0 missing
JGT	numeric	422 unique values 0 missing
NsOH	numeric	9 unique values 0 missing
SM11_EA.ed.	numeric	1136 unique values 0 missing
X2v	numeric	1922 unique values 0 missing
C.003	numeric	9 unique values 0 missing
Eig03_EA.bo.	numeric	793 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssCH2	numeric	22 unique values 0 missing
SM11_EA.ri.	numeric	1525 unique values 0 missing
X3	numeric	1370 unique values 0 missing
C.004	numeric	5 unique values 0 missing
Eig03_EA.dm.	numeric	199 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	782 unique values 0 missing
X3A	numeric	73 unique values 0 missing
C.005	numeric	10 unique values 0 missing
Eig03_EA.ed.	numeric	1032 unique values 0 missing
LOC	numeric	614 unique values 0 missing
NssNH	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	1032 unique values 0 missing
X3Av	numeric	147 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig03_EA.ri.	numeric	902 unique values 0 missing
LPRS	numeric	1493 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM12_AEA.ed.	numeric	1129 unique values 0 missing
X3sol	numeric	1527 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig04_AEA.bo.	numeric	731 unique values 0 missing
MATS1e	numeric	412 unique values 0 missing
NssS	numeric	4 unique values 0 missing
SM12_AEA.ri.	numeric	613 unique values 0 missing
X3v	numeric	1829 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig04_AEA.dm.	numeric	977 unique values 0 missing
MATS1i	numeric	556 unique values 0 missing
NsssCH	numeric	15 unique values 0 missing
SM12_EA	numeric	1155 unique values 0 missing
X4	numeric	1349 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig04_AEA.ed.	numeric	859 unique values 0 missing
MATS1m	numeric	304 unique values 0 missing
NssSe	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1165 unique values 0 missing
X4A	numeric	66 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig04_AEA.ri.	numeric	966 unique values 0 missing
MATS1p	numeric	400 unique values 0 missing
NsssN	numeric	7 unique values 0 missing
SM12_EA.dm.	numeric	464 unique values 0 missing
X4Av	numeric	78 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig04_EA	numeric	782 unique values 0 missing
MATS1s	numeric	340 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM12_EA.ed.	numeric	1137 unique values 0 missing
X4sol	numeric	1525 unique values 0 missing
C.012	numeric	3 unique values 0 missing
Eig04_EA.bo.	numeric	781 unique values 0 missing
MATS1v	numeric	221 unique values 0 missing
NssssN.	numeric	3 unique values 0 missing
SM12_EA.ri.	numeric	1531 unique values 0 missing
X4v	numeric	1765 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig04_EA.dm.	numeric	174 unique values 0 missing
MATS2e	numeric	566 unique values 0 missing
NssssSi	numeric	4 unique values 0 missing
SM13_AEA.bo.	numeric	838 unique values 0 missing
X5	numeric	1356 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig04_EA.ed.	numeric	1102 unique values 0 missing
MATS2i	numeric	560 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	1102 unique values 0 missing
X5A	numeric	50 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	976 unique values 0 missing
MATS2m	numeric	358 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1129 unique values 0 missing
X5Av	numeric	51 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig05_AEA.bo.	numeric	817 unique values 0 missing
MATS2p	numeric	524 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	793 unique values 0 missing
X5sol	numeric	1517 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig05_AEA.dm.	numeric	1070 unique values 0 missing
MATS2s	numeric	504 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM13_EA	numeric	1164 unique values 0 missing
X5v	numeric	1612 unique values 0 missing
C.018	numeric	4 unique values 0 missing
Eig05_AEA.ed.	numeric	864 unique values 0 missing
MATS2v	numeric	466 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1195 unique values 0 missing
Xindex	numeric	351 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	1034 unique values 0 missing
MATS3e	numeric	463 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	275 unique values 0 missing
XMOD	numeric	2062 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig05_EA	numeric	838 unique values 0 missing
MATS3i	numeric	495 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1132 unique values 0 missing
Xt	numeric	156 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	823 unique values 0 missing
MATS3m	numeric	519 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM13_EA.ri.	numeric	1581 unique values 0 missing
Xu	numeric	1442 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	144 unique values 0 missing
MATS3p	numeric	467 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM14_AEA.bo.	numeric	835 unique values 0 missing
Yindex	numeric	671 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig05_EA.ed.	numeric	1110 unique values 0 missing
MATS3s	numeric	398 unique values 0 missing
O.	numeric	185 unique values 0 missing
SM14_AEA.dm.	numeric	1110 unique values 0 missing
ZM1	numeric	142 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig05_EA.ri.	numeric	1014 unique values 0 missing
MATS3v	numeric	521 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM14_AEA.ed.	numeric	1122 unique values 0 missing
ZM1Kup	numeric	1919 unique values 0 missing
C.025	numeric	12 unique values 0 missing
Eig06_AEA.bo.	numeric	809 unique values 0 missing
MATS4e	numeric	566 unique values 0 missing
O.057	numeric	8 unique values 0 missing
SM14_AEA.ri.	numeric	781 unique values 0 missing
ZM1Mad	numeric	1964 unique values 0 missing
C.026	numeric	10 unique values 0 missing
Eig06_AEA.dm.	numeric	1124 unique values 0 missing
MATS4i	numeric	547 unique values 0 missing
O.058	numeric	11 unique values 0 missing
SM14_EA	numeric	1172 unique values 0 missing
ZM1MulPer	numeric	2081 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig06_AEA.ed.	numeric	923 unique values 0 missing
MATS4m	numeric	537 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	1220 unique values 0 missing
ZM1Per	numeric	2056 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig06_AEA.ri.	numeric	999 unique values 0 missing
MATS4p	numeric	508 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	440 unique values 0 missing
ZM1V	numeric	312 unique values 0 missing
C.029	numeric	5 unique values 0 missing
Eig06_EA	numeric	835 unique values 0 missing
MATS4s	numeric	526 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1133 unique values 0 missing
ZM2	numeric	262 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig06_EA.bo.	numeric	876 unique values 0 missing
MATS4v	numeric	503 unique values 0 missing
ON0	numeric	249 unique values 0 missing
SM14_EA.ri.	numeric	1580 unique values 0 missing
ZM2Kup	numeric	2172 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	91 unique values 0 missing
MATS5e	numeric	587 unique values 0 missing
ON0V	numeric	1003 unique values 0 missing
SM15_AEA.bo.	numeric	796 unique values 0 missing
ZM2Mad	numeric	2165 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1113 unique values 0 missing
MATS5i	numeric	514 unique values 0 missing
ON1	numeric	440 unique values 0 missing
SM15_AEA.dm.	numeric	1113 unique values 0 missing
ZM2MulPer	numeric	2119 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	969 unique values 0 missing
MATS5m	numeric	655 unique values 0 missing
ON1V	numeric	1349 unique values 0 missing
SM15_AEA.ed.	numeric	1125 unique values 0 missing
ZM2Per	numeric	2098 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig07_AEA.bo.	numeric	818 unique values 0 missing
MATS5p	numeric	545 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	823 unique values 0 missing
ZM2V	numeric	472 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	1109 unique values 0 missing
MATS5s	numeric	557 unique values 0 missing
P.117	numeric	4 unique values 0 missing
SM15_EA	numeric	1188 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	931 unique values 0 missing
MATS5v	numeric	603 unique values 0 missing
P.120	numeric	5 unique values 0 missing
SM15_EA.bo.	numeric	1214 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1013 unique values 0 missing
MATS6e	numeric	613 unique values 0 missing
PCD	numeric	1133 unique values 0 missing
SM15_EA.dm.	numeric	262 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig07_EA	numeric	796 unique values 0 missing
MATS6i	numeric	507 unique values 0 missing
PCR	numeric	433 unique values 0 missing
SM15_EA.ed.	numeric	1098 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	910 unique values 0 missing
MATS6m	numeric	635 unique values 0 missing
PDI	numeric	241 unique values 0 missing
SM15_EA.ri.	numeric	1615 unique values 0 missing
C.040	numeric	8 unique values 0 missing
Eig07_EA.dm.	numeric	60 unique values 0 missing
MATS6p	numeric	559 unique values 0 missing
PHI	numeric	1582 unique values 0 missing
SMTI	numeric	1425 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1115 unique values 0 missing
MATS6s	numeric	594 unique values 0 missing
piID	numeric	1274 unique values 0 missing
SMTIV	numeric	2037 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	964 unique values 0 missing
MATS6v	numeric	593 unique values 0 missing
piPC01	numeric	129 unique values 0 missing
SNar	numeric	256 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	894 unique values 0 missing
MATS7e	numeric	710 unique values 0 missing
piPC02	numeric	323 unique values 0 missing
Sp	numeric	1484 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig08_AEA.dm.	numeric	1070 unique values 0 missing
MATS7i	numeric	546 unique values 0 missing
piPC03	numeric	655 unique values 0 missing
SpAD_AEA.bo.	numeric	1630 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	956 unique values 0 missing
MATS7m	numeric	737 unique values 0 missing
piPC04	numeric	812 unique values 0 missing
SpAD_AEA.dm.	numeric	2107 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	1094 unique values 0 missing
MATS7p	numeric	598 unique values 0 missing
piPC05	numeric	899 unique values 0 missing
SpAD_AEA.ed.	numeric	1462 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig08_EA	numeric	863 unique values 0 missing
MATS7s	numeric	681 unique values 0 missing
piPC06	numeric	1029 unique values 0 missing
SpAD_AEA.ri.	numeric	2199 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig08_EA.bo.	numeric	961 unique values 0 missing
MATS7v	numeric	633 unique values 0 missing
piPC07	numeric	1133 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2465

Number of instances (rows) of the dataset.

NumberOfFeatures

1436

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

1435

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.49

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.94

Minimum kurtosis among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

2465

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.98

Minimum of means among attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

23.59

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

31076.19

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.88

Third quartile of means 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.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-35.01

Minimum skewness among attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

3.93

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

49.65

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1KurtosisOfNumericAtts

1.81

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.77

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

MaxStdDevOfNumericAtts

103237.51

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.14

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

83.45

Mean kurtosis among attributes of the numeric type.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1SkewnessOfNumericAtts

0.39

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

93.83

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.2

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

AutoCorrelation

-0.16

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2KurtosisOfNumericAtts

6.2

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

Dimensionality

0.58

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.44

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

3.83

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

197.97

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.44