OpenML

JavaScript is required to properly view the contents of this page!

Explore
- Data
- Task
- Flow
- Run
- Study
- Task type
- Measure
- People
Help
Blog
Contact
Please cite us

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL226

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL226 (TID: 114), and it has 3490 rows and 1424 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).

1426 features

pXC50 (target)	numeric	1434 unique values 0 missing
molecule_id (row identifier)	nominal	3490 unique values 0 missing
CATS2D_07_NL	numeric	6 unique values 0 missing
GATS1p	numeric	767 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SAtot	numeric	2826 unique values 0 missing
SpMin2_Bh.p.	numeric	367 unique values 0 missing
AAC	numeric	601 unique values 0 missing
CATS2D_07_PL	numeric	5 unique values 0 missing
GATS1s	numeric	672 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SCBO	numeric	124 unique values 0 missing
SpMin2_Bh.s.	numeric	531 unique values 0 missing
AECC	numeric	1326 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS1v	numeric	521 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SdCH2	numeric	29 unique values 0 missing
SpMin2_Bh.v.	numeric	364 unique values 0 missing
ALOGP	numeric	2398 unique values 0 missing
CATS2D_08_AA	numeric	8 unique values 0 missing
GATS2e	numeric	811 unique values 0 missing
nCp	numeric	8 unique values 0 missing
SddsN	numeric	50 unique values 0 missing
SpMin3_Bh.e.	numeric	590 unique values 0 missing
ALOGP2	numeric	2825 unique values 0 missing
CATS2D_08_AL	numeric	30 unique values 0 missing
GATS2i	numeric	564 unique values 0 missing
nCq	numeric	3 unique values 0 missing
SddssS	numeric	114 unique values 0 missing
SpMin3_Bh.i.	numeric	592 unique values 0 missing
AMR	numeric	3032 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2m	numeric	514 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SdNH	numeric	8 unique values 0 missing
SpMin3_Bh.m.	numeric	552 unique values 0 missing
AMW	numeric	1567 unique values 0 missing
CATS2D_08_AP	numeric	3 unique values 0 missing
GATS2p	numeric	572 unique values 0 missing
nCrq	numeric	3 unique values 0 missing
SdO	numeric	1898 unique values 0 missing
SpMin3_Bh.p.	numeric	507 unique values 0 missing
ARR	numeric	330 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS2s	numeric	662 unique values 0 missing
nCrs	numeric	14 unique values 0 missing
SdS	numeric	26 unique values 0 missing
SpMin3_Bh.s.	numeric	668 unique values 0 missing
ATS1e	numeric	984 unique values 0 missing
CATS2D_08_DD	numeric	6 unique values 0 missing
GATS2v	numeric	494 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SdsCH	numeric	96 unique values 0 missing
SpMin3_Bh.v.	numeric	513 unique values 0 missing
ATS1i	numeric	995 unique values 0 missing
CATS2D_08_DL	numeric	11 unique values 0 missing
GATS3e	numeric	735 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdsN	numeric	202 unique values 0 missing
SpMin4_Bh.e.	numeric	653 unique values 0 missing
ATS1m	numeric	921 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3i	numeric	552 unique values 0 missing
nCs	numeric	17 unique values 0 missing
SdssC	numeric	1223 unique values 0 missing
SpMin4_Bh.i.	numeric	677 unique values 0 missing
ATS1p	numeric	908 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3m	numeric	590 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SdssS	numeric	3 unique values 0 missing
SpMin4_Bh.m.	numeric	658 unique values 0 missing
ATS1s	numeric	956 unique values 0 missing
CATS2D_08_LL	numeric	32 unique values 0 missing
GATS3p	numeric	567 unique values 0 missing
nCsp2	numeric	30 unique values 0 missing
SdsssP	numeric	13 unique values 0 missing
SpMin4_Bh.p.	numeric	616 unique values 0 missing
ATS1v	numeric	905 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
GATS3s	numeric	776 unique values 0 missing
nCsp3	numeric	23 unique values 0 missing
Se	numeric	2209 unique values 0 missing
SpMin4_Bh.s.	numeric	806 unique values 0 missing
ATS2e	numeric	1083 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS3v	numeric	486 unique values 0 missing
nCt	numeric	6 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	605 unique values 0 missing
ATS2i	numeric	1094 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS4e	numeric	897 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
Si	numeric	2277 unique values 0 missing
SpMin5_Bh.e.	numeric	727 unique values 0 missing
ATS2m	numeric	995 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4i	numeric	600 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	734 unique values 0 missing
ATS2p	numeric	979 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	667 unique values 0 missing
nDB	numeric	11 unique values 0 missing
SIC0	numeric	196 unique values 0 missing
SpMin5_Bh.m.	numeric	722 unique values 0 missing
ATS2s	numeric	1145 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4p	numeric	643 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC1	numeric	346 unique values 0 missing
SpMin5_Bh.p.	numeric	717 unique values 0 missing
ATS2v	numeric	954 unique values 0 missing
CATS2D_09_AL	numeric	27 unique values 0 missing
GATS4s	numeric	963 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SIC2	numeric	325 unique values 0 missing
SpMin5_Bh.s.	numeric	790 unique values 0 missing
ATS3e	numeric	1207 unique values 0 missing
CATS2D_09_AN	numeric	4 unique values 0 missing
GATS4v	numeric	562 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SIC3	numeric	263 unique values 0 missing
SpMin5_Bh.v.	numeric	704 unique values 0 missing
ATS3i	numeric	1244 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5e	numeric	1006 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SIC4	numeric	233 unique values 0 missing
SpMin6_Bh.e.	numeric	799 unique values 0 missing
ATS3m	numeric	1101 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5i	numeric	554 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SIC5	numeric	226 unique values 0 missing
SpMin6_Bh.i.	numeric	798 unique values 0 missing
ATS3p	numeric	1103 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5m	numeric	751 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	567 unique values 0 missing
SpMin6_Bh.m.	numeric	790 unique values 0 missing
ATS3s	numeric	1244 unique values 0 missing
CATS2D_09_DL	numeric	12 unique values 0 missing
GATS5p	numeric	637 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM02_AEA.dm.	numeric	1099 unique values 0 missing
SpMin6_Bh.p.	numeric	800 unique values 0 missing
ATS3v	numeric	1076 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5s	numeric	1098 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_AEA.ed.	numeric	252 unique values 0 missing
SpMin6_Bh.s.	numeric	788 unique values 0 missing
ATS4e	numeric	1292 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS5v	numeric	554 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM02_AEA.ri.	numeric	1725 unique values 0 missing
SpMin6_Bh.v.	numeric	783 unique values 0 missing
ATS4i	numeric	1314 unique values 0 missing
CATS2D_09_LL	numeric	31 unique values 0 missing
GATS6e	numeric	1097 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA	numeric	81 unique values 0 missing
SpMin7_Bh.e.	numeric	860 unique values 0 missing
ATS4m	numeric	1141 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6i	numeric	619 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	353 unique values 0 missing
SpMin7_Bh.i.	numeric	823 unique values 0 missing
ATS4p	numeric	1152 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6m	numeric	868 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	626 unique values 0 missing
SpMin7_Bh.m.	numeric	879 unique values 0 missing
ATS4s	numeric	1319 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6p	numeric	719 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	532 unique values 0 missing
SpMin7_Bh.p.	numeric	876 unique values 0 missing
ATS4v	numeric	1154 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6s	numeric	1208 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM02_EA.ri.	numeric	946 unique values 0 missing
SpMin7_Bh.s.	numeric	758 unique values 0 missing
ATS5e	numeric	1323 unique values 0 missing
CENT	numeric	1557 unique values 0 missing
GATS6v	numeric	585 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	820 unique values 0 missing
SpMin7_Bh.v.	numeric	856 unique values 0 missing
ATS5i	numeric	1345 unique values 0 missing
Chi0_AEA.bo.	numeric	1445 unique values 0 missing
GATS7e	numeric	1042 unique values 0 missing
nH	numeric	56 unique values 0 missing
SM03_AEA.dm.	numeric	1077 unique values 0 missing
SpMin8_Bh.e.	numeric	906 unique values 0 missing
ATS5m	numeric	1201 unique values 0 missing
Chi0_AEA.dm.	numeric	1445 unique values 0 missing
GATS7i	numeric	630 unique values 0 missing
nHAcc	numeric	20 unique values 0 missing
SM03_AEA.ed.	numeric	834 unique values 0 missing
SpMin8_Bh.i.	numeric	891 unique values 0 missing
ATS5p	numeric	1225 unique values 0 missing
Chi0_AEA.ed.	numeric	1445 unique values 0 missing
GATS7m	numeric	882 unique values 0 missing
nHDon	numeric	12 unique values 0 missing
SM03_AEA.ri.	numeric	1684 unique values 0 missing
SpMin8_Bh.m.	numeric	927 unique values 0 missing
ATS5s	numeric	1362 unique values 0 missing
Chi0_AEA.ri.	numeric	1445 unique values 0 missing
GATS7p	numeric	690 unique values 0 missing
nHet	numeric	22 unique values 0 missing
SM03_EA	numeric	26 unique values 0 missing
SpMin8_Bh.p.	numeric	907 unique values 0 missing
ATS5v	numeric	1190 unique values 0 missing
Chi0_EA	numeric	1445 unique values 0 missing
GATS7s	numeric	1129 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM03_EA.bo.	numeric	139 unique values 0 missing
SpMin8_Bh.s.	numeric	660 unique values 0 missing
ATS6e	numeric	1373 unique values 0 missing
Chi0_EA.bo.	numeric	2152 unique values 0 missing
GATS7v	numeric	618 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.dm.	numeric	111 unique values 0 missing
SpMin8_Bh.v.	numeric	906 unique values 0 missing
ATS6i	numeric	1393 unique values 0 missing
Chi0_EA.dm.	numeric	2005 unique values 0 missing
GATS8e	numeric	1052 unique values 0 missing
nImidazoles	numeric	4 unique values 0 missing
SM03_EA.ed.	numeric	534 unique values 0 missing
SRW02	numeric	63 unique values 0 missing
ATS6m	numeric	1321 unique values 0 missing
Chi0_EA.ed.	numeric	2170 unique values 0 missing
GATS8i	numeric	655 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	900 unique values 0 missing
SRW03	numeric	4 unique values 0 missing
ATS6p	numeric	1289 unique values 0 missing
Chi0_EA.ri.	numeric	2892 unique values 0 missing
GATS8m	numeric	909 unique values 0 missing
nN	numeric	14 unique values 0 missing
SM04_AEA.bo.	numeric	877 unique values 0 missing
SRW04	numeric	175 unique values 0 missing
ATS6s	numeric	1377 unique values 0 missing
Chi1_AEA.bo.	numeric	1950 unique values 0 missing
GATS8p	numeric	747 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	1069 unique values 0 missing
SRW05	numeric	16 unique values 0 missing
ATS6v	numeric	1274 unique values 0 missing
Chi1_AEA.dm.	numeric	1950 unique values 0 missing
GATS8s	numeric	1177 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	989 unique values 0 missing
SRW06	numeric	601 unique values 0 missing
ATS7e	numeric	1394 unique values 0 missing
Chi1_AEA.ed.	numeric	1950 unique values 0 missing
GATS8v	numeric	680 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ri.	numeric	1588 unique values 0 missing
SRW07	numeric	52 unique values 0 missing
ATS7i	numeric	1424 unique values 0 missing
Chi1_AEA.ri.	numeric	1950 unique values 0 missing
GGI1	numeric	27 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA	numeric	327 unique values 0 missing
SRW08	numeric	926 unique values 0 missing
ATS7m	numeric	1468 unique values 0 missing
Chi1_EA	numeric	1950 unique values 0 missing
GGI10	numeric	373 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	948 unique values 0 missing
SRW09	numeric	199 unique values 0 missing
ATS7p	numeric	1374 unique values 0 missing
Chi1_EA.bo.	numeric	2258 unique values 0 missing
GGI2	numeric	80 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	698 unique values 0 missing
SRW10	numeric	979 unique values 0 missing
ATS7s	numeric	1418 unique values 0 missing
Chi1_EA.dm.	numeric	2115 unique values 0 missing
GGI3	numeric	399 unique values 0 missing
NNRS	numeric	17 unique values 0 missing
SM04_EA.ed.	numeric	1154 unique values 0 missing
SsBr	numeric	82 unique values 0 missing
ATS7v	numeric	1360 unique values 0 missing
Chi1_EA.ed.	numeric	1874 unique values 0 missing
GGI4	numeric	1178 unique values 0 missing
nO	numeric	13 unique values 0 missing
SM04_EA.ri.	numeric	1040 unique values 0 missing
SsCH3	numeric	1656 unique values 0 missing
ATS8e	numeric	1481 unique values 0 missing
Chi1_EA.ri.	numeric	2942 unique values 0 missing
GGI5	numeric	696 unique values 0 missing
nOHp	numeric	4 unique values 0 missing
SM05_AEA.bo.	numeric	910 unique values 0 missing
SsCl	numeric	408 unique values 0 missing
ATS8i	numeric	1493 unique values 0 missing
CIC0	numeric	1179 unique values 0 missing
GGI6	numeric	875 unique values 0 missing
nOHs	numeric	5 unique values 0 missing
SM05_AEA.dm.	numeric	1074 unique values 0 missing
SsF	numeric	420 unique values 0 missing
ATS8m	numeric	1589 unique values 0 missing
CIC1	numeric	1368 unique values 0 missing
GGI7	numeric	722 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1089 unique values 0 missing
SsI	numeric	54 unique values 0 missing
ATS8p	numeric	1479 unique values 0 missing
CIC2	numeric	1214 unique values 0 missing
GGI8	numeric	582 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1521 unique values 0 missing
SsNH2	numeric	521 unique values 0 missing
ATS8s	numeric	1508 unique values 0 missing
CIC3	numeric	959 unique values 0 missing
GGI9	numeric	472 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA	numeric	157 unique values 0 missing
SsOH	numeric	914 unique values 0 missing
ATS8v	numeric	1511 unique values 0 missing
CIC4	numeric	825 unique values 0 missing
GMTI	numeric	2330 unique values 0 missing
nOxolanes	numeric	4 unique values 0 missing
SM05_EA.bo.	numeric	949 unique values 0 missing
SssCH2	numeric	2158 unique values 0 missing
ATSC1e	numeric	397 unique values 0 missing
CIC5	numeric	788 unique values 0 missing
GMTIV	numeric	3101 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	243 unique values 0 missing
SsSH	numeric	5 unique values 0 missing
ATSC1i	numeric	822 unique values 0 missing
CID	numeric	764 unique values 0 missing
GNar	numeric	295 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1254 unique values 0 missing
SssNH	numeric	1286 unique values 0 missing
ATSC1m	numeric	2459 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
H.	numeric	231 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1153 unique values 0 missing
SssO	numeric	984 unique values 0 missing
ATSC1p	numeric	2058 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	24 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	933 unique values 0 missing
SssS	numeric	145 unique values 0 missing
ATSC1s	numeric	2847 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	35 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1170 unique values 0 missing
SsssCH	numeric	1082 unique values 0 missing
ATSC1v	numeric	2240 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_AEA.ed.	numeric	1109 unique values 0 missing
SssSe	numeric	4 unique values 0 missing
ATSC2e	numeric	907 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	7 unique values 0 missing
nPyrimidines	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	1473 unique values 0 missing
SsssN	numeric	957 unique values 0 missing
ATSC2i	numeric	1211 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	12 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM06_EA	numeric	1067 unique values 0 missing
SssssB.	numeric	8 unique values 0 missing
ATSC2m	numeric	2868 unique values 0 missing
CSI	numeric	1066 unique values 0 missing
H.051	numeric	14 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	1046 unique values 0 missing
SssssC	numeric	296 unique values 0 missing
ATSC2p	numeric	2478 unique values 0 missing
DBI	numeric	72 unique values 0 missing
H.052	numeric	17 unique values 0 missing
nR03	numeric	4 unique values 0 missing
SM06_EA.dm.	numeric	652 unique values 0 missing
SssssN.	numeric	3 unique values 0 missing
ATSC2s	numeric	3261 unique values 0 missing
D.Dtr03	numeric	165 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1269 unique values 0 missing
SssssSi	numeric	3 unique values 0 missing
ATSC2v	numeric	2661 unique values 0 missing
D.Dtr04	numeric	20 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM06_EA.ri.	numeric	1182 unique values 0 missing
StCH	numeric	8 unique values 0 missing
ATSC3e	numeric	1204 unique values 0 missing
D.Dtr05	numeric	2261 unique values 0 missing
HDcpx	numeric	321 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM07_AEA.bo.	numeric	987 unique values 0 missing
StN	numeric	120 unique values 0 missing
ATSC3i	numeric	1365 unique values 0 missing
D.Dtr06	numeric	2455 unique values 0 missing
HNar	numeric	284 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	1203 unique values 0 missing
StsC	numeric	209 unique values 0 missing
ATSC3m	numeric	3117 unique values 0 missing
D.Dtr07	numeric	31 unique values 0 missing
HVcpx	numeric	1118 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_AEA.ed.	numeric	1175 unique values 0 missing
Sv	numeric	2237 unique values 0 missing
ATSC3p	numeric	2792 unique values 0 missing
D.Dtr08	numeric	79 unique values 0 missing
Hy	numeric	790 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM07_AEA.ri.	numeric	1474 unique values 0 missing
TIC0	numeric	2160 unique values 0 missing
ATSC3s	numeric	3328 unique values 0 missing
D.Dtr09	numeric	1955 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM07_EA	numeric	782 unique values 0 missing
TIC1	numeric	2714 unique values 0 missing
ATSC3v	numeric	2907 unique values 0 missing
D.Dtr10	numeric	276 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1151 unique values 0 missing
TIC2	numeric	2532 unique values 0 missing
ATSC4e	numeric	1284 unique values 0 missing
D.Dtr11	numeric	6 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	260 unique values 0 missing
TIC3	numeric	1946 unique values 0 missing
ATSC4i	numeric	1437 unique values 0 missing
D.Dtr12	numeric	404 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	1371 unique values 0 missing
TIC4	numeric	1712 unique values 0 missing
ATSC4m	numeric	3252 unique values 0 missing
DECC	numeric	1178 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	1263 unique values 0 missing
TIC5	numeric	1658 unique values 0 missing
ATSC4p	numeric	2898 unique values 0 missing
DELS	numeric	3263 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	994 unique values 0 missing
TIE	numeric	3336 unique values 0 missing
ATSC4s	numeric	3351 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	2160 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1240 unique values 0 missing
TPC	numeric	1404 unique values 0 missing
ATSC4v	numeric	3038 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	601 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1190 unique values 0 missing
TPSA.NO.	numeric	956 unique values 0 missing
ATSC5e	numeric	1216 unique values 0 missing
DLS_01	numeric	5 unique values 0 missing
IC1	numeric	1203 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1506 unique values 0 missing
TPSA.Tot.	numeric	1032 unique values 0 missing
ATSC5i	numeric	1437 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC2	numeric	1345 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA	numeric	1187 unique values 0 missing
TRS	numeric	34 unique values 0 missing
ATSC5m	numeric	3232 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	1159 unique values 0 missing
nRCONHR	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	1170 unique values 0 missing
TWC	numeric	1040 unique values 0 missing
ATSC5p	numeric	2891 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC4	numeric	1058 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	591 unique values 0 missing
Uc	numeric	36 unique values 0 missing
ATSC5s	numeric	3331 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	1031 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1439 unique values 0 missing
Ui	numeric	36 unique values 0 missing
ATSC5v	numeric	3037 unique values 0 missing
DLS_06	numeric	7 unique values 0 missing
ICR	numeric	833 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1318 unique values 0 missing
Uindex	numeric	2357 unique values 0 missing
ATSC6e	numeric	1175 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	588 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	471 unique values 0 missing
UNIP	numeric	294 unique values 0 missing
ATSC6i	numeric	1462 unique values 0 missing
DLS_cons	numeric	67 unique values 0 missing
IDDM	numeric	508 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM09_AEA.dm.	numeric	1239 unique values 0 missing
VAR	numeric	309 unique values 0 missing
ATSC6m	numeric	3226 unique values 0 missing
Dz	numeric	451 unique values 0 missing
IDE	numeric	1175 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_AEA.ed.	numeric	1236 unique values 0 missing
Vindex	numeric	290 unique values 0 missing
ATSC6p	numeric	2887 unique values 0 missing
ECC	numeric	643 unique values 0 missing
IDET	numeric	2464 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1557 unique values 0 missing
VvdwMG	numeric	2031 unique values 0 missing
ATSC6s	numeric	3343 unique values 0 missing
Eig01_AEA.bo.	numeric	432 unique values 0 missing
IDM	numeric	1404 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA	numeric	1221 unique values 0 missing
VvdwZAZ	numeric	2465 unique values 0 missing
ATSC6v	numeric	3029 unique values 0 missing
Eig01_AEA.dm.	numeric	670 unique values 0 missing
IDMT	numeric	2471 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	1271 unique values 0 missing
Vx	numeric	2031 unique values 0 missing
ATSC7e	numeric	1152 unique values 0 missing
Eig01_AEA.ed.	numeric	544 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	252 unique values 0 missing
Wap	numeric	2203 unique values 0 missing
ATSC7i	numeric	1506 unique values 0 missing
Eig01_AEA.ri.	numeric	504 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1450 unique values 0 missing
X.	numeric	85 unique values 0 missing
ATSC7m	numeric	3236 unique values 0 missing
Eig01_EA	numeric	471 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROH	numeric	7 unique values 0 missing
SM09_EA.ri.	numeric	1384 unique values 0 missing
X0	numeric	652 unique values 0 missing
ATSC7p	numeric	2866 unique values 0 missing
Eig01_EA.bo.	numeric	538 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM10_AEA.bo.	numeric	684 unique values 0 missing
X0A	numeric	89 unique values 0 missing
ATSC7s	numeric	3338 unique values 0 missing
Eig01_EA.dm.	numeric	162 unique values 0 missing
ISIZ	numeric	93 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM10_AEA.dm.	numeric	876 unique values 0 missing
X0Av	numeric	174 unique values 0 missing
ATSC7v	numeric	3026 unique values 0 missing
Eig01_EA.ed.	numeric	876 unique values 0 missing
IVDE	numeric	427 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1265 unique values 0 missing
X0sol	numeric	1034 unique values 0 missing
ATSC8e	numeric	1119 unique values 0 missing
Eig01_EA.ri.	numeric	498 unique values 0 missing
IVDM	numeric	488 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1630 unique values 0 missing
X0v	numeric	2500 unique values 0 missing
ATSC8i	numeric	1500 unique values 0 missing
Eig02_AEA.bo.	numeric	639 unique values 0 missing
JGI1	numeric	161 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM10_EA	numeric	1261 unique values 0 missing
X1	numeric	1438 unique values 0 missing
ATSC8m	numeric	3220 unique values 0 missing
Eig02_AEA.dm.	numeric	916 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1290 unique values 0 missing
X1A	numeric	66 unique values 0 missing
ATSC8p	numeric	2906 unique values 0 missing
Eig02_AEA.ed.	numeric	776 unique values 0 missing
JGI2	numeric	80 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM10_EA.dm.	numeric	495 unique values 0 missing
X1Av	numeric	140 unique values 0 missing
ATSC8s	numeric	3312 unique values 0 missing
Eig02_AEA.ri.	numeric	751 unique values 0 missing
JGI3	numeric	63 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM10_EA.ed.	numeric	1467 unique values 0 missing
X1Kup	numeric	2569 unique values 0 missing
ATSC8v	numeric	3021 unique values 0 missing
Eig02_EA	numeric	684 unique values 0 missing
JGI4	numeric	49 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM10_EA.ri.	numeric	1394 unique values 0 missing
X1Mad	numeric	2753 unique values 0 missing
BAC	numeric	111 unique values 0 missing
Eig02_EA.bo.	numeric	732 unique values 0 missing
JGI5	numeric	37 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	756 unique values 0 missing
X1MulPer	numeric	2488 unique values 0 missing
BBI	numeric	81 unique values 0 missing
Eig02_EA.dm.	numeric	158 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	1230 unique values 0 missing
X1Per	numeric	2430 unique values 0 missing
BIC0	numeric	179 unique values 0 missing
Eig02_EA.ed.	numeric	1230 unique values 0 missing
JGI7	numeric	28 unique values 0 missing
nSK	numeric	57 unique values 0 missing
SM11_AEA.ed.	numeric	1284 unique values 0 missing
X1sol	numeric	1790 unique values 0 missing
BIC1	numeric	312 unique values 0 missing
Eig02_EA.ri.	numeric	705 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NsNH2	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	538 unique values 0 missing
X1v	numeric	2586 unique values 0 missing
BIC2	numeric	301 unique values 0 missing
Eig03_AEA.bo.	numeric	712 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA	numeric	1301 unique values 0 missing
X2	numeric	2145 unique values 0 missing
BIC3	numeric	246 unique values 0 missing
Eig03_AEA.dm.	numeric	985 unique values 0 missing
JGT	numeric	296 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1332 unique values 0 missing
X2A	numeric	71 unique values 0 missing
BIC4	numeric	214 unique values 0 missing
Eig03_AEA.ed.	numeric	901 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	237 unique values 0 missing
X2Av	numeric	114 unique values 0 missing
BIC5	numeric	208 unique values 0 missing
Eig03_AEA.ri.	numeric	836 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	1434 unique values 0 missing
X2sol	numeric	2251 unique values 0 missing
BID	numeric	171 unique values 0 missing
Eig03_EA	numeric	756 unique values 0 missing
LOC	numeric	751 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1457 unique values 0 missing
X2v	numeric	2605 unique values 0 missing
BLI	numeric	366 unique values 0 missing
Eig03_EA.bo.	numeric	879 unique values 0 missing
LPRS	numeric	2453 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM12_AEA.bo.	numeric	836 unique values 0 missing
X3	numeric	2158 unique values 0 missing
BLTA96	numeric	558 unique values 0 missing
Eig03_EA.dm.	numeric	142 unique values 0 missing
MATS1e	numeric	402 unique values 0 missing
NssCH2	numeric	18 unique values 0 missing
SM12_AEA.dm.	numeric	1418 unique values 0 missing
X3A	numeric	53 unique values 0 missing
BLTD48	numeric	538 unique values 0 missing
Eig03_EA.ed.	numeric	1418 unique values 0 missing
MATS1i	numeric	623 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1303 unique values 0 missing
X3Av	numeric	72 unique values 0 missing
BLTF96	numeric	494 unique values 0 missing
Eig03_EA.ri.	numeric	813 unique values 0 missing
MATS1m	numeric	213 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM12_AEA.ri.	numeric	732 unique values 0 missing
X3sol	numeric	2233 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_AEA.bo.	numeric	801 unique values 0 missing
MATS1p	numeric	407 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM12_EA	numeric	1341 unique values 0 missing
X3v	numeric	2447 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
Eig04_AEA.dm.	numeric	1078 unique values 0 missing
MATS1s	numeric	356 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1319 unique values 0 missing
X4	numeric	2115 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig04_AEA.ed.	numeric	1004 unique values 0 missing
MATS1v	numeric	224 unique values 0 missing
NsssCH	numeric	11 unique values 0 missing
SM12_EA.dm.	numeric	441 unique values 0 missing
X4A	numeric	43 unique values 0 missing
C.	numeric	199 unique values 0 missing
Eig04_AEA.ri.	numeric	945 unique values 0 missing
MATS2e	numeric	576 unique values 0 missing
NssSe	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1429 unique values 0 missing
X4Av	numeric	53 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig04_EA	numeric	836 unique values 0 missing
MATS2i	numeric	550 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.ri.	numeric	1521 unique values 0 missing
X4sol	numeric	2184 unique values 0 missing
C.002	numeric	13 unique values 0 missing
Eig04_EA.bo.	numeric	913 unique values 0 missing
MATS2m	numeric	405 unique values 0 missing
NssssB.	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	951 unique values 0 missing
X4v	numeric	2234 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig04_EA.dm.	numeric	123 unique values 0 missing
MATS2p	numeric	478 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_AEA.dm.	numeric	1560 unique values 0 missing
X5	numeric	2051 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig04_EA.ed.	numeric	1560 unique values 0 missing
MATS2s	numeric	556 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	1326 unique values 0 missing
X5A	numeric	34 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig04_EA.ri.	numeric	965 unique values 0 missing
MATS2v	numeric	454 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	879 unique values 0 missing
X5Av	numeric	36 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig05_AEA.bo.	numeric	935 unique values 0 missing
MATS3e	numeric	516 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA	numeric	1370 unique values 0 missing
X5sol	numeric	2124 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_AEA.dm.	numeric	1165 unique values 0 missing
MATS3i	numeric	499 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	1369 unique values 0 missing
X5v	numeric	1974 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig05_AEA.ed.	numeric	1111 unique values 0 missing
MATS3m	numeric	510 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	229 unique values 0 missing
Xindex	numeric	372 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_AEA.ri.	numeric	1065 unique values 0 missing
MATS3p	numeric	479 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1460 unique values 0 missing
XMOD	numeric	2973 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_EA	numeric	951 unique values 0 missing
MATS3s	numeric	489 unique values 0 missing
nThiranes	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	1539 unique values 0 missing
Xt	numeric	154 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	990 unique values 0 missing
MATS3v	numeric	459 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	1066 unique values 0 missing
Xu	numeric	2314 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig05_EA.dm.	numeric	106 unique values 0 missing
MATS4e	numeric	580 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1668 unique values 0 missing
Yindex	numeric	696 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1668 unique values 0 missing
MATS4i	numeric	555 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1346 unique values 0 missing
ZM1	numeric	122 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	1053 unique values 0 missing
MATS4m	numeric	567 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	913 unique values 0 missing
ZM1Kup	numeric	2708 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	1010 unique values 0 missing
MATS4p	numeric	525 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA	numeric	1398 unique values 0 missing
ZM1Mad	numeric	2942 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig06_AEA.dm.	numeric	1254 unique values 0 missing
MATS4s	numeric	522 unique values 0 missing
O.	numeric	121 unique values 0 missing
SM14_EA.bo.	numeric	1341 unique values 0 missing
ZM1MulPer	numeric	3128 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_AEA.ed.	numeric	1260 unique values 0 missing
MATS4v	numeric	542 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	412 unique values 0 missing
ZM1Per	numeric	3042 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	1179 unique values 0 missing
MATS5e	numeric	650 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	1415 unique values 0 missing
ZM1V	numeric	301 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_EA	numeric	1066 unique values 0 missing
MATS5i	numeric	508 unique values 0 missing
O.058	numeric	8 unique values 0 missing
SM14_EA.ri.	numeric	1573 unique values 0 missing
ZM2	numeric	245 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	1140 unique values 0 missing
MATS5m	numeric	558 unique values 0 missing
O.059	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	1079 unique values 0 missing
ZM2Kup	numeric	3063 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	68 unique values 0 missing
MATS5p	numeric	505 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	1761 unique values 0 missing
ZM2Mad	numeric	3166 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1761 unique values 0 missing
MATS5s	numeric	601 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1378 unique values 0 missing
ZM2MulPer	numeric	3181 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	1161 unique values 0 missing
MATS5v	numeric	521 unique values 0 missing
ON0	numeric	204 unique values 0 missing
SM15_AEA.ri.	numeric	990 unique values 0 missing
ZM2Per	numeric	3113 unique values 0 missing
C.024	numeric	20 unique values 0 missing
Eig07_AEA.bo.	numeric	1061 unique values 0 missing
MATS6e	numeric	675 unique values 0 missing
ON0V	numeric	1101 unique values 0 missing
SM15_EA	numeric	1423 unique values 0 missing
ZM2V	numeric	507 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig07_AEA.dm.	numeric	1283 unique values 0 missing
MATS6i	numeric	538 unique values 0 missing
ON1	numeric	381 unique values 0 missing
SM15_EA.bo.	numeric	1374 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig07_AEA.ed.	numeric	1278 unique values 0 missing
MATS6m	numeric	649 unique values 0 missing
ON1V	numeric	1825 unique values 0 missing
SM15_EA.dm.	numeric	222 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig07_AEA.ri.	numeric	1238 unique values 0 missing
MATS6p	numeric	567 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.ed.	numeric	1403 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig07_EA	numeric	1079 unique values 0 missing
MATS6s	numeric	635 unique values 0 missing
PCD	numeric	1657 unique values 0 missing
SM15_EA.ri.	numeric	1630 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig07_EA.bo.	numeric	1200 unique values 0 missing
MATS6v	numeric	587 unique values 0 missing
PCR	numeric	448 unique values 0 missing
SMTI	numeric	2338 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	40 unique values 0 missing
MATS7e	numeric	686 unique values 0 missing
PDI	numeric	260 unique values 0 missing
SMTIV	numeric	3040 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1725 unique values 0 missing
MATS7i	numeric	545 unique values 0 missing
PHI	numeric	2115 unique values 0 missing
SNar	numeric	249 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	1222 unique values 0 missing
MATS7m	numeric	671 unique values 0 missing
piID	numeric	1934 unique values 0 missing
Sp	numeric	2051 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig08_AEA.bo.	numeric	1076 unique values 0 missing
MATS7p	numeric	560 unique values 0 missing
piPC01	numeric	124 unique values 0 missing
SpAD_AEA.bo.	numeric	2513 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_AEA.dm.	numeric	1305 unique values 0 missing
MATS7s	numeric	660 unique values 0 missing
piPC02	numeric	353 unique values 0 missing
SpAD_AEA.dm.	numeric	2945 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1281 unique values 0 missing
MATS7v	numeric	594 unique values 0 missing
piPC03	numeric	830 unique values 0 missing
SpAD_AEA.ed.	numeric	2404 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	1250 unique values 0 missing
MATS8e	numeric	686 unique values 0 missing
piPC04	numeric	976 unique values 0 missing
SpAD_AEA.ri.	numeric	3190 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_EA	numeric	1099 unique values 0 missing
MATS8i	numeric	552 unique values 0 missing
piPC05	numeric	1082 unique values 0 missing
SpAD_EA	numeric	2401 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	1188 unique values 0 missing
MATS8m	numeric	740 unique values 0 missing
piPC06	numeric	1205 unique values 0 missing
SpAD_EA.bo.	numeric	2528 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	24 unique values 0 missing
MATS8p	numeric	638 unique values 0 missing
piPC07	numeric	1322 unique values 0 missing
SpAD_EA.dm.	numeric	747 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig08_EA.ed.	numeric	1684 unique values 0 missing
MATS8s	numeric	691 unique values 0 missing
piPC08	numeric	1394 unique values 0 missing
SpAD_EA.ed.	numeric	2445 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1218 unique values 0 missing
MATS8v	numeric	670 unique values 0 missing
piPC09	numeric	1482 unique values 0 missing
SpAD_EA.ri.	numeric	3157 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	1072 unique values 0 missing
MAXDN	numeric	1583 unique values 0 missing
piPC10	numeric	1584 unique values 0 missing
SpDiam_AEA.bo.	numeric	626 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	1273 unique values 0 missing
MAXDP	numeric	2009 unique values 0 missing
PJI2	numeric	25 unique values 0 missing
SpDiam_AEA.dm.	numeric	674 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1244 unique values 0 missing
MCD	numeric	274 unique values 0 missing
Pol	numeric	88 unique values 0 missing
SpDiam_AEA.ed.	numeric	832 unique values 0 missing
CATS2D_00_DD	numeric	4 unique values 0 missing
Eig09_AEA.ri.	numeric	1237 unique values 0 missing
MDDD	numeric	2306 unique values 0 missing
Psi_e_0	numeric	2558 unique values 0 missing
SpDiam_AEA.ri.	numeric	565 unique values 0 missing
CATS2D_00_DP	numeric	4 unique values 0 missing
Eig09_EA	numeric	1077 unique values 0 missing
Me	numeric	95 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA	numeric	471 unique values 0 missing
CATS2D_00_PP	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	1214 unique values 0 missing
Mi	numeric	82 unique values 0 missing
Psi_e_1	numeric	2279 unique values 0 missing
SpDiam_EA.bo.	numeric	566 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig09_EA.dm.	numeric	13 unique values 0 missing
MLOGP	numeric	1863 unique values 0 missing
Psi_e_A	numeric	782 unique values 0 missing
SpDiam_EA.dm.	numeric	198 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	1588 unique values 0 missing
MLOGP2	numeric	2223 unique values 0 missing
Psi_i_0	numeric	2564 unique values 0 missing
SpDiam_EA.ed.	numeric	1054 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	1219 unique values 0 missing
Mp	numeric	193 unique values 0 missing
Psi_i_0d	numeric	6 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3490

Number of instances (rows) of the dataset.

NumberOfFeatures

1426

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

1425

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxMeansOfNumericAtts

42031.79

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

7.79

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.81

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-41.77

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

59.08

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

1.88

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

108333.01

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.78

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.32

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

0.16

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

101.59

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

119.11

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.33

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.05

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

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.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

0.41

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

2.56

Second quartile (Median) of kurtosis 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

3.23

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.56

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

165.91

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation