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-CHEMBL2334

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL2334 (TID: 10131), and it has 1979 rows and 1404 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).

1406 features

pXC50 (target)	numeric	983 unique values 0 missing
molecule_id (row identifier)	nominal	1979 unique values 0 missing
CATS2D_08_AP	numeric	3 unique values 0 missing
GATS2v	numeric	503 unique values 0 missing
nCrq	numeric	3 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	697 unique values 0 missing
AAC	numeric	597 unique values 0 missing
CATS2D_08_DA	numeric	8 unique values 0 missing
GATS3e	numeric	603 unique values 0 missing
nCrs	numeric	13 unique values 0 missing
SIC0	numeric	213 unique values 0 missing
SpMin5_Bh.m.	numeric	678 unique values 0 missing
AECC	numeric	1068 unique values 0 missing
CATS2D_08_DD	numeric	5 unique values 0 missing
GATS3i	numeric	509 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SIC1	numeric	318 unique values 0 missing
SpMin5_Bh.p.	numeric	694 unique values 0 missing
ALOGP	numeric	1550 unique values 0 missing
CATS2D_08_DL	numeric	17 unique values 0 missing
GATS3m	numeric	532 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SIC2	numeric	289 unique values 0 missing
SpMin5_Bh.s.	numeric	715 unique values 0 missing
ALOGP2	numeric	1759 unique values 0 missing
CATS2D_08_DN	numeric	4 unique values 0 missing
GATS3p	numeric	502 unique values 0 missing
nCs	numeric	20 unique values 0 missing
SIC3	numeric	239 unique values 0 missing
SpMin5_Bh.v.	numeric	686 unique values 0 missing
AMR	numeric	1818 unique values 0 missing
CATS2D_08_DP	numeric	2 unique values 0 missing
GATS3s	numeric	609 unique values 0 missing
nCsp	numeric	3 unique values 0 missing
SIC4	numeric	204 unique values 0 missing
SpMin6_Bh.e.	numeric	688 unique values 0 missing
AMW	numeric	1269 unique values 0 missing
CATS2D_08_LL	numeric	29 unique values 0 missing
GATS3v	numeric	410 unique values 0 missing
nCsp2	numeric	27 unique values 0 missing
SIC5	numeric	194 unique values 0 missing
SpMin6_Bh.i.	numeric	692 unique values 0 missing
ARR	numeric	246 unique values 0 missing
CATS2D_08_NL	numeric	7 unique values 0 missing
GATS4e	numeric	721 unique values 0 missing
nCsp3	numeric	28 unique values 0 missing
SM02_AEA.bo.	numeric	494 unique values 0 missing
SpMin6_Bh.m.	numeric	701 unique values 0 missing
ATS1e	numeric	898 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS4i	numeric	523 unique values 0 missing
nCt	numeric	7 unique values 0 missing
SM02_AEA.dm.	numeric	873 unique values 0 missing
SpMin6_Bh.p.	numeric	706 unique values 0 missing
ATS1i	numeric	902 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4m	numeric	646 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	228 unique values 0 missing
SpMin6_Bh.s.	numeric	686 unique values 0 missing
ATS1m	numeric	850 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4p	numeric	535 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1211 unique values 0 missing
SpMin6_Bh.v.	numeric	681 unique values 0 missing
ATS1p	numeric	848 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4s	numeric	738 unique values 0 missing
nDB	numeric	13 unique values 0 missing
SM02_EA	numeric	68 unique values 0 missing
SpMin7_Bh.e.	numeric	749 unique values 0 missing
ATS1s	numeric	888 unique values 0 missing
CATS2D_09_AL	numeric	22 unique values 0 missing
GATS4v	numeric	451 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	300 unique values 0 missing
SpMin7_Bh.i.	numeric	721 unique values 0 missing
ATS1v	numeric	824 unique values 0 missing
CATS2D_09_AN	numeric	5 unique values 0 missing
GATS5e	numeric	874 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM02_EA.dm.	numeric	624 unique values 0 missing
SpMin7_Bh.m.	numeric	742 unique values 0 missing
ATS2e	numeric	969 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5i	numeric	510 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM02_EA.ed.	numeric	482 unique values 0 missing
SpMin7_Bh.p.	numeric	764 unique values 0 missing
ATS2i	numeric	987 unique values 0 missing
CATS2D_09_DA	numeric	10 unique values 0 missing
GATS5m	numeric	665 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	869 unique values 0 missing
SpMin7_Bh.s.	numeric	608 unique values 0 missing
ATS2m	numeric	911 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5p	numeric	570 unique values 0 missing
NdO	numeric	12 unique values 0 missing
SM03_AEA.bo.	numeric	769 unique values 0 missing
SpMin7_Bh.v.	numeric	743 unique values 0 missing
ATS2p	numeric	875 unique values 0 missing
CATS2D_09_DL	numeric	18 unique values 0 missing
GATS5s	numeric	910 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	905 unique values 0 missing
SpMin8_Bh.e.	numeric	792 unique values 0 missing
ATS2s	numeric	1043 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS5v	numeric	452 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_AEA.ed.	numeric	745 unique values 0 missing
SpMin8_Bh.i.	numeric	780 unique values 0 missing
ATS2v	numeric	870 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6e	numeric	1000 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM03_AEA.ri.	numeric	1175 unique values 0 missing
SpMin8_Bh.m.	numeric	777 unique values 0 missing
ATS3e	numeric	1053 unique values 0 missing
CATS2D_09_LL	numeric	26 unique values 0 missing
GATS6i	numeric	587 unique values 0 missing
NdssC	numeric	13 unique values 0 missing
SM03_EA	numeric	24 unique values 0 missing
SpMin8_Bh.p.	numeric	817 unique values 0 missing
ATS3i	numeric	1082 unique values 0 missing
CATS2D_09_NL	numeric	8 unique values 0 missing
GATS6m	numeric	725 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	151 unique values 0 missing
SpMin8_Bh.s.	numeric	517 unique values 0 missing
ATS3m	numeric	1002 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6p	numeric	602 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	159 unique values 0 missing
SpMin8_Bh.v.	numeric	785 unique values 0 missing
ATS3p	numeric	998 unique values 0 missing
CENT	numeric	1119 unique values 0 missing
GATS6s	numeric	995 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	515 unique values 0 missing
SRW02	numeric	50 unique values 0 missing
ATS3s	numeric	1047 unique values 0 missing
Chi0_AEA.bo.	numeric	1013 unique values 0 missing
GATS6v	numeric	533 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_EA.ri.	numeric	864 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS3v	numeric	980 unique values 0 missing
Chi0_AEA.dm.	numeric	1013 unique values 0 missing
GATS7e	numeric	968 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	852 unique values 0 missing
SRW04	numeric	154 unique values 0 missing
ATS4e	numeric	1139 unique values 0 missing
Chi0_AEA.ed.	numeric	1013 unique values 0 missing
GATS7i	numeric	532 unique values 0 missing
nH	numeric	53 unique values 0 missing
SM04_AEA.dm.	numeric	962 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS4i	numeric	1150 unique values 0 missing
Chi0_AEA.ri.	numeric	1013 unique values 0 missing
GATS7m	numeric	711 unique values 0 missing
nHAcc	numeric	24 unique values 0 missing
SM04_AEA.ed.	numeric	910 unique values 0 missing
SRW06	numeric	541 unique values 0 missing
ATS4m	numeric	1071 unique values 0 missing
Chi0_EA	numeric	1013 unique values 0 missing
GATS7p	numeric	597 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM04_AEA.ri.	numeric	1159 unique values 0 missing
SRW07	numeric	29 unique values 0 missing
ATS4p	numeric	1098 unique values 0 missing
Chi0_EA.bo.	numeric	1517 unique values 0 missing
GATS7s	numeric	1018 unique values 0 missing
nHet	numeric	24 unique values 0 missing
SM04_EA	numeric	294 unique values 0 missing
SRW08	numeric	850 unique values 0 missing
ATS4s	numeric	1159 unique values 0 missing
Chi0_EA.dm.	numeric	1477 unique values 0 missing
GATS7v	numeric	504 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM04_EA.bo.	numeric	874 unique values 0 missing
SRW09	numeric	114 unique values 0 missing
ATS4v	numeric	1068 unique values 0 missing
Chi0_EA.ed.	numeric	1501 unique values 0 missing
GATS8e	numeric	967 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	708 unique values 0 missing
SRW10	numeric	955 unique values 0 missing
ATS5e	numeric	1209 unique values 0 missing
Chi0_EA.ri.	numeric	1779 unique values 0 missing
GATS8i	numeric	566 unique values 0 missing
nImidazoles	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1139 unique values 0 missing
SsBr	numeric	111 unique values 0 missing
ATS5i	numeric	1214 unique values 0 missing
Chi1_AEA.bo.	numeric	1311 unique values 0 missing
GATS8m	numeric	758 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	993 unique values 0 missing
SsCH3	numeric	1001 unique values 0 missing
ATS5m	numeric	1166 unique values 0 missing
Chi1_AEA.dm.	numeric	1311 unique values 0 missing
GATS8p	numeric	625 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	858 unique values 0 missing
SsCl	numeric	260 unique values 0 missing
ATS5p	numeric	1147 unique values 0 missing
Chi1_AEA.ed.	numeric	1311 unique values 0 missing
GATS8s	numeric	1022 unique values 0 missing
nN	numeric	10 unique values 0 missing
SM05_AEA.dm.	numeric	1019 unique values 0 missing
SsF	numeric	318 unique values 0 missing
ATS5s	numeric	1270 unique values 0 missing
Chi1_AEA.ri.	numeric	1311 unique values 0 missing
GATS8v	numeric	561 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	997 unique values 0 missing
SsI	numeric	8 unique values 0 missing
ATS5v	numeric	1167 unique values 0 missing
Chi1_EA	numeric	1311 unique values 0 missing
GGI1	numeric	30 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1214 unique values 0 missing
SsNH2	numeric	82 unique values 0 missing
ATS6e	numeric	1256 unique values 0 missing
Chi1_EA.bo.	numeric	1572 unique values 0 missing
GGI10	numeric	368 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA	numeric	148 unique values 0 missing
SsOH	numeric	623 unique values 0 missing
ATS6i	numeric	1259 unique values 0 missing
Chi1_EA.dm.	numeric	1570 unique values 0 missing
GGI2	numeric	62 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	979 unique values 0 missing
SssCH2	numeric	1241 unique values 0 missing
ATS6m	numeric	1212 unique values 0 missing
Chi1_EA.ed.	numeric	1373 unique values 0 missing
GGI3	numeric	408 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	285 unique values 0 missing
SssNH	numeric	980 unique values 0 missing
ATS6p	numeric	1202 unique values 0 missing
Chi1_EA.ri.	numeric	1766 unique values 0 missing
GGI4	numeric	958 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
SM05_EA.ed.	numeric	1169 unique values 0 missing
SssO	numeric	854 unique values 0 missing
ATS6s	numeric	1313 unique values 0 missing
CIC0	numeric	1033 unique values 0 missing
GGI5	numeric	678 unique values 0 missing
nO	numeric	17 unique values 0 missing
SM05_EA.ri.	numeric	1110 unique values 0 missing
SssS	numeric	183 unique values 0 missing
ATS6v	numeric	1229 unique values 0 missing
CIC1	numeric	1052 unique values 0 missing
GGI6	numeric	790 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	918 unique values 0 missing
SsssCH	numeric	753 unique values 0 missing
ATS7e	numeric	1315 unique values 0 missing
CIC2	numeric	946 unique values 0 missing
GGI7	numeric	689 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_AEA.dm.	numeric	1007 unique values 0 missing
SsssN	numeric	625 unique values 0 missing
ATS7i	numeric	1334 unique values 0 missing
CIC3	numeric	753 unique values 0 missing
GGI8	numeric	594 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1037 unique values 0 missing
SssssC	numeric	161 unique values 0 missing
ATS7m	numeric	1236 unique values 0 missing
CIC4	numeric	658 unique values 0 missing
GGI9	numeric	481 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1237 unique values 0 missing
SssssSi	numeric	4 unique values 0 missing
ATS7p	numeric	1215 unique values 0 missing
CIC5	numeric	622 unique values 0 missing
GMTI	numeric	1581 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM06_EA	numeric	966 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATS7s	numeric	1342 unique values 0 missing
CID	numeric	695 unique values 0 missing
GMTIV	numeric	1862 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	1030 unique values 0 missing
StN	numeric	83 unique values 0 missing
ATS7v	numeric	1255 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
GNar	numeric	314 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	665 unique values 0 missing
StsC	numeric	90 unique values 0 missing
ATS8e	numeric	1331 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.	numeric	224 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1224 unique values 0 missing
Sv	numeric	1576 unique values 0 missing
ATS8i	numeric	1350 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	25 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1132 unique values 0 missing
TIC0	numeric	1456 unique values 0 missing
ATS8m	numeric	1323 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	29 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	947 unique values 0 missing
TIC1	numeric	1707 unique values 0 missing
ATS8p	numeric	1266 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	970 unique values 0 missing
TIC2	numeric	1678 unique values 0 missing
ATS8s	numeric	1358 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1067 unique values 0 missing
TIC3	numeric	1340 unique values 0 missing
ATS8v	numeric	1281 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	1234 unique values 0 missing
TIC4	numeric	1194 unique values 0 missing
ATSC1e	numeric	361 unique values 0 missing
CSI	numeric	844 unique values 0 missing
H.051	numeric	12 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA	numeric	728 unique values 0 missing
TIC5	numeric	1144 unique values 0 missing
ATSC1i	numeric	744 unique values 0 missing
DBI	numeric	98 unique values 0 missing
H.052	numeric	16 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	1145 unique values 0 missing
TIE	numeric	1936 unique values 0 missing
ATSC1m	numeric	1662 unique values 0 missing
D.Dtr03	numeric	28 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR05	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	301 unique values 0 missing
TPC	numeric	1032 unique values 0 missing
ATSC1p	numeric	1512 unique values 0 missing
D.Dtr04	numeric	38 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM07_EA.ed.	numeric	1271 unique values 0 missing
TPSA.NO.	numeric	838 unique values 0 missing
ATSC1s	numeric	1840 unique values 0 missing
D.Dtr05	numeric	1188 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1213 unique values 0 missing
TPSA.Tot.	numeric	970 unique values 0 missing
ATSC1v	numeric	1556 unique values 0 missing
D.Dtr06	numeric	1605 unique values 0 missing
HDcpx	numeric	313 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	997 unique values 0 missing
TRS	numeric	31 unique values 0 missing
ATSC2e	numeric	812 unique values 0 missing
D.Dtr07	numeric	51 unique values 0 missing
HNar	numeric	320 unique values 0 missing
nR09	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	961 unique values 0 missing
TWC	numeric	991 unique values 0 missing
ATSC2i	numeric	1015 unique values 0 missing
D.Dtr08	numeric	54 unique values 0 missing
HVcpx	numeric	871 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_AEA.ed.	numeric	1143 unique values 0 missing
Uc	numeric	30 unique values 0 missing
ATSC2m	numeric	1769 unique values 0 missing
D.Dtr09	numeric	610 unique values 0 missing
Hy	numeric	601 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	1190 unique values 0 missing
Ui	numeric	34 unique values 0 missing
ATSC2p	numeric	1649 unique values 0 missing
D.Dtr10	numeric	393 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM08_EA	numeric	1116 unique values 0 missing
Uindex	numeric	1600 unique values 0 missing
ATSC2s	numeric	1927 unique values 0 missing
D.Dtr11	numeric	15 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1157 unique values 0 missing
UNIP	numeric	233 unique values 0 missing
ATSC2v	numeric	1698 unique values 0 missing
D.Dtr12	numeric	42 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	588 unique values 0 missing
VAR	numeric	260 unique values 0 missing
ATSC3e	numeric	969 unique values 0 missing
DECC	numeric	915 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	1308 unique values 0 missing
Vindex	numeric	254 unique values 0 missing
ATSC3i	numeric	1143 unique values 0 missing
DELS	numeric	1934 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRCN	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1211 unique values 0 missing
VvdwMG	numeric	1443 unique values 0 missing
ATSC3m	numeric	1871 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1456 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	615 unique values 0 missing
VvdwZAZ	numeric	1632 unique values 0 missing
ATSC3p	numeric	1776 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	597 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	937 unique values 0 missing
Vx	numeric	1443 unique values 0 missing
ATSC3s	numeric	1933 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	963 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	1160 unique values 0 missing
Wap	numeric	1499 unique values 0 missing
ATSC3v	numeric	1811 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1118 unique values 0 missing
nRCONHR	numeric	6 unique values 0 missing
SM09_AEA.ri.	numeric	1163 unique values 0 missing
X.	numeric	87 unique values 0 missing
ATSC4e	numeric	1081 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	952 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA	numeric	1172 unique values 0 missing
X0	numeric	643 unique values 0 missing
ATSC4i	numeric	1191 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC4	numeric	878 unique values 0 missing
nRCOOH	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	1224 unique values 0 missing
X0A	numeric	110 unique values 0 missing
ATSC4m	numeric	1918 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	850 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	296 unique values 0 missing
X0Av	numeric	182 unique values 0 missing
ATSC4p	numeric	1802 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	646 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1332 unique values 0 missing
X0sol	numeric	960 unique values 0 missing
ATSC4s	numeric	1942 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	498 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	1302 unique values 0 missing
X0v	numeric	1641 unique values 0 missing
ATSC4v	numeric	1841 unique values 0 missing
DLS_cons	numeric	59 unique values 0 missing
IDDM	numeric	451 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.bo.	numeric	644 unique values 0 missing
X1	numeric	1090 unique values 0 missing
ATSC5e	numeric	1147 unique values 0 missing
Dz	numeric	376 unique values 0 missing
IDE	numeric	931 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	974 unique values 0 missing
X1A	numeric	67 unique values 0 missing
ATSC5i	numeric	1211 unique values 0 missing
ECC	numeric	534 unique values 0 missing
IDET	numeric	1660 unique values 0 missing
nR.CX2	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	1183 unique values 0 missing
X1Av	numeric	139 unique values 0 missing
ATSC5m	numeric	1919 unique values 0 missing
Eig01_AEA.bo.	numeric	618 unique values 0 missing
IDM	numeric	1164 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1157 unique values 0 missing
X1Kup	numeric	1668 unique values 0 missing
ATSC5p	numeric	1821 unique values 0 missing
Eig01_AEA.dm.	numeric	675 unique values 0 missing
IDMT	numeric	1663 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA	numeric	1174 unique values 0 missing
X1Mad	numeric	1740 unique values 0 missing
ATSC5s	numeric	1954 unique values 0 missing
Eig01_AEA.ed.	numeric	706 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	1221 unique values 0 missing
X1MulPer	numeric	1646 unique values 0 missing
ATSC5v	numeric	1851 unique values 0 missing
Eig01_AEA.ri.	numeric	611 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	542 unique values 0 missing
X1Per	numeric	1624 unique values 0 missing
ATSC6e	numeric	1107 unique values 0 missing
Eig01_EA	numeric	615 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1356 unique values 0 missing
X1sol	numeric	1367 unique values 0 missing
ATSC6i	numeric	1231 unique values 0 missing
Eig01_EA.bo.	numeric	707 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	1330 unique values 0 missing
X1v	numeric	1676 unique values 0 missing
ATSC6m	numeric	1920 unique values 0 missing
Eig01_EA.dm.	numeric	187 unique values 0 missing
ISIZ	numeric	85 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	721 unique values 0 missing
X2	numeric	1515 unique values 0 missing
ATSC6p	numeric	1846 unique values 0 missing
Eig01_EA.ed.	numeric	974 unique values 0 missing
IVDE	numeric	375 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	1112 unique values 0 missing
X2A	numeric	83 unique values 0 missing
ATSC6s	numeric	1953 unique values 0 missing
Eig01_EA.ri.	numeric	629 unique values 0 missing
IVDM	numeric	470 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ed.	numeric	1205 unique values 0 missing
X2Av	numeric	121 unique values 0 missing
ATSC6v	numeric	1870 unique values 0 missing
Eig02_AEA.bo.	numeric	625 unique values 0 missing
JGI1	numeric	170 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	707 unique values 0 missing
X2sol	numeric	1576 unique values 0 missing
ATSC7e	numeric	1067 unique values 0 missing
Eig02_AEA.dm.	numeric	795 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA	numeric	1257 unique values 0 missing
X2v	numeric	1721 unique values 0 missing
ATSC7i	numeric	1218 unique values 0 missing
Eig02_AEA.ed.	numeric	736 unique values 0 missing
JGI2	numeric	83 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	1270 unique values 0 missing
X3	numeric	1511 unique values 0 missing
ATSC7m	numeric	1919 unique values 0 missing
Eig02_AEA.ri.	numeric	656 unique values 0 missing
JGI3	numeric	76 unique values 0 missing
NsCH3	numeric	10 unique values 0 missing
SM11_EA.dm.	numeric	288 unique values 0 missing
X3A	numeric	59 unique values 0 missing
ATSC7p	numeric	1837 unique values 0 missing
Eig02_EA	numeric	644 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	1314 unique values 0 missing
X3Av	numeric	85 unique values 0 missing
ATSC7s	numeric	1949 unique values 0 missing
Eig02_EA.bo.	numeric	738 unique values 0 missing
JGI5	numeric	42 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	1373 unique values 0 missing
X3sol	numeric	1579 unique values 0 missing
ATSC7v	numeric	1850 unique values 0 missing
Eig02_EA.dm.	numeric	211 unique values 0 missing
JGI6	numeric	33 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	835 unique values 0 missing
X3v	numeric	1657 unique values 0 missing
ATSC8e	numeric	1048 unique values 0 missing
Eig02_EA.ed.	numeric	1112 unique values 0 missing
JGI7	numeric	27 unique values 0 missing
nSK	numeric	47 unique values 0 missing
SM12_AEA.dm.	numeric	1210 unique values 0 missing
X4	numeric	1472 unique values 0 missing
ATSC8i	numeric	1233 unique values 0 missing
Eig02_EA.ri.	numeric	647 unique values 0 missing
JGI8	numeric	23 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	1220 unique values 0 missing
X4A	numeric	49 unique values 0 missing
ATSC8m	numeric	1915 unique values 0 missing
Eig03_AEA.bo.	numeric	683 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	738 unique values 0 missing
X4Av	numeric	60 unique values 0 missing
ATSC8p	numeric	1804 unique values 0 missing
Eig03_AEA.dm.	numeric	899 unique values 0 missing
JGT	numeric	322 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM12_EA	numeric	1234 unique values 0 missing
X4sol	numeric	1532 unique values 0 missing
ATSC8s	numeric	1943 unique values 0 missing
Eig03_AEA.ed.	numeric	869 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	1272 unique values 0 missing
X4v	numeric	1593 unique values 0 missing
ATSC8v	numeric	1848 unique values 0 missing
Eig03_AEA.ri.	numeric	786 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	501 unique values 0 missing
X5	numeric	1450 unique values 0 missing
BAC	numeric	164 unique values 0 missing
Eig03_EA	numeric	721 unique values 0 missing
LOC	numeric	635 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1356 unique values 0 missing
X5A	numeric	41 unique values 0 missing
BBI	numeric	68 unique values 0 missing
Eig03_EA.bo.	numeric	791 unique values 0 missing
LPRS	numeric	1659 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.ri.	numeric	1375 unique values 0 missing
X5Av	numeric	42 unique values 0 missing
BIC0	numeric	192 unique values 0 missing
Eig03_EA.dm.	numeric	189 unique values 0 missing
MATS1e	numeric	353 unique values 0 missing
NssCH2	numeric	17 unique values 0 missing
SM13_AEA.bo.	numeric	868 unique values 0 missing
X5sol	numeric	1533 unique values 0 missing
BIC1	numeric	288 unique values 0 missing
Eig03_EA.ed.	numeric	1210 unique values 0 missing
MATS1i	numeric	495 unique values 0 missing
NssNH	numeric	9 unique values 0 missing
SM13_AEA.dm.	numeric	1272 unique values 0 missing
X5v	numeric	1476 unique values 0 missing
BIC2	numeric	276 unique values 0 missing
Eig03_EA.ri.	numeric	812 unique values 0 missing
MATS1m	numeric	259 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.ed.	numeric	1216 unique values 0 missing
Xindex	numeric	333 unique values 0 missing
BIC3	numeric	223 unique values 0 missing
Eig04_AEA.bo.	numeric	789 unique values 0 missing
MATS1p	numeric	336 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	791 unique values 0 missing
XMOD	numeric	1844 unique values 0 missing
BIC4	numeric	187 unique values 0 missing
Eig04_AEA.dm.	numeric	952 unique values 0 missing
MATS1s	numeric	276 unique values 0 missing
NsssCH	numeric	12 unique values 0 missing
SM13_EA	numeric	1255 unique values 0 missing
Xt	numeric	144 unique values 0 missing
BIC5	numeric	176 unique values 0 missing
Eig04_AEA.ed.	numeric	939 unique values 0 missing
MATS1v	numeric	176 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.bo.	numeric	1294 unique values 0 missing
Xu	numeric	1604 unique values 0 missing
BID	numeric	171 unique values 0 missing
Eig04_AEA.ri.	numeric	913 unique values 0 missing
MATS2e	numeric	483 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.dm.	numeric	283 unique values 0 missing
Yindex	numeric	564 unique values 0 missing
BLI	numeric	368 unique values 0 missing
Eig04_EA	numeric	835 unique values 0 missing
MATS2i	numeric	492 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1365 unique values 0 missing
ZM1	numeric	103 unique values 0 missing
BLTA96	numeric	533 unique values 0 missing
Eig04_EA.bo.	numeric	865 unique values 0 missing
MATS2m	numeric	368 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1405 unique values 0 missing
ZM1Kup	numeric	1752 unique values 0 missing
BLTD48	numeric	506 unique values 0 missing
Eig04_EA.dm.	numeric	196 unique values 0 missing
MATS2p	numeric	472 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	874 unique values 0 missing
ZM1Mad	numeric	1797 unique values 0 missing
BLTF96	numeric	467 unique values 0 missing
Eig04_EA.ed.	numeric	1272 unique values 0 missing
MATS2s	numeric	407 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1323 unique values 0 missing
ZM1MulPer	numeric	1878 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_EA.ri.	numeric	928 unique values 0 missing
MATS2v	numeric	447 unique values 0 missing
nThioethanes	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	1255 unique values 0 missing
ZM1Per	numeric	1852 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.bo.	numeric	829 unique values 0 missing
MATS3e	numeric	414 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	865 unique values 0 missing
ZM1V	numeric	299 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	1042 unique values 0 missing
MATS3i	numeric	487 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_EA	numeric	1301 unique values 0 missing
ZM2	numeric	218 unique values 0 missing
C.	numeric	192 unique values 0 missing
Eig05_AEA.ed.	numeric	1053 unique values 0 missing
MATS3m	numeric	399 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	1331 unique values 0 missing
ZM2Kup	numeric	1870 unique values 0 missing
C.001	numeric	10 unique values 0 missing
Eig05_AEA.ri.	numeric	987 unique values 0 missing
MATS3p	numeric	421 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA.dm.	numeric	468 unique values 0 missing
ZM2Mad	numeric	1895 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig05_EA	numeric	868 unique values 0 missing
MATS3s	numeric	388 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_EA.ed.	numeric	1357 unique values 0 missing
ZM2MulPer	numeric	1881 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig05_EA.bo.	numeric	920 unique values 0 missing
MATS3v	numeric	398 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.ri.	numeric	1436 unique values 0 missing
ZM2Per	numeric	1848 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA.dm.	numeric	140 unique values 0 missing
MATS4e	numeric	512 unique values 0 missing
O.	numeric	169 unique values 0 missing
SM15_AEA.bo.	numeric	853 unique values 0 missing
ZM2V	numeric	468 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig05_EA.ed.	numeric	1323 unique values 0 missing
MATS4i	numeric	468 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM15_AEA.dm.	numeric	1310 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig05_EA.ri.	numeric	948 unique values 0 missing
MATS4m	numeric	453 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_AEA.ed.	numeric	1286 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	842 unique values 0 missing
MATS4p	numeric	451 unique values 0 missing
O.058	numeric	12 unique values 0 missing
SM15_AEA.ri.	numeric	920 unique values 0 missing
C.008	numeric	9 unique values 0 missing
Eig06_AEA.dm.	numeric	1087 unique values 0 missing
MATS4s	numeric	461 unique values 0 missing
O.059	numeric	5 unique values 0 missing
SM15_EA	numeric	1287 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1040 unique values 0 missing
MATS4v	numeric	461 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_EA.bo.	numeric	1346 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	958 unique values 0 missing
MATS5e	numeric	593 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	272 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA	numeric	874 unique values 0 missing
MATS5i	numeric	453 unique values 0 missing
ON0	numeric	223 unique values 0 missing
SM15_EA.ed.	numeric	1340 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	923 unique values 0 missing
MATS5m	numeric	464 unique values 0 missing
ON0V	numeric	884 unique values 0 missing
SM15_EA.ri.	numeric	1464 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	125 unique values 0 missing
MATS5p	numeric	463 unique values 0 missing
ON1	numeric	379 unique values 0 missing
SMTI	numeric	1594 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1310 unique values 0 missing
MATS5s	numeric	568 unique values 0 missing
ON1V	numeric	1324 unique values 0 missing
SMTIV	numeric	1831 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	955 unique values 0 missing
MATS5v	numeric	449 unique values 0 missing
PCD	numeric	1270 unique values 0 missing
SNar	numeric	237 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_AEA.bo.	numeric	830 unique values 0 missing
MATS6e	numeric	701 unique values 0 missing
PCR	numeric	475 unique values 0 missing
Sp	numeric	1452 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1025 unique values 0 missing
MATS6i	numeric	526 unique values 0 missing
PDI	numeric	240 unique values 0 missing
SpAD_AEA.bo.	numeric	1678 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	983 unique values 0 missing
MATS6m	numeric	539 unique values 0 missing
PHI	numeric	1507 unique values 0 missing
SpAD_AEA.dm.	numeric	1820 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	904 unique values 0 missing
MATS6p	numeric	522 unique values 0 missing
piID	numeric	1388 unique values 0 missing
SpAD_AEA.ed.	numeric	1635 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_EA	numeric	853 unique values 0 missing
MATS6s	numeric	621 unique values 0 missing
piPC01	numeric	107 unique values 0 missing
SpAD_AEA.ri.	numeric	1883 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	893 unique values 0 missing
MATS6v	numeric	516 unique values 0 missing
piPC02	numeric	300 unique values 0 missing
SpAD_EA	numeric	1630 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	106 unique values 0 missing
MATS7e	numeric	678 unique values 0 missing
piPC03	numeric	698 unique values 0 missing
SpAD_EA.bo.	numeric	1675 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig07_EA.ed.	numeric	1211 unique values 0 missing
MATS7i	numeric	517 unique values 0 missing
piPC04	numeric	866 unique values 0 missing
SpAD_EA.dm.	numeric	745 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig07_EA.ri.	numeric	915 unique values 0 missing
MATS7m	numeric	573 unique values 0 missing
piPC05	numeric	952 unique values 0 missing
SpAD_EA.ed.	numeric	1656 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_AEA.bo.	numeric	833 unique values 0 missing
MATS7p	numeric	484 unique values 0 missing
piPC06	numeric	1098 unique values 0 missing
SpAD_EA.ri.	numeric	1885 unique values 0 missing
C.027	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1015 unique values 0 missing
MATS7s	numeric	634 unique values 0 missing
piPC07	numeric	1202 unique values 0 missing
SpDiam_AEA.bo.	numeric	717 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_AEA.ed.	numeric	940 unique values 0 missing
MATS7v	numeric	509 unique values 0 missing
piPC08	numeric	1222 unique values 0 missing
SpDiam_AEA.dm.	numeric	689 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	979 unique values 0 missing
MATS8e	numeric	642 unique values 0 missing
piPC09	numeric	1304 unique values 0 missing
SpDiam_AEA.ed.	numeric	903 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_EA	numeric	873 unique values 0 missing
MATS8i	numeric	532 unique values 0 missing
piPC10	numeric	1299 unique values 0 missing
SpDiam_AEA.ri.	numeric	683 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	957 unique values 0 missing
MATS8m	numeric	622 unique values 0 missing
PJI2	numeric	15 unique values 0 missing
SpDiam_EA	numeric	614 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	85 unique values 0 missing
MATS8p	numeric	561 unique values 0 missing
Pol	numeric	78 unique values 0 missing
SpDiam_EA.bo.	numeric	714 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	1175 unique values 0 missing
MATS8s	numeric	629 unique values 0 missing
Psi_e_0	numeric	1655 unique values 0 missing
SpDiam_EA.dm.	numeric	230 unique values 0 missing
C.034	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	982 unique values 0 missing
MATS8v	numeric	568 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.ed.	numeric	1149 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	894 unique values 0 missing
MAXDN	numeric	1384 unique values 0 missing
Psi_e_1	numeric	1585 unique values 0 missing
SpDiam_EA.ri.	numeric	638 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	1013 unique values 0 missing
MAXDP	numeric	1481 unique values 0 missing
Psi_e_A	numeric	843 unique values 0 missing
SPI	numeric	1578 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	934 unique values 0 missing
MCD	numeric	291 unique values 0 missing
Psi_i_0	numeric	1691 unique values 0 missing
SpMAD_AEA.bo.	numeric	181 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	1039 unique values 0 missing
MDDD	numeric	1560 unique values 0 missing
Psi_i_0d	numeric	5 unique values 0 missing
SpMAD_AEA.dm.	numeric	289 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_EA	numeric	905 unique values 0 missing
Me	numeric	102 unique values 0 missing
Psi_i_1	numeric	1761 unique values 0 missing
SpMAD_AEA.ed.	numeric	231 unique values 0 missing
C.040	numeric	10 unique values 0 missing
Eig09_EA.bo.	numeric	1007 unique values 0 missing
Mi	numeric	83 unique values 0 missing
Psi_i_1d	numeric	5 unique values 0 missing
SpMAD_AEA.ri.	numeric	176 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	76 unique values 0 missing
MLOGP	numeric	1382 unique values 0 missing
Psi_i_A	numeric	843 unique values 0 missing
SpMAD_EA	numeric	172 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1159 unique values 0 missing
MLOGP2	numeric	1546 unique values 0 missing
Psi_i_s	numeric	944 unique values 0 missing
SpMAD_EA.bo.	numeric	478 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	1015 unique values 0 missing
Mp	numeric	221 unique values 0 missing
Psi_i_t	numeric	12 unique values 0 missing
SpMAD_EA.dm.	numeric	649 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	982 unique values 0 missing
MPC01	numeric	50 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	881 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	1073 unique values 0 missing
MPC02	numeric	68 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	237 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	980 unique values 0 missing
MPC03	numeric	88 unique values 0 missing
P_VSA_e_1	numeric	47 unique values 0 missing
SpMax1_Bh.e.	numeric	286 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	1115 unique values 0 missing
MPC04	numeric	115 unique values 0 missing
P_VSA_e_2	numeric	1759 unique values 0 missing
SpMax1_Bh.i.	numeric	283 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_EA	numeric	962 unique values 0 missing
MPC05	numeric	150 unique values 0 missing
P_VSA_e_3	numeric	331 unique values 0 missing
SpMax1_Bh.m.	numeric	461 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	1064 unique values 0 missing
MPC06	numeric	179 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.p.	numeric	352 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	62 unique values 0 missing
MPC07	numeric	223 unique values 0 missing
P_VSA_e_5	numeric	237 unique values 0 missing
SpMax1_Bh.s.	numeric	235 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	1214 unique values 0 missing
MPC08	numeric	264 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.v.	numeric	323 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	1083 unique values 0 missing
MPC09	numeric	293 unique values 0 missing
P_VSA_i_1	numeric	44 unique values 0 missing
SpMax2_Bh.e.	numeric	344 unique values 0 missing
CATS2D_01_DN	numeric	4 unique values 0 missing
Eig11_AEA.bo.	numeric	1017 unique values 0 missing
MPC10	numeric	308 unique values 0 missing
P_VSA_i_2	numeric	1753 unique values 0 missing
SpMax2_Bh.i.	numeric	320 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	1132 unique values 0 missing
MSD	numeric	1413 unique values 0 missing
P_VSA_i_3	numeric	1077 unique values 0 missing
SpMax2_Bh.m.	numeric	506 unique values 0 missing
CATS2D_01_LL	numeric	25 unique values 0 missing
Eig11_AEA.ed.	numeric	982 unique values 0 missing
Mv	numeric	217 unique values 0 missing
P_VSA_i_4	numeric	385 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1979

Number of instances (rows) of the dataset.

NumberOfFeatures

1406

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

1405

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.15

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

54.48

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

98.78

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.03

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

AutoCorrelation

0.12

Average class difference between consecutive instances.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.47

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

Dimensionality

0.71

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.61

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.56

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

EquivalentNumberOfAtts

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

MeanStdDevOfNumericAtts

96.82

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.71

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.43

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

1979

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.56

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

34703.32

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

6.54

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

5.88

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-32.91

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

44.49

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

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

34305.02

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.06

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.51

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

Show all 62 properties