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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3717

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3717 (TID: 11451), and it has 2442 rows and 1402 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).

1404 features

pXC50 (target)	numeric	685 unique values 0 missing
molecule_id (row identifier)	nominal	2442 unique values 0 missing
CATS2D_08_AN	numeric	3 unique values 0 missing
GATS3e	numeric	686 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SIC1	numeric	319 unique values 0 missing
SpMin5_Bh.p.	numeric	682 unique values 0 missing
AAC	numeric	601 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS3i	numeric	497 unique values 0 missing
nCs	numeric	12 unique values 0 missing
SIC2	numeric	255 unique values 0 missing
SpMin5_Bh.s.	numeric	782 unique values 0 missing
AECC	numeric	1281 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS3m	numeric	462 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SIC3	numeric	209 unique values 0 missing
SpMin5_Bh.v.	numeric	682 unique values 0 missing
ALOGP	numeric	1821 unique values 0 missing
CATS2D_08_DD	numeric	8 unique values 0 missing
GATS3p	numeric	480 unique values 0 missing
nCsp2	numeric	31 unique values 0 missing
SIC4	numeric	192 unique values 0 missing
SpMin6_Bh.e.	numeric	711 unique values 0 missing
ALOGP2	numeric	2172 unique values 0 missing
CATS2D_08_DL	numeric	15 unique values 0 missing
GATS3s	numeric	689 unique values 0 missing
nCsp3	numeric	22 unique values 0 missing
SIC5	numeric	188 unique values 0 missing
SpMin6_Bh.i.	numeric	732 unique values 0 missing
AMR	numeric	2226 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3v	numeric	405 unique values 0 missing
nCt	numeric	6 unique values 0 missing
SM02_AEA.bo.	numeric	541 unique values 0 missing
SpMin6_Bh.m.	numeric	703 unique values 0 missing
AMW	numeric	1446 unique values 0 missing
CATS2D_08_DP	numeric	6 unique values 0 missing
GATS4e	numeric	720 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SM02_AEA.dm.	numeric	955 unique values 0 missing
SpMin6_Bh.p.	numeric	719 unique values 0 missing
ARR	numeric	278 unique values 0 missing
CATS2D_08_LL	numeric	33 unique values 0 missing
GATS4i	numeric	496 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	239 unique values 0 missing
SpMin6_Bh.s.	numeric	723 unique values 0 missing
ATS1e	numeric	897 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
GATS4m	numeric	572 unique values 0 missing
nDB	numeric	10 unique values 0 missing
SM02_AEA.ri.	numeric	1462 unique values 0 missing
SpMin6_Bh.v.	numeric	700 unique values 0 missing
ATS1i	numeric	915 unique values 0 missing
CATS2D_08_PL	numeric	8 unique values 0 missing
GATS4p	numeric	537 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM02_EA	numeric	74 unique values 0 missing
SpMin7_Bh.e.	numeric	726 unique values 0 missing
ATS1m	numeric	856 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4s	numeric	826 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM02_EA.bo.	numeric	349 unique values 0 missing
SpMin7_Bh.i.	numeric	729 unique values 0 missing
ATS1p	numeric	887 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4v	numeric	453 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM02_EA.dm.	numeric	675 unique values 0 missing
SpMin7_Bh.m.	numeric	740 unique values 0 missing
ATS1s	numeric	872 unique values 0 missing
CATS2D_09_AL	numeric	18 unique values 0 missing
GATS5e	numeric	893 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	505 unique values 0 missing
SpMin7_Bh.p.	numeric	762 unique values 0 missing
ATS1v	numeric	864 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5i	numeric	549 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SM02_EA.ri.	numeric	889 unique values 0 missing
SpMin7_Bh.s.	numeric	666 unique values 0 missing
ATS2e	numeric	955 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5m	numeric	689 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	798 unique values 0 missing
SpMin7_Bh.v.	numeric	750 unique values 0 missing
ATS2i	numeric	1017 unique values 0 missing
CATS2D_09_DA	numeric	8 unique values 0 missing
GATS5p	numeric	569 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM03_AEA.dm.	numeric	957 unique values 0 missing
SpMin8_Bh.e.	numeric	768 unique values 0 missing
ATS2m	numeric	889 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5s	numeric	1053 unique values 0 missing
NdsN	numeric	5 unique values 0 missing
SM03_AEA.ed.	numeric	780 unique values 0 missing
SpMin8_Bh.i.	numeric	719 unique values 0 missing
ATS2p	numeric	913 unique values 0 missing
CATS2D_09_DL	numeric	14 unique values 0 missing
GATS5v	numeric	472 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM03_AEA.ri.	numeric	1394 unique values 0 missing
SpMin8_Bh.m.	numeric	778 unique values 0 missing
ATS2s	numeric	1035 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS6e	numeric	910 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA	numeric	26 unique values 0 missing
SpMin8_Bh.p.	numeric	772 unique values 0 missing
ATS2v	numeric	893 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6i	numeric	606 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	148 unique values 0 missing
SpMin8_Bh.s.	numeric	611 unique values 0 missing
ATS3e	numeric	1018 unique values 0 missing
CATS2D_09_LL	numeric	31 unique values 0 missing
GATS6m	numeric	671 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	123 unique values 0 missing
SpMin8_Bh.v.	numeric	743 unique values 0 missing
ATS3i	numeric	1065 unique values 0 missing
CATS2D_09_NL	numeric	5 unique values 0 missing
GATS6p	numeric	607 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	511 unique values 0 missing
SRW02	numeric	51 unique values 0 missing
ATS3m	numeric	964 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6s	numeric	994 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_EA.ri.	numeric	882 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS3p	numeric	987 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	493 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_AEA.bo.	numeric	837 unique values 0 missing
SRW04	numeric	164 unique values 0 missing
ATS3s	numeric	1004 unique values 0 missing
CENT	numeric	1377 unique values 0 missing
GATS7e	numeric	984 unique values 0 missing
nH	numeric	43 unique values 0 missing
SM04_AEA.dm.	numeric	1000 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS3v	numeric	971 unique values 0 missing
Chi0_AEA.bo.	numeric	1188 unique values 0 missing
GATS7i	numeric	621 unique values 0 missing
nHAcc	numeric	19 unique values 0 missing
SM04_AEA.ed.	numeric	907 unique values 0 missing
SRW06	numeric	589 unique values 0 missing
ATS4e	numeric	1097 unique values 0 missing
Chi0_AEA.dm.	numeric	1188 unique values 0 missing
GATS7m	numeric	714 unique values 0 missing
nHDon	numeric	12 unique values 0 missing
SM04_AEA.ri.	numeric	1396 unique values 0 missing
SRW07	numeric	36 unique values 0 missing
ATS4i	numeric	1120 unique values 0 missing
Chi0_AEA.ed.	numeric	1188 unique values 0 missing
GATS7p	numeric	609 unique values 0 missing
nHet	numeric	20 unique values 0 missing
SM04_EA	numeric	304 unique values 0 missing
SRW08	numeric	847 unique values 0 missing
ATS4m	numeric	1053 unique values 0 missing
Chi0_AEA.ri.	numeric	1188 unique values 0 missing
GATS7s	numeric	1079 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_EA.bo.	numeric	868 unique values 0 missing
SRW09	numeric	150 unique values 0 missing
ATS4p	numeric	1067 unique values 0 missing
Chi0_EA	numeric	1188 unique values 0 missing
GATS7v	numeric	516 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM04_EA.dm.	numeric	792 unique values 0 missing
SRW10	numeric	905 unique values 0 missing
ATS4s	numeric	1108 unique values 0 missing
Chi0_EA.bo.	numeric	1762 unique values 0 missing
GATS8e	numeric	963 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_EA.ed.	numeric	1057 unique values 0 missing
SsBr	numeric	88 unique values 0 missing
ATS4v	numeric	1065 unique values 0 missing
Chi0_EA.dm.	numeric	1902 unique values 0 missing
GATS8i	numeric	616 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	947 unique values 0 missing
SsCH3	numeric	1234 unique values 0 missing
ATS5e	numeric	1179 unique values 0 missing
Chi0_EA.ed.	numeric	1733 unique values 0 missing
GATS8m	numeric	723 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	844 unique values 0 missing
SsCl	numeric	389 unique values 0 missing
ATS5i	numeric	1189 unique values 0 missing
Chi0_EA.ri.	numeric	2168 unique values 0 missing
GATS8p	numeric	613 unique values 0 missing
nN	numeric	14 unique values 0 missing
SM05_AEA.dm.	numeric	1003 unique values 0 missing
SsF	numeric	804 unique values 0 missing
ATS5m	numeric	1110 unique values 0 missing
Chi1_AEA.bo.	numeric	1599 unique values 0 missing
GATS8s	numeric	1044 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	981 unique values 0 missing
SsI	numeric	18 unique values 0 missing
ATS5p	numeric	1155 unique values 0 missing
Chi1_AEA.dm.	numeric	1599 unique values 0 missing
GATS8v	numeric	517 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	1409 unique values 0 missing
SsNH2	numeric	485 unique values 0 missing
ATS5s	numeric	1136 unique values 0 missing
Chi1_AEA.ed.	numeric	1599 unique values 0 missing
GGI1	numeric	28 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA	numeric	143 unique values 0 missing
SsOH	numeric	415 unique values 0 missing
ATS5v	numeric	1123 unique values 0 missing
Chi1_AEA.ri.	numeric	1599 unique values 0 missing
GGI10	numeric	361 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	962 unique values 0 missing
SssCH2	numeric	1446 unique values 0 missing
ATS6e	numeric	1221 unique values 0 missing
Chi1_EA	numeric	1599 unique values 0 missing
GGI2	numeric	64 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	238 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS6i	numeric	1224 unique values 0 missing
Chi1_EA.bo.	numeric	1804 unique values 0 missing
GGI3	numeric	386 unique values 0 missing
NNRS	numeric	19 unique values 0 missing
SM05_EA.ed.	numeric	1167 unique values 0 missing
SssNH	numeric	1332 unique values 0 missing
ATS6m	numeric	1200 unique values 0 missing
Chi1_EA.dm.	numeric	1956 unique values 0 missing
GGI4	numeric	1100 unique values 0 missing
nO	numeric	12 unique values 0 missing
SM05_EA.ri.	numeric	1059 unique values 0 missing
SssO	numeric	934 unique values 0 missing
ATS6p	numeric	1186 unique values 0 missing
Chi1_EA.ed.	numeric	1607 unique values 0 missing
GGI5	numeric	671 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_AEA.bo.	numeric	870 unique values 0 missing
SssS	numeric	46 unique values 0 missing
ATS6s	numeric	1198 unique values 0 missing
Chi1_EA.ri.	numeric	2166 unique values 0 missing
GGI6	numeric	838 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_AEA.dm.	numeric	1013 unique values 0 missing
SsssCH	numeric	544 unique values 0 missing
ATS6v	numeric	1211 unique values 0 missing
CIC0	numeric	1141 unique values 0 missing
GGI7	numeric	713 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	986 unique values 0 missing
SsssN	numeric	794 unique values 0 missing
ATS7e	numeric	1262 unique values 0 missing
CIC1	numeric	1177 unique values 0 missing
GGI8	numeric	586 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1376 unique values 0 missing
SssssC	numeric	337 unique values 0 missing
ATS7i	numeric	1253 unique values 0 missing
CIC2	numeric	992 unique values 0 missing
GGI9	numeric	457 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM06_EA	numeric	948 unique values 0 missing
StCH	numeric	9 unique values 0 missing
ATS7m	numeric	1231 unique values 0 missing
CIC3	numeric	755 unique values 0 missing
GMTI	numeric	1849 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	963 unique values 0 missing
StN	numeric	125 unique values 0 missing
ATS7p	numeric	1238 unique values 0 missing
CIC4	numeric	690 unique values 0 missing
GMTIV	numeric	2300 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	747 unique values 0 missing
StsC	numeric	163 unique values 0 missing
ATS7s	numeric	1279 unique values 0 missing
CIC5	numeric	683 unique values 0 missing
GNar	numeric	296 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	1210 unique values 0 missing
Sv	numeric	1925 unique values 0 missing
ATS7v	numeric	1222 unique values 0 missing
CID	numeric	707 unique values 0 missing
H.	numeric	223 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1050 unique values 0 missing
TIC0	numeric	1796 unique values 0 missing
ATS8e	numeric	1296 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	22 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	905 unique values 0 missing
TIC1	numeric	2123 unique values 0 missing
ATS8i	numeric	1289 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	36 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	1034 unique values 0 missing
TIC2	numeric	2039 unique values 0 missing
ATS8m	numeric	1268 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
SM07_AEA.ed.	numeric	1032 unique values 0 missing
TIC3	numeric	1540 unique values 0 missing
ATS8p	numeric	1279 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_AEA.ri.	numeric	1316 unique values 0 missing
TIC4	numeric	1380 unique values 0 missing
ATS8s	numeric	1285 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	12 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA	numeric	715 unique values 0 missing
TIC5	numeric	1359 unique values 0 missing
ATS8v	numeric	1271 unique values 0 missing
CSI	numeric	1045 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1090 unique values 0 missing
TIE	numeric	2371 unique values 0 missing
ATSC1e	numeric	343 unique values 0 missing
DBI	numeric	62 unique values 0 missing
H.052	numeric	14 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	247 unique values 0 missing
TPC	numeric	1247 unique values 0 missing
ATSC1i	numeric	829 unique values 0 missing
D.Dtr03	numeric	50 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	1291 unique values 0 missing
TPSA.NO.	numeric	1169 unique values 0 missing
ATSC1m	numeric	1971 unique values 0 missing
D.Dtr04	numeric	39 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_EA.ri.	numeric	1131 unique values 0 missing
TPSA.Tot.	numeric	1263 unique values 0 missing
ATSC1p	numeric	1750 unique values 0 missing
D.Dtr05	numeric	1417 unique values 0 missing
HDcpx	numeric	312 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM08_AEA.bo.	numeric	946 unique values 0 missing
TRS	numeric	36 unique values 0 missing
ATSC1s	numeric	2138 unique values 0 missing
D.Dtr06	numeric	1910 unique values 0 missing
HNar	numeric	285 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1078 unique values 0 missing
TWC	numeric	960 unique values 0 missing
ATSC1v	numeric	1827 unique values 0 missing
D.Dtr07	numeric	146 unique values 0 missing
HVcpx	numeric	1006 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1072 unique values 0 missing
Uc	numeric	35 unique values 0 missing
ATSC2e	numeric	785 unique values 0 missing
D.Dtr08	numeric	67 unique values 0 missing
Hy	numeric	688 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_AEA.ri.	numeric	1284 unique values 0 missing
Ui	numeric	36 unique values 0 missing
ATSC2i	numeric	1182 unique values 0 missing
D.Dtr09	numeric	1075 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR10	numeric	6 unique values 0 missing
SM08_EA	numeric	1070 unique values 0 missing
Uindex	numeric	1855 unique values 0 missing
ATSC2m	numeric	2141 unique values 0 missing
D.Dtr10	numeric	479 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	1056 unique values 0 missing
UNIP	numeric	277 unique values 0 missing
ATSC2p	numeric	1946 unique values 0 missing
D.Dtr11	numeric	144 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM08_EA.dm.	numeric	651 unique values 0 missing
VAR	numeric	292 unique values 0 missing
ATSC2s	numeric	2314 unique values 0 missing
D.Dtr12	numeric	42 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1332 unique values 0 missing
Vindex	numeric	266 unique values 0 missing
ATSC2v	numeric	2021 unique values 0 missing
DECC	numeric	1110 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1139 unique values 0 missing
VvdwMG	numeric	1707 unique values 0 missing
ATSC3e	numeric	914 unique values 0 missing
DELS	numeric	2331 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	540 unique values 0 missing
VvdwZAZ	numeric	1977 unique values 0 missing
ATSC3i	numeric	1269 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1796 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	1075 unique values 0 missing
Vx	numeric	1707 unique values 0 missing
ATSC3m	numeric	2257 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	601 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1147 unique values 0 missing
Wap	numeric	1776 unique values 0 missing
ATSC3p	numeric	2094 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	948 unique values 0 missing
nRCNO	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1319 unique values 0 missing
X.	numeric	98 unique values 0 missing
ATSC3s	numeric	2360 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1032 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA	numeric	1138 unique values 0 missing
X0	numeric	644 unique values 0 missing
ATSC3v	numeric	2165 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	934 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1154 unique values 0 missing
X0A	numeric	91 unique values 0 missing
ATSC4e	numeric	1036 unique values 0 missing
DLS_04	numeric	10 unique values 0 missing
IC4	numeric	864 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	214 unique values 0 missing
X0Av	numeric	171 unique values 0 missing
ATSC4i	numeric	1349 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	859 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1373 unique values 0 missing
X0sol	numeric	960 unique values 0 missing
ATSC4m	numeric	2304 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	785 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	1230 unique values 0 missing
X0v	numeric	1991 unique values 0 missing
ATSC4p	numeric	2160 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	526 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	645 unique values 0 missing
X1	numeric	1287 unique values 0 missing
ATSC4s	numeric	2381 unique values 0 missing
DLS_cons	numeric	59 unique values 0 missing
IDDM	numeric	471 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	1062 unique values 0 missing
X1A	numeric	61 unique values 0 missing
ATSC4v	numeric	2229 unique values 0 missing
Dz	numeric	413 unique values 0 missing
IDE	numeric	1066 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_AEA.ed.	numeric	1156 unique values 0 missing
X1Av	numeric	129 unique values 0 missing
ATSC5e	numeric	1031 unique values 0 missing
ECC	numeric	667 unique values 0 missing
IDET	numeric	1914 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_AEA.ri.	numeric	1341 unique values 0 missing
X1Kup	numeric	1998 unique values 0 missing
ATSC5i	numeric	1392 unique values 0 missing
Eig01_AEA.bo.	numeric	529 unique values 0 missing
IDM	numeric	1294 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM10_EA	numeric	1152 unique values 0 missing
X1Mad	numeric	2096 unique values 0 missing
ATSC5m	numeric	2333 unique values 0 missing
Eig01_AEA.dm.	numeric	721 unique values 0 missing
IDMT	numeric	1921 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	1164 unique values 0 missing
X1MulPer	numeric	1990 unique values 0 missing
ATSC5p	numeric	2175 unique values 0 missing
Eig01_AEA.ed.	numeric	713 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	545 unique values 0 missing
X1Per	numeric	1949 unique values 0 missing
ATSC5s	numeric	2376 unique values 0 missing
Eig01_AEA.ri.	numeric	552 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	1392 unique values 0 missing
X1sol	numeric	1453 unique values 0 missing
ATSC5v	numeric	2239 unique values 0 missing
Eig01_EA	numeric	540 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	1276 unique values 0 missing
X1v	numeric	2018 unique values 0 missing
ATSC6e	numeric	1000 unique values 0 missing
Eig01_EA.bo.	numeric	647 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	730 unique values 0 missing
X2	numeric	1722 unique values 0 missing
ATSC6i	numeric	1407 unique values 0 missing
Eig01_EA.dm.	numeric	154 unique values 0 missing
ISIZ	numeric	79 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	1207 unique values 0 missing
X2A	numeric	69 unique values 0 missing
ATSC6m	numeric	2316 unique values 0 missing
Eig01_EA.ed.	numeric	1062 unique values 0 missing
IVDE	numeric	414 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ed.	numeric	1213 unique values 0 missing
X2Av	numeric	110 unique values 0 missing
ATSC6p	numeric	2170 unique values 0 missing
Eig01_EA.ri.	numeric	575 unique values 0 missing
IVDM	numeric	476 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	647 unique values 0 missing
X2sol	numeric	1730 unique values 0 missing
ATSC6s	numeric	2372 unique values 0 missing
Eig02_AEA.bo.	numeric	630 unique values 0 missing
JGI1	numeric	156 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA	numeric	1193 unique values 0 missing
X2v	numeric	2003 unique values 0 missing
ATSC6v	numeric	2221 unique values 0 missing
Eig02_AEA.dm.	numeric	849 unique values 0 missing
JGI10	numeric	21 unique values 0 missing
NsBr	numeric	5 unique values 0 missing
SM11_EA.bo.	numeric	1204 unique values 0 missing
X3	numeric	1739 unique values 0 missing
ATSC7e	numeric	1030 unique values 0 missing
Eig02_AEA.ed.	numeric	814 unique values 0 missing
JGI2	numeric	82 unique values 0 missing
NsCH3	numeric	8 unique values 0 missing
SM11_EA.dm.	numeric	199 unique values 0 missing
X3A	numeric	60 unique values 0 missing
ATSC7i	numeric	1418 unique values 0 missing
Eig02_AEA.ri.	numeric	653 unique values 0 missing
JGI3	numeric	68 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	1429 unique values 0 missing
X3Av	numeric	74 unique values 0 missing
ATSC7m	numeric	2314 unique values 0 missing
Eig02_EA	numeric	645 unique values 0 missing
JGI4	numeric	48 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	1325 unique values 0 missing
X3sol	numeric	1761 unique values 0 missing
ATSC7p	numeric	2183 unique values 0 missing
Eig02_EA.bo.	numeric	755 unique values 0 missing
JGI5	numeric	41 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	837 unique values 0 missing
X3v	numeric	1922 unique values 0 missing
ATSC7s	numeric	2358 unique values 0 missing
Eig02_EA.dm.	numeric	159 unique values 0 missing
JGI6	numeric	29 unique values 0 missing
nSK	numeric	48 unique values 0 missing
SM12_AEA.dm.	numeric	1383 unique values 0 missing
X4	numeric	1713 unique values 0 missing
ATSC7v	numeric	2221 unique values 0 missing
Eig02_EA.ed.	numeric	1207 unique values 0 missing
JGI7	numeric	25 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM12_AEA.ed.	numeric	1228 unique values 0 missing
X4A	numeric	51 unique values 0 missing
ATSC8e	numeric	996 unique values 0 missing
Eig02_EA.ri.	numeric	643 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	755 unique values 0 missing
X4Av	numeric	52 unique values 0 missing
ATSC8i	numeric	1406 unique values 0 missing
Eig03_AEA.bo.	numeric	710 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA	numeric	1234 unique values 0 missing
X4sol	numeric	1743 unique values 0 missing
ATSC8m	numeric	2296 unique values 0 missing
Eig03_AEA.dm.	numeric	897 unique values 0 missing
JGT	numeric	296 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1224 unique values 0 missing
X4v	numeric	1809 unique values 0 missing
ATSC8p	numeric	2179 unique values 0 missing
Eig03_AEA.ed.	numeric	911 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	486 unique values 0 missing
X5	numeric	1705 unique values 0 missing
ATSC8s	numeric	2348 unique values 0 missing
Eig03_AEA.ri.	numeric	763 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1426 unique values 0 missing
X5A	numeric	44 unique values 0 missing
ATSC8v	numeric	2211 unique values 0 missing
Eig03_EA	numeric	730 unique values 0 missing
LOC	numeric	650 unique values 0 missing
NsOH	numeric	9 unique values 0 missing
SM12_EA.ri.	numeric	1373 unique values 0 missing
X5Av	numeric	36 unique values 0 missing
BAC	numeric	104 unique values 0 missing
Eig03_EA.bo.	numeric	841 unique values 0 missing
LPRS	numeric	1921 unique values 0 missing
NssCH2	numeric	14 unique values 0 missing
SM13_AEA.bo.	numeric	907 unique values 0 missing
X5sol	numeric	1713 unique values 0 missing
BBI	numeric	74 unique values 0 missing
Eig03_EA.dm.	numeric	121 unique values 0 missing
MATS1e	numeric	387 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	1440 unique values 0 missing
X5v	numeric	1662 unique values 0 missing
BIC0	numeric	190 unique values 0 missing
Eig03_EA.ed.	numeric	1383 unique values 0 missing
MATS1i	numeric	530 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	1266 unique values 0 missing
Xindex	numeric	340 unique values 0 missing
BIC1	numeric	286 unique values 0 missing
Eig03_EA.ri.	numeric	758 unique values 0 missing
MATS1m	numeric	247 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.ri.	numeric	841 unique values 0 missing
XMOD	numeric	2217 unique values 0 missing
BIC2	numeric	235 unique values 0 missing
Eig04_AEA.bo.	numeric	817 unique values 0 missing
MATS1p	numeric	367 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA	numeric	1276 unique values 0 missing
Xt	numeric	143 unique values 0 missing
BIC3	numeric	184 unique values 0 missing
Eig04_AEA.dm.	numeric	948 unique values 0 missing
MATS1s	numeric	330 unique values 0 missing
NsssCH	numeric	8 unique values 0 missing
SM13_EA.bo.	numeric	1263 unique values 0 missing
Xu	numeric	1849 unique values 0 missing
BIC4	numeric	172 unique values 0 missing
Eig04_AEA.ed.	numeric	1004 unique values 0 missing
MATS1v	numeric	212 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_EA.dm.	numeric	188 unique values 0 missing
Yindex	numeric	621 unique values 0 missing
BIC5	numeric	162 unique values 0 missing
Eig04_AEA.ri.	numeric	897 unique values 0 missing
MATS2e	numeric	560 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	1479 unique values 0 missing
ZM1	numeric	112 unique values 0 missing
BID	numeric	169 unique values 0 missing
Eig04_EA	numeric	837 unique values 0 missing
MATS2i	numeric	502 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1414 unique values 0 missing
ZM1Kup	numeric	2123 unique values 0 missing
BLI	numeric	324 unique values 0 missing
Eig04_EA.bo.	numeric	925 unique values 0 missing
MATS2m	numeric	352 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	938 unique values 0 missing
ZM1Mad	numeric	2191 unique values 0 missing
BLTA96	numeric	474 unique values 0 missing
Eig04_EA.dm.	numeric	97 unique values 0 missing
MATS2p	numeric	452 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	1476 unique values 0 missing
ZM1MulPer	numeric	2299 unique values 0 missing
BLTD48	numeric	459 unique values 0 missing
Eig04_EA.ed.	numeric	1440 unique values 0 missing
MATS2s	numeric	503 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1306 unique values 0 missing
ZM1Per	numeric	2269 unique values 0 missing
BLTF96	numeric	417 unique values 0 missing
Eig04_EA.ri.	numeric	887 unique values 0 missing
MATS2v	numeric	414 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	925 unique values 0 missing
ZM1V	numeric	303 unique values 0 missing
Br.094	numeric	5 unique values 0 missing
Eig05_AEA.bo.	numeric	865 unique values 0 missing
MATS3e	numeric	438 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA	numeric	1313 unique values 0 missing
ZM2	numeric	238 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.dm.	numeric	1014 unique values 0 missing
MATS3i	numeric	432 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	1282 unique values 0 missing
ZM2Kup	numeric	2275 unique values 0 missing
C.	numeric	162 unique values 0 missing
Eig05_AEA.ed.	numeric	1053 unique values 0 missing
MATS3m	numeric	384 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA.dm.	numeric	437 unique values 0 missing
ZM2Mad	numeric	2287 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig05_AEA.ri.	numeric	995 unique values 0 missing
MATS3p	numeric	399 unique values 0 missing
O.	numeric	126 unique values 0 missing
SM14_EA.ed.	numeric	1475 unique values 0 missing
ZM2MulPer	numeric	2316 unique values 0 missing
C.002	numeric	11 unique values 0 missing
Eig05_EA	numeric	907 unique values 0 missing
MATS3s	numeric	411 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1463 unique values 0 missing
ZM2Per	numeric	2283 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig05_EA.bo.	numeric	953 unique values 0 missing
MATS3v	numeric	399 unique values 0 missing
O.057	numeric	8 unique values 0 missing
SM15_AEA.bo.	numeric	907 unique values 0 missing
ZM2V	numeric	513 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_EA.dm.	numeric	69 unique values 0 missing
MATS4e	numeric	512 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.dm.	numeric	1488 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig05_EA.ed.	numeric	1476 unique values 0 missing
MATS4i	numeric	446 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1314 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig05_EA.ri.	numeric	1004 unique values 0 missing
MATS4m	numeric	479 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_AEA.ri.	numeric	953 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	893 unique values 0 missing
MATS4p	numeric	461 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_EA	numeric	1331 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	1076 unique values 0 missing
MATS4s	numeric	472 unique values 0 missing
ON0	numeric	203 unique values 0 missing
SM15_EA.bo.	numeric	1310 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1077 unique values 0 missing
MATS4v	numeric	472 unique values 0 missing
ON0V	numeric	1233 unique values 0 missing
SM15_EA.dm.	numeric	176 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	1036 unique values 0 missing
MATS5e	numeric	526 unique values 0 missing
ON1	numeric	380 unique values 0 missing
SM15_EA.ed.	numeric	1491 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA	numeric	938 unique values 0 missing
MATS5i	numeric	472 unique values 0 missing
ON1V	numeric	1561 unique values 0 missing
SM15_EA.ri.	numeric	1511 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	966 unique values 0 missing
MATS5m	numeric	527 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	1859 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	77 unique values 0 missing
MATS5p	numeric	483 unique values 0 missing
PCD	numeric	1463 unique values 0 missing
SMTIV	numeric	2271 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	1488 unique values 0 missing
MATS5s	numeric	464 unique values 0 missing
PCR	numeric	403 unique values 0 missing
SNar	numeric	244 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	1011 unique values 0 missing
MATS5v	numeric	484 unique values 0 missing
PDI	numeric	226 unique values 0 missing
Sp	numeric	1738 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig07_AEA.bo.	numeric	901 unique values 0 missing
MATS6e	numeric	576 unique values 0 missing
PHI	numeric	1735 unique values 0 missing
SpAD_AEA.bo.	numeric	1962 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	1086 unique values 0 missing
MATS6i	numeric	513 unique values 0 missing
piID	numeric	1634 unique values 0 missing
SpAD_AEA.dm.	numeric	2183 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1120 unique values 0 missing
MATS6m	numeric	496 unique values 0 missing
piPC01	numeric	117 unique values 0 missing
SpAD_AEA.ed.	numeric	1879 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	1050 unique values 0 missing
MATS6p	numeric	506 unique values 0 missing
piPC02	numeric	349 unique values 0 missing
SpAD_AEA.ri.	numeric	2294 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA	numeric	907 unique values 0 missing
MATS6s	numeric	552 unique values 0 missing
piPC03	numeric	781 unique values 0 missing
SpAD_EA	numeric	1881 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	974 unique values 0 missing
MATS6v	numeric	490 unique values 0 missing
piPC04	numeric	901 unique values 0 missing
SpAD_EA.bo.	numeric	1965 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	60 unique values 0 missing
MATS7e	numeric	668 unique values 0 missing
piPC05	numeric	961 unique values 0 missing
SpAD_EA.dm.	numeric	852 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig07_EA.ed.	numeric	1462 unique values 0 missing
MATS7i	numeric	542 unique values 0 missing
piPC06	numeric	1075 unique values 0 missing
SpAD_EA.ed.	numeric	1913 unique values 0 missing
C.025	numeric	11 unique values 0 missing
Eig07_EA.ri.	numeric	1018 unique values 0 missing
MATS7m	numeric	572 unique values 0 missing
piPC07	numeric	1200 unique values 0 missing
SpAD_EA.ri.	numeric	2300 unique values 0 missing
C.026	numeric	12 unique values 0 missing
Eig08_AEA.bo.	numeric	927 unique values 0 missing
MATS7p	numeric	526 unique values 0 missing
piPC08	numeric	1251 unique values 0 missing
SpDiam_AEA.bo.	numeric	627 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig08_AEA.dm.	numeric	1093 unique values 0 missing
MATS7s	numeric	648 unique values 0 missing
piPC09	numeric	1345 unique values 0 missing
SpDiam_AEA.dm.	numeric	725 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_AEA.ed.	numeric	1137 unique values 0 missing
MATS7v	numeric	524 unique values 0 missing
piPC10	numeric	1335 unique values 0 missing
SpDiam_AEA.ed.	numeric	902 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	1055 unique values 0 missing
MATS8e	numeric	628 unique values 0 missing
PJI2	numeric	21 unique values 0 missing
SpDiam_AEA.ri.	numeric	607 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA	numeric	955 unique values 0 missing
MATS8i	numeric	578 unique values 0 missing
Pol	numeric	81 unique values 0 missing
SpDiam_EA	numeric	540 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	1038 unique values 0 missing
MATS8m	numeric	566 unique values 0 missing
Psi_e_0	numeric	1916 unique values 0 missing
SpDiam_EA.bo.	numeric	650 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	38 unique values 0 missing
MATS8p	numeric	534 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	192 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig08_EA.ed.	numeric	1394 unique values 0 missing
MATS8s	numeric	577 unique values 0 missing
Psi_e_1	numeric	1839 unique values 0 missing
SpDiam_EA.ed.	numeric	1209 unique values 0 missing
C.034	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	1048 unique values 0 missing
MATS8v	numeric	520 unique values 0 missing
Psi_e_A	numeric	820 unique values 0 missing
SpDiam_EA.ri.	numeric	580 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	940 unique values 0 missing
MAXDN	numeric	1448 unique values 0 missing
Psi_i_0	numeric	2026 unique values 0 missing
SPI	numeric	1795 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	1140 unique values 0 missing
MAXDP	numeric	1776 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpMAD_AEA.bo.	numeric	181 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1138 unique values 0 missing
MCD	numeric	250 unique values 0 missing
Psi_i_1	numeric	2095 unique values 0 missing
SpMAD_AEA.dm.	numeric	239 unique values 0 missing
C.038	numeric	4 unique values 0 missing
Eig09_AEA.ri.	numeric	1065 unique values 0 missing
MDDD	numeric	1841 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	215 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_EA	numeric	957 unique values 0 missing
Me	numeric	93 unique values 0 missing
Psi_i_A	numeric	820 unique values 0 missing
SpMAD_AEA.ri.	numeric	170 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_EA.bo.	numeric	1082 unique values 0 missing
Mi	numeric	79 unique values 0 missing
Psi_i_s	numeric	1055 unique values 0 missing
SpMAD_EA	numeric	168 unique values 0 missing
C.041	numeric	6 unique values 0 missing
Eig09_EA.dm.	numeric	13 unique values 0 missing
MLOGP	numeric	1530 unique values 0 missing
Psi_i_t	numeric	15 unique values 0 missing
SpMAD_EA.bo.	numeric	425 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	1396 unique values 0 missing
MLOGP2	numeric	1860 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	475 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	1030 unique values 0 missing
Mp	numeric	181 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	827 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_AEA.bo.	numeric	982 unique values 0 missing
MPC01	numeric	51 unique values 0 missing
P_VSA_e_1	numeric	44 unique values 0 missing
SpMAD_EA.ri.	numeric	214 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig10_AEA.dm.	numeric	1133 unique values 0 missing
MPC02	numeric	74 unique values 0 missing
P_VSA_e_2	numeric	2123 unique values 0 missing
SpMax1_Bh.e.	numeric	310 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_AEA.ed.	numeric	1146 unique values 0 missing
MPC03	numeric	96 unique values 0 missing
P_VSA_e_3	numeric	560 unique values 0 missing
SpMax1_Bh.i.	numeric	301 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	1129 unique values 0 missing
MPC04	numeric	126 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	450 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_EA	numeric	1000 unique values 0 missing
MPC05	numeric	169 unique values 0 missing
P_VSA_e_5	numeric	169 unique values 0 missing
SpMax1_Bh.p.	numeric	344 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	1124 unique values 0 missing
MPC06	numeric	203 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	244 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	8 unique values 0 missing
MPC07	numeric	247 unique values 0 missing
P_VSA_i_1	numeric	33 unique values 0 missing
SpMax1_Bh.v.	numeric	309 unique values 0 missing
CATS2D_01_DA	numeric	4 unique values 0 missing
Eig10_EA.ed.	numeric	1409 unique values 0 missing
MPC08	numeric	295 unique values 0 missing
P_VSA_i_2	numeric	2115 unique values 0 missing
SpMax2_Bh.e.	numeric	350 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	1097 unique values 0 missing
MPC09	numeric	346 unique values 0 missing
P_VSA_i_3	numeric	1065 unique values 0 missing
SpMax2_Bh.i.	numeric	344 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	1018 unique values 0 missing
MPC10	numeric	379 unique values 0 missing
P_VSA_i_4	numeric	772 unique values 0 missing
SpMax2_Bh.m.	numeric	450 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	1113 unique values 0 missing
MSD	numeric	1659 unique values 0 missing
P_VSA_LogP_1	numeric	73 unique values 0 missing
SpMax2_Bh.p.	numeric	393 unique values 0 missing
CATS2D_01_LL	numeric	28 unique values 0 missing
Eig11_AEA.ed.	numeric	1102 unique values 0 missing
Mv	numeric	189 unique values 0 missing
P_VSA_LogP_2	numeric	550 unique values 0 missing
SpMax2_Bh.s.	numeric	471 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	1164 unique values 0 missing
MW	numeric	1874 unique values 0 missing
P_VSA_LogP_3	numeric	346 unique values 0 missing
SpMax2_Bh.v.	numeric	372 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2442

Number of instances (rows) of the dataset.

NumberOfFeatures

1404

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

1403

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

0.19

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

68.94

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

141.2

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.46

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

0.3

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

1.94

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

Dimensionality

0.57

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.56

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.66

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

133.72

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

0.45

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinKurtosisOfNumericAtts

-1.95

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.39

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

MaxAttributeEntropy

Maximum entropy among attributes.

MaxKurtosisOfNumericAtts

2442

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.98

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

50702.35

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

10.48

Third quartile of kurtosis among attributes of the numeric type.

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-49.42

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxSkewnessOfNumericAtts

49.42

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.02

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

87203.08

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.63

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.33

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

Show all 62 properties