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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL262

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL262 (TID: 10197), and it has 3058 rows and 1417 features (not including molecule IDs and class feature: molecule_id and pXC50). The features represent Molecular Descriptors which were generated from SMILES strings. Missing value imputation was applied to this dataset (By choosing the Median).

1419 features

pXC50 (target)	numeric	705 unique values 0 missing
molecule_id (row identifier)	nominal	3058 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS2e	numeric	865 unique values 0 missing
nC..N.N2	numeric	4 unique values 0 missing
SdCH2	numeric	13 unique values 0 missing
SpMin3_Bh.i.	numeric	701 unique values 0 missing
AAC	numeric	626 unique values 0 missing
CATS2D_07_PL	numeric	9 unique values 0 missing
GATS2i	numeric	615 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SddsN	numeric	72 unique values 0 missing
SpMin3_Bh.m.	numeric	655 unique values 0 missing
AECC	numeric	1359 unique values 0 missing
CATS2D_07_PN	numeric	2 unique values 0 missing
GATS2m	numeric	552 unique values 0 missing
nCp	numeric	8 unique values 0 missing
SddssS	numeric	169 unique values 0 missing
SpMin3_Bh.p.	numeric	581 unique values 0 missing
ALOGP	numeric	2079 unique values 0 missing
CATS2D_08_AA	numeric	10 unique values 0 missing
GATS2p	numeric	589 unique values 0 missing
nCq	numeric	3 unique values 0 missing
SdNH	numeric	15 unique values 0 missing
SpMin3_Bh.s.	numeric	733 unique values 0 missing
ALOGP2	numeric	2601 unique values 0 missing
CATS2D_08_AL	numeric	25 unique values 0 missing
GATS2s	numeric	695 unique values 0 missing
nCrq	numeric	3 unique values 0 missing
SdO	numeric	1726 unique values 0 missing
SpMin3_Bh.v.	numeric	604 unique values 0 missing
AMR	numeric	2719 unique values 0 missing
CATS2D_08_AN	numeric	4 unique values 0 missing
GATS2v	numeric	481 unique values 0 missing
nCrs	numeric	16 unique values 0 missing
SdS	numeric	19 unique values 0 missing
SpMin4_Bh.e.	numeric	792 unique values 0 missing
AMW	numeric	1599 unique values 0 missing
CATS2D_08_AP	numeric	4 unique values 0 missing
GATS3e	numeric	725 unique values 0 missing
nCrt	numeric	5 unique values 0 missing
SdsCH	numeric	336 unique values 0 missing
SpMin4_Bh.i.	numeric	820 unique values 0 missing
ARR	numeric	284 unique values 0 missing
CATS2D_08_DA	numeric	9 unique values 0 missing
GATS3i	numeric	532 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdsN	numeric	248 unique values 0 missing
SpMin4_Bh.m.	numeric	761 unique values 0 missing
ATS1e	numeric	997 unique values 0 missing
CATS2D_08_DD	numeric	7 unique values 0 missing
GATS3m	numeric	540 unique values 0 missing
nCs	numeric	18 unique values 0 missing
SdssC	numeric	1170 unique values 0 missing
SpMin4_Bh.p.	numeric	728 unique values 0 missing
ATS1i	numeric	1020 unique values 0 missing
CATS2D_08_DL	numeric	14 unique values 0 missing
GATS3p	numeric	544 unique values 0 missing
nCsp	numeric	4 unique values 0 missing
SdssS	numeric	17 unique values 0 missing
SpMin4_Bh.s.	numeric	861 unique values 0 missing
ATS1m	numeric	923 unique values 0 missing
CATS2D_08_DN	numeric	4 unique values 0 missing
GATS3s	numeric	771 unique values 0 missing
nCsp2	numeric	30 unique values 0 missing
SdsssP	numeric	5 unique values 0 missing
SpMin4_Bh.v.	numeric	728 unique values 0 missing
ATS1p	numeric	955 unique values 0 missing
CATS2D_08_DP	numeric	7 unique values 0 missing
GATS3v	numeric	461 unique values 0 missing
nCsp3	numeric	26 unique values 0 missing
Se	numeric	2128 unique values 0 missing
SpMin5_Bh.e.	numeric	803 unique values 0 missing
ATS1s	numeric	967 unique values 0 missing
CATS2D_08_LL	numeric	30 unique values 0 missing
GATS4e	numeric	855 unique values 0 missing
nCt	numeric	6 unique values 0 missing
Si	numeric	2242 unique values 0 missing
SpMin5_Bh.i.	numeric	794 unique values 0 missing
ATS1v	numeric	967 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4i	numeric	562 unique values 0 missing
nCXr	numeric	2 unique values 0 missing
SIC0	numeric	241 unique values 0 missing
SpMin5_Bh.m.	numeric	806 unique values 0 missing
ATS2e	numeric	1091 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4m	numeric	711 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SIC1	numeric	333 unique values 0 missing
SpMin5_Bh.p.	numeric	786 unique values 0 missing
ATS2i	numeric	1142 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4p	numeric	625 unique values 0 missing
nDB	numeric	12 unique values 0 missing
SIC2	numeric	306 unique values 0 missing
SpMin5_Bh.s.	numeric	838 unique values 0 missing
ATS2m	numeric	970 unique values 0 missing
CATS2D_09_AA	numeric	10 unique values 0 missing
GATS4s	numeric	938 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SIC3	numeric	243 unique values 0 missing
SpMin5_Bh.v.	numeric	776 unique values 0 missing
ATS2p	numeric	1019 unique values 0 missing
CATS2D_09_AL	numeric	24 unique values 0 missing
GATS4v	numeric	524 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC4	numeric	218 unique values 0 missing
SpMin6_Bh.e.	numeric	801 unique values 0 missing
ATS2s	numeric	1164 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5e	numeric	1005 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SIC5	numeric	217 unique values 0 missing
SpMin6_Bh.i.	numeric	804 unique values 0 missing
ATS2v	numeric	1023 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5i	numeric	569 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_AEA.bo.	numeric	571 unique values 0 missing
SpMin6_Bh.m.	numeric	794 unique values 0 missing
ATS3e	numeric	1159 unique values 0 missing
CATS2D_09_DA	numeric	11 unique values 0 missing
GATS5m	numeric	799 unique values 0 missing
NdO	numeric	7 unique values 0 missing
SM02_AEA.dm.	numeric	1040 unique values 0 missing
SpMin6_Bh.p.	numeric	833 unique values 0 missing
ATS3i	numeric	1185 unique values 0 missing
CATS2D_09_DD	numeric	6 unique values 0 missing
GATS5p	numeric	656 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	259 unique values 0 missing
SpMin6_Bh.s.	numeric	772 unique values 0 missing
ATS3m	numeric	1065 unique values 0 missing
CATS2D_09_DL	numeric	13 unique values 0 missing
GATS5s	numeric	1070 unique values 0 missing
NdsCH	numeric	8 unique values 0 missing
SM02_AEA.ri.	numeric	1776 unique values 0 missing
SpMin6_Bh.v.	numeric	815 unique values 0 missing
ATS3p	numeric	1133 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS5v	numeric	518 unique values 0 missing
NdsN	numeric	6 unique values 0 missing
SM02_EA	numeric	75 unique values 0 missing
SpMin7_Bh.e.	numeric	807 unique values 0 missing
ATS3s	numeric	1135 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6e	numeric	1039 unique values 0 missing
NdssC	numeric	11 unique values 0 missing
SM02_EA.bo.	numeric	372 unique values 0 missing
SpMin7_Bh.i.	numeric	803 unique values 0 missing
ATS3v	numeric	1106 unique values 0 missing
CATS2D_09_LL	numeric	29 unique values 0 missing
GATS6i	numeric	666 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA.dm.	numeric	660 unique values 0 missing
SpMin7_Bh.m.	numeric	831 unique values 0 missing
ATS4e	numeric	1282 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6m	numeric	830 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	534 unique values 0 missing
SpMin7_Bh.p.	numeric	842 unique values 0 missing
ATS4i	numeric	1289 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6p	numeric	671 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	1022 unique values 0 missing
SpMin7_Bh.s.	numeric	678 unique values 0 missing
ATS4m	numeric	1198 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6s	numeric	1189 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	880 unique values 0 missing
SpMin7_Bh.v.	numeric	843 unique values 0 missing
ATS4p	numeric	1242 unique values 0 missing
CENT	numeric	1416 unique values 0 missing
GATS6v	numeric	578 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_AEA.dm.	numeric	1084 unique values 0 missing
SpMin8_Bh.e.	numeric	841 unique values 0 missing
ATS4s	numeric	1272 unique values 0 missing
Chi0_AEA.bo.	numeric	1342 unique values 0 missing
GATS7e	numeric	1173 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM03_AEA.ed.	numeric	832 unique values 0 missing
SpMin8_Bh.i.	numeric	842 unique values 0 missing
ATS4v	numeric	1232 unique values 0 missing
Chi0_AEA.dm.	numeric	1342 unique values 0 missing
GATS7i	numeric	688 unique values 0 missing
nH	numeric	49 unique values 0 missing
SM03_AEA.ri.	numeric	1690 unique values 0 missing
SpMin8_Bh.m.	numeric	854 unique values 0 missing
ATS5e	numeric	1357 unique values 0 missing
Chi0_AEA.ed.	numeric	1342 unique values 0 missing
GATS7m	numeric	896 unique values 0 missing
nHAcc	numeric	19 unique values 0 missing
SM03_EA	numeric	28 unique values 0 missing
SpMin8_Bh.p.	numeric	883 unique values 0 missing
ATS5i	numeric	1367 unique values 0 missing
Chi0_AEA.ri.	numeric	1342 unique values 0 missing
GATS7p	numeric	691 unique values 0 missing
nHDon	numeric	13 unique values 0 missing
SM03_EA.bo.	numeric	152 unique values 0 missing
SpMin8_Bh.s.	numeric	599 unique values 0 missing
ATS5m	numeric	1291 unique values 0 missing
Chi0_EA	numeric	1342 unique values 0 missing
GATS7s	numeric	1291 unique values 0 missing
nHet	numeric	21 unique values 0 missing
SM03_EA.dm.	numeric	120 unique values 0 missing
SpMin8_Bh.v.	numeric	848 unique values 0 missing
ATS5p	numeric	1336 unique values 0 missing
Chi0_EA.bo.	numeric	2082 unique values 0 missing
GATS7v	numeric	577 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM03_EA.ed.	numeric	539 unique values 0 missing
SRW02	numeric	53 unique values 0 missing
ATS5s	numeric	1371 unique values 0 missing
Chi0_EA.dm.	numeric	2122 unique values 0 missing
GATS8e	numeric	1148 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	976 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS5v	numeric	1318 unique values 0 missing
Chi0_EA.ed.	numeric	2090 unique values 0 missing
GATS8i	numeric	659 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_AEA.bo.	numeric	948 unique values 0 missing
SRW04	numeric	172 unique values 0 missing
ATS6e	numeric	1415 unique values 0 missing
Chi0_EA.ri.	numeric	2617 unique values 0 missing
GATS8m	numeric	922 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_AEA.dm.	numeric	1168 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS6i	numeric	1455 unique values 0 missing
Chi1_AEA.bo.	numeric	1795 unique values 0 missing
GATS8p	numeric	731 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	1024 unique values 0 missing
SRW06	numeric	595 unique values 0 missing
ATS6m	numeric	1392 unique values 0 missing
Chi1_AEA.dm.	numeric	1795 unique values 0 missing
GATS8s	numeric	1259 unique values 0 missing
nN	numeric	16 unique values 0 missing
SM04_AEA.ri.	numeric	1632 unique values 0 missing
SRW07	numeric	40 unique values 0 missing
ATS6p	numeric	1412 unique values 0 missing
Chi1_AEA.ed.	numeric	1795 unique values 0 missing
GATS8v	numeric	633 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_EA	numeric	326 unique values 0 missing
SRW08	numeric	998 unique values 0 missing
ATS6s	numeric	1426 unique values 0 missing
Chi1_AEA.ri.	numeric	1795 unique values 0 missing
GGI1	numeric	28 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	1000 unique values 0 missing
SRW09	numeric	180 unique values 0 missing
ATS6v	numeric	1407 unique values 0 missing
Chi1_EA	numeric	1795 unique values 0 missing
GGI10	numeric	350 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_EA.dm.	numeric	799 unique values 0 missing
SRW10	numeric	1058 unique values 0 missing
ATS7e	numeric	1489 unique values 0 missing
Chi1_EA.bo.	numeric	2190 unique values 0 missing
GGI2	numeric	61 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1236 unique values 0 missing
SsBr	numeric	167 unique values 0 missing
ATS7i	numeric	1522 unique values 0 missing
Chi1_EA.dm.	numeric	2260 unique values 0 missing
GGI3	numeric	415 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	1123 unique values 0 missing
SsCH3	numeric	1306 unique values 0 missing
ATS7m	numeric	1488 unique values 0 missing
Chi1_EA.ed.	numeric	1836 unique values 0 missing
GGI4	numeric	1205 unique values 0 missing
NNRS	numeric	20 unique values 0 missing
SM05_AEA.bo.	numeric	960 unique values 0 missing
SsCl	numeric	451 unique values 0 missing
ATS7p	numeric	1496 unique values 0 missing
Chi1_EA.ri.	numeric	2633 unique values 0 missing
GGI5	numeric	727 unique values 0 missing
nO	numeric	12 unique values 0 missing
SM05_AEA.dm.	numeric	1224 unique values 0 missing
SsF	numeric	574 unique values 0 missing
ATS7s	numeric	1513 unique values 0 missing
CIC0	numeric	1218 unique values 0 missing
GGI6	numeric	919 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	1127 unique values 0 missing
SsI	numeric	26 unique values 0 missing
ATS7v	numeric	1487 unique values 0 missing
CIC1	numeric	1260 unique values 0 missing
GGI7	numeric	720 unique values 0 missing
nOHs	numeric	5 unique values 0 missing
SM05_AEA.ri.	numeric	1627 unique values 0 missing
SsNH2	numeric	549 unique values 0 missing
ATS8e	numeric	1577 unique values 0 missing
CIC2	numeric	1086 unique values 0 missing
GGI8	numeric	581 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_EA	numeric	146 unique values 0 missing
SsOH	numeric	574 unique values 0 missing
ATS8i	numeric	1580 unique values 0 missing
CIC3	numeric	831 unique values 0 missing
GGI9	numeric	451 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1102 unique values 0 missing
SssCH2	numeric	1609 unique values 0 missing
ATS8m	numeric	1553 unique values 0 missing
CIC4	numeric	746 unique values 0 missing
GMTI	numeric	2273 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	215 unique values 0 missing
SsSH	numeric	5 unique values 0 missing
ATS8p	numeric	1593 unique values 0 missing
CIC5	numeric	728 unique values 0 missing
GMTIV	numeric	2815 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1367 unique values 0 missing
SssNH	numeric	1361 unique values 0 missing
ATS8s	numeric	1574 unique values 0 missing
CID	numeric	767 unique values 0 missing
GNar	numeric	322 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1257 unique values 0 missing
SssO	numeric	835 unique values 0 missing
ATS8v	numeric	1600 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
H.	numeric	225 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	1007 unique values 0 missing
SssS	numeric	214 unique values 0 missing
ATSC1e	numeric	322 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.046	numeric	23 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1285 unique values 0 missing
SsssB	numeric	2 unique values 0 missing
ATSC1i	numeric	837 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.047	numeric	35 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1142 unique values 0 missing
SsssCH	numeric	587 unique values 0 missing
ATSC1m	numeric	2358 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	1587 unique values 0 missing
SsssN	numeric	675 unique values 0 missing
ATSC1p	numeric	1948 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	8 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_EA	numeric	1082 unique values 0 missing
SssssC	numeric	327 unique values 0 missing
ATSC1s	numeric	2577 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	13 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	1161 unique values 0 missing
StCH	numeric	6 unique values 0 missing
ATSC1v	numeric	2099 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	11 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	732 unique values 0 missing
StN	numeric	167 unique values 0 missing
ATSC2e	numeric	724 unique values 0 missing
CSI	numeric	986 unique values 0 missing
H.052	numeric	18 unique values 0 missing
nPyrroles	numeric	4 unique values 0 missing
SM06_EA.ed.	numeric	1440 unique values 0 missing
StsC	numeric	192 unique values 0 missing
ATSC2i	numeric	1219 unique values 0 missing
DBI	numeric	58 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM06_EA.ri.	numeric	1252 unique values 0 missing
Sv	numeric	2235 unique values 0 missing
ATSC2m	numeric	2561 unique values 0 missing
D.Dtr03	numeric	98 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	1062 unique values 0 missing
TIC0	numeric	1981 unique values 0 missing
ATSC2p	numeric	2242 unique values 0 missing
D.Dtr04	numeric	41 unique values 0 missing
HDcpx	numeric	354 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	1304 unique values 0 missing
TIC1	numeric	2463 unique values 0 missing
ATSC2s	numeric	2877 unique values 0 missing
D.Dtr05	numeric	1973 unique values 0 missing
HNar	numeric	293 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM07_AEA.ed.	numeric	1211 unique values 0 missing
TIC2	numeric	2302 unique values 0 missing
ATSC2v	numeric	2403 unique values 0 missing
D.Dtr06	numeric	2365 unique values 0 missing
HVcpx	numeric	1091 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM07_AEA.ri.	numeric	1650 unique values 0 missing
TIC3	numeric	1654 unique values 0 missing
ATSC3e	numeric	774 unique values 0 missing
D.Dtr07	numeric	135 unique values 0 missing
Hy	numeric	724 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM07_EA	numeric	761 unique values 0 missing
TIC4	numeric	1462 unique values 0 missing
ATSC3i	numeric	1360 unique values 0 missing
D.Dtr08	numeric	84 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_EA.bo.	numeric	1305 unique values 0 missing
TIC5	numeric	1440 unique values 0 missing
ATSC3m	numeric	2756 unique values 0 missing
D.Dtr09	numeric	1465 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR09	numeric	7 unique values 0 missing
SM07_EA.dm.	numeric	232 unique values 0 missing
TIE	numeric	2955 unique values 0 missing
ATSC3p	numeric	2488 unique values 0 missing
D.Dtr10	numeric	450 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM07_EA.ed.	numeric	1518 unique values 0 missing
TPC	numeric	1429 unique values 0 missing
ATSC3s	numeric	2908 unique values 0 missing
D.Dtr11	numeric	140 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_EA.ri.	numeric	1371 unique values 0 missing
TPSA.NO.	numeric	1237 unique values 0 missing
ATSC3v	numeric	2595 unique values 0 missing
D.Dtr12	numeric	59 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nR12	numeric	7 unique values 0 missing
SM08_AEA.bo.	numeric	1117 unique values 0 missing
TPSA.Tot.	numeric	1332 unique values 0 missing
ATSC4e	numeric	955 unique values 0 missing
DECC	numeric	1128 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	1316 unique values 0 missing
TRS	numeric	51 unique values 0 missing
ATSC4i	numeric	1455 unique values 0 missing
DELS	numeric	2908 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1247 unique values 0 missing
TWC	numeric	1156 unique values 0 missing
ATSC4m	numeric	2860 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	1981 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1661 unique values 0 missing
Uc	numeric	34 unique values 0 missing
ATSC4p	numeric	2630 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	626 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM08_EA	numeric	1258 unique values 0 missing
Ui	numeric	35 unique values 0 missing
ATSC4s	numeric	2975 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	1073 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	1314 unique values 0 missing
Uindex	numeric	2315 unique values 0 missing
ATSC4v	numeric	2727 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1172 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	628 unique values 0 missing
UNIP	numeric	239 unique values 0 missing
ATSC5e	numeric	969 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	1022 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	1592 unique values 0 missing
VAR	numeric	267 unique values 0 missing
ATSC5i	numeric	1490 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	963 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	1399 unique values 0 missing
Vindex	numeric	306 unique values 0 missing
ATSC5m	numeric	2881 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	953 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	599 unique values 0 missing
VvdwMG	numeric	1882 unique values 0 missing
ATSC5p	numeric	2648 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	843 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_AEA.dm.	numeric	1281 unique values 0 missing
VvdwZAZ	numeric	2356 unique values 0 missing
ATSC5s	numeric	2961 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	590 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	1316 unique values 0 missing
Vx	numeric	1882 unique values 0 missing
ATSC5v	numeric	2733 unique values 0 missing
DLS_cons	numeric	51 unique values 0 missing
IDDM	numeric	524 unique values 0 missing
nRCOX	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1693 unique values 0 missing
Wap	numeric	2150 unique values 0 missing
ATSC6e	numeric	937 unique values 0 missing
Dz	numeric	435 unique values 0 missing
IDE	numeric	1182 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM09_EA	numeric	1320 unique values 0 missing
X.	numeric	109 unique values 0 missing
ATSC6i	numeric	1507 unique values 0 missing
ECC	numeric	573 unique values 0 missing
IDET	numeric	2427 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM09_EA.bo.	numeric	1396 unique values 0 missing
X0	numeric	657 unique values 0 missing
ATSC6m	numeric	2873 unique values 0 missing
Eig01_AEA.bo.	numeric	604 unique values 0 missing
IDM	numeric	1513 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	213 unique values 0 missing
X0A	numeric	108 unique values 0 missing
ATSC6p	numeric	2675 unique values 0 missing
Eig01_AEA.dm.	numeric	865 unique values 0 missing
IDMT	numeric	2428 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	1630 unique values 0 missing
X0Av	numeric	221 unique values 0 missing
ATSC6s	numeric	2960 unique values 0 missing
Eig01_AEA.ed.	numeric	826 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	1494 unique values 0 missing
X0sol	numeric	1075 unique values 0 missing
ATSC6v	numeric	2712 unique values 0 missing
Eig01_AEA.ri.	numeric	638 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	774 unique values 0 missing
X0v	numeric	2327 unique values 0 missing
ATSC7e	numeric	964 unique values 0 missing
Eig01_EA	numeric	599 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM10_AEA.dm.	numeric	1273 unique values 0 missing
X1	numeric	1380 unique values 0 missing
ATSC7i	numeric	1510 unique values 0 missing
Eig01_EA.bo.	numeric	779 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	1372 unique values 0 missing
X1A	numeric	79 unique values 0 missing
ATSC7m	numeric	2845 unique values 0 missing
Eig01_EA.dm.	numeric	177 unique values 0 missing
ISIZ	numeric	84 unique values 0 missing
nROH	numeric	6 unique values 0 missing
SM10_AEA.ri.	numeric	1708 unique values 0 missing
X1Av	numeric	176 unique values 0 missing
ATSC7p	numeric	2649 unique values 0 missing
Eig01_EA.ed.	numeric	1273 unique values 0 missing
IVDE	numeric	415 unique values 0 missing
nROR	numeric	7 unique values 0 missing
SM10_EA	numeric	1380 unique values 0 missing
X1Kup	numeric	2363 unique values 0 missing
ATSC7s	numeric	2931 unique values 0 missing
Eig01_EA.ri.	numeric	675 unique values 0 missing
IVDM	numeric	499 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM10_EA.bo.	numeric	1420 unique values 0 missing
X1Mad	numeric	2475 unique values 0 missing
ATSC7v	numeric	2711 unique values 0 missing
Eig02_AEA.bo.	numeric	752 unique values 0 missing
JGI1	numeric	182 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	527 unique values 0 missing
X1MulPer	numeric	2339 unique values 0 missing
ATSC8e	numeric	933 unique values 0 missing
Eig02_AEA.dm.	numeric	939 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	1664 unique values 0 missing
X1Per	numeric	2262 unique values 0 missing
ATSC8i	numeric	1471 unique values 0 missing
Eig02_AEA.ed.	numeric	1031 unique values 0 missing
JGI2	numeric	88 unique values 0 missing
NsBr	numeric	5 unique values 0 missing
SM10_EA.ri.	numeric	1563 unique values 0 missing
X1sol	numeric	1742 unique values 0 missing
ATSC8m	numeric	2819 unique values 0 missing
Eig02_AEA.ri.	numeric	802 unique values 0 missing
JGI3	numeric	79 unique values 0 missing
NsCH3	numeric	9 unique values 0 missing
SM11_AEA.bo.	numeric	856 unique values 0 missing
X1v	numeric	2361 unique values 0 missing
ATSC8p	numeric	2608 unique values 0 missing
Eig02_EA	numeric	774 unique values 0 missing
JGI4	numeric	50 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	1567 unique values 0 missing
X2	numeric	2074 unique values 0 missing
ATSC8s	numeric	2902 unique values 0 missing
Eig02_EA.bo.	numeric	888 unique values 0 missing
JGI5	numeric	43 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_AEA.ed.	numeric	1411 unique values 0 missing
X2A	numeric	83 unique values 0 missing
ATSC8v	numeric	2672 unique values 0 missing
Eig02_EA.dm.	numeric	183 unique values 0 missing
JGI6	numeric	39 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	779 unique values 0 missing
X2Av	numeric	149 unique values 0 missing
B.112	numeric	2 unique values 0 missing
Eig02_EA.ed.	numeric	1567 unique values 0 missing
JGI7	numeric	30 unique values 0 missing
nSK	numeric	45 unique values 0 missing
SM11_EA	numeric	1388 unique values 0 missing
X2sol	numeric	2134 unique values 0 missing
BAC	numeric	97 unique values 0 missing
Eig02_EA.ri.	numeric	797 unique values 0 missing
JGI8	numeric	27 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM11_EA.bo.	numeric	1487 unique values 0 missing
X2v	numeric	2431 unique values 0 missing
BBI	numeric	75 unique values 0 missing
Eig03_AEA.bo.	numeric	874 unique values 0 missing
JGI9	numeric	23 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	202 unique values 0 missing
X3	numeric	2122 unique values 0 missing
BIC0	numeric	224 unique values 0 missing
Eig03_AEA.dm.	numeric	1028 unique values 0 missing
JGT	numeric	328 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1716 unique values 0 missing
X3A	numeric	73 unique values 0 missing
BIC1	numeric	308 unique values 0 missing
Eig03_AEA.ed.	numeric	1132 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1623 unique values 0 missing
X3Av	numeric	110 unique values 0 missing
BIC2	numeric	281 unique values 0 missing
Eig03_AEA.ri.	numeric	963 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	944 unique values 0 missing
X3sol	numeric	2189 unique values 0 missing
BIC3	numeric	215 unique values 0 missing
Eig03_EA	numeric	856 unique values 0 missing
LOC	numeric	683 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1697 unique values 0 missing
X3v	numeric	2238 unique values 0 missing
BIC4	numeric	199 unique values 0 missing
Eig03_EA.bo.	numeric	1041 unique values 0 missing
LPRS	numeric	2421 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM12_AEA.ed.	numeric	1467 unique values 0 missing
X4	numeric	2087 unique values 0 missing
BIC5	numeric	194 unique values 0 missing
Eig03_EA.dm.	numeric	145 unique values 0 missing
MATS1e	numeric	432 unique values 0 missing
NssCH2	numeric	19 unique values 0 missing
SM12_AEA.ri.	numeric	888 unique values 0 missing
X4A	numeric	58 unique values 0 missing
BID	numeric	215 unique values 0 missing
Eig03_EA.ed.	numeric	1697 unique values 0 missing
MATS1i	numeric	589 unique values 0 missing
NsSH	numeric	3 unique values 0 missing
SM12_EA	numeric	1464 unique values 0 missing
X4Av	numeric	87 unique values 0 missing
BLI	numeric	393 unique values 0 missing
Eig03_EA.ri.	numeric	950 unique values 0 missing
MATS1m	numeric	248 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM12_EA.bo.	numeric	1503 unique values 0 missing
X4sol	numeric	2157 unique values 0 missing
BLTA96	numeric	484 unique values 0 missing
Eig04_AEA.bo.	numeric	937 unique values 0 missing
MATS1p	numeric	372 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM12_EA.dm.	numeric	493 unique values 0 missing
X4v	numeric	2083 unique values 0 missing
BLTD48	numeric	466 unique values 0 missing
Eig04_AEA.dm.	numeric	1137 unique values 0 missing
MATS1s	numeric	384 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	1743 unique values 0 missing
X5	numeric	2022 unique values 0 missing
BLTF96	numeric	423 unique values 0 missing
Eig04_AEA.ed.	numeric	1133 unique values 0 missing
MATS1v	numeric	220 unique values 0 missing
NsssB	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	1673 unique values 0 missing
X5A	numeric	52 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig04_AEA.ri.	numeric	1075 unique values 0 missing
MATS2e	numeric	624 unique values 0 missing
NsssCH	numeric	8 unique values 0 missing
SM13_AEA.bo.	numeric	1040 unique values 0 missing
X5Av	numeric	65 unique values 0 missing
Br.092	numeric	2 unique values 0 missing
Eig04_EA	numeric	944 unique values 0 missing
MATS2i	numeric	564 unique values 0 missing
NsssN	numeric	6 unique values 0 missing
SM13_AEA.dm.	numeric	1758 unique values 0 missing
X5sol	numeric	2097 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA.bo.	numeric	1100 unique values 0 missing
MATS2m	numeric	396 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_AEA.ed.	numeric	1473 unique values 0 missing
X5v	numeric	1851 unique values 0 missing
Br.095	numeric	3 unique values 0 missing
Eig04_EA.dm.	numeric	114 unique values 0 missing
MATS2p	numeric	499 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	1041 unique values 0 missing
Xindex	numeric	393 unique values 0 missing
C.	numeric	190 unique values 0 missing
Eig04_EA.ed.	numeric	1758 unique values 0 missing
MATS2s	numeric	574 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA	numeric	1526 unique values 0 missing
XMOD	numeric	2708 unique values 0 missing
C.001	numeric	8 unique values 0 missing
Eig04_EA.ri.	numeric	1063 unique values 0 missing
MATS2v	numeric	466 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1581 unique values 0 missing
Xt	numeric	157 unique values 0 missing
C.002	numeric	15 unique values 0 missing
Eig05_AEA.bo.	numeric	985 unique values 0 missing
MATS3e	numeric	503 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	196 unique values 0 missing
Xu	numeric	2282 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig05_AEA.dm.	numeric	1237 unique values 0 missing
MATS3i	numeric	483 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	1730 unique values 0 missing
Yindex	numeric	711 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	1249 unique values 0 missing
MATS3m	numeric	459 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1716 unique values 0 missing
ZM1	numeric	117 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig05_AEA.ri.	numeric	1151 unique values 0 missing
MATS3p	numeric	474 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	1082 unique values 0 missing
ZM1Kup	numeric	2564 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig05_EA	numeric	1040 unique values 0 missing
MATS3s	numeric	473 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_AEA.dm.	numeric	1785 unique values 0 missing
ZM1Mad	numeric	2674 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig05_EA.bo.	numeric	1105 unique values 0 missing
MATS3v	numeric	461 unique values 0 missing
O.	numeric	120 unique values 0 missing
SM14_AEA.ed.	numeric	1534 unique values 0 missing
ZM1MulPer	numeric	2852 unique values 0 missing
C.008	numeric	7 unique values 0 missing
Eig05_EA.dm.	numeric	70 unique values 0 missing
MATS4e	numeric	569 unique values 0 missing
O.056	numeric	6 unique values 0 missing
SM14_AEA.ri.	numeric	1100 unique values 0 missing
ZM1Per	numeric	2779 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1785 unique values 0 missing
MATS4i	numeric	538 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM14_EA	numeric	1536 unique values 0 missing
ZM1V	numeric	274 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	1155 unique values 0 missing
MATS4m	numeric	538 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	1563 unique values 0 missing
ZM2	numeric	252 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_AEA.bo.	numeric	1032 unique values 0 missing
MATS4p	numeric	525 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	448 unique values 0 missing
ZM2Kup	numeric	2797 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1302 unique values 0 missing
MATS4s	numeric	554 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM14_EA.ed.	numeric	1780 unique values 0 missing
ZM2Mad	numeric	2834 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1317 unique values 0 missing
MATS4v	numeric	541 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1739 unique values 0 missing
ZM2MulPer	numeric	2862 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_AEA.ri.	numeric	1222 unique values 0 missing
MATS5e	numeric	607 unique values 0 missing
O.063	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	1071 unique values 0 missing
ZM2Per	numeric	2811 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig06_EA	numeric	1082 unique values 0 missing
MATS5i	numeric	516 unique values 0 missing
ON0	numeric	193 unique values 0 missing
SM15_AEA.dm.	numeric	1833 unique values 0 missing
ZM2V	numeric	489 unique values 0 missing
C.016	numeric	8 unique values 0 missing
Eig06_EA.bo.	numeric	1196 unique values 0 missing
MATS5m	numeric	532 unique values 0 missing
ON0V	numeric	1210 unique values 0 missing
SM15_AEA.ed.	numeric	1554 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig06_EA.dm.	numeric	50 unique values 0 missing
MATS5p	numeric	527 unique values 0 missing
ON1	numeric	364 unique values 0 missing
SM15_AEA.ri.	numeric	1105 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	1833 unique values 0 missing
MATS5s	numeric	534 unique values 0 missing
ON1V	numeric	1724 unique values 0 missing
SM15_EA	numeric	1555 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	1190 unique values 0 missing
MATS5v	numeric	517 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	1611 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	1032 unique values 0 missing
MATS6e	numeric	653 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	185 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	1303 unique values 0 missing
MATS6i	numeric	572 unique values 0 missing
PCD	numeric	1693 unique values 0 missing
SM15_EA.ed.	numeric	1788 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1350 unique values 0 missing
MATS6m	numeric	593 unique values 0 missing
PCR	numeric	459 unique values 0 missing
SM15_EA.ri.	numeric	1787 unique values 0 missing
C.023	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1185 unique values 0 missing
MATS6p	numeric	579 unique values 0 missing
PDI	numeric	237 unique values 0 missing
SMTI	numeric	2280 unique values 0 missing
C.024	numeric	19 unique values 0 missing
Eig07_EA	numeric	1071 unique values 0 missing
MATS6s	numeric	592 unique values 0 missing
PHI	numeric	1930 unique values 0 missing
SMTIV	numeric	2745 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig07_EA.bo.	numeric	1182 unique values 0 missing
MATS6v	numeric	592 unique values 0 missing
piID	numeric	1975 unique values 0 missing
SNar	numeric	260 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig07_EA.dm.	numeric	30 unique values 0 missing
MATS7e	numeric	757 unique values 0 missing
piPC01	numeric	123 unique values 0 missing
Sp	numeric	1948 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig07_EA.ed.	numeric	1776 unique values 0 missing
MATS7i	numeric	608 unique values 0 missing
piPC02	numeric	372 unique values 0 missing
SpAD_AEA.bo.	numeric	2448 unique values 0 missing
C.028	numeric	6 unique values 0 missing
Eig07_EA.ri.	numeric	1150 unique values 0 missing
MATS7m	numeric	673 unique values 0 missing
piPC03	numeric	877 unique values 0 missing
SpAD_AEA.dm.	numeric	2715 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.bo.	numeric	1040 unique values 0 missing
MATS7p	numeric	585 unique values 0 missing
piPC04	numeric	1042 unique values 0 missing
SpAD_AEA.ed.	numeric	2367 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	1291 unique values 0 missing
MATS7s	numeric	707 unique values 0 missing
piPC05	numeric	1149 unique values 0 missing
SpAD_AEA.ri.	numeric	2833 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	1320 unique values 0 missing
MATS7v	numeric	594 unique values 0 missing
piPC06	numeric	1324 unique values 0 missing
SpAD_EA	numeric	2354 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1178 unique values 0 missing
MATS8e	numeric	782 unique values 0 missing
piPC07	numeric	1391 unique values 0 missing
SpAD_EA.bo.	numeric	2458 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA	numeric	1040 unique values 0 missing
MATS8i	numeric	612 unique values 0 missing
piPC08	numeric	1483 unique values 0 missing
SpAD_EA.dm.	numeric	833 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.bo.	numeric	1188 unique values 0 missing
MATS8m	numeric	723 unique values 0 missing
piPC09	numeric	1525 unique values 0 missing
SpAD_EA.ed.	numeric	2413 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	16 unique values 0 missing
MATS8p	numeric	637 unique values 0 missing
piPC10	numeric	1594 unique values 0 missing
SpAD_EA.ri.	numeric	2865 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	1690 unique values 0 missing
MATS8s	numeric	758 unique values 0 missing
PJI2	numeric	26 unique values 0 missing
SpDiam_AEA.bo.	numeric	749 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	1186 unique values 0 missing
MATS8v	numeric	643 unique values 0 missing
Pol	numeric	88 unique values 0 missing
SpDiam_AEA.dm.	numeric	877 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	1088 unique values 0 missing
MAXDN	numeric	1688 unique values 0 missing
Psi_e_0	numeric	2231 unique values 0 missing
SpDiam_AEA.ed.	numeric	1047 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	1278 unique values 0 missing
MAXDP	numeric	2122 unique values 0 missing
Psi_e_0d	numeric	10 unique values 0 missing
SpDiam_AEA.ri.	numeric	698 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig09_AEA.ed.	numeric	1279 unique values 0 missing
MCD	numeric	263 unique values 0 missing
Psi_e_1	numeric	2102 unique values 0 missing
SpDiam_EA	numeric	605 unique values 0 missing
C.041	numeric	6 unique values 0 missing
Eig09_AEA.ri.	numeric	1250 unique values 0 missing
MDDD	numeric	2261 unique values 0 missing
Psi_e_1d	numeric	4 unique values 0 missing
SpDiam_EA.bo.	numeric	792 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA	numeric	1084 unique values 0 missing
Me	numeric	99 unique values 0 missing
Psi_e_A	numeric	845 unique values 0 missing
SpDiam_EA.dm.	numeric	218 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_EA.bo.	numeric	1242 unique values 0 missing
Mi	numeric	95 unique values 0 missing
Psi_e_t	numeric	2 unique values 0 missing
SpDiam_EA.ed.	numeric	1489 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	11 unique values 0 missing
MLOGP	numeric	1754 unique values 0 missing
Psi_i_0	numeric	2421 unique values 0 missing
SpDiam_EA.ri.	numeric	692 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig09_EA.ed.	numeric	1632 unique values 0 missing
MLOGP2	numeric	2181 unique values 0 missing
Psi_i_0d	numeric	12 unique values 0 missing
SPI	numeric	2209 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	1228 unique values 0 missing
Mp	numeric	222 unique values 0 missing
Psi_i_1	numeric	2529 unique values 0 missing
SpMAD_AEA.bo.	numeric	195 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_AEA.bo.	numeric	1192 unique values 0 missing
MPC01	numeric	53 unique values 0 missing
Psi_i_1d	numeric	11 unique values 0 missing
SpMAD_AEA.dm.	numeric	278 unique values 0 missing
CATS2D_01_AA	numeric	6 unique values 0 missing
Eig10_AEA.dm.	numeric	1324 unique values 0 missing
MPC02	numeric	75 unique values 0 missing
Psi_i_1s	numeric	4 unique values 0 missing
SpMAD_AEA.ed.	numeric	232 unique values 0 missing
CATS2D_01_AL	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	1228 unique values 0 missing
MPC03	numeric	107 unique values 0 missing
Psi_i_A	numeric	845 unique values 0 missing
SpMAD_AEA.ri.	numeric	193 unique values 0 missing
CATS2D_01_AN	numeric	5 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3058

Number of instances (rows) of the dataset.

NumberOfFeatures

1419

Number of attributes (columns) of the dataset.

NumberOfClasses

Number of distinct values of the target attribute (if it is nominal).

NumberOfMissingValues

Number of missing values in the dataset.

NumberOfInstancesWithMissingValues

Number of instances with at least one value missing.

NumberOfNumericFeatures

1418

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

55.3

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

3.31

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

132521.82

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.88

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.33

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

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.14

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

98.04

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

101.45

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.63

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

-0

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

6.44

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

Dimensionality

0.46

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.15

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.45

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

EquivalentNumberOfAtts

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

184.75

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.98

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.86

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

MaxKurtosisOfNumericAtts

3058

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.03

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

38962.97

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

27.62

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

5.62

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-55.3

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

Show all 62 properties