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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL240

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: CHEMBL240 (TID: 165), and it has 6003 rows and 1421 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).

1423 features

pXC50 (target)	numeric	1344 unique values 0 missing
molecule_id (row identifier)	nominal	6003 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS2v	numeric	503 unique values 0 missing
nCq	numeric	4 unique values 0 missing
SdCH2	numeric	20 unique values 0 missing
SpMin2_Bh.v.	numeric	312 unique values 0 missing
AAC	numeric	767 unique values 0 missing
CATS2D_08_DD	numeric	4 unique values 0 missing
GATS3e	numeric	993 unique values 0 missing
nCR2X2	numeric	2 unique values 0 missing
SddsN	numeric	33 unique values 0 missing
SpMin3_Bh.e.	numeric	557 unique values 0 missing
AECC	numeric	2356 unique values 0 missing
CATS2D_08_DL	numeric	12 unique values 0 missing
GATS3i	numeric	661 unique values 0 missing
nCrq	numeric	3 unique values 0 missing
SddssS	numeric	508 unique values 0 missing
SpMin3_Bh.i.	numeric	577 unique values 0 missing
ALOGP	numeric	3301 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS3m	numeric	623 unique values 0 missing
nCrs	numeric	15 unique values 0 missing
SdNH	numeric	67 unique values 0 missing
SpMin3_Bh.m.	numeric	493 unique values 0 missing
ALOGP2	numeric	4882 unique values 0 missing
CATS2D_08_DP	numeric	4 unique values 0 missing
GATS3p	numeric	594 unique values 0 missing
nCrt	numeric	8 unique values 0 missing
SdO	numeric	3116 unique values 0 missing
SpMin3_Bh.p.	numeric	443 unique values 0 missing
AMR	numeric	5149 unique values 0 missing
CATS2D_08_LL	numeric	40 unique values 0 missing
GATS3s	numeric	907 unique values 0 missing
nCRX3	numeric	4 unique values 0 missing
SdS	numeric	45 unique values 0 missing
SpMin3_Bh.s.	numeric	610 unique values 0 missing
AMW	numeric	2227 unique values 0 missing
CATS2D_08_NL	numeric	6 unique values 0 missing
GATS3v	numeric	496 unique values 0 missing
nCs	numeric	16 unique values 0 missing
SdsCH	numeric	612 unique values 0 missing
SpMin3_Bh.v.	numeric	462 unique values 0 missing
ARR	numeric	309 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4e	numeric	1041 unique values 0 missing
nCsp	numeric	5 unique values 0 missing
SdsN	numeric	327 unique values 0 missing
SpMin4_Bh.e.	numeric	741 unique values 0 missing
ATS1e	numeric	1024 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4i	numeric	576 unique values 0 missing
nCsp2	numeric	32 unique values 0 missing
SdssC	numeric	1900 unique values 0 missing
SpMin4_Bh.i.	numeric	747 unique values 0 missing
ATS1i	numeric	1038 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	707 unique values 0 missing
nCsp3	numeric	36 unique values 0 missing
SdssS	numeric	13 unique values 0 missing
SpMin4_Bh.m.	numeric	629 unique values 0 missing
ATS1m	numeric	1002 unique values 0 missing
CATS2D_09_AA	numeric	9 unique values 0 missing
GATS4p	numeric	596 unique values 0 missing
nCt	numeric	8 unique values 0 missing
SdsssP	numeric	18 unique values 0 missing
SpMin4_Bh.p.	numeric	629 unique values 0 missing
ATS1p	numeric	987 unique values 0 missing
CATS2D_09_AL	numeric	24 unique values 0 missing
GATS4s	numeric	1237 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
Se	numeric	3634 unique values 0 missing
SpMin4_Bh.s.	numeric	753 unique values 0 missing
ATS1s	numeric	1053 unique values 0 missing
CATS2D_09_AN	numeric	4 unique values 0 missing
GATS4v	numeric	524 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
Se.064	numeric	2 unique values 0 missing
SpMin4_Bh.v.	numeric	631 unique values 0 missing
ATS1v	numeric	995 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5e	numeric	1194 unique values 0 missing
nDB	numeric	11 unique values 0 missing
Si	numeric	4040 unique values 0 missing
SpMin5_Bh.e.	numeric	773 unique values 0 missing
ATS2e	numeric	1134 unique values 0 missing
CATS2D_09_DA	numeric	11 unique values 0 missing
GATS5i	numeric	657 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	784 unique values 0 missing
ATS2i	numeric	1152 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5m	numeric	799 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC0	numeric	212 unique values 0 missing
SpMin5_Bh.m.	numeric	729 unique values 0 missing
ATS2m	numeric	1099 unique values 0 missing
CATS2D_09_DL	numeric	14 unique values 0 missing
GATS5p	numeric	646 unique values 0 missing
NddssS	numeric	4 unique values 0 missing
SIC1	numeric	369 unique values 0 missing
SpMin5_Bh.p.	numeric	730 unique values 0 missing
ATS2p	numeric	1080 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5s	numeric	1411 unique values 0 missing
NdNH	numeric	3 unique values 0 missing
SIC2	numeric	335 unique values 0 missing
SpMin5_Bh.s.	numeric	844 unique values 0 missing
ATS2s	numeric	1399 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS5v	numeric	545 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SIC3	numeric	289 unique values 0 missing
SpMin5_Bh.v.	numeric	712 unique values 0 missing
ATS2v	numeric	1058 unique values 0 missing
CATS2D_09_LL	numeric	37 unique values 0 missing
GATS6e	numeric	1190 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SIC4	numeric	271 unique values 0 missing
SpMin6_Bh.e.	numeric	785 unique values 0 missing
ATS3e	numeric	1236 unique values 0 missing
CATS2D_09_NL	numeric	6 unique values 0 missing
GATS6i	numeric	751 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SIC5	numeric	271 unique values 0 missing
SpMin6_Bh.i.	numeric	805 unique values 0 missing
ATS3i	numeric	1273 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6m	numeric	816 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM02_AEA.bo.	numeric	633 unique values 0 missing
SpMin6_Bh.m.	numeric	779 unique values 0 missing
ATS3m	numeric	1165 unique values 0 missing
CATS2D_09_PL	numeric	7 unique values 0 missing
GATS6p	numeric	667 unique values 0 missing
NdssC	numeric	8 unique values 0 missing
SM02_AEA.dm.	numeric	1299 unique values 0 missing
SpMin6_Bh.p.	numeric	781 unique values 0 missing
ATS3p	numeric	1156 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6s	numeric	1323 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	296 unique values 0 missing
SpMin6_Bh.s.	numeric	882 unique values 0 missing
ATS3s	numeric	1251 unique values 0 missing
CENT	numeric	2283 unique values 0 missing
GATS6v	numeric	561 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	2582 unique values 0 missing
SpMin6_Bh.v.	numeric	792 unique values 0 missing
ATS3v	numeric	1164 unique values 0 missing
Chi0_AEA.bo.	numeric	2395 unique values 0 missing
GATS7e	numeric	1219 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM02_EA	numeric	88 unique values 0 missing
SpMin7_Bh.e.	numeric	819 unique values 0 missing
ATS4e	numeric	1355 unique values 0 missing
Chi0_AEA.dm.	numeric	2395 unique values 0 missing
GATS7i	numeric	701 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	382 unique values 0 missing
SpMin7_Bh.i.	numeric	820 unique values 0 missing
ATS4i	numeric	1388 unique values 0 missing
Chi0_AEA.ed.	numeric	2395 unique values 0 missing
GATS7m	numeric	867 unique values 0 missing
nF	numeric	10 unique values 0 missing
SM02_EA.dm.	numeric	1290 unique values 0 missing
SpMin7_Bh.m.	numeric	817 unique values 0 missing
ATS4m	numeric	1310 unique values 0 missing
Chi0_AEA.ri.	numeric	2395 unique values 0 missing
GATS7p	numeric	709 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	645 unique values 0 missing
SpMin7_Bh.p.	numeric	833 unique values 0 missing
ATS4p	numeric	1283 unique values 0 missing
Chi0_EA	numeric	2395 unique values 0 missing
GATS7s	numeric	1359 unique values 0 missing
nH	numeric	65 unique values 0 missing
SM02_EA.ri.	numeric	1095 unique values 0 missing
SpMin7_Bh.s.	numeric	884 unique values 0 missing
ATS4s	numeric	1404 unique values 0 missing
Chi0_EA.bo.	numeric	3681 unique values 0 missing
GATS7v	numeric	582 unique values 0 missing
nHAcc	numeric	18 unique values 0 missing
SM03_AEA.bo.	numeric	1009 unique values 0 missing
SpMin7_Bh.v.	numeric	818 unique values 0 missing
ATS4v	numeric	1289 unique values 0 missing
Chi0_EA.dm.	numeric	4054 unique values 0 missing
GATS8e	numeric	1343 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM03_AEA.dm.	numeric	1316 unique values 0 missing
SpMin8_Bh.e.	numeric	858 unique values 0 missing
ATS5e	numeric	1441 unique values 0 missing
Chi0_EA.ed.	numeric	3493 unique values 0 missing
GATS8i	numeric	742 unique values 0 missing
nHet	numeric	18 unique values 0 missing
SM03_AEA.ed.	numeric	1027 unique values 0 missing
SpMin8_Bh.i.	numeric	881 unique values 0 missing
ATS5i	numeric	1497 unique values 0 missing
Chi0_EA.ri.	numeric	4605 unique values 0 missing
GATS8m	numeric	946 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM03_AEA.ri.	numeric	2536 unique values 0 missing
SpMin8_Bh.m.	numeric	859 unique values 0 missing
ATS5m	numeric	1408 unique values 0 missing
Chi1_AEA.bo.	numeric	3023 unique values 0 missing
GATS8p	numeric	767 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM03_EA	numeric	32 unique values 0 missing
SpMin8_Bh.p.	numeric	887 unique values 0 missing
ATS5p	numeric	1418 unique values 0 missing
Chi1_AEA.dm.	numeric	3023 unique values 0 missing
GATS8s	numeric	1483 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM03_EA.bo.	numeric	173 unique values 0 missing
SpMin8_Bh.s.	numeric	869 unique values 0 missing
ATS5s	numeric	1486 unique values 0 missing
Chi1_AEA.ed.	numeric	3023 unique values 0 missing
GATS8v	numeric	650 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	271 unique values 0 missing
SpMin8_Bh.v.	numeric	873 unique values 0 missing
ATS5v	numeric	1415 unique values 0 missing
Chi1_AEA.ri.	numeric	3023 unique values 0 missing
GGI1	numeric	35 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	858 unique values 0 missing
SRW02	numeric	64 unique values 0 missing
ATS6e	numeric	1570 unique values 0 missing
Chi1_EA	numeric	3023 unique values 0 missing
GGI10	numeric	499 unique values 0 missing
nN	numeric	13 unique values 0 missing
SM03_EA.ri.	numeric	1247 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS6i	numeric	1602 unique values 0 missing
Chi1_EA.bo.	numeric	3725 unique values 0 missing
GGI2	numeric	117 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	1104 unique values 0 missing
SRW04	numeric	195 unique values 0 missing
ATS6m	numeric	1494 unique values 0 missing
Chi1_EA.dm.	numeric	4444 unique values 0 missing
GGI3	numeric	512 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	1348 unique values 0 missing
SRW05	numeric	13 unique values 0 missing
ATS6p	numeric	1506 unique values 0 missing
Chi1_EA.ed.	numeric	2753 unique values 0 missing
GGI4	numeric	1636 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM04_AEA.ed.	numeric	1256 unique values 0 missing
SRW06	numeric	715 unique values 0 missing
ATS6s	numeric	1628 unique values 0 missing
Chi1_EA.ri.	numeric	4626 unique values 0 missing
GGI5	numeric	1000 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	2443 unique values 0 missing
SRW07	numeric	52 unique values 0 missing
ATS6v	numeric	1476 unique values 0 missing
CIC0	numeric	1476 unique values 0 missing
GGI6	numeric	1217 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM04_EA	numeric	399 unique values 0 missing
SRW08	numeric	1137 unique values 0 missing
ATS7e	numeric	1639 unique values 0 missing
CIC1	numeric	1704 unique values 0 missing
GGI7	numeric	958 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	1219 unique values 0 missing
SRW09	numeric	248 unique values 0 missing
ATS7i	numeric	1672 unique values 0 missing
CIC2	numeric	1429 unique values 0 missing
GGI8	numeric	790 unique values 0 missing
NNRS	numeric	21 unique values 0 missing
SM04_EA.dm.	numeric	1629 unique values 0 missing
SRW10	numeric	1221 unique values 0 missing
ATS7m	numeric	1604 unique values 0 missing
CIC3	numeric	1166 unique values 0 missing
GGI9	numeric	648 unique values 0 missing
nO	numeric	16 unique values 0 missing
SM04_EA.ed.	numeric	1696 unique values 0 missing
SsBr	numeric	93 unique values 0 missing
ATS7p	numeric	1586 unique values 0 missing
CIC4	numeric	1043 unique values 0 missing
GMTI	numeric	4111 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM04_EA.ri.	numeric	1283 unique values 0 missing
SsCH3	numeric	2672 unique values 0 missing
ATS7s	numeric	1677 unique values 0 missing
CIC5	numeric	1022 unique values 0 missing
GMTIV	numeric	5343 unique values 0 missing
nOHs	numeric	5 unique values 0 missing
SM05_AEA.bo.	numeric	1173 unique values 0 missing
SsCl	numeric	855 unique values 0 missing
ATS7v	numeric	1586 unique values 0 missing
CID	numeric	938 unique values 0 missing
GNar	numeric	373 unique values 0 missing
nOHt	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	1454 unique values 0 missing
SsF	numeric	1938 unique values 0 missing
ATS8e	numeric	1713 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	270 unique values 0 missing
nOxazoles	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	1383 unique values 0 missing
SsI	numeric	4 unique values 0 missing
ATS8i	numeric	1735 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	28 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	2275 unique values 0 missing
SsNH2	numeric	547 unique values 0 missing
ATS8m	numeric	1740 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.047	numeric	41 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM05_EA	numeric	207 unique values 0 missing
SsOH	numeric	965 unique values 0 missing
ATS8p	numeric	1702 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1462 unique values 0 missing
SssCH2	numeric	4300 unique values 0 missing
ATS8s	numeric	1809 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	600 unique values 0 missing
SsSH	numeric	10 unique values 0 missing
ATS8v	numeric	1714 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nPyrazines	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	2095 unique values 0 missing
SssNH	numeric	1839 unique values 0 missing
ATSC1e	numeric	389 unique values 0 missing
CSI	numeric	1384 unique values 0 missing
H.051	numeric	13 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM05_EA.ri.	numeric	1597 unique values 0 missing
SssO	numeric	1933 unique values 0 missing
ATSC1i	numeric	1054 unique values 0 missing
DBI	numeric	81 unique values 0 missing
H.052	numeric	22 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	1221 unique values 0 missing
SssS	numeric	236 unique values 0 missing
ATSC1m	numeric	3970 unique values 0 missing
D.Dtr03	numeric	354 unique values 0 missing
H.053	numeric	10 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_AEA.dm.	numeric	1565 unique values 0 missing
SsssCH	numeric	2108 unique values 0 missing
ATSC1p	numeric	3034 unique values 0 missing
D.Dtr04	numeric	246 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	1515 unique values 0 missing
SsssN	numeric	2533 unique values 0 missing
ATSC1s	numeric	4679 unique values 0 missing
D.Dtr05	numeric	2955 unique values 0 missing
H.055	numeric	3 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_AEA.ri.	numeric	2250 unique values 0 missing
SssssC	numeric	1575 unique values 0 missing
ATSC1v	numeric	3436 unique values 0 missing
D.Dtr06	numeric	4437 unique values 0 missing
HDcpx	numeric	335 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA	numeric	1431 unique values 0 missing
SssssN.	numeric	5 unique values 0 missing
ATSC2e	numeric	1221 unique values 0 missing
D.Dtr07	numeric	406 unique values 0 missing
HNar	numeric	416 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	1491 unique values 0 missing
SssssSi	numeric	3 unique values 0 missing
ATSC2i	numeric	1723 unique values 0 missing
D.Dtr08	numeric	116 unique values 0 missing
HVcpx	numeric	1275 unique values 0 missing
nR04	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	1515 unique values 0 missing
SssssssS	numeric	3 unique values 0 missing
ATSC2m	numeric	4716 unique values 0 missing
D.Dtr09	numeric	1407 unique values 0 missing
Hy	numeric	830 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM06_EA.ed.	numeric	2185 unique values 0 missing
StCH	numeric	6 unique values 0 missing
ATSC2p	numeric	3856 unique values 0 missing
D.Dtr10	numeric	976 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR06	numeric	8 unique values 0 missing
SM06_EA.ri.	numeric	1578 unique values 0 missing
StN	numeric	354 unique values 0 missing
ATSC2s	numeric	5383 unique values 0 missing
D.Dtr11	numeric	186 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	1298 unique values 0 missing
StsC	numeric	379 unique values 0 missing
ATSC2v	numeric	4200 unique values 0 missing
D.Dtr12	numeric	55 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	1679 unique values 0 missing
Sv	numeric	3915 unique values 0 missing
ATSC3e	numeric	1177 unique values 0 missing
DECC	numeric	1691 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM07_AEA.ed.	numeric	1670 unique values 0 missing
TIC0	numeric	3613 unique values 0 missing
ATSC3i	numeric	1833 unique values 0 missing
DELS	numeric	5473 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR10	numeric	6 unique values 0 missing
SM07_AEA.ri.	numeric	2260 unique values 0 missing
TIC1	numeric	4904 unique values 0 missing
ATSC3m	numeric	5084 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	3613 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM07_EA	numeric	1133 unique values 0 missing
TIC2	numeric	4735 unique values 0 missing
ATSC3p	numeric	4364 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	767 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1754 unique values 0 missing
TIC3	numeric	3358 unique values 0 missing
ATSC3s	numeric	5542 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	1326 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	617 unique values 0 missing
TIC4	numeric	2866 unique values 0 missing
ATSC3v	numeric	4703 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1470 unique values 0 missing
nR.CH.X	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	2459 unique values 0 missing
TIC5	numeric	2841 unique values 0 missing
ATSC4e	numeric	1403 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC3	numeric	1359 unique values 0 missing
nRCN	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1887 unique values 0 missing
TIE	numeric	5570 unique values 0 missing
ATSC4i	numeric	2026 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC4	numeric	1282 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	1362 unique values 0 missing
TPC	numeric	2048 unique values 0 missing
ATSC4m	numeric	5314 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	1278 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	1726 unique values 0 missing
TPSA.NO.	numeric	1813 unique values 0 missing
ATSC4p	numeric	4644 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	1124 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	1782 unique values 0 missing
TPSA.Tot.	numeric	1975 unique values 0 missing
ATSC4s	numeric	5618 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	876 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	2365 unique values 0 missing
TRS	numeric	43 unique values 0 missing
ATSC4v	numeric	4925 unique values 0 missing
DLS_cons	numeric	63 unique values 0 missing
IDDM	numeric	612 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM08_EA	numeric	1739 unique values 0 missing
TWC	numeric	1380 unique values 0 missing
ATSC5e	numeric	1457 unique values 0 missing
Dz	numeric	505 unique values 0 missing
IDE	numeric	1380 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM08_EA.bo.	numeric	1757 unique values 0 missing
Uc	numeric	37 unique values 0 missing
ATSC5i	numeric	2079 unique values 0 missing
ECC	numeric	746 unique values 0 missing
IDET	numeric	4447 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	1320 unique values 0 missing
Ui	numeric	41 unique values 0 missing
ATSC5m	numeric	5390 unique values 0 missing
Eig01_AEA.bo.	numeric	804 unique values 0 missing
IDM	numeric	1936 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	2559 unique values 0 missing
Uindex	numeric	4171 unique values 0 missing
ATSC5p	numeric	4647 unique values 0 missing
Eig01_AEA.dm.	numeric	1157 unique values 0 missing
IDMT	numeric	4459 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1932 unique values 0 missing
UNIP	numeric	326 unique values 0 missing
ATSC5s	numeric	5616 unique values 0 missing
Eig01_AEA.ed.	numeric	1216 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.bo.	numeric	872 unique values 0 missing
VAR	numeric	332 unique values 0 missing
ATSC5v	numeric	5011 unique values 0 missing
Eig01_AEA.ri.	numeric	909 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	1785 unique values 0 missing
Vindex	numeric	284 unique values 0 missing
ATSC6e	numeric	1467 unique values 0 missing
Eig01_EA	numeric	872 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM09_AEA.ed.	numeric	1941 unique values 0 missing
VvdwMG	numeric	3305 unique values 0 missing
ATSC6i	numeric	2172 unique values 0 missing
Eig01_EA.bo.	numeric	998 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	2521 unique values 0 missing
VvdwZAZ	numeric	4224 unique values 0 missing
ATSC6m	numeric	5354 unique values 0 missing
Eig01_EA.dm.	numeric	299 unique values 0 missing
ISIZ	numeric	107 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM09_EA	numeric	1883 unique values 0 missing
Vx	numeric	3305 unique values 0 missing
ATSC6p	numeric	4727 unique values 0 missing
Eig01_EA.ed.	numeric	1972 unique values 0 missing
IVDE	numeric	635 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	1980 unique values 0 missing
Wap	numeric	3993 unique values 0 missing
ATSC6s	numeric	5567 unique values 0 missing
Eig01_EA.ri.	numeric	937 unique values 0 missing
IVDM	numeric	742 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	557 unique values 0 missing
X.	numeric	126 unique values 0 missing
ATSC6v	numeric	5018 unique values 0 missing
Eig02_AEA.bo.	numeric	831 unique values 0 missing
JGI1	numeric	226 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM09_EA.ed.	numeric	2723 unique values 0 missing
X0	numeric	1233 unique values 0 missing
ATSC7e	numeric	1400 unique values 0 missing
Eig02_AEA.dm.	numeric	1214 unique values 0 missing
JGI10	numeric	22 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	2173 unique values 0 missing
X0A	numeric	100 unique values 0 missing
ATSC7i	numeric	2189 unique values 0 missing
Eig02_AEA.ed.	numeric	1218 unique values 0 missing
JGI2	numeric	106 unique values 0 missing
nROH	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	882 unique values 0 missing
X0Av	numeric	198 unique values 0 missing
ATSC7m	numeric	5324 unique values 0 missing
Eig02_AEA.ri.	numeric	907 unique values 0 missing
JGI3	numeric	73 unique values 0 missing
nROR	numeric	7 unique values 0 missing
SM10_AEA.dm.	numeric	1972 unique values 0 missing
X0sol	numeric	1657 unique values 0 missing
ATSC7p	numeric	4709 unique values 0 missing
Eig02_EA	numeric	882 unique values 0 missing
JGI4	numeric	56 unique values 0 missing
NRS	numeric	8 unique values 0 missing
SM10_AEA.ed.	numeric	2058 unique values 0 missing
X0v	numeric	4029 unique values 0 missing
ATSC7s	numeric	5570 unique values 0 missing
Eig02_EA.bo.	numeric	1072 unique values 0 missing
JGI5	numeric	46 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	2585 unique values 0 missing
X1	numeric	2679 unique values 0 missing
ATSC7v	numeric	4986 unique values 0 missing
Eig02_EA.dm.	numeric	302 unique values 0 missing
JGI6	numeric	33 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA	numeric	2004 unique values 0 missing
X1A	numeric	72 unique values 0 missing
ATSC8e	numeric	1409 unique values 0 missing
Eig02_EA.ed.	numeric	2102 unique values 0 missing
JGI7	numeric	29 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	2039 unique values 0 missing
X1Av	numeric	175 unique values 0 missing
ATSC8i	numeric	2159 unique values 0 missing
Eig02_EA.ri.	numeric	891 unique values 0 missing
JGI8	numeric	26 unique values 0 missing
NsCH3	numeric	14 unique values 0 missing
SM10_EA.dm.	numeric	1110 unique values 0 missing
X1Kup	numeric	3893 unique values 0 missing
ATSC8m	numeric	5291 unique values 0 missing
Eig03_AEA.bo.	numeric	971 unique values 0 missing
JGI9	numeric	25 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	2769 unique values 0 missing
X1Mad	numeric	4188 unique values 0 missing
ATSC8p	numeric	4680 unique values 0 missing
Eig03_AEA.dm.	numeric	1230 unique values 0 missing
JGT	numeric	399 unique values 0 missing
NsF	numeric	10 unique values 0 missing
SM10_EA.ri.	numeric	2251 unique values 0 missing
X1MulPer	numeric	3882 unique values 0 missing
ATSC8s	numeric	5545 unique values 0 missing
Eig03_AEA.ed.	numeric	1336 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	938 unique values 0 missing
X1Per	numeric	3686 unique values 0 missing
ATSC8v	numeric	4938 unique values 0 missing
Eig03_AEA.ri.	numeric	1000 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSK	numeric	57 unique values 0 missing
SM11_AEA.dm.	numeric	2102 unique values 0 missing
X1sol	numeric	2877 unique values 0 missing
BAC	numeric	141 unique values 0 missing
Eig03_EA	numeric	938 unique values 0 missing
LOC	numeric	911 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM11_AEA.ed.	numeric	2171 unique values 0 missing
X1v	numeric	3933 unique values 0 missing
BBI	numeric	88 unique values 0 missing
Eig03_EA.bo.	numeric	1262 unique values 0 missing
LPRS	numeric	4427 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	998 unique values 0 missing
X2	numeric	3575 unique values 0 missing
BIC0	numeric	194 unique values 0 missing
Eig03_EA.dm.	numeric	284 unique values 0 missing
MATS1e	numeric	379 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM11_EA	numeric	2114 unique values 0 missing
X2A	numeric	82 unique values 0 missing
BIC1	numeric	338 unique values 0 missing
Eig03_EA.ed.	numeric	2336 unique values 0 missing
MATS1i	numeric	556 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	2196 unique values 0 missing
X2Av	numeric	145 unique values 0 missing
BIC2	numeric	301 unique values 0 missing
Eig03_EA.ri.	numeric	974 unique values 0 missing
MATS1m	numeric	290 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	515 unique values 0 missing
X2sol	numeric	3479 unique values 0 missing
BIC3	numeric	258 unique values 0 missing
Eig04_AEA.bo.	numeric	1071 unique values 0 missing
MATS1p	numeric	350 unique values 0 missing
NsOH	numeric	8 unique values 0 missing
SM11_EA.ed.	numeric	2858 unique values 0 missing
X2v	numeric	3929 unique values 0 missing
BIC4	numeric	236 unique values 0 missing
Eig04_AEA.dm.	numeric	1269 unique values 0 missing
MATS1s	numeric	411 unique values 0 missing
NssCH2	numeric	21 unique values 0 missing
SM11_EA.ri.	numeric	2419 unique values 0 missing
X3	numeric	3480 unique values 0 missing
BIC5	numeric	231 unique values 0 missing
Eig04_AEA.ed.	numeric	1452 unique values 0 missing
MATS1v	numeric	191 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	1058 unique values 0 missing
X3A	numeric	66 unique values 0 missing
BID	numeric	193 unique values 0 missing
Eig04_AEA.ri.	numeric	1146 unique values 0 missing
MATS2e	numeric	720 unique values 0 missing
NssNH	numeric	6 unique values 0 missing
SM12_AEA.dm.	numeric	2336 unique values 0 missing
X3Av	numeric	103 unique values 0 missing
BLI	numeric	445 unique values 0 missing
Eig04_EA	numeric	1058 unique values 0 missing
MATS2i	numeric	595 unique values 0 missing
NssO	numeric	9 unique values 0 missing
SM12_AEA.ed.	numeric	2258 unique values 0 missing
X3sol	numeric	3428 unique values 0 missing
BLTA96	numeric	573 unique values 0 missing
Eig04_EA.bo.	numeric	1303 unique values 0 missing
MATS2m	numeric	377 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	1072 unique values 0 missing
X3v	numeric	3685 unique values 0 missing
BLTD48	numeric	553 unique values 0 missing
Eig04_EA.dm.	numeric	248 unique values 0 missing
MATS2p	numeric	457 unique values 0 missing
NsssCH	numeric	13 unique values 0 missing
SM12_EA	numeric	2240 unique values 0 missing
X4	numeric	3446 unique values 0 missing
BLTF96	numeric	503 unique values 0 missing
Eig04_EA.ed.	numeric	2487 unique values 0 missing
MATS2s	numeric	649 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM12_EA.bo.	numeric	2252 unique values 0 missing
X4A	numeric	57 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	1137 unique values 0 missing
MATS2v	numeric	416 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM12_EA.dm.	numeric	994 unique values 0 missing
X4Av	numeric	74 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.bo.	numeric	1153 unique values 0 missing
MATS3e	numeric	448 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	2880 unique values 0 missing
X4sol	numeric	3399 unique values 0 missing
C.	numeric	190 unique values 0 missing
Eig05_AEA.dm.	numeric	1394 unique values 0 missing
MATS3i	numeric	503 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	2491 unique values 0 missing
X4v	numeric	3338 unique values 0 missing
C.001	numeric	12 unique values 0 missing
Eig05_AEA.ed.	numeric	1558 unique values 0 missing
MATS3m	numeric	438 unique values 0 missing
NssssssS	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	1192 unique values 0 missing
X5	numeric	3293 unique values 0 missing
C.002	numeric	14 unique values 0 missing
Eig05_AEA.ri.	numeric	1297 unique values 0 missing
MATS3p	numeric	462 unique values 0 missing
nTB	numeric	4 unique values 0 missing
SM13_AEA.dm.	numeric	2487 unique values 0 missing
X5A	numeric	45 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig05_EA	numeric	1192 unique values 0 missing
MATS3s	numeric	442 unique values 0 missing
NtCH	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	2378 unique values 0 missing
X5Av	numeric	54 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig05_EA.bo.	numeric	1330 unique values 0 missing
MATS3v	numeric	443 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	1262 unique values 0 missing
X5sol	numeric	3202 unique values 0 missing
C.005	numeric	7 unique values 0 missing
Eig05_EA.dm.	numeric	197 unique values 0 missing
MATS4e	numeric	542 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA	numeric	2335 unique values 0 missing
X5v	numeric	2950 unique values 0 missing
C.006	numeric	13 unique values 0 missing
Eig05_EA.ed.	numeric	2590 unique values 0 missing
MATS4i	numeric	494 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	2352 unique values 0 missing
Xindex	numeric	384 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	1253 unique values 0 missing
MATS4m	numeric	519 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	479 unique values 0 missing
XMOD	numeric	5040 unique values 0 missing
C.008	numeric	12 unique values 0 missing
Eig06_AEA.bo.	numeric	1179 unique values 0 missing
MATS4p	numeric	482 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	2925 unique values 0 missing
Xt	numeric	158 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	1483 unique values 0 missing
MATS4s	numeric	550 unique values 0 missing
NtsC	numeric	5 unique values 0 missing
SM13_EA.ri.	numeric	2658 unique values 0 missing
Xu	numeric	3985 unique values 0 missing
C.010	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	1544 unique values 0 missing
MATS4v	numeric	506 unique values 0 missing
nX	numeric	10 unique values 0 missing
SM14_AEA.bo.	numeric	1246 unique values 0 missing
Yindex	numeric	720 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	1334 unique values 0 missing
MATS5e	numeric	565 unique values 0 missing
O.	numeric	121 unique values 0 missing
SM14_AEA.dm.	numeric	2590 unique values 0 missing
ZM1	numeric	134 unique values 0 missing
C.012	numeric	3 unique values 0 missing
Eig06_EA	numeric	1246 unique values 0 missing
MATS5i	numeric	523 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM14_AEA.ed.	numeric	2465 unique values 0 missing
ZM1Kup	numeric	4659 unique values 0 missing
C.013	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	1367 unique values 0 missing
MATS5m	numeric	526 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM14_AEA.ri.	numeric	1303 unique values 0 missing
ZM1Mad	numeric	5024 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	139 unique values 0 missing
MATS5p	numeric	516 unique values 0 missing
O.058	numeric	8 unique values 0 missing
SM14_EA	numeric	2403 unique values 0 missing
ZM1MulPer	numeric	5419 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	2540 unique values 0 missing
MATS5s	numeric	541 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SM14_EA.bo.	numeric	2421 unique values 0 missing
ZM1Per	numeric	5180 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig06_EA.ri.	numeric	1299 unique values 0 missing
MATS5v	numeric	525 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	913 unique values 0 missing
ZM1V	numeric	350 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.bo.	numeric	1248 unique values 0 missing
MATS6e	numeric	666 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	2961 unique values 0 missing
ZM2	numeric	281 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1556 unique values 0 missing
MATS6i	numeric	569 unique values 0 missing
O.063	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	2748 unique values 0 missing
ZM2Kup	numeric	5280 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_AEA.ed.	numeric	1655 unique values 0 missing
MATS6m	numeric	597 unique values 0 missing
ON0	numeric	253 unique values 0 missing
SM15_AEA.bo.	numeric	1264 unique values 0 missing
ZM2Mad	numeric	5348 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1350 unique values 0 missing
MATS6p	numeric	528 unique values 0 missing
ON0V	numeric	1994 unique values 0 missing
SM15_AEA.dm.	numeric	2540 unique values 0 missing
ZM2MulPer	numeric	5478 unique values 0 missing
C.021	numeric	3 unique values 0 missing
Eig07_EA	numeric	1264 unique values 0 missing
MATS6s	numeric	639 unique values 0 missing
ON1	numeric	534 unique values 0 missing
SM15_AEA.ed.	numeric	2515 unique values 0 missing
ZM2Per	numeric	5281 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig07_EA.bo.	numeric	1455 unique values 0 missing
MATS6v	numeric	531 unique values 0 missing
ON1V	numeric	2549 unique values 0 missing
SM15_AEA.ri.	numeric	1330 unique values 0 missing
ZM2V	numeric	573 unique values 0 missing
C.024	numeric	21 unique values 0 missing
Eig07_EA.dm.	numeric	105 unique values 0 missing
MATS7e	numeric	629 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_EA	numeric	2498 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig07_EA.ed.	numeric	2582 unique values 0 missing
MATS7i	numeric	548 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	2485 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig07_EA.ri.	numeric	1320 unique values 0 missing
MATS7m	numeric	593 unique values 0 missing
PCD	numeric	2448 unique values 0 missing
SM15_EA.dm.	numeric	454 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig08_AEA.bo.	numeric	1266 unique values 0 missing
MATS7p	numeric	555 unique values 0 missing
PCR	numeric	534 unique values 0 missing
SM15_EA.ed.	numeric	2953 unique values 0 missing
C.028	numeric	6 unique values 0 missing
Eig08_AEA.dm.	numeric	1607 unique values 0 missing
MATS7s	numeric	606 unique values 0 missing
PDI	numeric	211 unique values 0 missing
SM15_EA.ri.	numeric	2844 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	1691 unique values 0 missing
MATS7v	numeric	557 unique values 0 missing
PHI	numeric	3238 unique values 0 missing
SMTI	numeric	4087 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	1393 unique values 0 missing
MATS8e	numeric	696 unique values 0 missing
piID	numeric	3000 unique values 0 missing
SMTIV	numeric	5195 unique values 0 missing
C.031	numeric	4 unique values 0 missing
Eig08_EA	numeric	1299 unique values 0 missing
MATS8i	numeric	607 unique values 0 missing
piPC01	numeric	126 unique values 0 missing
SNar	numeric	335 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	1453 unique values 0 missing
MATS8m	numeric	669 unique values 0 missing
piPC02	numeric	382 unique values 0 missing
Sp	numeric	3118 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	60 unique values 0 missing
MATS8p	numeric	627 unique values 0 missing
piPC03	numeric	977 unique values 0 missing
SpAD_AEA.bo.	numeric	4395 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig08_EA.ed.	numeric	2536 unique values 0 missing
MATS8s	numeric	683 unique values 0 missing
piPC04	numeric	1271 unique values 0 missing
SpAD_AEA.dm.	numeric	4906 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	1345 unique values 0 missing
MATS8v	numeric	610 unique values 0 missing
piPC05	numeric	1460 unique values 0 missing
SpAD_AEA.ed.	numeric	4222 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	1351 unique values 0 missing
MAXDN	numeric	2716 unique values 0 missing
piPC06	numeric	1760 unique values 0 missing
SpAD_AEA.ri.	numeric	5247 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.dm.	numeric	1609 unique values 0 missing
MAXDP	numeric	3014 unique values 0 missing
piPC07	numeric	1999 unique values 0 missing
SpAD_EA	numeric	4229 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	1706 unique values 0 missing
MCD	numeric	327 unique values 0 missing
piPC08	numeric	2243 unique values 0 missing
SpAD_EA.bo.	numeric	4444 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	1451 unique values 0 missing
MDDD	numeric	4132 unique values 0 missing
piPC09	numeric	2402 unique values 0 missing
SpAD_EA.dm.	numeric	1933 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig09_EA	numeric	1316 unique values 0 missing
Me	numeric	106 unique values 0 missing
piPC10	numeric	2510 unique values 0 missing
SpAD_EA.ed.	numeric	4396 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	1513 unique values 0 missing
Mi	numeric	92 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpAD_EA.ri.	numeric	5239 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	34 unique values 0 missing
MLOGP	numeric	2649 unique values 0 missing
Pol	numeric	100 unique values 0 missing
SpDiam_AEA.bo.	numeric	882 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	2443 unique values 0 missing
MLOGP2	numeric	3820 unique values 0 missing
Psi_e_0	numeric	3920 unique values 0 missing
SpDiam_AEA.dm.	numeric	1151 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig09_EA.ri.	numeric	1367 unique values 0 missing
Mp	numeric	189 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_AEA.ed.	numeric	1597 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	1394 unique values 0 missing
MPC01	numeric	64 unique values 0 missing
Psi_e_1	numeric	3260 unique values 0 missing
SpDiam_AEA.ri.	numeric	989 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	1597 unique values 0 missing
MPC02	numeric	88 unique values 0 missing
Psi_e_A	numeric	1185 unique values 0 missing
SpDiam_EA	numeric	872 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	1655 unique values 0 missing
MPC03	numeric	116 unique values 0 missing
Psi_i_0	numeric	4202 unique values 0 missing
SpDiam_EA.bo.	numeric	1013 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	1502 unique values 0 missing
MPC04	numeric	152 unique values 0 missing
Psi_i_0d	numeric	5 unique values 0 missing
SpDiam_EA.dm.	numeric	424 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA	numeric	1348 unique values 0 missing
MPC05	numeric	204 unique values 0 missing
Psi_i_1	numeric	4390 unique values 0 missing
SpDiam_EA.ed.	numeric	2446 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	1594 unique values 0 missing
MPC06	numeric	241 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpDiam_EA.ri.	numeric	934 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	14 unique values 0 missing
MPC07	numeric	287 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SPI	numeric	3945 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	2275 unique values 0 missing
MPC08	numeric	342 unique values 0 missing
Psi_i_A	numeric	1185 unique values 0 missing
SpMAD_AEA.bo.	numeric	217 unique values 0 missing
CATS2D_01_LL	numeric	32 unique values 0 missing
Eig10_EA.ri.	numeric	1434 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

6003

Number of instances (rows) of the dataset.

NumberOfFeatures

1423

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

1422

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

2.68

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

Dimensionality

0.24

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.64

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

3.23

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

180.29

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.65

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.38

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.99

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.54

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

6003

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

9.27

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

48309.97

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

6.22

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-67.91

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

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

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.17

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

77.48

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.95

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.36

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

MaxStdDevOfNumericAtts

152977.09

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.13

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

MeanKurtosisOfNumericAtts

142.08

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.32

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

140.9

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

0.31

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Show all 62 properties