OpenML

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

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

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4822

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

Issue	#Downvotes for this reason	By

Loading wiki

Help us complete this description Edit

This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4822 (TID: 12252), and it has 2998 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	1232 unique values 0 missing
molecule_id (row identifier)	nominal	2998 unique values 0 missing
CATS2D_07_LL	numeric	40 unique values 0 missing
GATS1e	numeric	450 unique values 0 missing
nCIR	numeric	20 unique values 0 missing
SAtot	numeric	2523 unique values 0 missing
SpMin2_Bh.s.	numeric	456 unique values 0 missing
AAC	numeric	580 unique values 0 missing
CATS2D_07_NL	numeric	10 unique values 0 missing
GATS1i	numeric	706 unique values 0 missing
nCL	numeric	4 unique values 0 missing
SCBO	numeric	136 unique values 0 missing
SpMin2_Bh.v.	numeric	237 unique values 0 missing
AECC	numeric	1590 unique values 0 missing
CATS2D_07_NN	numeric	2 unique values 0 missing
GATS1m	numeric	528 unique values 0 missing
nC.N.N.	numeric	2 unique values 0 missing
SdCH2	numeric	33 unique values 0 missing
SpMin3_Bh.e.	numeric	436 unique values 0 missing
ALOGP	numeric	2095 unique values 0 missing
CATS2D_07_PL	numeric	7 unique values 0 missing
GATS1p	numeric	658 unique values 0 missing
nC..N.N2	numeric	2 unique values 0 missing
SddsN	numeric	24 unique values 0 missing
SpMin3_Bh.i.	numeric	455 unique values 0 missing
ALOGP2	numeric	2538 unique values 0 missing
CATS2D_07_PN	numeric	3 unique values 0 missing
GATS1s	numeric	472 unique values 0 missing
nCONN	numeric	3 unique values 0 missing
SddssS	numeric	437 unique values 0 missing
SpMin3_Bh.m.	numeric	399 unique values 0 missing
AMR	numeric	2614 unique values 0 missing
CATS2D_07_PP	numeric	2 unique values 0 missing
GATS1v	numeric	545 unique values 0 missing
nCp	numeric	16 unique values 0 missing
SdNH	numeric	47 unique values 0 missing
SpMin3_Bh.p.	numeric	318 unique values 0 missing
AMW	numeric	1567 unique values 0 missing
CATS2D_08_AA	numeric	15 unique values 0 missing
GATS2e	numeric	663 unique values 0 missing
nCq	numeric	4 unique values 0 missing
SdO	numeric	2300 unique values 0 missing
SpMin3_Bh.s.	numeric	538 unique values 0 missing
ARR	numeric	292 unique values 0 missing
CATS2D_08_AL	numeric	32 unique values 0 missing
GATS2i	numeric	753 unique values 0 missing
nCR2X2	numeric	3 unique values 0 missing
SdS	numeric	5 unique values 0 missing
SpMin3_Bh.v.	numeric	353 unique values 0 missing
ATS1e	numeric	995 unique values 0 missing
CATS2D_08_AN	numeric	7 unique values 0 missing
GATS2m	numeric	566 unique values 0 missing
nCrq	numeric	4 unique values 0 missing
SdsCH	numeric	245 unique values 0 missing
SpMin4_Bh.e.	numeric	597 unique values 0 missing
ATS1i	numeric	1021 unique values 0 missing
CATS2D_08_AP	numeric	6 unique values 0 missing
GATS2p	numeric	681 unique values 0 missing
nCrs	numeric	17 unique values 0 missing
SdsN	numeric	563 unique values 0 missing
SpMin4_Bh.i.	numeric	617 unique values 0 missing
ATS1m	numeric	945 unique values 0 missing
CATS2D_08_DA	numeric	20 unique values 0 missing
GATS2s	numeric	464 unique values 0 missing
nCrt	numeric	6 unique values 0 missing
SdssC	numeric	1714 unique values 0 missing
SpMin4_Bh.m.	numeric	515 unique values 0 missing
ATS1p	numeric	949 unique values 0 missing
CATS2D_08_DD	numeric	10 unique values 0 missing
GATS2v	numeric	559 unique values 0 missing
nCRX3	numeric	3 unique values 0 missing
SdssS	numeric	2 unique values 0 missing
SpMin4_Bh.p.	numeric	486 unique values 0 missing
ATS1s	numeric	1001 unique values 0 missing
CATS2D_08_DL	numeric	30 unique values 0 missing
GATS3e	numeric	690 unique values 0 missing
nCs	numeric	28 unique values 0 missing
SdsssP	numeric	3 unique values 0 missing
SpMin4_Bh.s.	numeric	618 unique values 0 missing
ATS1v	numeric	922 unique values 0 missing
CATS2D_08_DN	numeric	10 unique values 0 missing
GATS3i	numeric	508 unique values 0 missing
nCsp	numeric	3 unique values 0 missing
Se	numeric	2195 unique values 0 missing
SpMin4_Bh.v.	numeric	498 unique values 0 missing
ATS2e	numeric	1054 unique values 0 missing
CATS2D_08_DP	numeric	5 unique values 0 missing
GATS3m	numeric	512 unique values 0 missing
nCsp2	numeric	35 unique values 0 missing
Si	numeric	2255 unique values 0 missing
SpMin5_Bh.e.	numeric	672 unique values 0 missing
ATS2i	numeric	1083 unique values 0 missing
CATS2D_08_LL	numeric	41 unique values 0 missing
GATS3p	numeric	464 unique values 0 missing
nCsp3	numeric	39 unique values 0 missing
Si.111	numeric	2 unique values 0 missing
SpMin5_Bh.i.	numeric	676 unique values 0 missing
ATS2m	numeric	918 unique values 0 missing
CATS2D_08_NL	numeric	13 unique values 0 missing
GATS3s	numeric	632 unique values 0 missing
nCt	numeric	8 unique values 0 missing
SIC0	numeric	174 unique values 0 missing
SpMin5_Bh.m.	numeric	635 unique values 0 missing
ATS2p	numeric	944 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS3v	numeric	426 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SIC1	numeric	345 unique values 0 missing
SpMin5_Bh.p.	numeric	608 unique values 0 missing
ATS2s	numeric	1157 unique values 0 missing
CATS2D_08_PL	numeric	9 unique values 0 missing
GATS4e	numeric	864 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SIC2	numeric	302 unique values 0 missing
SpMin5_Bh.s.	numeric	709 unique values 0 missing
ATS2v	numeric	924 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4i	numeric	491 unique values 0 missing
nDB	numeric	18 unique values 0 missing
SIC3	numeric	240 unique values 0 missing
SpMin5_Bh.v.	numeric	602 unique values 0 missing
ATS3e	numeric	1148 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	582 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SIC4	numeric	210 unique values 0 missing
SpMin6_Bh.e.	numeric	731 unique values 0 missing
ATS3i	numeric	1174 unique values 0 missing
CATS2D_09_AA	numeric	8 unique values 0 missing
GATS4p	numeric	480 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SIC5	numeric	205 unique values 0 missing
SpMin6_Bh.i.	numeric	746 unique values 0 missing
ATS3m	numeric	952 unique values 0 missing
CATS2D_09_AL	numeric	32 unique values 0 missing
GATS4s	numeric	925 unique values 0 missing
NddssS	numeric	4 unique values 0 missing
SM02_AEA.bo.	numeric	582 unique values 0 missing
SpMin6_Bh.m.	numeric	680 unique values 0 missing
ATS3p	numeric	994 unique values 0 missing
CATS2D_09_AN	numeric	5 unique values 0 missing
GATS4v	numeric	440 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_AEA.dm.	numeric	979 unique values 0 missing
SpMin6_Bh.p.	numeric	661 unique values 0 missing
ATS3s	numeric	1163 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5e	numeric	838 unique values 0 missing
NdO	numeric	18 unique values 0 missing
SM02_AEA.ed.	numeric	274 unique values 0 missing
SpMin6_Bh.s.	numeric	786 unique values 0 missing
ATS3v	numeric	976 unique values 0 missing
CATS2D_09_DA	numeric	18 unique values 0 missing
GATS5i	numeric	451 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_AEA.ri.	numeric	1431 unique values 0 missing
SpMin6_Bh.v.	numeric	661 unique values 0 missing
ATS4e	numeric	1188 unique values 0 missing
CATS2D_09_DD	numeric	15 unique values 0 missing
GATS5m	numeric	556 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM02_EA	numeric	92 unique values 0 missing
SpMin7_Bh.e.	numeric	753 unique values 0 missing
ATS4i	numeric	1226 unique values 0 missing
CATS2D_09_DL	numeric	31 unique values 0 missing
GATS5p	numeric	436 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM02_EA.bo.	numeric	352 unique values 0 missing
SpMin7_Bh.i.	numeric	766 unique values 0 missing
ATS4m	numeric	1051 unique values 0 missing
CATS2D_09_DN	numeric	4 unique values 0 missing
GATS5s	numeric	942 unique values 0 missing
NdssC	numeric	18 unique values 0 missing
SM02_EA.dm.	numeric	854 unique values 0 missing
SpMin7_Bh.m.	numeric	687 unique values 0 missing
ATS4p	numeric	1053 unique values 0 missing
CATS2D_09_DP	numeric	5 unique values 0 missing
GATS5v	numeric	371 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	531 unique values 0 missing
SpMin7_Bh.p.	numeric	718 unique values 0 missing
ATS4s	numeric	1247 unique values 0 missing
CATS2D_09_LL	numeric	43 unique values 0 missing
GATS6e	numeric	832 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM02_EA.ri.	numeric	902 unique values 0 missing
SpMin7_Bh.s.	numeric	811 unique values 0 missing
ATS4v	numeric	1052 unique values 0 missing
CATS2D_09_NL	numeric	11 unique values 0 missing
GATS6i	numeric	526 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	791 unique values 0 missing
SpMin7_Bh.v.	numeric	725 unique values 0 missing
ATS5e	numeric	1227 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6m	numeric	562 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	962 unique values 0 missing
SpMin8_Bh.e.	numeric	752 unique values 0 missing
ATS5i	numeric	1210 unique values 0 missing
CATS2D_09_PL	numeric	9 unique values 0 missing
GATS6p	numeric	462 unique values 0 missing
nF	numeric	10 unique values 0 missing
SM03_AEA.ed.	numeric	804 unique values 0 missing
SpMin8_Bh.i.	numeric	744 unique values 0 missing
ATS5m	numeric	1145 unique values 0 missing
CATS2D_09_PN	numeric	2 unique values 0 missing
GATS6s	numeric	917 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1497 unique values 0 missing
SpMin8_Bh.m.	numeric	707 unique values 0 missing
ATS5p	numeric	1121 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6v	numeric	446 unique values 0 missing
nH	numeric	76 unique values 0 missing
SM03_EA	numeric	33 unique values 0 missing
SpMin8_Bh.p.	numeric	762 unique values 0 missing
ATS5s	numeric	1339 unique values 0 missing
CENT	numeric	1842 unique values 0 missing
GATS7e	numeric	954 unique values 0 missing
nHAcc	numeric	33 unique values 0 missing
SM03_EA.bo.	numeric	166 unique values 0 missing
SpMin8_Bh.s.	numeric	756 unique values 0 missing
ATS5v	numeric	1120 unique values 0 missing
Chi0_AEA.bo.	numeric	1687 unique values 0 missing
GATS7i	numeric	485 unique values 0 missing
nHDon	numeric	23 unique values 0 missing
SM03_EA.dm.	numeric	228 unique values 0 missing
SpMin8_Bh.v.	numeric	744 unique values 0 missing
ATS6e	numeric	1281 unique values 0 missing
Chi0_AEA.dm.	numeric	1687 unique values 0 missing
GATS7m	numeric	617 unique values 0 missing
nHet	numeric	31 unique values 0 missing
SM03_EA.ed.	numeric	680 unique values 0 missing
SRW02	numeric	72 unique values 0 missing
ATS6i	numeric	1336 unique values 0 missing
Chi0_AEA.ed.	numeric	1687 unique values 0 missing
GATS7p	numeric	453 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM03_EA.ri.	numeric	881 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS6m	numeric	1254 unique values 0 missing
Chi0_AEA.ri.	numeric	1687 unique values 0 missing
GATS7s	numeric	1010 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM04_AEA.bo.	numeric	833 unique values 0 missing
SRW04	numeric	211 unique values 0 missing
ATS6p	numeric	1213 unique values 0 missing
Chi0_EA	numeric	1687 unique values 0 missing
GATS7v	numeric	406 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_AEA.dm.	numeric	915 unique values 0 missing
SRW05	numeric	10 unique values 0 missing
ATS6s	numeric	1384 unique values 0 missing
Chi0_EA.bo.	numeric	2069 unique values 0 missing
GATS8e	numeric	849 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	852 unique values 0 missing
SRW06	numeric	647 unique values 0 missing
ATS6v	numeric	1242 unique values 0 missing
Chi0_EA.dm.	numeric	2044 unique values 0 missing
GATS8i	numeric	522 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	1470 unique values 0 missing
SRW07	numeric	35 unique values 0 missing
ATS7e	numeric	1407 unique values 0 missing
Chi0_EA.ed.	numeric	2033 unique values 0 missing
GATS8m	numeric	657 unique values 0 missing
nN	numeric	21 unique values 0 missing
SM04_EA	numeric	347 unique values 0 missing
SRW08	numeric	815 unique values 0 missing
ATS7i	numeric	1392 unique values 0 missing
Chi0_EA.ri.	numeric	2523 unique values 0 missing
GATS8p	numeric	539 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	906 unique values 0 missing
SRW09	numeric	129 unique values 0 missing
ATS7m	numeric	1351 unique values 0 missing
Chi1_AEA.bo.	numeric	1886 unique values 0 missing
GATS8s	numeric	913 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM04_EA.dm.	numeric	939 unique values 0 missing
SRW10	numeric	834 unique values 0 missing
ATS7p	numeric	1343 unique values 0 missing
Chi1_AEA.dm.	numeric	1886 unique values 0 missing
GATS8v	numeric	489 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	1162 unique values 0 missing
SsBr	numeric	98 unique values 0 missing
ATS7s	numeric	1468 unique values 0 missing
Chi1_AEA.ed.	numeric	1886 unique values 0 missing
GGI1	numeric	45 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	922 unique values 0 missing
SsCH3	numeric	2063 unique values 0 missing
ATS7v	numeric	1357 unique values 0 missing
Chi1_AEA.ri.	numeric	1886 unique values 0 missing
GGI10	numeric	599 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	849 unique values 0 missing
SsCl	numeric	252 unique values 0 missing
ATS8e	numeric	1486 unique values 0 missing
Chi1_EA	numeric	1886 unique values 0 missing
GGI2	numeric	84 unique values 0 missing
NNRS	numeric	17 unique values 0 missing
SM05_AEA.dm.	numeric	984 unique values 0 missing
SsF	numeric	1007 unique values 0 missing
ATS8i	numeric	1515 unique values 0 missing
Chi1_EA.bo.	numeric	2109 unique values 0 missing
GGI3	numeric	394 unique values 0 missing
nO	numeric	24 unique values 0 missing
SM05_AEA.ed.	numeric	940 unique values 0 missing
SsI	numeric	20 unique values 0 missing
ATS8m	numeric	1443 unique values 0 missing
Chi1_EA.dm.	numeric	2121 unique values 0 missing
GGI4	numeric	1134 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_AEA.ri.	numeric	1419 unique values 0 missing
SsNH2	numeric	693 unique values 0 missing
ATS8p	numeric	1453 unique values 0 missing
Chi1_EA.ed.	numeric	1868 unique values 0 missing
GGI5	numeric	775 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_EA	numeric	169 unique values 0 missing
SsOH	numeric	1150 unique values 0 missing
ATS8s	numeric	1588 unique values 0 missing
Chi1_EA.ri.	numeric	2527 unique values 0 missing
GGI6	numeric	1066 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1024 unique values 0 missing
SssCH2	numeric	2246 unique values 0 missing
ATS8v	numeric	1440 unique values 0 missing
CIC0	numeric	1266 unique values 0 missing
GGI7	numeric	925 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	376 unique values 0 missing
SsSH	numeric	4 unique values 0 missing
ATSC1e	numeric	388 unique values 0 missing
CIC1	numeric	1438 unique values 0 missing
GGI8	numeric	885 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1343 unique values 0 missing
SssNH	numeric	1750 unique values 0 missing
ATSC1i	numeric	1052 unique values 0 missing
CIC2	numeric	1219 unique values 0 missing
GGI9	numeric	784 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	998 unique values 0 missing
SssO	numeric	1128 unique values 0 missing
ATSC1m	numeric	2299 unique values 0 missing
CIC3	numeric	943 unique values 0 missing
GMTI	numeric	2172 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	873 unique values 0 missing
SssS	numeric	151 unique values 0 missing
ATSC1p	numeric	2076 unique values 0 missing
CIC4	numeric	800 unique values 0 missing
GMTIV	numeric	2709 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	1013 unique values 0 missing
SsssCH	numeric	1749 unique values 0 missing
ATSC1s	numeric	2590 unique values 0 missing
CIC5	numeric	778 unique values 0 missing
GNar	numeric	407 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1021 unique values 0 missing
SsssN	numeric	1055 unique values 0 missing
ATSC1v	numeric	2176 unique values 0 missing
CID	numeric	841 unique values 0 missing
H.	numeric	248 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	1421 unique values 0 missing
SssssC	numeric	948 unique values 0 missing
ATSC2e	numeric	953 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	36 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_EA	numeric	939 unique values 0 missing
SssssN.	numeric	2 unique values 0 missing
ATSC2i	numeric	1415 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	38 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM06_EA.bo.	numeric	1117 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATSC2m	numeric	2534 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	929 unique values 0 missing
StCH	numeric	16 unique values 0 missing
ATSC2p	numeric	2376 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	1388 unique values 0 missing
StN	numeric	87 unique values 0 missing
ATSC2s	numeric	2730 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	23 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	1013 unique values 0 missing
StsC	numeric	146 unique values 0 missing
ATSC2v	numeric	2428 unique values 0 missing
CSI	numeric	1267 unique values 0 missing
H.051	numeric	14 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	915 unique values 0 missing
Sv	numeric	2243 unique values 0 missing
ATSC3e	numeric	1162 unique values 0 missing
DBI	numeric	163 unique values 0 missing
H.052	numeric	30 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	1052 unique values 0 missing
TIC0	numeric	2174 unique values 0 missing
ATSC3i	numeric	1586 unique values 0 missing
D.Dtr03	numeric	163 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_AEA.ed.	numeric	1123 unique values 0 missing
TIC1	numeric	2508 unique values 0 missing
ATSC3m	numeric	2657 unique values 0 missing
D.Dtr04	numeric	75 unique values 0 missing
H.054	numeric	4 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM07_AEA.ri.	numeric	1398 unique values 0 missing
TIC2	numeric	2527 unique values 0 missing
ATSC3p	numeric	2513 unique values 0 missing
D.Dtr05	numeric	997 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM07_EA	numeric	895 unique values 0 missing
TIC3	numeric	2200 unique values 0 missing
ATSC3s	numeric	2764 unique values 0 missing
D.Dtr06	numeric	2150 unique values 0 missing
HDcpx	numeric	323 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM07_EA.bo.	numeric	1226 unique values 0 missing
TIC4	numeric	2020 unique values 0 missing
ATSC3v	numeric	2593 unique values 0 missing
D.Dtr07	numeric	62 unique values 0 missing
HNar	numeric	465 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM07_EA.dm.	numeric	412 unique values 0 missing
TIC5	numeric	1976 unique values 0 missing
ATSC4e	numeric	1347 unique values 0 missing
D.Dtr08	numeric	42 unique values 0 missing
HVcpx	numeric	1029 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM07_EA.ed.	numeric	1489 unique values 0 missing
TIE	numeric	2786 unique values 0 missing
ATSC4i	numeric	1654 unique values 0 missing
D.Dtr09	numeric	279 unique values 0 missing
Hy	numeric	881 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	1172 unique values 0 missing
TPC	numeric	1238 unique values 0 missing
ATSC4m	numeric	2728 unique values 0 missing
D.Dtr10	numeric	419 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	967 unique values 0 missing
TPSA.NO.	numeric	841 unique values 0 missing
ATSC4p	numeric	2570 unique values 0 missing
D.Dtr11	numeric	62 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	1115 unique values 0 missing
TPSA.Tot.	numeric	937 unique values 0 missing
ATSC4s	numeric	2786 unique values 0 missing
D.Dtr12	numeric	42 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCHO	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	1182 unique values 0 missing
TRS	numeric	37 unique values 0 missing
ATSC4v	numeric	2644 unique values 0 missing
DECC	numeric	1228 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	1424 unique values 0 missing
TWC	numeric	923 unique values 0 missing
ATSC5e	numeric	1502 unique values 0 missing
DELS	numeric	2753 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM08_EA	numeric	1148 unique values 0 missing
Uc	numeric	37 unique values 0 missing
ATSC5i	numeric	1679 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IAC	numeric	2174 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	1306 unique values 0 missing
Ui	numeric	42 unique values 0 missing
ATSC5m	numeric	2734 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC0	numeric	580 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	851 unique values 0 missing
Uindex	numeric	2159 unique values 0 missing
ATSC5p	numeric	2589 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC1	numeric	1005 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1500 unique values 0 missing
UNIP	numeric	417 unique values 0 missing
ATSC5s	numeric	2791 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC2	numeric	1190 unique values 0 missing
nRCONHR	numeric	12 unique values 0 missing
SM08_EA.ri.	numeric	1247 unique values 0 missing
VAR	numeric	413 unique values 0 missing
ATSC5v	numeric	2637 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC3	numeric	1152 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM09_AEA.bo.	numeric	590 unique values 0 missing
Vindex	numeric	282 unique values 0 missing
ATSC6e	numeric	1490 unique values 0 missing
DLS_04	numeric	11 unique values 0 missing
IC4	numeric	1090 unique values 0 missing
nRCOOH	numeric	7 unique values 0 missing
SM09_AEA.dm.	numeric	1132 unique values 0 missing
VvdwMG	numeric	2146 unique values 0 missing
ATSC6i	numeric	1802 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC5	numeric	1113 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM09_AEA.ed.	numeric	1286 unique values 0 missing
VvdwZAZ	numeric	2296 unique values 0 missing
ATSC6m	numeric	2736 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
ICR	numeric	945 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	1454 unique values 0 missing
Vx	numeric	2146 unique values 0 missing
ATSC6p	numeric	2594 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDE	numeric	795 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM09_EA	numeric	1248 unique values 0 missing
Wap	numeric	2055 unique values 0 missing
ATSC6s	numeric	2788 unique values 0 missing
DLS_cons	numeric	65 unique values 0 missing
IDDM	numeric	618 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM09_EA.bo.	numeric	1353 unique values 0 missing
X.	numeric	102 unique values 0 missing
ATSC6v	numeric	2665 unique values 0 missing
Dz	numeric	463 unique values 0 missing
IDE	numeric	1084 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	392 unique values 0 missing
X0	numeric	1218 unique values 0 missing
ATSC7e	numeric	1549 unique values 0 missing
ECC	numeric	864 unique values 0 missing
IDET	numeric	2216 unique values 0 missing
nR.CX2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	1537 unique values 0 missing
X0A	numeric	115 unique values 0 missing
ATSC7i	numeric	1890 unique values 0 missing
Eig01_AEA.bo.	numeric	617 unique values 0 missing
IDM	numeric	1449 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM09_EA.ri.	numeric	1379 unique values 0 missing
X0Av	numeric	180 unique values 0 missing
ATSC7m	numeric	2739 unique values 0 missing
Eig01_AEA.dm.	numeric	636 unique values 0 missing
IDMT	numeric	2218 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	568 unique values 0 missing
X0sol	numeric	1352 unique values 0 missing
ATSC7p	numeric	2649 unique values 0 missing
Eig01_AEA.ed.	numeric	597 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	854 unique values 0 missing
X0v	numeric	2363 unique values 0 missing
ATSC7s	numeric	2787 unique values 0 missing
Eig01_AEA.ri.	numeric	639 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1347 unique values 0 missing
X1	numeric	1883 unique values 0 missing
ATSC7v	numeric	2690 unique values 0 missing
Eig01_EA	numeric	590 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	1453 unique values 0 missing
X1A	numeric	70 unique values 0 missing
ATSC8e	numeric	1573 unique values 0 missing
Eig01_EA.bo.	numeric	623 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nROH	numeric	8 unique values 0 missing
SM10_EA	numeric	1306 unique values 0 missing
X1Av	numeric	171 unique values 0 missing
ATSC8i	numeric	1950 unique values 0 missing
Eig01_EA.dm.	numeric	180 unique values 0 missing
ISIZ	numeric	130 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	1429 unique values 0 missing
X1Kup	numeric	2399 unique values 0 missing
ATSC8m	numeric	2740 unique values 0 missing
Eig01_EA.ed.	numeric	854 unique values 0 missing
IVDE	numeric	541 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM10_EA.dm.	numeric	749 unique values 0 missing
X1Mad	numeric	2413 unique values 0 missing
ATSC8p	numeric	2638 unique values 0 missing
Eig01_EA.ri.	numeric	636 unique values 0 missing
IVDM	numeric	703 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	1523 unique values 0 missing
X1MulPer	numeric	2367 unique values 0 missing
ATSC8s	numeric	2786 unique values 0 missing
Eig02_AEA.bo.	numeric	562 unique values 0 missing
JGI1	numeric	214 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM10_EA.ri.	numeric	1449 unique values 0 missing
X1Per	numeric	2365 unique values 0 missing
ATSC8v	numeric	2694 unique values 0 missing
Eig02_AEA.dm.	numeric	750 unique values 0 missing
JGI10	numeric	17 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	622 unique values 0 missing
X1sol	numeric	1785 unique values 0 missing
BAC	numeric	345 unique values 0 missing
Eig02_AEA.ed.	numeric	670 unique values 0 missing
JGI2	numeric	84 unique values 0 missing
NsCH3	numeric	15 unique values 0 missing
SM11_AEA.dm.	numeric	1094 unique values 0 missing
X1v	numeric	2410 unique values 0 missing
BBI	numeric	92 unique values 0 missing
Eig02_AEA.ri.	numeric	578 unique values 0 missing
JGI3	numeric	64 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	1377 unique values 0 missing
X2	numeric	2018 unique values 0 missing
BIC0	numeric	158 unique values 0 missing
Eig02_EA	numeric	568 unique values 0 missing
JGI4	numeric	43 unique values 0 missing
NsF	numeric	10 unique values 0 missing
SM11_AEA.ri.	numeric	623 unique values 0 missing
X2A	numeric	86 unique values 0 missing
BIC1	numeric	320 unique values 0 missing
Eig02_EA.bo.	numeric	678 unique values 0 missing
JGI5	numeric	34 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM11_EA	numeric	1369 unique values 0 missing
X2Av	numeric	141 unique values 0 missing
BIC2	numeric	281 unique values 0 missing
Eig02_EA.dm.	numeric	218 unique values 0 missing
JGI6	numeric	26 unique values 0 missing
nSK	numeric	71 unique values 0 missing
SM11_EA.bo.	numeric	1464 unique values 0 missing
X2sol	numeric	1917 unique values 0 missing
BIC3	numeric	213 unique values 0 missing
Eig02_EA.ed.	numeric	1094 unique values 0 missing
JGI7	numeric	22 unique values 0 missing
NsNH2	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	381 unique values 0 missing
X2v	numeric	2430 unique values 0 missing
BIC4	numeric	179 unique values 0 missing
Eig02_EA.ri.	numeric	579 unique values 0 missing
JGI8	numeric	22 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM11_EA.ed.	numeric	1505 unique values 0 missing
X3	numeric	1982 unique values 0 missing
BIC5	numeric	179 unique values 0 missing
Eig03_AEA.bo.	numeric	582 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1546 unique values 0 missing
X3A	numeric	65 unique values 0 missing
BID	numeric	178 unique values 0 missing
Eig03_AEA.dm.	numeric	805 unique values 0 missing
JGT	numeric	350 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	689 unique values 0 missing
X3Av	numeric	101 unique values 0 missing
BLI	numeric	427 unique values 0 missing
Eig03_AEA.ed.	numeric	742 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_AEA.dm.	numeric	1267 unique values 0 missing
X3sol	numeric	1884 unique values 0 missing
BLTA96	numeric	582 unique values 0 missing
Eig03_AEA.ri.	numeric	639 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
nSO3OH	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1393 unique values 0 missing
X3v	numeric	2263 unique values 0 missing
BLTD48	numeric	554 unique values 0 missing
Eig03_EA	numeric	622 unique values 0 missing
LOC	numeric	1001 unique values 0 missing
NsOH	numeric	11 unique values 0 missing
SM12_AEA.ri.	numeric	678 unique values 0 missing
X4	numeric	1943 unique values 0 missing
BLTF96	numeric	520 unique values 0 missing
Eig03_EA.bo.	numeric	719 unique values 0 missing
LPRS	numeric	2214 unique values 0 missing
NssCH2	numeric	23 unique values 0 missing
SM12_EA	numeric	1413 unique values 0 missing
X4A	numeric	51 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig03_EA.dm.	numeric	197 unique values 0 missing
MATS1e	numeric	272 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1503 unique values 0 missing
X4Av	numeric	76 unique values 0 missing
C.	numeric	213 unique values 0 missing
Eig03_EA.ed.	numeric	1267 unique values 0 missing
MATS1i	numeric	388 unique values 0 missing
NssNH	numeric	13 unique values 0 missing
SM12_EA.dm.	numeric	688 unique values 0 missing
X4sol	numeric	1872 unique values 0 missing
C.001	numeric	14 unique values 0 missing
Eig03_EA.ri.	numeric	626 unique values 0 missing
MATS1m	numeric	271 unique values 0 missing
NssO	numeric	8 unique values 0 missing
SM12_EA.ed.	numeric	1510 unique values 0 missing
X4v	numeric	2141 unique values 0 missing
C.002	numeric	22 unique values 0 missing
Eig04_AEA.bo.	numeric	625 unique values 0 missing
MATS1p	numeric	271 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM12_EA.ri.	numeric	1601 unique values 0 missing
X5	numeric	1894 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig04_AEA.dm.	numeric	855 unique values 0 missing
MATS1s	numeric	268 unique values 0 missing
NsssCH	numeric	18 unique values 0 missing
SM13_AEA.bo.	numeric	817 unique values 0 missing
X5A	numeric	41 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig04_AEA.ed.	numeric	908 unique values 0 missing
MATS1v	numeric	159 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM13_AEA.dm.	numeric	1380 unique values 0 missing
X5Av	numeric	52 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig04_AEA.ri.	numeric	740 unique values 0 missing
MATS2e	numeric	502 unique values 0 missing
NssssC	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	1434 unique values 0 missing
X5sol	numeric	1804 unique values 0 missing
C.006	numeric	11 unique values 0 missing
Eig04_EA	numeric	689 unique values 0 missing
MATS2i	numeric	577 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	719 unique values 0 missing
X5v	numeric	1939 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig04_EA.bo.	numeric	769 unique values 0 missing
MATS2m	numeric	342 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA	numeric	1478 unique values 0 missing
Xindex	numeric	357 unique values 0 missing
C.008	numeric	14 unique values 0 missing
Eig04_EA.dm.	numeric	201 unique values 0 missing
MATS2p	numeric	448 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	1561 unique values 0 missing
XMOD	numeric	2575 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig04_EA.ed.	numeric	1380 unique values 0 missing
MATS2s	numeric	440 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	382 unique values 0 missing
Xt	numeric	138 unique values 0 missing
C.010	numeric	3 unique values 0 missing
Eig04_EA.ri.	numeric	754 unique values 0 missing
MATS2v	numeric	390 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1488 unique values 0 missing
Xu	numeric	2111 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig05_AEA.bo.	numeric	770 unique values 0 missing
MATS3e	numeric	378 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1637 unique values 0 missing
Yindex	numeric	604 unique values 0 missing
C.012	numeric	4 unique values 0 missing
Eig05_AEA.dm.	numeric	893 unique values 0 missing
MATS3i	numeric	393 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	897 unique values 0 missing
ZM1	numeric	145 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	961 unique values 0 missing
MATS3m	numeric	385 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	1455 unique values 0 missing
ZM1Kup	numeric	2441 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	917 unique values 0 missing
MATS3p	numeric	377 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1456 unique values 0 missing
ZM1Mad	numeric	2502 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig05_EA	numeric	817 unique values 0 missing
MATS3s	numeric	336 unique values 0 missing
nX	numeric	10 unique values 0 missing
SM14_AEA.ri.	numeric	769 unique values 0 missing
ZM1MulPer	numeric	2692 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	838 unique values 0 missing
MATS3v	numeric	378 unique values 0 missing
O.	numeric	136 unique values 0 missing
SM14_EA	numeric	1511 unique values 0 missing
ZM1Per	numeric	2645 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig05_EA.dm.	numeric	186 unique values 0 missing
MATS4e	numeric	454 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	1537 unique values 0 missing
ZM1V	numeric	387 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig05_EA.ed.	numeric	1455 unique values 0 missing
MATS4i	numeric	351 unique values 0 missing
O.057	numeric	11 unique values 0 missing
SM14_EA.dm.	numeric	621 unique values 0 missing
ZM2	numeric	274 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig05_EA.ri.	numeric	923 unique values 0 missing
MATS4m	numeric	460 unique values 0 missing
O.058	numeric	18 unique values 0 missing
SM14_EA.ed.	numeric	1496 unique values 0 missing
ZM2Kup	numeric	2646 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	860 unique values 0 missing
MATS4p	numeric	411 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1676 unique values 0 missing
ZM2Mad	numeric	2636 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	1005 unique values 0 missing
MATS4s	numeric	448 unique values 0 missing
O.060	numeric	8 unique values 0 missing
SM15_AEA.bo.	numeric	960 unique values 0 missing
ZM2MulPer	numeric	2714 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	952 unique values 0 missing
MATS4v	numeric	439 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_AEA.dm.	numeric	1430 unique values 0 missing
ZM2Per	numeric	2668 unique values 0 missing
C.024	numeric	24 unique values 0 missing
Eig06_AEA.ri.	numeric	992 unique values 0 missing
MATS5e	numeric	463 unique values 0 missing
ON0	numeric	348 unique values 0 missing
SM15_AEA.ed.	numeric	1504 unique values 0 missing
ZM2V	numeric	570 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig06_EA	numeric	897 unique values 0 missing
MATS5i	numeric	363 unique values 0 missing
ON0V	numeric	1480 unique values 0 missing
SM15_AEA.ri.	numeric	838 unique values 0 missing
C.026	numeric	15 unique values 0 missing
Eig06_EA.bo.	numeric	918 unique values 0 missing
MATS5m	numeric	387 unique values 0 missing
ON1	numeric	635 unique values 0 missing
SM15_EA	numeric	1537 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig06_EA.dm.	numeric	158 unique values 0 missing
MATS5p	numeric	338 unique values 0 missing
ON1V	numeric	1979 unique values 0 missing
SM15_EA.bo.	numeric	1583 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig06_EA.ed.	numeric	1430 unique values 0 missing
MATS5s	numeric	453 unique values 0 missing
P.116	numeric	2 unique values 0 missing
SM15_EA.dm.	numeric	369 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	991 unique values 0 missing
MATS5v	numeric	346 unique values 0 missing
PCD	numeric	1579 unique values 0 missing
SM15_EA.ed.	numeric	1452 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	932 unique values 0 missing
MATS6e	numeric	473 unique values 0 missing
PCR	numeric	528 unique values 0 missing
SM15_EA.ri.	numeric	1644 unique values 0 missing
C.031	numeric	4 unique values 0 missing
Eig07_AEA.dm.	numeric	1063 unique values 0 missing
MATS6i	numeric	391 unique values 0 missing
PDI	numeric	245 unique values 0 missing
SMTI	numeric	2169 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	979 unique values 0 missing
MATS6m	numeric	453 unique values 0 missing
PHI	numeric	2246 unique values 0 missing
SMTIV	numeric	2687 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	1044 unique values 0 missing
MATS6p	numeric	406 unique values 0 missing
piID	numeric	1729 unique values 0 missing
SNar	numeric	361 unique values 0 missing
C.034	numeric	6 unique values 0 missing
Eig07_EA	numeric	960 unique values 0 missing
MATS6s	numeric	443 unique values 0 missing
piPC01	numeric	136 unique values 0 missing
Sp	numeric	2071 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	985 unique values 0 missing
MATS6v	numeric	437 unique values 0 missing
piPC02	numeric	352 unique values 0 missing
SpAD_AEA.bo.	numeric	2287 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	139 unique values 0 missing
MATS7e	numeric	474 unique values 0 missing
piPC03	numeric	685 unique values 0 missing
SpAD_AEA.dm.	numeric	2584 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	1431 unique values 0 missing
MATS7i	numeric	387 unique values 0 missing
piPC04	numeric	926 unique values 0 missing
SpAD_AEA.ed.	numeric	2173 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	1073 unique values 0 missing
MATS7m	numeric	461 unique values 0 missing
piPC05	numeric	1040 unique values 0 missing
SpAD_AEA.ri.	numeric	2678 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	952 unique values 0 missing
MATS7p	numeric	371 unique values 0 missing
piPC06	numeric	1224 unique values 0 missing
SpAD_EA	numeric	2179 unique values 0 missing
C.040	numeric	18 unique values 0 missing
Eig08_AEA.dm.	numeric	1158 unique values 0 missing
MATS7s	numeric	457 unique values 0 missing
piPC07	numeric	1389 unique values 0 missing
SpAD_EA.bo.	numeric	2308 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig08_AEA.ed.	numeric	1051 unique values 0 missing
MATS7v	numeric	392 unique values 0 missing
piPC08	numeric	1499 unique values 0 missing
SpAD_EA.dm.	numeric	1051 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	1089 unique values 0 missing
MATS8e	numeric	499 unique values 0 missing
piPC09	numeric	1564 unique values 0 missing
SpAD_EA.ed.	numeric	2207 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig08_EA	numeric	979 unique values 0 missing
MATS8i	numeric	442 unique values 0 missing
piPC10	numeric	1588 unique values 0 missing
SpAD_EA.ri.	numeric	2672 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	1033 unique values 0 missing
MATS8m	numeric	519 unique values 0 missing
PJI2	numeric	23 unique values 0 missing
SpDiam_AEA.bo.	numeric	718 unique values 0 missing
CATS2D_00_DD	numeric	7 unique values 0 missing
Eig08_EA.dm.	numeric	103 unique values 0 missing
MATS8p	numeric	464 unique values 0 missing
Pol	numeric	102 unique values 0 missing
SpDiam_AEA.dm.	numeric	649 unique values 0 missing
CATS2D_00_DP	numeric	7 unique values 0 missing
Eig08_EA.ed.	numeric	1497 unique values 0 missing
MATS8s	numeric	474 unique values 0 missing
Psi_e_0	numeric	2433 unique values 0 missing
SpDiam_AEA.ed.	numeric	897 unique values 0 missing
CATS2D_00_PP	numeric	7 unique values 0 missing
Eig08_EA.ri.	numeric	1073 unique values 0 missing
MATS8v	numeric	487 unique values 0 missing
Psi_e_0d	numeric	3 unique values 0 missing
SpDiam_AEA.ri.	numeric	767 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	928 unique values 0 missing
MAXDN	numeric	1650 unique values 0 missing
Psi_e_1	numeric	2228 unique values 0 missing
SpDiam_EA	numeric	594 unique values 0 missing
CATS2D_01_AN	numeric	8 unique values 0 missing
Eig09_AEA.dm.	numeric	1200 unique values 0 missing
MAXDP	numeric	1652 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SpDiam_EA.bo.	numeric	631 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	1072 unique values 0 missing
MCD	numeric	428 unique values 0 missing
Psi_e_A	numeric	915 unique values 0 missing
SpDiam_EA.dm.	numeric	247 unique values 0 missing
CATS2D_01_DA	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	1075 unique values 0 missing
MDDD	numeric	2171 unique values 0 missing
Psi_i_0	numeric	2398 unique values 0 missing
SpDiam_EA.ed.	numeric	1079 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig09_EA	numeric	962 unique values 0 missing
Me	numeric	94 unique values 0 missing
Psi_i_0d	numeric	3 unique values 0 missing
SpDiam_EA.ri.	numeric	654 unique values 0 missing
CATS2D_01_DN	numeric	7 unique values 0 missing
Eig09_EA.bo.	numeric	1012 unique values 0 missing
Mi	numeric	84 unique values 0 missing
Psi_i_1	numeric	2513 unique values 0 missing
SPI	numeric	2137 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig09_EA.dm.	numeric	69 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

2998

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.

MaxSkewnessOfNumericAtts

54.75

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

3.12

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

155969.44

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.02

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.67

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

0.18

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanKurtosisOfNumericAtts

101.11

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

218.62

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.26

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.17

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

AutoCorrelation

0.13

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

4.35

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

Dimensionality

0.47

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

3.21

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.01

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

395.29

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

0.82

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.96

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.4

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

MaxKurtosisOfNumericAtts

2998

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.1

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

77645.64

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

20.8

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

6.88

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-54.75

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