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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL214

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: CHEMBL214 (TID: 51), and it has 3356 rows and 1389 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).

1391 features

pXC50 (target)	numeric	1380 unique values 0 missing
molecule_id (row identifier)	nominal	3356 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4s	numeric	962 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	797 unique values 0 missing
SpMin7_Bh.v.	numeric	668 unique values 0 missing
AAC	numeric	584 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4v	numeric	439 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_AEA.dm.	numeric	930 unique values 0 missing
SpMin8_Bh.e.	numeric	684 unique values 0 missing
AECC	numeric	1328 unique values 0 missing
CATS2D_09_AL	numeric	20 unique values 0 missing
GATS5e	numeric	1042 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM03_AEA.ed.	numeric	758 unique values 0 missing
SpMin8_Bh.i.	numeric	690 unique values 0 missing
ALOGP	numeric	1945 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	552 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	1517 unique values 0 missing
SpMin8_Bh.m.	numeric	700 unique values 0 missing
ALOGP2	numeric	2531 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5m	numeric	648 unique values 0 missing
NdsCH	numeric	6 unique values 0 missing
SM03_EA	numeric	24 unique values 0 missing
SpMin8_Bh.p.	numeric	729 unique values 0 missing
AMR	numeric	2601 unique values 0 missing
CATS2D_09_DA	numeric	6 unique values 0 missing
GATS5p	numeric	538 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM03_EA.bo.	numeric	125 unique values 0 missing
SpMin8_Bh.s.	numeric	714 unique values 0 missing
AMW	numeric	1285 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5s	numeric	1161 unique values 0 missing
NdssC	numeric	8 unique values 0 missing
SM03_EA.dm.	numeric	123 unique values 0 missing
SpMin8_Bh.v.	numeric	722 unique values 0 missing
ARR	numeric	214 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GATS5v	numeric	439 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	495 unique values 0 missing
SRW02	numeric	50 unique values 0 missing
ATS1e	numeric	818 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6e	numeric	1048 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA.ri.	numeric	788 unique values 0 missing
SRW03	numeric	3 unique values 0 missing
ATS1i	numeric	813 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6i	numeric	568 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	876 unique values 0 missing
SRW04	numeric	158 unique values 0 missing
ATS1m	numeric	814 unique values 0 missing
CATS2D_09_LL	numeric	27 unique values 0 missing
GATS6m	numeric	677 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_AEA.dm.	numeric	984 unique values 0 missing
SRW05	numeric	10 unique values 0 missing
ATS1p	numeric	798 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6p	numeric	563 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	950 unique values 0 missing
SRW06	numeric	550 unique values 0 missing
ATS1s	numeric	842 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6s	numeric	1169 unique values 0 missing
nH	numeric	50 unique values 0 missing
SM04_AEA.ri.	numeric	1487 unique values 0 missing
SRW07	numeric	32 unique values 0 missing
ATS1v	numeric	790 unique values 0 missing
CENT	numeric	1354 unique values 0 missing
GATS6v	numeric	470 unique values 0 missing
nHAcc	numeric	13 unique values 0 missing
SM04_EA	numeric	281 unique values 0 missing
SRW08	numeric	897 unique values 0 missing
ATS2e	numeric	859 unique values 0 missing
Chi0_AEA.bo.	numeric	1281 unique values 0 missing
GATS7e	numeric	985 unique values 0 missing
nHDon	numeric	9 unique values 0 missing
SM04_EA.bo.	numeric	1005 unique values 0 missing
SRW09	numeric	126 unique values 0 missing
ATS2i	numeric	856 unique values 0 missing
Chi0_AEA.dm.	numeric	1281 unique values 0 missing
GATS7i	numeric	584 unique values 0 missing
nHet	numeric	16 unique values 0 missing
SM04_EA.dm.	numeric	657 unique values 0 missing
SRW10	numeric	980 unique values 0 missing
ATS2m	numeric	929 unique values 0 missing
Chi0_AEA.ed.	numeric	1281 unique values 0 missing
GATS7m	numeric	673 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_EA.ed.	numeric	1193 unique values 0 missing
SsBr	numeric	26 unique values 0 missing
ATS2p	numeric	848 unique values 0 missing
Chi0_AEA.ri.	numeric	1281 unique values 0 missing
GATS7p	numeric	584 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	1008 unique values 0 missing
SsCH3	numeric	1264 unique values 0 missing
ATS2s	numeric	976 unique values 0 missing
Chi0_EA	numeric	1281 unique values 0 missing
GATS7s	numeric	1089 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	920 unique values 0 missing
SsCl	numeric	393 unique values 0 missing
ATS2v	numeric	858 unique values 0 missing
Chi0_EA.bo.	numeric	1963 unique values 0 missing
GATS7v	numeric	501 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	968 unique values 0 missing
SsF	numeric	699 unique values 0 missing
ATS3e	numeric	916 unique values 0 missing
Chi0_EA.dm.	numeric	2029 unique values 0 missing
GATS8e	numeric	1055 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	1033 unique values 0 missing
SsI	numeric	25 unique values 0 missing
ATS3i	numeric	929 unique values 0 missing
Chi0_EA.ed.	numeric	1938 unique values 0 missing
GATS8i	numeric	621 unique values 0 missing
nN	numeric	9 unique values 0 missing
SM05_AEA.ri.	numeric	1443 unique values 0 missing
SsNH2	numeric	222 unique values 0 missing
ATS3m	numeric	1008 unique values 0 missing
Chi0_EA.ri.	numeric	2543 unique values 0 missing
GATS8m	numeric	766 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM05_EA	numeric	134 unique values 0 missing
SsOH	numeric	383 unique values 0 missing
ATS3p	numeric	924 unique values 0 missing
Chi1_AEA.bo.	numeric	1655 unique values 0 missing
GATS8p	numeric	643 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM05_EA.bo.	numeric	1069 unique values 0 missing
SssCH2	numeric	2531 unique values 0 missing
ATS3s	numeric	977 unique values 0 missing
Chi1_AEA.dm.	numeric	1655 unique values 0 missing
GATS8s	numeric	1237 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	240 unique values 0 missing
SsSH	numeric	4 unique values 0 missing
ATS3v	numeric	945 unique values 0 missing
Chi1_AEA.ed.	numeric	1655 unique values 0 missing
GATS8v	numeric	567 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	1260 unique values 0 missing
SssNH	numeric	898 unique values 0 missing
ATS4e	numeric	999 unique values 0 missing
Chi1_AEA.ri.	numeric	1655 unique values 0 missing
GGI1	numeric	23 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	1178 unique values 0 missing
SssO	numeric	1195 unique values 0 missing
ATS4i	numeric	1000 unique values 0 missing
Chi1_EA	numeric	1655 unique values 0 missing
GGI10	numeric	259 unique values 0 missing
NNRS	numeric	17 unique values 0 missing
SM06_AEA.bo.	numeric	977 unique values 0 missing
SssS	numeric	115 unique values 0 missing
ATS4m	numeric	1077 unique values 0 missing
Chi1_EA.bo.	numeric	2079 unique values 0 missing
GGI2	numeric	66 unique values 0 missing
nO	numeric	10 unique values 0 missing
SM06_AEA.dm.	numeric	1041 unique values 0 missing
SsssCH	numeric	1024 unique values 0 missing
ATS4p	numeric	1001 unique values 0 missing
Chi1_EA.dm.	numeric	2230 unique values 0 missing
GGI3	numeric	337 unique values 0 missing
nOHp	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	1069 unique values 0 missing
SsssN	numeric	1694 unique values 0 missing
ATS4s	numeric	1101 unique values 0 missing
Chi1_EA.ed.	numeric	1683 unique values 0 missing
GGI4	numeric	947 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM06_AEA.ri.	numeric	1344 unique values 0 missing
SssssC	numeric	401 unique values 0 missing
ATS4v	numeric	1001 unique values 0 missing
Chi1_EA.ri.	numeric	2555 unique values 0 missing
GGI5	numeric	551 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA	numeric	996 unique values 0 missing
SssssN.	numeric	4 unique values 0 missing
ATS5e	numeric	1068 unique values 0 missing
CIC0	numeric	989 unique values 0 missing
GGI6	numeric	732 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	1218 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATS5i	numeric	1078 unique values 0 missing
CIC1	numeric	1220 unique values 0 missing
GGI7	numeric	567 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM06_EA.dm.	numeric	646 unique values 0 missing
StN	numeric	68 unique values 0 missing
ATS5m	numeric	1130 unique values 0 missing
CIC2	numeric	1212 unique values 0 missing
GGI8	numeric	436 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM06_EA.ed.	numeric	1355 unique values 0 missing
StsC	numeric	64 unique values 0 missing
ATS5p	numeric	1064 unique values 0 missing
CIC3	numeric	894 unique values 0 missing
GGI9	numeric	346 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	1155 unique values 0 missing
Sv	numeric	1937 unique values 0 missing
ATS5s	numeric	1128 unique values 0 missing
CIC4	numeric	759 unique values 0 missing
GMTI	numeric	2142 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	1064 unique values 0 missing
TIC0	numeric	1747 unique values 0 missing
ATS5v	numeric	1070 unique values 0 missing
CIC5	numeric	731 unique values 0 missing
GMTIV	numeric	2853 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	1132 unique values 0 missing
TIC1	numeric	2445 unique values 0 missing
ATS6e	numeric	1116 unique values 0 missing
CID	numeric	696 unique values 0 missing
GNar	numeric	303 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_AEA.ed.	numeric	1147 unique values 0 missing
TIC2	numeric	2555 unique values 0 missing
ATS6i	numeric	1141 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	199 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	1328 unique values 0 missing
TIC3	numeric	1916 unique values 0 missing
ATS6m	numeric	1188 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	23 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA	numeric	720 unique values 0 missing
TIC4	numeric	1529 unique values 0 missing
ATS6p	numeric	1106 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	41 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	1295 unique values 0 missing
TIC5	numeric	1458 unique values 0 missing
ATS6s	numeric	1174 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	254 unique values 0 missing
TIE	numeric	2973 unique values 0 missing
ATS6v	numeric	1098 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR04	numeric	4 unique values 0 missing
SM07_EA.ed.	numeric	1428 unique values 0 missing
TPC	numeric	1282 unique values 0 missing
ATS7e	numeric	1156 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	9 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM07_EA.ri.	numeric	1330 unique values 0 missing
TPSA.NO.	numeric	730 unique values 0 missing
ATS7i	numeric	1168 unique values 0 missing
CSI	numeric	1000 unique values 0 missing
H.051	numeric	10 unique values 0 missing
nR06	numeric	9 unique values 0 missing
SM08_AEA.bo.	numeric	1082 unique values 0 missing
TPSA.Tot.	numeric	828 unique values 0 missing
ATS7m	numeric	1264 unique values 0 missing
DBI	numeric	62 unique values 0 missing
H.052	numeric	18 unique values 0 missing
nR07	numeric	4 unique values 0 missing
SM08_AEA.dm.	numeric	1186 unique values 0 missing
TRS	numeric	37 unique values 0 missing
ATS7p	numeric	1155 unique values 0 missing
D.Dtr03	numeric	59 unique values 0 missing
H.053	numeric	7 unique values 0 missing
nR08	numeric	6 unique values 0 missing
SM08_AEA.ed.	numeric	1181 unique values 0 missing
TWC	numeric	1057 unique values 0 missing
ATS7s	numeric	1189 unique values 0 missing
D.Dtr04	numeric	49 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM08_AEA.ri.	numeric	1450 unique values 0 missing
Uc	numeric	31 unique values 0 missing
ATS7v	numeric	1191 unique values 0 missing
D.Dtr05	numeric	1360 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nR10	numeric	8 unique values 0 missing
SM08_EA	numeric	1202 unique values 0 missing
Ui	numeric	32 unique values 0 missing
ATS8e	numeric	1258 unique values 0 missing
D.Dtr06	numeric	2246 unique values 0 missing
HDcpx	numeric	294 unique values 0 missing
nR11	numeric	5 unique values 0 missing
SM08_EA.bo.	numeric	1354 unique values 0 missing
Uindex	numeric	2154 unique values 0 missing
ATS8i	numeric	1251 unique values 0 missing
D.Dtr07	numeric	93 unique values 0 missing
HNar	numeric	269 unique values 0 missing
nR12	numeric	5 unique values 0 missing
SM08_EA.dm.	numeric	568 unique values 0 missing
UNIP	numeric	262 unique values 0 missing
ATS8m	numeric	1331 unique values 0 missing
D.Dtr08	numeric	64 unique values 0 missing
HVcpx	numeric	994 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	1469 unique values 0 missing
VAR	numeric	243 unique values 0 missing
ATS8p	numeric	1268 unique values 0 missing
D.Dtr09	numeric	1035 unique values 0 missing
Hy	numeric	533 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	1373 unique values 0 missing
Vindex	numeric	278 unique values 0 missing
ATS8s	numeric	1295 unique values 0 missing
D.Dtr10	numeric	980 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	584 unique values 0 missing
VvdwMG	numeric	1694 unique values 0 missing
ATS8v	numeric	1306 unique values 0 missing
D.Dtr11	numeric	85 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	1226 unique values 0 missing
VvdwZAZ	numeric	2084 unique values 0 missing
ATSC1e	numeric	204 unique values 0 missing
D.Dtr12	numeric	98 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	1259 unique values 0 missing
Vx	numeric	1694 unique values 0 missing
ATSC1i	numeric	728 unique values 0 missing
DECC	numeric	1098 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	1536 unique values 0 missing
Wap	numeric	2002 unique values 0 missing
ATSC1m	numeric	2098 unique values 0 missing
DELS	numeric	2926 unique values 0 missing
I.096	numeric	2 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA	numeric	1248 unique values 0 missing
X.	numeric	81 unique values 0 missing
ATSC1p	numeric	1794 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	1390 unique values 0 missing
X0	numeric	643 unique values 0 missing
ATSC1s	numeric	2419 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	228 unique values 0 missing
X0A	numeric	93 unique values 0 missing
ATSC1v	numeric	1944 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IAC	numeric	1747 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	1531 unique values 0 missing
X0Av	numeric	164 unique values 0 missing
ATSC2e	numeric	572 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC0	numeric	584 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	1479 unique values 0 missing
X0sol	numeric	934 unique values 0 missing
ATSC2i	numeric	1086 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC1	numeric	993 unique values 0 missing
nR.Cs	numeric	7 unique values 0 missing
SM10_AEA.bo.	numeric	663 unique values 0 missing
X0v	numeric	2208 unique values 0 missing
ATSC2m	numeric	2440 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC2	numeric	1129 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM10_AEA.dm.	numeric	952 unique values 0 missing
X1	numeric	1294 unique values 0 missing
ATSC2p	numeric	2131 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IC3	numeric	1009 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM10_AEA.ed.	numeric	1289 unique values 0 missing
X1A	numeric	79 unique values 0 missing
ATSC2s	numeric	2821 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IC4	numeric	903 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	1580 unique values 0 missing
X1Av	numeric	148 unique values 0 missing
ATSC2v	numeric	2258 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IC5	numeric	882 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM10_EA	numeric	1313 unique values 0 missing
X1Kup	numeric	2316 unique values 0 missing
ATSC3e	numeric	736 unique values 0 missing
DLS_cons	numeric	53 unique values 0 missing
ICR	numeric	740 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	1426 unique values 0 missing
X1Mad	numeric	2433 unique values 0 missing
ATSC3i	numeric	1280 unique values 0 missing
Dz	numeric	328 unique values 0 missing
IDDE	numeric	559 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	484 unique values 0 missing
X1MulPer	numeric	2279 unique values 0 missing
ATSC3m	numeric	2767 unique values 0 missing
ECC	numeric	590 unique values 0 missing
IDDM	numeric	451 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM10_EA.ed.	numeric	1540 unique values 0 missing
X1Per	numeric	2217 unique values 0 missing
ATSC3p	numeric	2504 unique values 0 missing
Eig01_AEA.bo.	numeric	582 unique values 0 missing
IDE	numeric	1084 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	1553 unique values 0 missing
X1sol	numeric	1515 unique values 0 missing
ATSC3s	numeric	2976 unique values 0 missing
Eig01_AEA.dm.	numeric	851 unique values 0 missing
IDET	numeric	2241 unique values 0 missing
NRS	numeric	7 unique values 0 missing
SM11_AEA.bo.	numeric	809 unique values 0 missing
X1v	numeric	2289 unique values 0 missing
ATSC3v	numeric	2582 unique values 0 missing
Eig01_AEA.ed.	numeric	672 unique values 0 missing
IDM	numeric	1264 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	1105 unique values 0 missing
X2	numeric	1895 unique values 0 missing
ATSC4e	numeric	772 unique values 0 missing
Eig01_AEA.ri.	numeric	639 unique values 0 missing
IDMT	numeric	2249 unique values 0 missing
nRSSR	numeric	2 unique values 0 missing
SM11_AEA.ed.	numeric	1336 unique values 0 missing
X2A	numeric	83 unique values 0 missing
ATSC4i	numeric	1384 unique values 0 missing
Eig01_EA	numeric	584 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_AEA.ri.	numeric	636 unique values 0 missing
X2Av	numeric	131 unique values 0 missing
ATSC4m	numeric	2876 unique values 0 missing
Eig01_EA.bo.	numeric	636 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA	numeric	1372 unique values 0 missing
X2sol	numeric	1898 unique values 0 missing
ATSC4p	numeric	2627 unique values 0 missing
Eig01_EA.dm.	numeric	155 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.bo.	numeric	1490 unique values 0 missing
X2v	numeric	2377 unique values 0 missing
ATSC4s	numeric	2993 unique values 0 missing
Eig01_EA.ed.	numeric	952 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	205 unique values 0 missing
X3	numeric	1963 unique values 0 missing
ATSC4v	numeric	2753 unique values 0 missing
Eig01_EA.ri.	numeric	637 unique values 0 missing
ISIZ	numeric	80 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ed.	numeric	1538 unique values 0 missing
X3A	numeric	71 unique values 0 missing
ATSC5e	numeric	859 unique values 0 missing
Eig02_AEA.bo.	numeric	718 unique values 0 missing
IVDE	numeric	437 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	1574 unique values 0 missing
X3Av	numeric	99 unique values 0 missing
ATSC5i	numeric	1446 unique values 0 missing
Eig02_AEA.dm.	numeric	838 unique values 0 missing
IVDM	numeric	481 unique values 0 missing
nSK	numeric	47 unique values 0 missing
SM12_AEA.bo.	numeric	834 unique values 0 missing
X3sol	numeric	1950 unique values 0 missing
ATSC5m	numeric	2939 unique values 0 missing
Eig02_AEA.ed.	numeric	811 unique values 0 missing
JGI1	numeric	168 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	1386 unique values 0 missing
X3v	numeric	2301 unique values 0 missing
ATSC5p	numeric	2689 unique values 0 missing
Eig02_AEA.ri.	numeric	759 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	1368 unique values 0 missing
X4	numeric	1958 unique values 0 missing
ATSC5s	numeric	3010 unique values 0 missing
Eig02_EA	numeric	663 unique values 0 missing
JGI2	numeric	72 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	797 unique values 0 missing
X4A	numeric	60 unique values 0 missing
ATSC5v	numeric	2806 unique values 0 missing
Eig02_EA.bo.	numeric	797 unique values 0 missing
JGI3	numeric	69 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_EA	numeric	1385 unique values 0 missing
X4Av	numeric	74 unique values 0 missing
ATSC6e	numeric	862 unique values 0 missing
Eig02_EA.dm.	numeric	142 unique values 0 missing
JGI4	numeric	54 unique values 0 missing
nSO2OH	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	1501 unique values 0 missing
X4sol	numeric	1928 unique values 0 missing
ATSC6i	numeric	1414 unique values 0 missing
Eig02_EA.ed.	numeric	1105 unique values 0 missing
JGI5	numeric	41 unique values 0 missing
nSO3	numeric	3 unique values 0 missing
SM12_EA.dm.	numeric	455 unique values 0 missing
X4v	numeric	2190 unique values 0 missing
ATSC6m	numeric	2898 unique values 0 missing
Eig02_EA.ri.	numeric	757 unique values 0 missing
JGI6	numeric	35 unique values 0 missing
NsOH	numeric	7 unique values 0 missing
SM12_EA.ed.	numeric	1584 unique values 0 missing
X5	numeric	1892 unique values 0 missing
ATSC6p	numeric	2672 unique values 0 missing
Eig03_AEA.bo.	numeric	865 unique values 0 missing
JGI7	numeric	30 unique values 0 missing
NssCH2	numeric	20 unique values 0 missing
SM12_EA.ri.	numeric	1655 unique values 0 missing
X5A	numeric	48 unique values 0 missing
ATSC6s	numeric	2983 unique values 0 missing
Eig03_AEA.dm.	numeric	897 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	906 unique values 0 missing
X5Av	numeric	53 unique values 0 missing
ATSC6v	numeric	2777 unique values 0 missing
Eig03_AEA.ed.	numeric	942 unique values 0 missing
JGI9	numeric	21 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.dm.	numeric	1422 unique values 0 missing
X5sol	numeric	1866 unique values 0 missing
ATSC7e	numeric	752 unique values 0 missing
Eig03_AEA.ri.	numeric	876 unique values 0 missing
JGT	numeric	329 unique values 0 missing
NssO	numeric	7 unique values 0 missing
SM13_AEA.ed.	numeric	1415 unique values 0 missing
X5v	numeric	1972 unique values 0 missing
ATSC7i	numeric	1402 unique values 0 missing
Eig03_EA	numeric	809 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.ri.	numeric	952 unique values 0 missing
Xindex	numeric	370 unique values 0 missing
ATSC7m	numeric	2870 unique values 0 missing
Eig03_EA.bo.	numeric	952 unique values 0 missing
LLS_02	numeric	6 unique values 0 missing
NsssCH	numeric	9 unique values 0 missing
SM13_EA	numeric	1393 unique values 0 missing
XMOD	numeric	2579 unique values 0 missing
ATSC7p	numeric	2642 unique values 0 missing
Eig03_EA.dm.	numeric	116 unique values 0 missing
LOC	numeric	544 unique values 0 missing
NsssN	numeric	7 unique values 0 missing
SM13_EA.bo.	numeric	1515 unique values 0 missing
Xt	numeric	145 unique values 0 missing
ATSC7s	numeric	2951 unique values 0 missing
Eig03_EA.ed.	numeric	1386 unique values 0 missing
LPRS	numeric	2249 unique values 0 missing
NssssC	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	201 unique values 0 missing
Xu	numeric	2097 unique values 0 missing
ATSC7v	numeric	2739 unique values 0 missing
Eig03_EA.ri.	numeric	858 unique values 0 missing
MATS1e	numeric	326 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	1611 unique values 0 missing
Yindex	numeric	633 unique values 0 missing
ATSC8e	numeric	776 unique values 0 missing
Eig04_AEA.bo.	numeric	832 unique values 0 missing
MATS1i	numeric	479 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	1715 unique values 0 missing
ZM1	numeric	106 unique values 0 missing
ATSC8i	numeric	1402 unique values 0 missing
Eig04_AEA.dm.	numeric	1017 unique values 0 missing
MATS1m	numeric	248 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	958 unique values 0 missing
ZM1Kup	numeric	2335 unique values 0 missing
ATSC8m	numeric	2871 unique values 0 missing
Eig04_AEA.ed.	numeric	1026 unique values 0 missing
MATS1p	numeric	300 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	1444 unique values 0 missing
ZM1Mad	numeric	2433 unique values 0 missing
ATSC8p	numeric	2617 unique values 0 missing
Eig04_AEA.ri.	numeric	935 unique values 0 missing
MATS1s	numeric	375 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	1424 unique values 0 missing
ZM1MulPer	numeric	2810 unique values 0 missing
ATSC8s	numeric	2937 unique values 0 missing
Eig04_EA	numeric	834 unique values 0 missing
MATS1v	numeric	183 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	924 unique values 0 missing
ZM1Per	numeric	2747 unique values 0 missing
ATSC8v	numeric	2694 unique values 0 missing
Eig04_EA.bo.	numeric	924 unique values 0 missing
MATS2e	numeric	533 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA	numeric	1458 unique values 0 missing
ZM1V	numeric	256 unique values 0 missing
BAC	numeric	69 unique values 0 missing
Eig04_EA.dm.	numeric	93 unique values 0 missing
MATS2i	numeric	460 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	1536 unique values 0 missing
ZM2	numeric	226 unique values 0 missing
BBI	numeric	68 unique values 0 missing
Eig04_EA.ed.	numeric	1422 unique values 0 missing
MATS2m	numeric	307 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	439 unique values 0 missing
ZM2Kup	numeric	2755 unique values 0 missing
BIC0	numeric	171 unique values 0 missing
Eig04_EA.ri.	numeric	933 unique values 0 missing
MATS2p	numeric	419 unique values 0 missing
O.	numeric	100 unique values 0 missing
SM14_EA.ed.	numeric	1628 unique values 0 missing
ZM2Mad	numeric	2741 unique values 0 missing
BIC1	numeric	281 unique values 0 missing
Eig05_AEA.bo.	numeric	902 unique values 0 missing
MATS2s	numeric	535 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	1781 unique values 0 missing
ZM2MulPer	numeric	2871 unique values 0 missing
BIC2	numeric	276 unique values 0 missing
Eig05_AEA.dm.	numeric	1109 unique values 0 missing
MATS2v	numeric	362 unique values 0 missing
O.057	numeric	6 unique values 0 missing
SM15_AEA.bo.	numeric	962 unique values 0 missing
ZM2Per	numeric	2824 unique values 0 missing
BIC3	numeric	205 unique values 0 missing
Eig05_AEA.ed.	numeric	983 unique values 0 missing
MATS3e	numeric	387 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	1502 unique values 0 missing
ZM2V	numeric	442 unique values 0 missing
BIC4	numeric	182 unique values 0 missing
Eig05_AEA.ri.	numeric	1010 unique values 0 missing
MATS3i	numeric	392 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	1461 unique values 0 missing
BIC5	numeric	179 unique values 0 missing
Eig05_EA	numeric	906 unique values 0 missing
MATS3m	numeric	380 unique values 0 missing
O.060	numeric	7 unique values 0 missing
SM15_AEA.ri.	numeric	997 unique values 0 missing
BID	numeric	187 unique values 0 missing
Eig05_EA.bo.	numeric	997 unique values 0 missing
MATS3p	numeric	362 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA	numeric	1491 unique values 0 missing
BLI	numeric	346 unique values 0 missing
Eig05_EA.dm.	numeric	80 unique values 0 missing
MATS3s	numeric	388 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	1544 unique values 0 missing
BLTA96	numeric	428 unique values 0 missing
Eig05_EA.ed.	numeric	1444 unique values 0 missing
MATS3v	numeric	345 unique values 0 missing
ON0	numeric	180 unique values 0 missing
SM15_EA.dm.	numeric	196 unique values 0 missing
BLTD48	numeric	411 unique values 0 missing
Eig05_EA.ri.	numeric	986 unique values 0 missing
MATS4e	numeric	389 unique values 0 missing
ON0V	numeric	1036 unique values 0 missing
SM15_EA.ed.	numeric	1606 unique values 0 missing
BLTF96	numeric	373 unique values 0 missing
Eig06_AEA.bo.	numeric	943 unique values 0 missing
MATS4i	numeric	395 unique values 0 missing
ON1	numeric	357 unique values 0 missing
SM15_EA.ri.	numeric	1772 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	1231 unique values 0 missing
MATS4m	numeric	376 unique values 0 missing
ON1V	numeric	1604 unique values 0 missing
SMTI	numeric	2154 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	1076 unique values 0 missing
MATS4p	numeric	399 unique values 0 missing
PCD	numeric	1589 unique values 0 missing
SMTIV	numeric	2792 unique values 0 missing
C.	numeric	155 unique values 0 missing
Eig06_AEA.ri.	numeric	1077 unique values 0 missing
MATS4s	numeric	394 unique values 0 missing
PCR	numeric	435 unique values 0 missing
SNar	numeric	253 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig06_EA	numeric	958 unique values 0 missing
MATS4v	numeric	399 unique values 0 missing
PDI	numeric	202 unique values 0 missing
Sp	numeric	1723 unique values 0 missing
C.002	numeric	13 unique values 0 missing
Eig06_EA.bo.	numeric	1028 unique values 0 missing
MATS5e	numeric	476 unique values 0 missing
PHI	numeric	1847 unique values 0 missing
SpAD_AEA.bo.	numeric	2332 unique values 0 missing
C.003	numeric	8 unique values 0 missing
Eig06_EA.dm.	numeric	64 unique values 0 missing
MATS5i	numeric	441 unique values 0 missing
piID	numeric	1892 unique values 0 missing
SpAD_AEA.dm.	numeric	2716 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_EA.ed.	numeric	1502 unique values 0 missing
MATS5m	numeric	440 unique values 0 missing
piPC01	numeric	109 unique values 0 missing
SpAD_AEA.ed.	numeric	2190 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig06_EA.ri.	numeric	1031 unique values 0 missing
MATS5p	numeric	420 unique values 0 missing
piPC02	numeric	310 unique values 0 missing
SpAD_AEA.ri.	numeric	2814 unique values 0 missing
C.006	numeric	14 unique values 0 missing
Eig07_AEA.bo.	numeric	978 unique values 0 missing
MATS5s	numeric	458 unique values 0 missing
piPC03	numeric	777 unique values 0 missing
SpAD_EA	numeric	2179 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	1253 unique values 0 missing
MATS5v	numeric	405 unique values 0 missing
piPC04	numeric	1021 unique values 0 missing
SpAD_EA.bo.	numeric	2357 unique values 0 missing
C.008	numeric	6 unique values 0 missing
Eig07_AEA.ed.	numeric	1155 unique values 0 missing
MATS6e	numeric	534 unique values 0 missing
piPC05	numeric	1163 unique values 0 missing
SpAD_EA.dm.	numeric	704 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	1084 unique values 0 missing
MATS6i	numeric	468 unique values 0 missing
piPC06	numeric	1382 unique values 0 missing
SpAD_EA.ed.	numeric	2239 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig07_EA	numeric	962 unique values 0 missing
MATS6m	numeric	464 unique values 0 missing
piPC07	numeric	1478 unique values 0 missing
SpAD_EA.ri.	numeric	2807 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	1050 unique values 0 missing
MATS6p	numeric	459 unique values 0 missing
piPC08	numeric	1543 unique values 0 missing
SpDiam_AEA.bo.	numeric	638 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	51 unique values 0 missing
MATS6s	numeric	536 unique values 0 missing
piPC09	numeric	1648 unique values 0 missing
SpDiam_AEA.dm.	numeric	853 unique values 0 missing
C.014	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	1550 unique values 0 missing
MATS6v	numeric	441 unique values 0 missing
piPC10	numeric	1658 unique values 0 missing
SpDiam_AEA.ed.	numeric	939 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	1065 unique values 0 missing
MATS7e	numeric	485 unique values 0 missing
PJI2	numeric	19 unique values 0 missing
SpDiam_AEA.ri.	numeric	690 unique values 0 missing
C.016	numeric	6 unique values 0 missing
Eig08_AEA.bo.	numeric	1004 unique values 0 missing
MATS7i	numeric	471 unique values 0 missing
Pol	numeric	78 unique values 0 missing
SpDiam_EA	numeric	584 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig08_AEA.dm.	numeric	1194 unique values 0 missing
MATS7m	numeric	484 unique values 0 missing
Psi_e_0	numeric	2163 unique values 0 missing
SpDiam_EA.bo.	numeric	640 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig08_AEA.ed.	numeric	1163 unique values 0 missing
MATS7p	numeric	470 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.dm.	numeric	189 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig08_AEA.ri.	numeric	1054 unique values 0 missing
MATS7s	numeric	496 unique values 0 missing
Psi_e_1	numeric	1985 unique values 0 missing
SpDiam_EA.ed.	numeric	1118 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_EA	numeric	942 unique values 0 missing
MATS7v	numeric	469 unique values 0 missing
Psi_e_A	numeric	752 unique values 0 missing
SpDiam_EA.ri.	numeric	640 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_EA.bo.	numeric	1102 unique values 0 missing
MATS8e	numeric	533 unique values 0 missing
Psi_i_0	numeric	2282 unique values 0 missing
SPI	numeric	2001 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	26 unique values 0 missing
MATS8i	numeric	536 unique values 0 missing
Psi_i_0d	numeric	5 unique values 0 missing
SpMAD_AEA.bo.	numeric	199 unique values 0 missing
C.024	numeric	21 unique values 0 missing
Eig08_EA.ed.	numeric	1517 unique values 0 missing
MATS8m	numeric	570 unique values 0 missing
Psi_i_1	numeric	2491 unique values 0 missing
SpMAD_AEA.dm.	numeric	239 unique values 0 missing
C.025	numeric	10 unique values 0 missing
Eig08_EA.ri.	numeric	1053 unique values 0 missing
MATS8p	numeric	543 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	229 unique values 0 missing
C.026	numeric	8 unique values 0 missing
Eig09_AEA.bo.	numeric	999 unique values 0 missing
MATS8s	numeric	556 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	195 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	1145 unique values 0 missing
MATS8v	numeric	552 unique values 0 missing
Psi_i_A	numeric	752 unique values 0 missing
SpMAD_EA	numeric	184 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig09_AEA.ed.	numeric	1107 unique values 0 missing
MAXDN	numeric	1627 unique values 0 missing
Psi_i_s	numeric	948 unique values 0 missing
SpMAD_EA.bo.	numeric	454 unique values 0 missing
C.029	numeric	3 unique values 0 missing
Eig09_AEA.ri.	numeric	1054 unique values 0 missing
MAXDP	numeric	2084 unique values 0 missing
Psi_i_t	numeric	17 unique values 0 missing
SpMAD_EA.dm.	numeric	450 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_EA	numeric	930 unique values 0 missing
MCD	numeric	247 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	920 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_EA.bo.	numeric	1110 unique values 0 missing
MDDD	numeric	2098 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	237 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	9 unique values 0 missing
Me	numeric	82 unique values 0 missing
P_VSA_e_1	numeric	53 unique values 0 missing
SpMax1_Bh.e.	numeric	307 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	1487 unique values 0 missing
Mi	numeric	64 unique values 0 missing
P_VSA_e_2	numeric	2377 unique values 0 missing
SpMax1_Bh.i.	numeric	289 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	1035 unique values 0 missing
MLOGP	numeric	1468 unique values 0 missing
P_VSA_e_3	numeric	277 unique values 0 missing
SpMax1_Bh.m.	numeric	457 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	1095 unique values 0 missing
MLOGP2	numeric	1833 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.p.	numeric	353 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	1127 unique values 0 missing
Mp	numeric	140 unique values 0 missing
P_VSA_e_5	numeric	113 unique values 0 missing
SpMax1_Bh.s.	numeric	382 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig10_AEA.ed.	numeric	1086 unique values 0 missing
MPC01	numeric	50 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.v.	numeric	320 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	1136 unique values 0 missing
MPC02	numeric	68 unique values 0 missing
P_VSA_i_1	numeric	29 unique values 0 missing
SpMax2_Bh.e.	numeric	444 unique values 0 missing
C.039	numeric	2 unique values 0 missing
Eig10_EA	numeric	984 unique values 0 missing
MPC03	numeric	94 unique values 0 missing
P_VSA_i_2	numeric	2366 unique values 0 missing
SpMax2_Bh.i.	numeric	413 unique values 0 missing
C.040	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	1183 unique values 0 missing
MPC04	numeric	126 unique values 0 missing
P_VSA_i_3	numeric	880 unique values 0 missing
SpMax2_Bh.m.	numeric	564 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC05	numeric	163 unique values 0 missing
P_VSA_i_4	numeric	397 unique values 0 missing
SpMax2_Bh.p.	numeric	495 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	1443 unique values 0 missing
MPC06	numeric	195 unique values 0 missing
P_VSA_LogP_1	numeric	62 unique values 0 missing
SpMax2_Bh.s.	numeric	597 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA.ri.	numeric	1124 unique values 0 missing
MPC07	numeric	242 unique values 0 missing
P_VSA_LogP_2	numeric	588 unique values 0 missing
SpMax2_Bh.v.	numeric	506 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	1163 unique values 0 missing
MPC08	numeric	285 unique values 0 missing
P_VSA_LogP_3	numeric	303 unique values 0 missing
SpMax3_Bh.e.	numeric	499 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	1161 unique values 0 missing
MPC09	numeric	335 unique values 0 missing
P_VSA_LogP_4	numeric	311 unique values 0 missing
SpMax3_Bh.i.	numeric	478 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	1072 unique values 0 missing
MPC10	numeric	370 unique values 0 missing
P_VSA_LogP_5	numeric	1377 unique values 0 missing
SpMax3_Bh.m.	numeric	622 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig11_AEA.ri.	numeric	1202 unique values 0 missing
MSD	numeric	1826 unique values 0 missing
P_VSA_LogP_6	numeric	199 unique values 0 missing
SpMax3_Bh.p.	numeric	555 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig11_EA	numeric	968 unique values 0 missing
Mv	numeric	159 unique values 0 missing
P_VSA_LogP_7	numeric	160 unique values 0 missing
SpMax3_Bh.s.	numeric	774 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_EA.bo.	numeric	1239 unique values 0 missing
MW	numeric	1901 unique values 0 missing
P_VSA_LogP_8	numeric	20 unique values 0 missing
SpMax3_Bh.v.	numeric	573 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	4 unique values 0 missing
MWC01	numeric	50 unique values 0 missing
P_VSA_m_1	numeric	53 unique values 0 missing
SpMax4_Bh.e.	numeric	653 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_EA.ed.	numeric	1344 unique values 0 missing
MWC02	numeric	106 unique values 0 missing
P_VSA_m_2	numeric	2408 unique values 0 missing
SpMax4_Bh.i.	numeric	633 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_EA.ri.	numeric	1169 unique values 0 missing
MWC03	numeric	226 unique values 0 missing
P_VSA_m_3	numeric	198 unique values 0 missing
SpMax4_Bh.m.	numeric	714 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig12_AEA.bo.	numeric	1189 unique values 0 missing
MWC04	numeric	476 unique values 0 missing
P_VSA_m_4	numeric	44 unique values 0 missing
SpMax4_Bh.p.	numeric	688 unique values 0 missing
CATS2D_01_LL	numeric	29 unique values 0 missing
Eig12_AEA.dm.	numeric	1231 unique values 0 missing
MWC05	numeric	864 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
SpMax4_Bh.s.	numeric	917 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig12_AEA.ed.	numeric	1039 unique values 0 missing
MWC06	numeric	942 unique values 0 missing
P_VSA_MR_1	numeric	131 unique values 0 missing
SpMax4_Bh.v.	numeric	694 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig12_AEA.ri.	numeric	1305 unique values 0 missing
MWC07	numeric	989 unique values 0 missing
P_VSA_MR_2	numeric	341 unique values 0 missing
SpMax5_Bh.e.	numeric	713 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig12_EA	numeric	1041 unique values 0 missing
MWC08	numeric	1032 unique values 0 missing
P_VSA_MR_3	numeric	17 unique values 0 missing
SpMax5_Bh.i.	numeric	669 unique values 0 missing
CATS2D_02_AL	numeric	17 unique values 0 missing
Eig12_EA.bo.	numeric	1221 unique values 0 missing
MWC09	numeric	1048 unique values 0 missing
P_VSA_MR_4	numeric	6 unique values 0 missing
SpMax5_Bh.m.	numeric	788 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_EA.dm.	numeric	5 unique values 0 missing
MWC10	numeric	1092 unique values 0 missing
P_VSA_MR_5	numeric	1538 unique values 0 missing
SpMax5_Bh.p.	numeric	734 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig12_EA.ed.	numeric	1328 unique values 0 missing
N.	numeric	126 unique values 0 missing
P_VSA_MR_6	numeric	1708 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

3356

Number of instances (rows) of the dataset.

NumberOfFeatures

1391

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

1390

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

2.42

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

Dimensionality

0.41

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.6

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

3.26

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

88.58

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.4

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

0.36

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.3

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

3356

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

10.43

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

39693.25

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

5.84

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-48.95

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

2.09

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

57.93

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

1.28

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

MaxStdDevOfNumericAtts

48512.75

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

114.88

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.51

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

115.03

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.14

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

AutoCorrelation

-0.15

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