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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1800

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: CHEMBL1800 (TID: 124), and it has 1745 rows and 1372 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).

1374 features

pXC50 (target)	numeric	728 unique values 0 missing
molecule_id (row identifier)	nominal	1745 unique values 0 missing
CATS2D_08_DL	numeric	35 unique values 0 missing
GATS3e	numeric	713 unique values 0 missing
nCXr	numeric	3 unique values 0 missing
SM04_EA.dm.	numeric	313 unique values 0 missing
SRW10	numeric	638 unique values 0 missing
AAC	numeric	508 unique values 0 missing
CATS2D_08_DN	numeric	8 unique values 0 missing
GATS3i	numeric	539 unique values 0 missing
nCXr.	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	760 unique values 0 missing
SsBr	numeric	167 unique values 0 missing
AECC	numeric	621 unique values 0 missing
CATS2D_08_DP	numeric	14 unique values 0 missing
GATS3m	numeric	382 unique values 0 missing
nDB	numeric	23 unique values 0 missing
SM04_EA.ri.	numeric	736 unique values 0 missing
SsCH3	numeric	1534 unique values 0 missing
ALOGP	numeric	1384 unique values 0 missing
CATS2D_08_LL	numeric	47 unique values 0 missing
GATS3p	numeric	430 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	591 unique values 0 missing
SsCl	numeric	518 unique values 0 missing
ALOGP2	numeric	1565 unique values 0 missing
CATS2D_08_NL	numeric	18 unique values 0 missing
GATS3s	numeric	694 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM05_AEA.dm.	numeric	710 unique values 0 missing
SsF	numeric	349 unique values 0 missing
AMR	numeric	1558 unique values 0 missing
CATS2D_08_NN	numeric	2 unique values 0 missing
GATS3v	numeric	408 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM05_AEA.ed.	numeric	654 unique values 0 missing
SsI	numeric	5 unique values 0 missing
AMW	numeric	938 unique values 0 missing
CATS2D_08_PL	numeric	11 unique values 0 missing
GATS4e	numeric	822 unique values 0 missing
NdO	numeric	22 unique values 0 missing
SM05_AEA.ri.	numeric	816 unique values 0 missing
SsNH2	numeric	66 unique values 0 missing
ARR	numeric	159 unique values 0 missing
CATS2D_08_PN	numeric	3 unique values 0 missing
GATS4i	numeric	518 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM05_EA	numeric	158 unique values 0 missing
SsOH	numeric	104 unique values 0 missing
ATS1e	numeric	557 unique values 0 missing
CATS2D_08_PP	numeric	2 unique values 0 missing
GATS4m	numeric	526 unique values 0 missing
NdsCH	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	614 unique values 0 missing
SssCH2	numeric	1458 unique values 0 missing
ATS1i	numeric	563 unique values 0 missing
CATS2D_09_AA	numeric	18 unique values 0 missing
GATS4p	numeric	426 unique values 0 missing
NdsN	numeric	6 unique values 0 missing
SM05_EA.dm.	numeric	121 unique values 0 missing
SssNH	numeric	501 unique values 0 missing
ATS1m	numeric	558 unique values 0 missing
CATS2D_09_AL	numeric	41 unique values 0 missing
GATS4s	numeric	772 unique values 0 missing
NdssC	numeric	23 unique values 0 missing
SM05_EA.ed.	numeric	775 unique values 0 missing
SssO	numeric	620 unique values 0 missing
ATS1p	numeric	533 unique values 0 missing
CATS2D_09_AN	numeric	10 unique values 0 missing
GATS4v	numeric	368 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	782 unique values 0 missing
SssS	numeric	60 unique values 0 missing
ATS1s	numeric	537 unique values 0 missing
CATS2D_09_AP	numeric	16 unique values 0 missing
GATS5e	numeric	862 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	645 unique values 0 missing
SsssCH	numeric	677 unique values 0 missing
ATS1v	numeric	529 unique values 0 missing
CATS2D_09_DA	numeric	24 unique values 0 missing
GATS5i	numeric	579 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	737 unique values 0 missing
SsssN	numeric	885 unique values 0 missing
ATS2e	numeric	619 unique values 0 missing
CATS2D_09_DD	numeric	21 unique values 0 missing
GATS5m	numeric	706 unique values 0 missing
nF	numeric	10 unique values 0 missing
SM06_AEA.ed.	numeric	694 unique values 0 missing
SssssC	numeric	240 unique values 0 missing
ATS2i	numeric	639 unique values 0 missing
CATS2D_09_DL	numeric	33 unique values 0 missing
GATS5p	numeric	550 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	877 unique values 0 missing
StCH	numeric	5 unique values 0 missing
ATS2m	numeric	657 unique values 0 missing
CATS2D_09_DN	numeric	5 unique values 0 missing
GATS5s	numeric	838 unique values 0 missing
nH	numeric	76 unique values 0 missing
SM06_EA	numeric	680 unique values 0 missing
StN	numeric	52 unique values 0 missing
ATS2p	numeric	564 unique values 0 missing
CATS2D_09_DP	numeric	11 unique values 0 missing
GATS5v	numeric	503 unique values 0 missing
nHAcc	numeric	39 unique values 0 missing
SM06_EA.bo.	numeric	722 unique values 0 missing
StsC	numeric	55 unique values 0 missing
ATS2s	numeric	723 unique values 0 missing
CATS2D_09_LL	numeric	48 unique values 0 missing
GATS6e	numeric	853 unique values 0 missing
nHDon	numeric	30 unique values 0 missing
SM06_EA.dm.	numeric	267 unique values 0 missing
Sv	numeric	1147 unique values 0 missing
ATS2v	numeric	577 unique values 0 missing
CATS2D_09_NL	numeric	11 unique values 0 missing
GATS6i	numeric	541 unique values 0 missing
nHet	numeric	41 unique values 0 missing
SM06_EA.ed.	numeric	805 unique values 0 missing
TIC0	numeric	1051 unique values 0 missing
ATS3e	numeric	643 unique values 0 missing
CATS2D_09_NN	numeric	3 unique values 0 missing
GATS6m	numeric	808 unique values 0 missing
nHM	numeric	7 unique values 0 missing
SM06_EA.ri.	numeric	831 unique values 0 missing
TIC1	numeric	1405 unique values 0 missing
ATS3i	numeric	649 unique values 0 missing
CATS2D_09_PL	numeric	16 unique values 0 missing
GATS6p	numeric	626 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	680 unique values 0 missing
TIC2	numeric	1376 unique values 0 missing
ATS3m	numeric	665 unique values 0 missing
CATS2D_09_PN	numeric	3 unique values 0 missing
GATS6s	numeric	900 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM07_AEA.dm.	numeric	703 unique values 0 missing
TIC3	numeric	1105 unique values 0 missing
ATS3p	numeric	637 unique values 0 missing
CATS2D_09_PP	numeric	3 unique values 0 missing
GATS6v	numeric	509 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	726 unique values 0 missing
TIC4	numeric	1000 unique values 0 missing
ATS3s	numeric	628 unique values 0 missing
CENT	numeric	805 unique values 0 missing
GATS7e	numeric	914 unique values 0 missing
nN	numeric	31 unique values 0 missing
SM07_AEA.ri.	numeric	876 unique values 0 missing
TIC5	numeric	995 unique values 0 missing
ATS3v	numeric	628 unique values 0 missing
Chi0_AEA.bo.	numeric	740 unique values 0 missing
GATS7i	numeric	584 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM07_EA	numeric	584 unique values 0 missing
TIE	numeric	1678 unique values 0 missing
ATS4e	numeric	719 unique values 0 missing
Chi0_AEA.dm.	numeric	740 unique values 0 missing
GATS7m	numeric	691 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	729 unique values 0 missing
TPC	numeric	772 unique values 0 missing
ATS4i	numeric	739 unique values 0 missing
Chi0_AEA.ed.	numeric	740 unique values 0 missing
GATS7p	numeric	491 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	112 unique values 0 missing
TPSA.NO.	numeric	379 unique values 0 missing
ATS4m	numeric	791 unique values 0 missing
Chi0_AEA.ri.	numeric	740 unique values 0 missing
GATS7s	numeric	947 unique values 0 missing
NNRS	numeric	10 unique values 0 missing
SM07_EA.ed.	numeric	820 unique values 0 missing
TPSA.Tot.	numeric	428 unique values 0 missing
ATS4p	numeric	695 unique values 0 missing
Chi0_EA	numeric	740 unique values 0 missing
GATS7v	numeric	427 unique values 0 missing
nO	numeric	29 unique values 0 missing
SM07_EA.ri.	numeric	878 unique values 0 missing
TRS	numeric	23 unique values 0 missing
ATS4s	numeric	698 unique values 0 missing
Chi0_EA.bo.	numeric	1028 unique values 0 missing
GATS8e	numeric	887 unique values 0 missing
nOHp	numeric	5 unique values 0 missing
SM08_AEA.bo.	numeric	702 unique values 0 missing
TWC	numeric	747 unique values 0 missing
ATS4v	numeric	690 unique values 0 missing
Chi0_EA.dm.	numeric	1141 unique values 0 missing
GATS8i	numeric	641 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM08_AEA.dm.	numeric	691 unique values 0 missing
Uc	numeric	36 unique values 0 missing
ATS5e	numeric	742 unique values 0 missing
Chi0_EA.ed.	numeric	1074 unique values 0 missing
GATS8m	numeric	648 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	750 unique values 0 missing
Ui	numeric	47 unique values 0 missing
ATS5i	numeric	752 unique values 0 missing
Chi0_EA.ri.	numeric	1499 unique values 0 missing
GATS8p	numeric	541 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	801 unique values 0 missing
Uindex	numeric	1153 unique values 0 missing
ATS5m	numeric	831 unique values 0 missing
Chi1_AEA.bo.	numeric	995 unique values 0 missing
GATS8s	numeric	933 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM08_EA	numeric	765 unique values 0 missing
UNIP	numeric	165 unique values 0 missing
ATS5p	numeric	766 unique values 0 missing
Chi1_AEA.dm.	numeric	995 unique values 0 missing
GATS8v	numeric	464 unique values 0 missing
nPyrazines	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	767 unique values 0 missing
VAR	numeric	179 unique values 0 missing
ATS5s	numeric	792 unique values 0 missing
Chi1_AEA.ed.	numeric	995 unique values 0 missing
GGI1	numeric	48 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	241 unique values 0 missing
Vindex	numeric	197 unique values 0 missing
ATS5v	numeric	755 unique values 0 missing
Chi1_AEA.ri.	numeric	995 unique values 0 missing
GGI10	numeric	267 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM08_EA.ed.	numeric	840 unique values 0 missing
VvdwMG	numeric	1040 unique values 0 missing
ATS6e	numeric	854 unique values 0 missing
Chi1_EA	numeric	995 unique values 0 missing
GGI2	numeric	69 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	901 unique values 0 missing
VvdwZAZ	numeric	1208 unique values 0 missing
ATS6i	numeric	873 unique values 0 missing
Chi1_EA.bo.	numeric	1166 unique values 0 missing
GGI3	numeric	284 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	382 unique values 0 missing
Vx	numeric	1040 unique values 0 missing
ATS6m	numeric	822 unique values 0 missing
Chi1_EA.dm.	numeric	1153 unique values 0 missing
GGI4	numeric	575 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	659 unique values 0 missing
Wap	numeric	1111 unique values 0 missing
ATS6p	numeric	808 unique values 0 missing
Chi1_EA.ed.	numeric	986 unique values 0 missing
GGI5	numeric	568 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	765 unique values 0 missing
X.	numeric	121 unique values 0 missing
ATS6s	numeric	880 unique values 0 missing
Chi1_EA.ri.	numeric	1509 unique values 0 missing
GGI6	numeric	625 unique values 0 missing
nR03	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	819 unique values 0 missing
X0	numeric	364 unique values 0 missing
ATS6v	numeric	811 unique values 0 missing
CIC0	numeric	734 unique values 0 missing
GGI7	numeric	576 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM09_EA	numeric	793 unique values 0 missing
X0A	numeric	83 unique values 0 missing
ATS7e	numeric	901 unique values 0 missing
CIC1	numeric	916 unique values 0 missing
GGI8	numeric	473 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM09_EA.bo.	numeric	776 unique values 0 missing
X0Av	numeric	194 unique values 0 missing
ATS7i	numeric	934 unique values 0 missing
CIC2	numeric	805 unique values 0 missing
GGI9	numeric	351 unique values 0 missing
nR06	numeric	6 unique values 0 missing
SM09_EA.dm.	numeric	106 unique values 0 missing
X0sol	numeric	518 unique values 0 missing
ATS7m	numeric	903 unique values 0 missing
CIC3	numeric	719 unique values 0 missing
GMTI	numeric	1135 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	846 unique values 0 missing
X0v	numeric	1261 unique values 0 missing
ATS7p	numeric	867 unique values 0 missing
CIC4	numeric	655 unique values 0 missing
GMTIV	numeric	1595 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM09_EA.ri.	numeric	965 unique values 0 missing
X1	numeric	755 unique values 0 missing
ATS7s	numeric	918 unique values 0 missing
CIC5	numeric	667 unique values 0 missing
GNar	numeric	237 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM10_AEA.bo.	numeric	407 unique values 0 missing
X1A	numeric	56 unique values 0 missing
ATS7v	numeric	842 unique values 0 missing
CID	numeric	428 unique values 0 missing
H.	numeric	206 unique values 0 missing
nR10	numeric	3 unique values 0 missing
SM10_AEA.dm.	numeric	653 unique values 0 missing
X1Av	numeric	129 unique values 0 missing
ATS8e	numeric	915 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.046	numeric	42 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	780 unique values 0 missing
X1Kup	numeric	1343 unique values 0 missing
ATS8i	numeric	932 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	44 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM10_AEA.ri.	numeric	792 unique values 0 missing
X1Mad	numeric	1440 unique values 0 missing
ATS8m	numeric	995 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR.C.	numeric	2 unique values 0 missing
SM10_EA	numeric	831 unique values 0 missing
X1MulPer	numeric	1338 unique values 0 missing
ATS8p	numeric	877 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM10_EA.bo.	numeric	777 unique values 0 missing
X1Per	numeric	1316 unique values 0 missing
ATS8s	numeric	983 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	30 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	204 unique values 0 missing
X1sol	numeric	868 unique values 0 missing
ATS8v	numeric	875 unique values 0 missing
CSI	numeric	542 unique values 0 missing
H.051	numeric	24 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	859 unique values 0 missing
X1v	numeric	1309 unique values 0 missing
ATSC1e	numeric	294 unique values 0 missing
DBI	numeric	88 unique values 0 missing
H.052	numeric	34 unique values 0 missing
nRCONH2	numeric	8 unique values 0 missing
SM10_EA.ri.	numeric	969 unique values 0 missing
X2	numeric	1037 unique values 0 missing
ATSC1i	numeric	582 unique values 0 missing
D.Dtr03	numeric	245 unique values 0 missing
H.053	numeric	4 unique values 0 missing
nRCONHR	numeric	13 unique values 0 missing
SM11_AEA.bo.	numeric	503 unique values 0 missing
X2A	numeric	61 unique values 0 missing
ATSC1m	numeric	1289 unique values 0 missing
D.Dtr04	numeric	17 unique values 0 missing
H.055	numeric	2 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	790 unique values 0 missing
X2Av	numeric	93 unique values 0 missing
ATSC1p	numeric	1137 unique values 0 missing
D.Dtr05	numeric	831 unique values 0 missing
HDcpx	numeric	197 unique values 0 missing
nRCOOH	numeric	10 unique values 0 missing
SM11_AEA.ed.	numeric	791 unique values 0 missing
X2sol	numeric	1078 unique values 0 missing
ATSC1s	numeric	1477 unique values 0 missing
D.Dtr06	numeric	1181 unique values 0 missing
HNar	numeric	209 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	408 unique values 0 missing
X2v	numeric	1397 unique values 0 missing
ATSC1v	numeric	1201 unique values 0 missing
D.Dtr07	numeric	2 unique values 0 missing
HVcpx	numeric	510 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM11_EA	numeric	823 unique values 0 missing
X3	numeric	1099 unique values 0 missing
ATSC2e	numeric	683 unique values 0 missing
D.Dtr08	numeric	164 unique values 0 missing
Hy	numeric	308 unique values 0 missing
nR.Cs	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	781 unique values 0 missing
X3A	numeric	53 unique values 0 missing
ATSC2i	numeric	858 unique values 0 missing
D.Dtr09	numeric	596 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
SM11_EA.dm.	numeric	99 unique values 0 missing
X3Av	numeric	57 unique values 0 missing
ATSC2m	numeric	1458 unique values 0 missing
D.Dtr10	numeric	148 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRNH2	numeric	11 unique values 0 missing
SM11_EA.ed.	numeric	832 unique values 0 missing
X3sol	numeric	1087 unique values 0 missing
ATSC2p	numeric	1327 unique values 0 missing
D.Dtr11	numeric	64 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM11_EA.ri.	numeric	997 unique values 0 missing
X3v	numeric	1338 unique values 0 missing
ATSC2s	numeric	1624 unique values 0 missing
D.Dtr12	numeric	89 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM12_AEA.bo.	numeric	567 unique values 0 missing
X4	numeric	1096 unique values 0 missing
ATSC2v	numeric	1406 unique values 0 missing
DECC	numeric	577 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nROH	numeric	14 unique values 0 missing
SM12_AEA.dm.	numeric	889 unique values 0 missing
X4A	numeric	44 unique values 0 missing
ATSC3e	numeric	594 unique values 0 missing
DELS	numeric	1660 unique values 0 missing
IAC	numeric	1051 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SM12_AEA.ed.	numeric	803 unique values 0 missing
X4Av	numeric	43 unique values 0 missing
ATSC3i	numeric	873 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	508 unique values 0 missing
NRS	numeric	5 unique values 0 missing
SM12_AEA.ri.	numeric	417 unique values 0 missing
X4sol	numeric	1110 unique values 0 missing
ATSC3m	numeric	1598 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	746 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM12_EA	numeric	856 unique values 0 missing
X4v	numeric	1315 unique values 0 missing
ATSC3p	numeric	1486 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	746 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM12_EA.bo.	numeric	763 unique values 0 missing
X5	numeric	1099 unique values 0 missing
ATSC3s	numeric	1646 unique values 0 missing
DLS_02	numeric	6 unique values 0 missing
IC3	numeric	718 unique values 0 missing
NsBr	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	195 unique values 0 missing
X5A	numeric	35 unique values 0 missing
ATSC3v	numeric	1561 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
IC4	numeric	667 unique values 0 missing
NsCH3	numeric	25 unique values 0 missing
SM12_EA.ed.	numeric	850 unique values 0 missing
X5Av	numeric	27 unique values 0 missing
ATSC4e	numeric	686 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	668 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM12_EA.ri.	numeric	1025 unique values 0 missing
X5sol	numeric	1101 unique values 0 missing
ATSC4i	numeric	1001 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	423 unique values 0 missing
NsF	numeric	10 unique values 0 missing
SM13_AEA.bo.	numeric	571 unique values 0 missing
X5v	numeric	1216 unique values 0 missing
ATSC4m	numeric	1652 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
IDDE	numeric	392 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	910 unique values 0 missing
Xindex	numeric	258 unique values 0 missing
ATSC4p	numeric	1563 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	262 unique values 0 missing
nSK	numeric	61 unique values 0 missing
SM13_AEA.ed.	numeric	810 unique values 0 missing
XMOD	numeric	1503 unique values 0 missing
ATSC4s	numeric	1688 unique values 0 missing
DLS_cons	numeric	36 unique values 0 missing
IDE	numeric	536 unique values 0 missing
NsNH2	numeric	13 unique values 0 missing
SM13_AEA.ri.	numeric	550 unique values 0 missing
Xt	numeric	102 unique values 0 missing
ATSC4v	numeric	1582 unique values 0 missing
Dz	numeric	333 unique values 0 missing
IDET	numeric	1210 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM13_EA	numeric	862 unique values 0 missing
Xu	numeric	1141 unique values 0 missing
ATSC5e	numeric	809 unique values 0 missing
ECC	numeric	334 unique values 0 missing
IDM	numeric	641 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	781 unique values 0 missing
Yindex	numeric	458 unique values 0 missing
ATSC5i	numeric	1084 unique values 0 missing
Eig01_AEA.bo.	numeric	395 unique values 0 missing
IDMT	numeric	1211 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	99 unique values 0 missing
ZM1	numeric	107 unique values 0 missing
ATSC5m	numeric	1668 unique values 0 missing
Eig01_AEA.dm.	numeric	466 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsOH	numeric	14 unique values 0 missing
SM13_EA.ed.	numeric	829 unique values 0 missing
ZM1Kup	numeric	1286 unique values 0 missing
ATSC5p	numeric	1579 unique values 0 missing
Eig01_AEA.ed.	numeric	425 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NssCH2	numeric	31 unique values 0 missing
SM13_EA.ri.	numeric	1055 unique values 0 missing
ZM1Mad	numeric	1457 unique values 0 missing
ATSC5s	numeric	1676 unique values 0 missing
Eig01_AEA.ri.	numeric	443 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NssNH	numeric	15 unique values 0 missing
SM14_AEA.bo.	numeric	584 unique values 0 missing
ZM1MulPer	numeric	1612 unique values 0 missing
ATSC5v	numeric	1627 unique values 0 missing
Eig01_EA	numeric	382 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM14_AEA.dm.	numeric	855 unique values 0 missing
ZM1Per	numeric	1582 unique values 0 missing
ATSC6e	numeric	792 unique values 0 missing
Eig01_EA.bo.	numeric	408 unique values 0 missing
ISIZ	numeric	94 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	797 unique values 0 missing
ZM1V	numeric	283 unique values 0 missing
ATSC6i	numeric	1143 unique values 0 missing
Eig01_EA.dm.	numeric	62 unique values 0 missing
IVDE	numeric	242 unique values 0 missing
NsssCH	numeric	18 unique values 0 missing
SM14_AEA.ri.	numeric	547 unique values 0 missing
ZM2	numeric	196 unique values 0 missing
ATSC6m	numeric	1673 unique values 0 missing
Eig01_EA.ed.	numeric	653 unique values 0 missing
IVDM	numeric	286 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM14_EA	numeric	875 unique values 0 missing
ZM2Kup	numeric	1539 unique values 0 missing
ATSC6p	numeric	1602 unique values 0 missing
Eig01_EA.ri.	numeric	444 unique values 0 missing
JGI1	numeric	143 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	777 unique values 0 missing
ZM2Mad	numeric	1621 unique values 0 missing
ATSC6s	numeric	1695 unique values 0 missing
Eig02_AEA.bo.	numeric	405 unique values 0 missing
JGI10	numeric	15 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	182 unique values 0 missing
ZM2MulPer	numeric	1626 unique values 0 missing
ATSC6v	numeric	1627 unique values 0 missing
Eig02_AEA.dm.	numeric	536 unique values 0 missing
JGI2	numeric	51 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	843 unique values 0 missing
ZM2Per	numeric	1601 unique values 0 missing
ATSC7e	numeric	822 unique values 0 missing
Eig02_AEA.ed.	numeric	529 unique values 0 missing
JGI3	numeric	48 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	1074 unique values 0 missing
ZM2V	numeric	362 unique values 0 missing
ATSC7i	numeric	1175 unique values 0 missing
Eig02_AEA.ri.	numeric	460 unique values 0 missing
JGI4	numeric	35 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	612 unique values 0 missing
ATSC7m	numeric	1662 unique values 0 missing
Eig02_EA	numeric	407 unique values 0 missing
JGI5	numeric	30 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	876 unique values 0 missing
ATSC7p	numeric	1598 unique values 0 missing
Eig02_EA.bo.	numeric	417 unique values 0 missing
JGI6	numeric	23 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	829 unique values 0 missing
ATSC7s	numeric	1684 unique values 0 missing
Eig02_EA.dm.	numeric	60 unique values 0 missing
JGI7	numeric	17 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM15_AEA.ri.	numeric	548 unique values 0 missing
ATSC7v	numeric	1648 unique values 0 missing
Eig02_EA.ed.	numeric	790 unique values 0 missing
JGI8	numeric	18 unique values 0 missing
nX	numeric	11 unique values 0 missing
SM15_EA	numeric	875 unique values 0 missing
ATSC8e	numeric	810 unique values 0 missing
Eig02_EA.ri.	numeric	483 unique values 0 missing
JGI9	numeric	17 unique values 0 missing
O.	numeric	87 unique values 0 missing
SM15_EA.bo.	numeric	776 unique values 0 missing
ATSC8i	numeric	1144 unique values 0 missing
Eig03_AEA.bo.	numeric	477 unique values 0 missing
JGT	numeric	249 unique values 0 missing
O.056	numeric	7 unique values 0 missing
SM15_EA.dm.	numeric	96 unique values 0 missing
ATSC8m	numeric	1654 unique values 0 missing
Eig03_AEA.dm.	numeric	597 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
O.057	numeric	11 unique values 0 missing
SM15_EA.ed.	numeric	860 unique values 0 missing
ATSC8p	numeric	1606 unique values 0 missing
Eig03_AEA.ed.	numeric	602 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
O.058	numeric	22 unique values 0 missing
SM15_EA.ri.	numeric	1081 unique values 0 missing
ATSC8s	numeric	1679 unique values 0 missing
Eig03_AEA.ri.	numeric	551 unique values 0 missing
LOC	numeric	573 unique values 0 missing
O.059	numeric	4 unique values 0 missing
SMTI	numeric	1149 unique values 0 missing
ATSC8v	numeric	1628 unique values 0 missing
Eig03_EA	numeric	503 unique values 0 missing
LPRS	numeric	1197 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SMTIV	numeric	1579 unique values 0 missing
BAC	numeric	159 unique values 0 missing
Eig03_EA.bo.	numeric	550 unique values 0 missing
MATS1e	numeric	308 unique values 0 missing
O.061	numeric	2 unique values 0 missing
SNar	numeric	167 unique values 0 missing
BBI	numeric	85 unique values 0 missing
Eig03_EA.dm.	numeric	59 unique values 0 missing
MATS1i	numeric	421 unique values 0 missing
ON0	numeric	156 unique values 0 missing
Sp	numeric	1027 unique values 0 missing
BIC0	numeric	178 unique values 0 missing
Eig03_EA.ed.	numeric	889 unique values 0 missing
MATS1m	numeric	142 unique values 0 missing
ON0V	numeric	848 unique values 0 missing
SpAD_AEA.bo.	numeric	1267 unique values 0 missing
BIC1	numeric	263 unique values 0 missing
Eig03_EA.ri.	numeric	569 unique values 0 missing
MATS1p	numeric	283 unique values 0 missing
ON1	numeric	230 unique values 0 missing
SpAD_AEA.dm.	numeric	1537 unique values 0 missing
BIC2	numeric	232 unique values 0 missing
Eig04_AEA.bo.	numeric	541 unique values 0 missing
MATS1s	numeric	261 unique values 0 missing
ON1V	numeric	1069 unique values 0 missing
SpAD_AEA.ed.	numeric	1193 unique values 0 missing
BIC3	numeric	215 unique values 0 missing
Eig04_AEA.dm.	numeric	631 unique values 0 missing
MATS1v	numeric	153 unique values 0 missing
PCD	numeric	815 unique values 0 missing
SpAD_AEA.ri.	numeric	1621 unique values 0 missing
BIC4	numeric	180 unique values 0 missing
Eig04_AEA.ed.	numeric	698 unique values 0 missing
MATS2e	numeric	631 unique values 0 missing
PCR	numeric	307 unique values 0 missing
SpAD_EA	numeric	1177 unique values 0 missing
BIC5	numeric	170 unique values 0 missing
Eig04_AEA.ri.	numeric	649 unique values 0 missing
MATS2i	numeric	523 unique values 0 missing
PDI	numeric	172 unique values 0 missing
SpAD_EA.bo.	numeric	1265 unique values 0 missing
BID	numeric	106 unique values 0 missing
Eig04_EA	numeric	567 unique values 0 missing
MATS2m	numeric	316 unique values 0 missing
PHI	numeric	1115 unique values 0 missing
SpAD_EA.dm.	numeric	332 unique values 0 missing
BLI	numeric	315 unique values 0 missing
Eig04_EA.bo.	numeric	547 unique values 0 missing
MATS2p	numeric	423 unique values 0 missing
piID	numeric	960 unique values 0 missing
SpAD_EA.ed.	numeric	1204 unique values 0 missing
BLTA96	numeric	413 unique values 0 missing
Eig04_EA.dm.	numeric	52 unique values 0 missing
MATS2s	numeric	575 unique values 0 missing
piPC01	numeric	101 unique values 0 missing
SpAD_EA.ri.	numeric	1622 unique values 0 missing
BLTD48	numeric	407 unique values 0 missing
Eig04_EA.ed.	numeric	910 unique values 0 missing
MATS2v	numeric	394 unique values 0 missing
piPC02	numeric	241 unique values 0 missing
SpDiam_AEA.bo.	numeric	588 unique values 0 missing
BLTF96	numeric	374 unique values 0 missing
Eig04_EA.ri.	numeric	629 unique values 0 missing
MATS3e	numeric	363 unique values 0 missing
piPC03	numeric	471 unique values 0 missing
SpDiam_AEA.dm.	numeric	472 unique values 0 missing
Br.094	numeric	4 unique values 0 missing
Eig05_AEA.bo.	numeric	505 unique values 0 missing
MATS3i	numeric	426 unique values 0 missing
piPC04	numeric	673 unique values 0 missing
SpDiam_AEA.ed.	numeric	609 unique values 0 missing
C.	numeric	134 unique values 0 missing
Eig05_AEA.dm.	numeric	602 unique values 0 missing
MATS3m	numeric	348 unique values 0 missing
piPC05	numeric	726 unique values 0 missing
SpDiam_AEA.ri.	numeric	476 unique values 0 missing
C.001	numeric	23 unique values 0 missing
Eig05_AEA.ed.	numeric	616 unique values 0 missing
MATS3p	numeric	393 unique values 0 missing
piPC06	numeric	806 unique values 0 missing
SpDiam_EA	numeric	382 unique values 0 missing
C.002	numeric	29 unique values 0 missing
Eig05_AEA.ri.	numeric	641 unique values 0 missing
MATS3s	numeric	381 unique values 0 missing
piPC07	numeric	869 unique values 0 missing
SpDiam_EA.bo.	numeric	409 unique values 0 missing
C.003	numeric	13 unique values 0 missing
Eig05_EA	numeric	571 unique values 0 missing
MATS3v	numeric	390 unique values 0 missing
piPC08	numeric	891 unique values 0 missing
SpDiam_EA.dm.	numeric	78 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	548 unique values 0 missing
MATS4e	numeric	449 unique values 0 missing
piPC09	numeric	932 unique values 0 missing
SpDiam_EA.ed.	numeric	749 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig05_EA.dm.	numeric	36 unique values 0 missing
MATS4i	numeric	450 unique values 0 missing
piPC10	numeric	927 unique values 0 missing
SpDiam_EA.ri.	numeric	457 unique values 0 missing
C.006	numeric	12 unique values 0 missing
Eig05_EA.ed.	numeric	855 unique values 0 missing
MATS4m	numeric	453 unique values 0 missing
PJI2	numeric	11 unique values 0 missing
SPI	numeric	1143 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	674 unique values 0 missing
MATS4p	numeric	367 unique values 0 missing
Pol	numeric	87 unique values 0 missing
SpMAD_AEA.bo.	numeric	186 unique values 0 missing
C.008	numeric	18 unique values 0 missing
Eig06_AEA.bo.	numeric	582 unique values 0 missing
MATS4s	numeric	450 unique values 0 missing
Psi_e_0	numeric	1237 unique values 0 missing
SpMAD_AEA.dm.	numeric	207 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_AEA.dm.	numeric	707 unique values 0 missing
MATS4v	numeric	388 unique values 0 missing
Psi_e_1	numeric	1223 unique values 0 missing
SpMAD_AEA.ed.	numeric	180 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_AEA.ed.	numeric	641 unique values 0 missing
MATS5e	numeric	465 unique values 0 missing
Psi_e_A	numeric	662 unique values 0 missing
SpMAD_AEA.ri.	numeric	167 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_AEA.ri.	numeric	710 unique values 0 missing
MATS5i	numeric	504 unique values 0 missing
Psi_i_0	numeric	1324 unique values 0 missing
SpMAD_EA	numeric	155 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA	numeric	584 unique values 0 missing
MATS5m	numeric	432 unique values 0 missing
Psi_i_1	numeric	1438 unique values 0 missing
SpMAD_EA.bo.	numeric	351 unique values 0 missing
C.013	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	607 unique values 0 missing
MATS5p	numeric	498 unique values 0 missing
Psi_i_A	numeric	662 unique values 0 missing
SpMAD_EA.dm.	numeric	445 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	26 unique values 0 missing
MATS5s	numeric	427 unique values 0 missing
Psi_i_s	numeric	752 unique values 0 missing
SpMAD_EA.ed.	numeric	690 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig06_EA.ed.	numeric	876 unique values 0 missing
MATS5v	numeric	486 unique values 0 missing
Psi_i_t	numeric	3 unique values 0 missing
SpMAD_EA.ri.	numeric	203 unique values 0 missing
C.016	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	695 unique values 0 missing
MATS6e	numeric	446 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	307 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	610 unique values 0 missing
MATS6i	numeric	450 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	306 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	775 unique values 0 missing
MATS6m	numeric	452 unique values 0 missing
P_VSA_e_1	numeric	76 unique values 0 missing
SpMax1_Bh.m.	numeric	345 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	704 unique values 0 missing
MATS6p	numeric	480 unique values 0 missing
P_VSA_e_2	numeric	1403 unique values 0 missing
SpMax1_Bh.p.	numeric	292 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	726 unique values 0 missing
MATS6s	numeric	452 unique values 0 missing
P_VSA_e_3	numeric	212 unique values 0 missing
SpMax1_Bh.s.	numeric	307 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA	numeric	612 unique values 0 missing
MATS6v	numeric	483 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.v.	numeric	287 unique values 0 missing
C.022	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	661 unique values 0 missing
MATS7e	numeric	530 unique values 0 missing
P_VSA_e_5	numeric	72 unique values 0 missing
SpMax2_Bh.e.	numeric	194 unique values 0 missing
C.024	numeric	15 unique values 0 missing
Eig07_EA.dm.	numeric	22 unique values 0 missing
MATS7i	numeric	417 unique values 0 missing
P_VSA_e_6	numeric	10 unique values 0 missing
SpMax2_Bh.i.	numeric	192 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig07_EA.ed.	numeric	905 unique values 0 missing
MATS7m	numeric	463 unique values 0 missing
P_VSA_i_1	numeric	16 unique values 0 missing
SpMax2_Bh.m.	numeric	331 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig07_EA.ri.	numeric	718 unique values 0 missing
MATS7p	numeric	415 unique values 0 missing
P_VSA_i_2	numeric	1392 unique values 0 missing
SpMax2_Bh.p.	numeric	263 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_AEA.bo.	numeric	625 unique values 0 missing
MATS7s	numeric	515 unique values 0 missing
P_VSA_i_3	numeric	477 unique values 0 missing
SpMax2_Bh.s.	numeric	374 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_AEA.dm.	numeric	806 unique values 0 missing
MATS7v	numeric	401 unique values 0 missing
P_VSA_i_4	numeric	273 unique values 0 missing
SpMax2_Bh.v.	numeric	236 unique values 0 missing
C.029	numeric	5 unique values 0 missing
Eig08_AEA.ed.	numeric	749 unique values 0 missing
MATS8e	numeric	536 unique values 0 missing
P_VSA_LogP_1	numeric	113 unique values 0 missing
SpMax3_Bh.e.	numeric	345 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	702 unique values 0 missing
MATS8i	numeric	488 unique values 0 missing
P_VSA_LogP_2	numeric	235 unique values 0 missing
SpMax3_Bh.i.	numeric	317 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig08_EA	numeric	574 unique values 0 missing
MATS8m	numeric	504 unique values 0 missing
P_VSA_LogP_3	numeric	83 unique values 0 missing
SpMax3_Bh.m.	numeric	402 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.bo.	numeric	690 unique values 0 missing
MATS8p	numeric	480 unique values 0 missing
P_VSA_LogP_4	numeric	277 unique values 0 missing
SpMax3_Bh.p.	numeric	408 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig08_EA.dm.	numeric	17 unique values 0 missing
MATS8s	numeric	559 unique values 0 missing
P_VSA_LogP_5	numeric	746 unique values 0 missing
SpMax3_Bh.s.	numeric	485 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	895 unique values 0 missing
MATS8v	numeric	469 unique values 0 missing
P_VSA_LogP_6	numeric	105 unique values 0 missing
SpMax3_Bh.v.	numeric	400 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	684 unique values 0 missing
MAXDN	numeric	1014 unique values 0 missing
P_VSA_LogP_7	numeric	131 unique values 0 missing
SpMax4_Bh.e.	numeric	425 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.bo.	numeric	718 unique values 0 missing
MAXDP	numeric	1297 unique values 0 missing
P_VSA_LogP_8	numeric	37 unique values 0 missing
SpMax4_Bh.i.	numeric	398 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_AEA.dm.	numeric	797 unique values 0 missing
MCD	numeric	186 unique values 0 missing
P_VSA_m_1	numeric	76 unique values 0 missing
SpMax4_Bh.m.	numeric	480 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	792 unique values 0 missing
MDDD	numeric	1132 unique values 0 missing
P_VSA_m_2	numeric	1397 unique values 0 missing
SpMax4_Bh.p.	numeric	457 unique values 0 missing
C.040	numeric	22 unique values 0 missing
Eig09_AEA.ri.	numeric	758 unique values 0 missing
Me	numeric	93 unique values 0 missing
P_VSA_m_3	numeric	109 unique values 0 missing
SpMax4_Bh.s.	numeric	569 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig09_EA	numeric	630 unique values 0 missing
Mi	numeric	76 unique values 0 missing
P_VSA_m_4	numeric	30 unique values 0 missing
SpMax4_Bh.v.	numeric	473 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	774 unique values 0 missing
MLOGP	numeric	913 unique values 0 missing
P_VSA_m_5	numeric	6 unique values 0 missing
SpMax5_Bh.e.	numeric	433 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	18 unique values 0 missing
MLOGP2	numeric	1047 unique values 0 missing
P_VSA_MR_1	numeric	112 unique values 0 missing
SpMax5_Bh.i.	numeric	419 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	853 unique values 0 missing
Mp	numeric	159 unique values 0 missing
P_VSA_MR_2	numeric	218 unique values 0 missing
SpMax5_Bh.m.	numeric	491 unique values 0 missing
CATS2D_00_DD	numeric	13 unique values 0 missing
Eig09_EA.ri.	numeric	746 unique values 0 missing
MPC01	numeric	59 unique values 0 missing
P_VSA_MR_3	numeric	17 unique values 0 missing
SpMax5_Bh.p.	numeric	480 unique values 0 missing
CATS2D_00_DP	numeric	13 unique values 0 missing
Eig10_AEA.bo.	numeric	705 unique values 0 missing
MPC02	numeric	85 unique values 0 missing
P_VSA_MR_4	numeric	6 unique values 0 missing
SpMax5_Bh.s.	numeric	608 unique values 0 missing
CATS2D_00_PP	numeric	13 unique values 0 missing
Eig10_AEA.dm.	numeric	828 unique values 0 missing
MPC03	numeric	99 unique values 0 missing
P_VSA_MR_5	numeric	1082 unique values 0 missing
SpMax5_Bh.v.	numeric	489 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	719 unique values 0 missing
MPC04	numeric	130 unique values 0 missing
P_VSA_MR_6	numeric	873 unique values 0 missing
SpMax6_Bh.e.	numeric	436 unique values 0 missing
CATS2D_01_AN	numeric	10 unique values 0 missing
Eig10_AEA.ri.	numeric	812 unique values 0 missing
MPC05	numeric	173 unique values 0 missing
P_VSA_MR_7	numeric	116 unique values 0 missing
SpMax6_Bh.i.	numeric	411 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA	numeric	654 unique values 0 missing
MPC06	numeric	215 unique values 0 missing
P_VSA_MR_8	numeric	22 unique values 0 missing
SpMax6_Bh.m.	numeric	480 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.bo.	numeric	737 unique values 0 missing
MPC07	numeric	270 unique values 0 missing
P_VSA_p_1	numeric	158 unique values 0 missing
SpMax6_Bh.p.	numeric	455 unique values 0 missing
CATS2D_01_DN	numeric	10 unique values 0 missing
Eig10_EA.dm.	numeric	22 unique values 0 missing
MPC08	numeric	315 unique values 0 missing
P_VSA_p_2	numeric	403 unique values 0 missing
SpMax6_Bh.s.	numeric	578 unique values 0 missing
CATS2D_01_LL	numeric	42 unique values 0 missing
Eig10_EA.ed.	numeric	816 unique values 0 missing
MPC09	numeric	346 unique values 0 missing
P_VSA_p_3	numeric	1406 unique values 0 missing
SpMax6_Bh.v.	numeric	455 unique values 0 missing
CATS2D_01_NL	numeric	10 unique values 0 missing
Eig10_EA.ri.	numeric	778 unique values 0 missing
MPC10	numeric	384 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax7_Bh.e.	numeric	452 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_AEA.bo.	numeric	750 unique values 0 missing
MSD	numeric	906 unique values 0 missing
P_VSA_s_1	numeric	5 unique values 0 missing
SpMax7_Bh.i.	numeric	423 unique values 0 missing
CATS2D_02_AL	numeric	22 unique values 0 missing
Eig11_AEA.dm.	numeric	792 unique values 0 missing
Mv	numeric	169 unique values 0 missing
P_VSA_s_2	numeric	146 unique values 0 missing
SpMax7_Bh.m.	numeric	464 unique values 0 missing
CATS2D_02_AP	numeric	14 unique values 0 missing
Eig11_AEA.ed.	numeric	711 unique values 0 missing
MW	numeric	1148 unique values 0 missing
P_VSA_s_3	numeric	1124 unique values 0 missing
SpMax7_Bh.p.	numeric	393 unique values 0 missing
CATS2D_02_DA	numeric	22 unique values 0 missing
Eig11_AEA.ri.	numeric	932 unique values 0 missing
MWC01	numeric	59 unique values 0 missing
P_VSA_s_4	numeric	782 unique values 0 missing
SpMax7_Bh.s.	numeric	555 unique values 0 missing
CATS2D_02_DD	numeric	6 unique values 0 missing
Eig11_EA	numeric	710 unique values 0 missing
MWC02	numeric	107 unique values 0 missing
P_VSA_s_5	numeric	43 unique values 0 missing
SpMax7_Bh.v.	numeric	412 unique values 0 missing
CATS2D_02_DL	numeric	25 unique values 0 missing
Eig11_EA.bo.	numeric	801 unique values 0 missing
MWC03	numeric	195 unique values 0 missing
P_VSA_s_6	numeric	425 unique values 0 missing
SpMax8_Bh.e.	numeric	493 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	21 unique values 0 missing
MWC04	numeric	382 unique values 0 missing
P_VSA_v_1	numeric	76 unique values 0 missing
SpMax8_Bh.i.	numeric	468 unique values 0 missing
CATS2D_02_DP	numeric	6 unique values 0 missing
Eig11_EA.ed.	numeric	877 unique values 0 missing
MWC05	numeric	614 unique values 0 missing
P_VSA_v_2	numeric	518 unique values 0 missing
SpMax8_Bh.m.	numeric	493 unique values 0 missing
CATS2D_02_LL	numeric	36 unique values 0 missing
Eig11_EA.ri.	numeric	872 unique values 0 missing
MWC06	numeric	662 unique values 0 missing
P_VSA_v_3	numeric	1406 unique values 0 missing
SpMax8_Bh.p.	numeric	469 unique values 0 missing
CATS2D_02_NL	numeric	8 unique values 0 missing
Eig12_AEA.bo.	numeric	782 unique values 0 missing
MWC07	numeric	696 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMax8_Bh.s.	numeric	579 unique values 0 missing
CATS2D_02_PL	numeric	12 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1745

Number of instances (rows) of the dataset.

NumberOfFeatures

1374

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

1373

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

41.77

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

6.24

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

3466389.21

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

1.59

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.4

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

0.22

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

69.78

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

1164.04

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.43

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.16

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

AutoCorrelation

0.05

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

10.74

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

Dimensionality

0.79

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

4.37

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.98

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

7497.81

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

2.61

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.89

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.47

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

MaxKurtosisOfNumericAtts

1745

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-5.7

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

513986.47

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

39.53

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

6.97

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-41.77

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