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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1855

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: CHEMBL1855 (TID: 118), and it has 1362 rows and 1360 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).

1362 features

pXC50 (target)	numeric	595 unique values 0 missing
molecule_id (row identifier)	nominal	1362 unique values 0 missing
CATS2D_08_LL	numeric	53 unique values 0 missing
GATS4s	numeric	599 unique values 0 missing
nHAcc	numeric	32 unique values 0 missing
SM06_AEA.dm.	numeric	440 unique values 0 missing
SsssCH	numeric	700 unique values 0 missing
AAC	numeric	428 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4v	numeric	315 unique values 0 missing
nHDon	numeric	22 unique values 0 missing
SM06_AEA.ed.	numeric	594 unique values 0 missing
SsssN	numeric	884 unique values 0 missing
AECC	numeric	768 unique values 0 missing
CATS2D_08_PL	numeric	6 unique values 0 missing
GATS5e	numeric	573 unique values 0 missing
nHet	numeric	33 unique values 0 missing
SM06_AEA.ri.	numeric	590 unique values 0 missing
SssssC	numeric	347 unique values 0 missing
ALOGP	numeric	1057 unique values 0 missing
CATS2D_09_AA	numeric	12 unique values 0 missing
GATS5i	numeric	417 unique values 0 missing
nHM	numeric	4 unique values 0 missing
SM06_EA	numeric	597 unique values 0 missing
StCH	numeric	5 unique values 0 missing
ALOGP2	numeric	1132 unique values 0 missing
CATS2D_09_AL	numeric	56 unique values 0 missing
GATS5m	numeric	407 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	607 unique values 0 missing
StN	numeric	37 unique values 0 missing
AMR	numeric	1143 unique values 0 missing
CATS2D_09_AN	numeric	3 unique values 0 missing
GATS5p	numeric	377 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	397 unique values 0 missing
StsC	numeric	69 unique values 0 missing
AMW	numeric	772 unique values 0 missing
CATS2D_09_AP	numeric	5 unique values 0 missing
GATS5s	numeric	627 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	592 unique values 0 missing
Sv	numeric	943 unique values 0 missing
ARR	numeric	223 unique values 0 missing
CATS2D_09_DA	numeric	19 unique values 0 missing
GATS5v	numeric	344 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	719 unique values 0 missing
TIC0	numeric	919 unique values 0 missing
ATS1e	numeric	583 unique values 0 missing
CATS2D_09_DD	numeric	14 unique values 0 missing
GATS6e	numeric	594 unique values 0 missing
nN	numeric	18 unique values 0 missing
SM07_AEA.bo.	numeric	570 unique values 0 missing
TIC1	numeric	1104 unique values 0 missing
ATS1i	numeric	586 unique values 0 missing
CATS2D_09_DL	numeric	29 unique values 0 missing
GATS6i	numeric	407 unique values 0 missing
nN.CO.2	numeric	4 unique values 0 missing
SM07_AEA.dm.	numeric	457 unique values 0 missing
TIC2	numeric	1171 unique values 0 missing
ATS1m	numeric	550 unique values 0 missing
CATS2D_09_DN	numeric	3 unique values 0 missing
GATS6m	numeric	470 unique values 0 missing
NNRS	numeric	18 unique values 0 missing
SM07_AEA.ed.	numeric	603 unique values 0 missing
TIC3	numeric	1064 unique values 0 missing
ATS1p	numeric	614 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6p	numeric	416 unique values 0 missing
nO	numeric	22 unique values 0 missing
SM07_AEA.ri.	numeric	632 unique values 0 missing
TIC4	numeric	960 unique values 0 missing
ATS1s	numeric	582 unique values 0 missing
CATS2D_09_LL	numeric	60 unique values 0 missing
GATS6s	numeric	632 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM07_EA	numeric	559 unique values 0 missing
TIC5	numeric	928 unique values 0 missing
ATS1v	numeric	596 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6v	numeric	348 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM07_EA.bo.	numeric	600 unique values 0 missing
TIE	numeric	1253 unique values 0 missing
ATS2e	numeric	607 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS7e	numeric	666 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	239 unique values 0 missing
TPC	numeric	625 unique values 0 missing
ATS2i	numeric	633 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS7i	numeric	375 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM07_EA.ed.	numeric	604 unique values 0 missing
TPSA.NO.	numeric	416 unique values 0 missing
ATS2m	numeric	583 unique values 0 missing
CENT	numeric	880 unique values 0 missing
GATS7m	numeric	401 unique values 0 missing
nOxetanes	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	711 unique values 0 missing
TPSA.Tot.	numeric	442 unique values 0 missing
ATS2p	numeric	647 unique values 0 missing
Chi0_AEA.bo.	numeric	760 unique values 0 missing
GATS7p	numeric	371 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM08_AEA.bo.	numeric	585 unique values 0 missing
TRS	numeric	40 unique values 0 missing
ATS2s	numeric	664 unique values 0 missing
Chi0_AEA.dm.	numeric	760 unique values 0 missing
GATS7s	numeric	710 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	481 unique values 0 missing
TWC	numeric	629 unique values 0 missing
ATS2v	numeric	629 unique values 0 missing
Chi0_AEA.ed.	numeric	760 unique values 0 missing
GATS7v	numeric	337 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	604 unique values 0 missing
Uc	numeric	48 unique values 0 missing
ATS3e	numeric	666 unique values 0 missing
Chi0_AEA.ri.	numeric	760 unique values 0 missing
GATS8e	numeric	626 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	611 unique values 0 missing
Ui	numeric	51 unique values 0 missing
ATS3i	numeric	691 unique values 0 missing
Chi0_EA	numeric	760 unique values 0 missing
GATS8i	numeric	388 unique values 0 missing
nPyridines	numeric	4 unique values 0 missing
SM08_EA	numeric	630 unique values 0 missing
Uindex	numeric	916 unique values 0 missing
ATS3m	numeric	613 unique values 0 missing
Chi0_EA.bo.	numeric	886 unique values 0 missing
GATS8m	numeric	421 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	606 unique values 0 missing
UNIP	numeric	330 unique values 0 missing
ATS3p	numeric	679 unique values 0 missing
Chi0_EA.dm.	numeric	900 unique values 0 missing
GATS8p	numeric	448 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM08_EA.dm.	numeric	334 unique values 0 missing
VAR	numeric	345 unique values 0 missing
ATS3s	numeric	636 unique values 0 missing
Chi0_EA.ed.	numeric	885 unique values 0 missing
GATS8s	numeric	629 unique values 0 missing
nPyrrolidines	numeric	4 unique values 0 missing
SM08_EA.ed.	numeric	600 unique values 0 missing
Vindex	numeric	158 unique values 0 missing
ATS3v	numeric	646 unique values 0 missing
Chi0_EA.ri.	numeric	1155 unique values 0 missing
GATS8v	numeric	353 unique values 0 missing
nR03	numeric	3 unique values 0 missing
SM08_EA.ri.	numeric	733 unique values 0 missing
VvdwMG	numeric	910 unique values 0 missing
ATS4e	numeric	706 unique values 0 missing
Chi1_AEA.bo.	numeric	847 unique values 0 missing
GGI1	numeric	47 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	193 unique values 0 missing
VvdwZAZ	numeric	945 unique values 0 missing
ATS4i	numeric	734 unique values 0 missing
Chi1_AEA.dm.	numeric	847 unique values 0 missing
GGI10	numeric	478 unique values 0 missing
nR05	numeric	7 unique values 0 missing
SM09_AEA.dm.	numeric	524 unique values 0 missing
Vx	numeric	910 unique values 0 missing
ATS4m	numeric	669 unique values 0 missing
Chi1_AEA.ed.	numeric	847 unique values 0 missing
GGI2	numeric	70 unique values 0 missing
nR06	numeric	10 unique values 0 missing
SM09_AEA.ed.	numeric	599 unique values 0 missing
Wap	numeric	859 unique values 0 missing
ATS4p	numeric	701 unique values 0 missing
Chi1_AEA.ri.	numeric	847 unique values 0 missing
GGI3	numeric	299 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	585 unique values 0 missing
X.	numeric	83 unique values 0 missing
ATS4s	numeric	702 unique values 0 missing
Chi1_EA	numeric	847 unique values 0 missing
GGI4	numeric	533 unique values 0 missing
nR08	numeric	4 unique values 0 missing
SM09_EA	numeric	590 unique values 0 missing
X0	numeric	495 unique values 0 missing
ATS4v	numeric	661 unique values 0 missing
Chi1_EA.bo.	numeric	944 unique values 0 missing
GGI5	numeric	470 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM09_EA.bo.	numeric	635 unique values 0 missing
X0A	numeric	65 unique values 0 missing
ATS5e	numeric	686 unique values 0 missing
Chi1_EA.dm.	numeric	944 unique values 0 missing
GGI6	numeric	581 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	220 unique values 0 missing
X0Av	numeric	138 unique values 0 missing
ATS5i	numeric	718 unique values 0 missing
Chi1_EA.ed.	numeric	868 unique values 0 missing
GGI7	numeric	602 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	629 unique values 0 missing
X0sol	numeric	561 unique values 0 missing
ATS5m	numeric	712 unique values 0 missing
Chi1_EA.ri.	numeric	1170 unique values 0 missing
GGI8	numeric	590 unique values 0 missing
nR.C.	numeric	4 unique values 0 missing
SM09_EA.ri.	numeric	719 unique values 0 missing
X0v	numeric	1046 unique values 0 missing
ATS5p	numeric	703 unique values 0 missing
CIC0	numeric	725 unique values 0 missing
GGI9	numeric	554 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	245 unique values 0 missing
X1	numeric	777 unique values 0 missing
ATS5s	numeric	731 unique values 0 missing
CIC1	numeric	810 unique values 0 missing
GMTI	numeric	929 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	234 unique values 0 missing
X1A	numeric	40 unique values 0 missing
ATS5v	numeric	691 unique values 0 missing
CIC2	numeric	752 unique values 0 missing
GMTIV	numeric	1207 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	616 unique values 0 missing
X1Av	numeric	96 unique values 0 missing
ATS6e	numeric	728 unique values 0 missing
CIC3	numeric	638 unique values 0 missing
GNar	numeric	210 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	587 unique values 0 missing
X1Kup	numeric	1116 unique values 0 missing
ATS6i	numeric	742 unique values 0 missing
CIC4	numeric	594 unique values 0 missing
H.	numeric	189 unique values 0 missing
nRCONH2	numeric	3 unique values 0 missing
SM10_EA	numeric	629 unique values 0 missing
X1Mad	numeric	1141 unique values 0 missing
ATS6m	numeric	735 unique values 0 missing
CIC5	numeric	559 unique values 0 missing
H.046	numeric	30 unique values 0 missing
nRCONHR	numeric	12 unique values 0 missing
SM10_EA.bo.	numeric	642 unique values 0 missing
X1MulPer	numeric	1110 unique values 0 missing
ATS6p	numeric	736 unique values 0 missing
CID	numeric	476 unique values 0 missing
H.047	numeric	57 unique values 0 missing
nRCONR2	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	302 unique values 0 missing
X1Per	numeric	1106 unique values 0 missing
ATS6s	numeric	740 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.048	numeric	6 unique values 0 missing
nRCOOH	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	627 unique values 0 missing
X1sol	numeric	809 unique values 0 missing
ATS6v	numeric	718 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.049	numeric	6 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	745 unique values 0 missing
X1v	numeric	1107 unique values 0 missing
ATS7e	numeric	780 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.050	numeric	22 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM11_AEA.bo.	numeric	323 unique values 0 missing
X2	numeric	869 unique values 0 missing
ATS7i	numeric	780 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.051	numeric	13 unique values 0 missing
nR.Cs	numeric	4 unique values 0 missing
SM11_AEA.dm.	numeric	318 unique values 0 missing
X2A	numeric	43 unique values 0 missing
ATS7m	numeric	759 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.052	numeric	36 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	619 unique values 0 missing
X2Av	numeric	83 unique values 0 missing
ATS7p	numeric	746 unique values 0 missing
CSI	numeric	703 unique values 0 missing
H.053	numeric	6 unique values 0 missing
nRNH2	numeric	5 unique values 0 missing
SM11_AEA.ri.	numeric	163 unique values 0 missing
X2sol	numeric	894 unique values 0 missing
ATS7s	numeric	801 unique values 0 missing
DBI	numeric	122 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nRNHO	numeric	4 unique values 0 missing
SM11_EA	numeric	623 unique values 0 missing
X2v	numeric	1173 unique values 0 missing
ATS7v	numeric	761 unique values 0 missing
D.Dtr03	numeric	28 unique values 0 missing
HDcpx	numeric	206 unique values 0 missing
nRNHR	numeric	4 unique values 0 missing
SM11_EA.bo.	numeric	637 unique values 0 missing
X3	numeric	880 unique values 0 missing
ATS8e	numeric	768 unique values 0 missing
D.Dtr04	numeric	10 unique values 0 missing
HNar	numeric	234 unique values 0 missing
nRNR2	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	202 unique values 0 missing
X3A	numeric	33 unique values 0 missing
ATS8i	numeric	795 unique values 0 missing
D.Dtr05	numeric	721 unique values 0 missing
HVcpx	numeric	582 unique values 0 missing
nROCON	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	589 unique values 0 missing
X3Av	numeric	54 unique values 0 missing
ATS8m	numeric	786 unique values 0 missing
D.Dtr06	numeric	944 unique values 0 missing
Hy	numeric	500 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_EA.ri.	numeric	746 unique values 0 missing
X3sol	numeric	886 unique values 0 missing
ATS8p	numeric	783 unique values 0 missing
D.Dtr07	numeric	6 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nROR	numeric	6 unique values 0 missing
SM12_AEA.bo.	numeric	375 unique values 0 missing
X3v	numeric	1149 unique values 0 missing
ATS8s	numeric	815 unique values 0 missing
D.Dtr08	numeric	29 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
NRS	numeric	10 unique values 0 missing
SM12_AEA.dm.	numeric	457 unique values 0 missing
X4	numeric	894 unique values 0 missing
ATS8v	numeric	774 unique values 0 missing
D.Dtr09	numeric	475 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	605 unique values 0 missing
X4A	numeric	27 unique values 0 missing
ATSC1e	numeric	374 unique values 0 missing
D.Dtr10	numeric	249 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	231 unique values 0 missing
X4Av	numeric	34 unique values 0 missing
ATSC1i	numeric	644 unique values 0 missing
D.Dtr11	numeric	2 unique values 0 missing
IAC	numeric	919 unique values 0 missing
NsBr	numeric	2 unique values 0 missing
SM12_EA	numeric	617 unique values 0 missing
X4sol	numeric	900 unique values 0 missing
ATSC1m	numeric	1009 unique values 0 missing
DECC	numeric	670 unique values 0 missing
IC0	numeric	428 unique values 0 missing
NsCH3	numeric	16 unique values 0 missing
SM12_EA.bo.	numeric	633 unique values 0 missing
X4v	numeric	1114 unique values 0 missing
ATSC1p	numeric	964 unique values 0 missing
DELS	numeric	1245 unique values 0 missing
IC1	numeric	628 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	264 unique values 0 missing
X5	numeric	885 unique values 0 missing
ATSC1s	numeric	1134 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC2	numeric	718 unique values 0 missing
NsF	numeric	9 unique values 0 missing
SM12_EA.ed.	numeric	584 unique values 0 missing
X5A	numeric	23 unique values 0 missing
ATSC1v	numeric	979 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC3	numeric	739 unique values 0 missing
nSH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	777 unique values 0 missing
X5Av	numeric	25 unique values 0 missing
ATSC2e	numeric	670 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC4	numeric	668 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM13_AEA.bo.	numeric	379 unique values 0 missing
X5sol	numeric	890 unique values 0 missing
ATSC2i	numeric	848 unique values 0 missing
DLS_02	numeric	7 unique values 0 missing
IC5	numeric	666 unique values 0 missing
nSK	numeric	77 unique values 0 missing
SM13_AEA.dm.	numeric	527 unique values 0 missing
X5v	numeric	1094 unique values 0 missing
ATSC2m	numeric	1114 unique values 0 missing
DLS_03	numeric	6 unique values 0 missing
ICR	numeric	557 unique values 0 missing
NsNH2	numeric	6 unique values 0 missing
SM13_AEA.ed.	numeric	592 unique values 0 missing
Xindex	numeric	222 unique values 0 missing
ATSC2p	numeric	1074 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IDDE	numeric	495 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM13_AEA.ri.	numeric	297 unique values 0 missing
XMOD	numeric	1145 unique values 0 missing
ATSC2s	numeric	1224 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDDM	numeric	349 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM13_EA	numeric	613 unique values 0 missing
Xt	numeric	108 unique values 0 missing
ATSC2v	numeric	1095 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDE	numeric	609 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM13_EA.bo.	numeric	668 unique values 0 missing
Xu	numeric	916 unique values 0 missing
ATSC3e	numeric	723 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDET	numeric	939 unique values 0 missing
NsOH	numeric	6 unique values 0 missing
SM13_EA.dm.	numeric	196 unique values 0 missing
Yindex	numeric	392 unique values 0 missing
ATSC3i	numeric	908 unique values 0 missing
DLS_cons	numeric	61 unique values 0 missing
IDM	numeric	680 unique values 0 missing
NssCH2	numeric	27 unique values 0 missing
SM13_EA.ed.	numeric	569 unique values 0 missing
ZM1	numeric	166 unique values 0 missing
ATSC3m	numeric	1185 unique values 0 missing
Dz	numeric	282 unique values 0 missing
IDMT	numeric	940 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	744 unique values 0 missing
ZM1Kup	numeric	1041 unique values 0 missing
ATSC3p	numeric	1160 unique values 0 missing
ECC	numeric	536 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NssNH	numeric	16 unique values 0 missing
SM14_AEA.bo.	numeric	446 unique values 0 missing
ZM1Mad	numeric	1111 unique values 0 missing
ATSC3s	numeric	1236 unique values 0 missing
Eig01_AEA.bo.	numeric	168 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NssO	numeric	9 unique values 0 missing
SM14_AEA.dm.	numeric	551 unique values 0 missing
ZM1MulPer	numeric	1202 unique values 0 missing
ATSC3v	numeric	1174 unique values 0 missing
Eig01_AEA.dm.	numeric	206 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM14_AEA.ed.	numeric	599 unique values 0 missing
ZM1Per	numeric	1193 unique values 0 missing
ATSC4e	numeric	935 unique values 0 missing
Eig01_AEA.ed.	numeric	165 unique values 0 missing
ISIZ	numeric	143 unique values 0 missing
NsssCH	numeric	15 unique values 0 missing
SM14_AEA.ri.	numeric	306 unique values 0 missing
ZM1V	numeric	386 unique values 0 missing
ATSC4i	numeric	981 unique values 0 missing
Eig01_AEA.ri.	numeric	200 unique values 0 missing
IVDE	numeric	296 unique values 0 missing
NsssN	numeric	7 unique values 0 missing
SM14_EA	numeric	628 unique values 0 missing
ZM2	numeric	279 unique values 0 missing
ATSC4m	numeric	1226 unique values 0 missing
Eig01_EA	numeric	193 unique values 0 missing
IVDM	numeric	411 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	624 unique values 0 missing
ZM2Kup	numeric	1166 unique values 0 missing
ATSC4p	numeric	1191 unique values 0 missing
Eig01_EA.bo.	numeric	163 unique values 0 missing
JGI1	numeric	138 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM14_EA.dm.	numeric	252 unique values 0 missing
ZM2Mad	numeric	1180 unique values 0 missing
ATSC4s	numeric	1248 unique values 0 missing
Eig01_EA.dm.	numeric	89 unique values 0 missing
JGI10	numeric	9 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_EA.ed.	numeric	543 unique values 0 missing
ZM2MulPer	numeric	1206 unique values 0 missing
ATSC4v	numeric	1225 unique values 0 missing
Eig01_EA.ed.	numeric	234 unique values 0 missing
JGI2	numeric	61 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	758 unique values 0 missing
ZM2Per	numeric	1202 unique values 0 missing
ATSC5e	numeric	889 unique values 0 missing
Eig01_EA.ri.	numeric	209 unique values 0 missing
JGI3	numeric	37 unique values 0 missing
nThiophenes	numeric	2 unique values 0 missing
SM15_AEA.bo.	numeric	477 unique values 0 missing
ZM2V	numeric	477 unique values 0 missing
ATSC5i	numeric	997 unique values 0 missing
Eig02_AEA.bo.	numeric	236 unique values 0 missing
JGI4	numeric	35 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	554 unique values 0 missing
ATSC5m	numeric	1233 unique values 0 missing
Eig02_AEA.dm.	numeric	299 unique values 0 missing
JGI5	numeric	21 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	601 unique values 0 missing
ATSC5p	numeric	1203 unique values 0 missing
Eig02_AEA.ed.	numeric	225 unique values 0 missing
JGI6	numeric	11 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM15_AEA.ri.	numeric	382 unique values 0 missing
ATSC5s	numeric	1249 unique values 0 missing
Eig02_AEA.ri.	numeric	262 unique values 0 missing
JGI7	numeric	12 unique values 0 missing
nX	numeric	9 unique values 0 missing
SM15_EA	numeric	605 unique values 0 missing
ATSC5v	numeric	1224 unique values 0 missing
Eig02_EA	numeric	245 unique values 0 missing
JGI8	numeric	10 unique values 0 missing
O.	numeric	93 unique values 0 missing
SM15_EA.bo.	numeric	640 unique values 0 missing
ATSC6e	numeric	914 unique values 0 missing
Eig02_EA.bo.	numeric	231 unique values 0 missing
JGI9	numeric	10 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	185 unique values 0 missing
ATSC6i	numeric	996 unique values 0 missing
Eig02_EA.dm.	numeric	96 unique values 0 missing
JGT	numeric	198 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_EA.ed.	numeric	519 unique values 0 missing
ATSC6m	numeric	1227 unique values 0 missing
Eig02_EA.ed.	numeric	318 unique values 0 missing
LLS_01	numeric	4 unique values 0 missing
O.058	numeric	18 unique values 0 missing
SM15_EA.ri.	numeric	750 unique values 0 missing
ATSC6p	numeric	1202 unique values 0 missing
Eig02_EA.ri.	numeric	256 unique values 0 missing
LLS_02	numeric	7 unique values 0 missing
O.059	numeric	7 unique values 0 missing
SMTI	numeric	935 unique values 0 missing
ATSC6s	numeric	1244 unique values 0 missing
Eig03_AEA.bo.	numeric	293 unique values 0 missing
LOC	numeric	478 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SMTIV	numeric	1201 unique values 0 missing
ATSC6v	numeric	1215 unique values 0 missing
Eig03_AEA.dm.	numeric	354 unique values 0 missing
LPRS	numeric	940 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SNar	numeric	285 unique values 0 missing
ATSC7e	numeric	902 unique values 0 missing
Eig03_AEA.ed.	numeric	314 unique values 0 missing
MATS1e	numeric	213 unique values 0 missing
ON0	numeric	238 unique values 0 missing
Sp	numeric	914 unique values 0 missing
ATSC7i	numeric	1014 unique values 0 missing
Eig03_AEA.ri.	numeric	374 unique values 0 missing
MATS1i	numeric	279 unique values 0 missing
ON0V	numeric	794 unique values 0 missing
SpAD_AEA.bo.	numeric	987 unique values 0 missing
ATSC7m	numeric	1236 unique values 0 missing
Eig03_EA	numeric	323 unique values 0 missing
MATS1m	numeric	145 unique values 0 missing
ON1	numeric	347 unique values 0 missing
SpAD_AEA.dm.	numeric	1116 unique values 0 missing
ATSC7p	numeric	1214 unique values 0 missing
Eig03_EA.bo.	numeric	297 unique values 0 missing
MATS1p	numeric	199 unique values 0 missing
ON1V	numeric	961 unique values 0 missing
SpAD_AEA.ed.	numeric	928 unique values 0 missing
ATSC7s	numeric	1245 unique values 0 missing
Eig03_EA.dm.	numeric	78 unique values 0 missing
MATS1s	numeric	143 unique values 0 missing
PCD	numeric	743 unique values 0 missing
SpAD_AEA.ri.	numeric	1211 unique values 0 missing
ATSC7v	numeric	1220 unique values 0 missing
Eig03_EA.ed.	numeric	457 unique values 0 missing
MATS1v	numeric	111 unique values 0 missing
PCR	numeric	309 unique values 0 missing
SpAD_EA	numeric	930 unique values 0 missing
ATSC8e	numeric	950 unique values 0 missing
Eig03_EA.ri.	numeric	342 unique values 0 missing
MATS2e	numeric	335 unique values 0 missing
PDI	numeric	150 unique values 0 missing
SpAD_EA.bo.	numeric	991 unique values 0 missing
ATSC8i	numeric	1030 unique values 0 missing
Eig04_AEA.bo.	numeric	309 unique values 0 missing
MATS2i	numeric	364 unique values 0 missing
PHI	numeric	925 unique values 0 missing
SpAD_EA.dm.	numeric	471 unique values 0 missing
ATSC8m	numeric	1234 unique values 0 missing
Eig04_AEA.dm.	numeric	428 unique values 0 missing
MATS2m	numeric	225 unique values 0 missing
piID	numeric	762 unique values 0 missing
SpAD_EA.ed.	numeric	941 unique values 0 missing
ATSC8p	numeric	1225 unique values 0 missing
Eig04_AEA.ed.	numeric	354 unique values 0 missing
MATS2p	numeric	314 unique values 0 missing
piPC01	numeric	155 unique values 0 missing
SpAD_EA.ri.	numeric	1206 unique values 0 missing
ATSC8s	numeric	1245 unique values 0 missing
Eig04_AEA.ri.	numeric	406 unique values 0 missing
MATS2s	numeric	311 unique values 0 missing
piPC02	numeric	292 unique values 0 missing
SpDiam_AEA.bo.	numeric	226 unique values 0 missing
ATSC8v	numeric	1223 unique values 0 missing
Eig04_EA	numeric	375 unique values 0 missing
MATS2v	numeric	302 unique values 0 missing
piPC03	numeric	447 unique values 0 missing
SpDiam_AEA.dm.	numeric	206 unique values 0 missing
BAC	numeric	218 unique values 0 missing
Eig04_EA.bo.	numeric	306 unique values 0 missing
MATS3e	numeric	240 unique values 0 missing
piPC04	numeric	570 unique values 0 missing
SpDiam_AEA.ed.	numeric	325 unique values 0 missing
BBI	numeric	117 unique values 0 missing
Eig04_EA.dm.	numeric	79 unique values 0 missing
MATS3i	numeric	350 unique values 0 missing
piPC05	numeric	601 unique values 0 missing
SpDiam_AEA.ri.	numeric	296 unique values 0 missing
BIC0	numeric	124 unique values 0 missing
Eig04_EA.ed.	numeric	527 unique values 0 missing
MATS3m	numeric	302 unique values 0 missing
piPC06	numeric	626 unique values 0 missing
SpDiam_EA	numeric	193 unique values 0 missing
BIC1	numeric	216 unique values 0 missing
Eig04_EA.ri.	numeric	409 unique values 0 missing
MATS3p	numeric	288 unique values 0 missing
piPC07	numeric	662 unique values 0 missing
SpDiam_EA.bo.	numeric	163 unique values 0 missing
BIC2	numeric	168 unique values 0 missing
Eig05_AEA.bo.	numeric	379 unique values 0 missing
MATS3s	numeric	208 unique values 0 missing
piPC08	numeric	697 unique values 0 missing
SpDiam_EA.dm.	numeric	109 unique values 0 missing
BIC3	numeric	145 unique values 0 missing
Eig05_AEA.dm.	numeric	488 unique values 0 missing
MATS3v	numeric	270 unique values 0 missing
piPC09	numeric	725 unique values 0 missing
SpDiam_EA.ed.	numeric	275 unique values 0 missing
BIC4	numeric	152 unique values 0 missing
Eig05_AEA.ed.	numeric	393 unique values 0 missing
MATS4e	numeric	413 unique values 0 missing
piPC10	numeric	735 unique values 0 missing
SpDiam_EA.ri.	numeric	209 unique values 0 missing
BIC5	numeric	153 unique values 0 missing
Eig05_AEA.ri.	numeric	441 unique values 0 missing
MATS4i	numeric	357 unique values 0 missing
PJI2	numeric	26 unique values 0 missing
SPI	numeric	924 unique values 0 missing
BID	numeric	112 unique values 0 missing
Eig05_EA	numeric	379 unique values 0 missing
MATS4m	numeric	315 unique values 0 missing
Pol	numeric	126 unique values 0 missing
SpMAD_AEA.bo.	numeric	115 unique values 0 missing
BLI	numeric	257 unique values 0 missing
Eig05_EA.bo.	numeric	382 unique values 0 missing
MATS4p	numeric	336 unique values 0 missing
Psi_e_0	numeric	1159 unique values 0 missing
SpMAD_AEA.dm.	numeric	163 unique values 0 missing
BLTA96	numeric	399 unique values 0 missing
Eig05_EA.dm.	numeric	81 unique values 0 missing
MATS4s	numeric	355 unique values 0 missing
Psi_e_1	numeric	1096 unique values 0 missing
SpMAD_AEA.ed.	numeric	155 unique values 0 missing
BLTD48	numeric	390 unique values 0 missing
Eig05_EA.ed.	numeric	551 unique values 0 missing
MATS4v	numeric	335 unique values 0 missing
Psi_e_A	numeric	632 unique values 0 missing
SpMAD_AEA.ri.	numeric	111 unique values 0 missing
BLTF96	numeric	369 unique values 0 missing
Eig05_EA.ri.	numeric	448 unique values 0 missing
MATS5e	numeric	352 unique values 0 missing
Psi_i_0	numeric	1052 unique values 0 missing
SpMAD_EA	numeric	114 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig06_AEA.bo.	numeric	429 unique values 0 missing
MATS5i	numeric	307 unique values 0 missing
Psi_i_1	numeric	1142 unique values 0 missing
SpMAD_EA.bo.	numeric	278 unique values 0 missing
C.	numeric	129 unique values 0 missing
Eig06_AEA.dm.	numeric	498 unique values 0 missing
MATS5m	numeric	315 unique values 0 missing
Psi_i_A	numeric	632 unique values 0 missing
SpMAD_EA.dm.	numeric	391 unique values 0 missing
C.001	numeric	13 unique values 0 missing
Eig06_AEA.ed.	numeric	431 unique values 0 missing
MATS5p	numeric	307 unique values 0 missing
Psi_i_s	numeric	726 unique values 0 missing
SpMAD_EA.ed.	numeric	528 unique values 0 missing
C.002	numeric	20 unique values 0 missing
Eig06_AEA.ri.	numeric	495 unique values 0 missing
MATS5s	numeric	372 unique values 0 missing
Psi_i_t	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	143 unique values 0 missing
C.003	numeric	7 unique values 0 missing
Eig06_EA	numeric	446 unique values 0 missing
MATS5v	numeric	320 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	170 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_EA.bo.	numeric	442 unique values 0 missing
MATS6e	numeric	424 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.i.	numeric	186 unique values 0 missing
C.005	numeric	6 unique values 0 missing
Eig06_EA.dm.	numeric	84 unique values 0 missing
MATS6i	numeric	318 unique values 0 missing
P_VSA_e_1	numeric	88 unique values 0 missing
SpMax1_Bh.m.	numeric	247 unique values 0 missing
C.006	numeric	20 unique values 0 missing
Eig06_EA.ed.	numeric	554 unique values 0 missing
MATS6m	numeric	342 unique values 0 missing
P_VSA_e_2	numeric	1059 unique values 0 missing
SpMax1_Bh.p.	numeric	210 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA.ri.	numeric	478 unique values 0 missing
MATS6p	numeric	310 unique values 0 missing
P_VSA_e_3	numeric	199 unique values 0 missing
SpMax1_Bh.s.	numeric	86 unique values 0 missing
C.008	numeric	10 unique values 0 missing
Eig07_AEA.bo.	numeric	436 unique values 0 missing
MATS6s	numeric	380 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.v.	numeric	190 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	478 unique values 0 missing
MATS6v	numeric	303 unique values 0 missing
P_VSA_e_5	numeric	132 unique values 0 missing
SpMax2_Bh.e.	numeric	179 unique values 0 missing
C.011	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	406 unique values 0 missing
MATS7e	numeric	368 unique values 0 missing
P_VSA_e_6	numeric	9 unique values 0 missing
SpMax2_Bh.i.	numeric	179 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig07_AEA.ri.	numeric	544 unique values 0 missing
MATS7i	numeric	280 unique values 0 missing
P_VSA_i_1	numeric	12 unique values 0 missing
SpMax2_Bh.m.	numeric	226 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_EA	numeric	477 unique values 0 missing
MATS7m	numeric	330 unique values 0 missing
P_VSA_i_2	numeric	1050 unique values 0 missing
SpMax2_Bh.p.	numeric	178 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_EA.bo.	numeric	434 unique values 0 missing
MATS7p	numeric	315 unique values 0 missing
P_VSA_i_3	numeric	627 unique values 0 missing
SpMax2_Bh.s.	numeric	167 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	71 unique values 0 missing
MATS7s	numeric	340 unique values 0 missing
P_VSA_i_4	numeric	294 unique values 0 missing
SpMax2_Bh.v.	numeric	169 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig07_EA.ed.	numeric	586 unique values 0 missing
MATS7v	numeric	321 unique values 0 missing
P_VSA_LogP_1	numeric	108 unique values 0 missing
SpMax3_Bh.e.	numeric	167 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_EA.ri.	numeric	549 unique values 0 missing
MATS8e	numeric	416 unique values 0 missing
P_VSA_LogP_2	numeric	473 unique values 0 missing
SpMax3_Bh.i.	numeric	162 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig08_AEA.bo.	numeric	430 unique values 0 missing
MATS8i	numeric	374 unique values 0 missing
P_VSA_LogP_3	numeric	138 unique values 0 missing
SpMax3_Bh.m.	numeric	223 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	527 unique values 0 missing
MATS8m	numeric	344 unique values 0 missing
P_VSA_LogP_4	numeric	305 unique values 0 missing
SpMax3_Bh.p.	numeric	207 unique values 0 missing
C.020	numeric	2 unique values 0 missing
Eig08_AEA.ed.	numeric	449 unique values 0 missing
MATS8p	numeric	351 unique values 0 missing
P_VSA_LogP_5	numeric	517 unique values 0 missing
SpMax3_Bh.s.	numeric	177 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.ri.	numeric	515 unique values 0 missing
MATS8s	numeric	425 unique values 0 missing
P_VSA_LogP_6	numeric	142 unique values 0 missing
SpMax3_Bh.v.	numeric	200 unique values 0 missing
C.022	numeric	4 unique values 0 missing
Eig08_EA	numeric	465 unique values 0 missing
MATS8v	numeric	312 unique values 0 missing
P_VSA_LogP_7	numeric	152 unique values 0 missing
SpMax4_Bh.e.	numeric	269 unique values 0 missing
C.024	numeric	22 unique values 0 missing
Eig08_EA.bo.	numeric	417 unique values 0 missing
MAXDN	numeric	781 unique values 0 missing
P_VSA_LogP_8	numeric	14 unique values 0 missing
SpMax4_Bh.i.	numeric	274 unique values 0 missing
C.025	numeric	11 unique values 0 missing
Eig08_EA.dm.	numeric	67 unique values 0 missing
MAXDP	numeric	984 unique values 0 missing
P_VSA_m_1	numeric	88 unique values 0 missing
SpMax4_Bh.m.	numeric	296 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_EA.ed.	numeric	586 unique values 0 missing
MCD	numeric	251 unique values 0 missing
P_VSA_m_2	numeric	1066 unique values 0 missing
SpMax4_Bh.p.	numeric	330 unique values 0 missing
C.027	numeric	6 unique values 0 missing
Eig08_EA.ri.	numeric	509 unique values 0 missing
MDDD	numeric	927 unique values 0 missing
P_VSA_m_3	numeric	214 unique values 0 missing
SpMax4_Bh.s.	numeric	232 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig09_AEA.bo.	numeric	437 unique values 0 missing
Me	numeric	74 unique values 0 missing
P_VSA_m_4	numeric	24 unique values 0 missing
SpMax4_Bh.v.	numeric	324 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	522 unique values 0 missing
Mi	numeric	51 unique values 0 missing
P_VSA_m_5	numeric	3 unique values 0 missing
SpMax5_Bh.e.	numeric	390 unique values 0 missing
C.030	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	468 unique values 0 missing
MLOGP	numeric	747 unique values 0 missing
P_VSA_MR_1	numeric	166 unique values 0 missing
SpMax5_Bh.i.	numeric	363 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	521 unique values 0 missing
MLOGP2	numeric	818 unique values 0 missing
P_VSA_MR_2	numeric	315 unique values 0 missing
SpMax5_Bh.m.	numeric	445 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig09_EA	numeric	443 unique values 0 missing
Mp	numeric	112 unique values 0 missing
P_VSA_MR_3	numeric	34 unique values 0 missing
SpMax5_Bh.p.	numeric	417 unique values 0 missing
C.033	numeric	5 unique values 0 missing
Eig09_EA.bo.	numeric	421 unique values 0 missing
MPC01	numeric	87 unique values 0 missing
P_VSA_MR_4	numeric	7 unique values 0 missing
SpMax5_Bh.s.	numeric	350 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_EA.dm.	numeric	44 unique values 0 missing
MPC02	numeric	117 unique values 0 missing
P_VSA_MR_5	numeric	879 unique values 0 missing
SpMax5_Bh.v.	numeric	422 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_EA.ed.	numeric	586 unique values 0 missing
MPC03	numeric	155 unique values 0 missing
P_VSA_MR_6	numeric	644 unique values 0 missing
SpMax6_Bh.e.	numeric	455 unique values 0 missing
C.038	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	534 unique values 0 missing
MPC04	numeric	189 unique values 0 missing
P_VSA_MR_7	numeric	75 unique values 0 missing
SpMax6_Bh.i.	numeric	446 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	423 unique values 0 missing
MPC05	numeric	219 unique values 0 missing
P_VSA_MR_8	numeric	11 unique values 0 missing
SpMax6_Bh.m.	numeric	443 unique values 0 missing
C.040	numeric	15 unique values 0 missing
Eig10_AEA.dm.	numeric	533 unique values 0 missing
MPC06	numeric	239 unique values 0 missing
P_VSA_p_1	numeric	224 unique values 0 missing
SpMax6_Bh.p.	numeric	492 unique values 0 missing
C.041	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	501 unique values 0 missing
MPC07	numeric	268 unique values 0 missing
P_VSA_p_2	numeric	401 unique values 0 missing
SpMax6_Bh.s.	numeric	421 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	519 unique values 0 missing
MPC08	numeric	334 unique values 0 missing
P_VSA_p_3	numeric	1058 unique values 0 missing
SpMax6_Bh.v.	numeric	514 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_EA	numeric	449 unique values 0 missing
MPC09	numeric	359 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing
SpMax7_Bh.e.	numeric	460 unique values 0 missing
C.044	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	444 unique values 0 missing
MPC10	numeric	412 unique values 0 missing
P_VSA_s_1	numeric	3 unique values 0 missing
SpMax7_Bh.i.	numeric	444 unique values 0 missing
CATS2D_00_DD	numeric	6 unique values 0 missing
Eig10_EA.dm.	numeric	38 unique values 0 missing
MSD	numeric	841 unique values 0 missing
P_VSA_s_2	numeric	144 unique values 0 missing
SpMax7_Bh.m.	numeric	483 unique values 0 missing
CATS2D_00_DP	numeric	6 unique values 0 missing
Eig10_EA.ed.	numeric	560 unique values 0 missing
Mv	numeric	131 unique values 0 missing
P_VSA_s_3	numeric	903 unique values 0 missing
SpMax7_Bh.p.	numeric	461 unique values 0 missing
CATS2D_00_PP	numeric	6 unique values 0 missing
Eig10_EA.ri.	numeric	536 unique values 0 missing
MW	numeric	931 unique values 0 missing
P_VSA_s_4	numeric	601 unique values 0 missing
SpMax7_Bh.s.	numeric	435 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig11_AEA.bo.	numeric	418 unique values 0 missing
MWC01	numeric	87 unique values 0 missing
P_VSA_s_5	numeric	69 unique values 0 missing
SpMax7_Bh.v.	numeric	472 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	521 unique values 0 missing
MWC02	numeric	166 unique values 0 missing
P_VSA_s_6	numeric	416 unique values 0 missing
SpMax8_Bh.e.	numeric	448 unique values 0 missing
CATS2D_01_DA	numeric	4 unique values 0 missing
Eig11_AEA.ed.	numeric	497 unique values 0 missing
MWC03	numeric	279 unique values 0 missing
P_VSA_v_1	numeric	88 unique values 0 missing
SpMax8_Bh.i.	numeric	426 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	500 unique values 0 missing
MWC04	numeric	466 unique values 0 missing
P_VSA_v_2	numeric	511 unique values 0 missing
SpMax8_Bh.m.	numeric	485 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_EA	numeric	430 unique values 0 missing
MWC05	numeric	546 unique values 0 missing
P_VSA_v_3	numeric	1058 unique values 0 missing
SpMax8_Bh.p.	numeric	440 unique values 0 missing
CATS2D_01_LL	numeric	40 unique values 0 missing
Eig11_EA.bo.	numeric	456 unique values 0 missing
MWC06	numeric	595 unique values 0 missing
P_VSA_v_4	numeric	2 unique values 0 missing
SpMax8_Bh.s.	numeric	500 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA.dm.	numeric	31 unique values 0 missing
MWC07	numeric	592 unique values 0 missing
PW2	numeric	53 unique values 0 missing
SpMax8_Bh.v.	numeric	459 unique values 0 missing
CATS2D_02_AA	numeric	13 unique values 0 missing
Eig11_EA.ed.	numeric	590 unique values 0 missing
MWC08	numeric	602 unique values 0 missing
PW3	numeric	73 unique values 0 missing
SpMaxA_AEA.bo.	numeric	99 unique values 0 missing
CATS2D_02_AL	numeric	25 unique values 0 missing
Eig11_EA.ri.	numeric	505 unique values 0 missing
MWC09	numeric	598 unique values 0 missing
PW4	numeric	54 unique values 0 missing
SpMaxA_AEA.dm.	numeric	104 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig12_AEA.bo.	numeric	461 unique values 0 missing
MWC10	numeric	629 unique values 0 missing
PW5	numeric	34 unique values 0 missing
SpMaxA_AEA.ed.	numeric	138 unique values 0 missing
CATS2D_02_AP	numeric	6 unique values 0 missing
Eig12_AEA.dm.	numeric	491 unique values 0 missing
N.	numeric	96 unique values 0 missing
Qindex	numeric	62 unique values 0 missing
SpMaxA_AEA.ri.	numeric	91 unique values 0 missing
CATS2D_02_DA	numeric	19 unique values 0 missing
Eig12_AEA.ed.	numeric	542 unique values 0 missing
N.066	numeric	5 unique values 0 missing
Ram	numeric	35 unique values 0 missing
SpMaxA_EA	numeric	76 unique values 0 missing
CATS2D_02_DD	numeric	4 unique values 0 missing
Eig12_AEA.ri.	numeric	521 unique values 0 missing
N.067	numeric	4 unique values 0 missing
RBF	numeric	149 unique values 0 missing
SpMax_AEA.bo.	numeric	168 unique values 0 missing
CATS2D_02_DL	numeric	23 unique values 0 missing
Eig12_EA	numeric	440 unique values 0 missing
N.068	numeric	4 unique values 0 missing
RBN	numeric	44 unique values 0 missing
SpMaxA_EA.bo.	numeric	95 unique values 0 missing
CATS2D_02_DN	numeric	2 unique values 0 missing
Eig12_EA.bo.	numeric	494 unique values 0 missing
N.069	numeric	3 unique values 0 missing
Rbrid	numeric	10 unique values 0 missing
SpMax_AEA.dm.	numeric	206 unique values 0 missing
CATS2D_02_DP	numeric	5 unique values 0 missing
Eig12_EA.dm.	numeric	34 unique values 0 missing
N.070	numeric	3 unique values 0 missing
RCI	numeric	56 unique values 0 missing
SpMaxA_EA.dm.	numeric	89 unique values 0 missing
CATS2D_02_LL	numeric	47 unique values 0 missing
Eig12_EA.ed.	numeric	632 unique values 0 missing
N.071	numeric	3 unique values 0 missing
RDCHI	numeric	779 unique values 0 missing
SpMax_AEA.ed.	numeric	165 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
Eig12_EA.ri.	numeric	532 unique values 0 missing
N.072	numeric	19 unique values 0 missing
RDSQ	numeric	943 unique values 0 missing
SpMaxA_EA.ed.	numeric	187 unique values 0 missing
CATS2D_02_PL	numeric	3 unique values 0 missing
Eig13_AEA.bo.	numeric	464 unique values 0 missing
N.073	numeric	5 unique values 0 missing
RFD	numeric	55 unique values 0 missing
SpMax_AEA.ri.	numeric	200 unique values 0 missing
CATS2D_02_PP	numeric	3 unique values 0 missing
Eig13_AEA.dm.	numeric	467 unique values 0 missing
N.074	numeric	3 unique values 0 missing
Rperim	numeric	38 unique values 0 missing
SpMaxA_EA.ri.	numeric	76 unique values 0 missing
CATS2D_03_AA	numeric	10 unique values 0 missing
Eig13_AEA.ed.	numeric	519 unique values 0 missing
N.075	numeric	7 unique values 0 missing
S0K	numeric	458 unique values 0 missing
SpMax_EA	numeric	193 unique values 0 missing
CATS2D_03_AL	numeric	24 unique values 0 missing
Eig13_AEA.ri.	numeric	540 unique values 0 missing
N.076	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1362

Number of instances (rows) of the dataset.

NumberOfFeatures

1362

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

1361

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxSkewnessOfNumericAtts

36.91

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

2.06

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

1547734.82

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.34

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

2.11

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

0.31

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

44.42

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

805.09

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.54

First quartile of skewness among attributes of the numeric type.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

-0.15

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

1.4

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

Dimensionality

Number of attributes divided by the number of instances.

MeanSkewnessOfNumericAtts

2.85

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

2.75

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

2236.34

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

1.29

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.95

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

MaxKurtosisOfNumericAtts

1362

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.6

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

283455.04

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

3.64

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

8.03

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-12.43

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