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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5313

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: CHEMBL5313 (TID: 100911), and it has 992 rows and 1400 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).

1402 features

pXC50 (target)	numeric	739 unique values 0 missing
molecule_id (row identifier)	nominal	992 unique values 0 missing
CATS2D_08_DD	numeric	3 unique values 0 missing
GATS3s	numeric	502 unique values 0 missing
nCsp2	numeric	28 unique values 0 missing
SIC2	numeric	265 unique values 0 missing
SpMin5_Bh.s.	numeric	498 unique values 0 missing
AAC	numeric	513 unique values 0 missing
CATS2D_08_DL	numeric	9 unique values 0 missing
GATS3v	numeric	384 unique values 0 missing
nCsp3	numeric	20 unique values 0 missing
SIC3	numeric	229 unique values 0 missing
SpMin5_Bh.v.	numeric	485 unique values 0 missing
AECC	numeric	680 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS4e	numeric	579 unique values 0 missing
nCt	numeric	7 unique values 0 missing
SIC4	numeric	216 unique values 0 missing
SpMin6_Bh.e.	numeric	485 unique values 0 missing
ALOGP	numeric	901 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS4i	numeric	417 unique values 0 missing
nCXr.	numeric	3 unique values 0 missing
SIC5	numeric	219 unique values 0 missing
SpMin6_Bh.i.	numeric	483 unique values 0 missing
ALOGP2	numeric	971 unique values 0 missing
CATS2D_08_LL	numeric	26 unique values 0 missing
GATS4m	numeric	499 unique values 0 missing
nDB	numeric	11 unique values 0 missing
SM02_AEA.bo.	numeric	374 unique values 0 missing
SpMin6_Bh.m.	numeric	497 unique values 0 missing
AMR	numeric	985 unique values 0 missing
CATS2D_08_NL	numeric	5 unique values 0 missing
GATS4p	numeric	452 unique values 0 missing
NdCH2	numeric	3 unique values 0 missing
SM02_AEA.dm.	numeric	592 unique values 0 missing
SpMin6_Bh.p.	numeric	493 unique values 0 missing
AMW	numeric	830 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4s	numeric	607 unique values 0 missing
NddC	numeric	2 unique values 0 missing
SM02_AEA.ed.	numeric	181 unique values 0 missing
SpMin6_Bh.s.	numeric	458 unique values 0 missing
ARR	numeric	186 unique values 0 missing
CATS2D_09_AA	numeric	11 unique values 0 missing
GATS4v	numeric	404 unique values 0 missing
NddsN	numeric	5 unique values 0 missing
SM02_AEA.ri.	numeric	806 unique values 0 missing
SpMin6_Bh.v.	numeric	504 unique values 0 missing
ATS1e	numeric	590 unique values 0 missing
CATS2D_09_AL	numeric	19 unique values 0 missing
GATS5e	numeric	665 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM02_EA	numeric	53 unique values 0 missing
SpMin7_Bh.e.	numeric	490 unique values 0 missing
ATS1i	numeric	596 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5i	numeric	434 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM02_EA.bo.	numeric	250 unique values 0 missing
SpMin7_Bh.i.	numeric	488 unique values 0 missing
ATS1m	numeric	576 unique values 0 missing
CATS2D_09_AP	numeric	3 unique values 0 missing
GATS5m	numeric	563 unique values 0 missing
NdO	numeric	8 unique values 0 missing
SM02_EA.dm.	numeric	581 unique values 0 missing
SpMin7_Bh.m.	numeric	529 unique values 0 missing
ATS1p	numeric	585 unique values 0 missing
CATS2D_09_DA	numeric	5 unique values 0 missing
GATS5p	numeric	475 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM02_EA.ed.	numeric	369 unique values 0 missing
SpMin7_Bh.p.	numeric	501 unique values 0 missing
ATS1s	numeric	582 unique values 0 missing
CATS2D_09_DD	numeric	4 unique values 0 missing
GATS5s	numeric	653 unique values 0 missing
NdsCH	numeric	7 unique values 0 missing
SM02_EA.ri.	numeric	602 unique values 0 missing
SpMin7_Bh.s.	numeric	401 unique values 0 missing
ATS1v	numeric	545 unique values 0 missing
CATS2D_09_DL	numeric	9 unique values 0 missing
GATS5v	numeric	409 unique values 0 missing
NdsN	numeric	3 unique values 0 missing
SM03_AEA.bo.	numeric	579 unique values 0 missing
SpMin7_Bh.v.	numeric	510 unique values 0 missing
ATS2e	numeric	625 unique values 0 missing
CATS2D_09_DP	numeric	2 unique values 0 missing
GATS6e	numeric	676 unique values 0 missing
NdssC	numeric	10 unique values 0 missing
SM03_AEA.dm.	numeric	624 unique values 0 missing
SpMin8_Bh.e.	numeric	518 unique values 0 missing
ATS2i	numeric	627 unique values 0 missing
CATS2D_09_LL	numeric	24 unique values 0 missing
GATS6i	numeric	474 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	539 unique values 0 missing
SpMin8_Bh.i.	numeric	506 unique values 0 missing
ATS2m	numeric	599 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6m	numeric	581 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	758 unique values 0 missing
SpMin8_Bh.m.	numeric	535 unique values 0 missing
ATS2p	numeric	596 unique values 0 missing
CATS2D_09_PL	numeric	5 unique values 0 missing
GATS6p	numeric	494 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM03_EA	numeric	21 unique values 0 missing
SpMin8_Bh.p.	numeric	534 unique values 0 missing
ATS2s	numeric	637 unique values 0 missing
CENT	numeric	689 unique values 0 missing
GATS6s	numeric	690 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	127 unique values 0 missing
SpMin8_Bh.s.	numeric	338 unique values 0 missing
ATS2v	numeric	579 unique values 0 missing
Chi0_AEA.bo.	numeric	713 unique values 0 missing
GATS6v	numeric	444 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM03_EA.dm.	numeric	141 unique values 0 missing
SpMin8_Bh.v.	numeric	535 unique values 0 missing
ATS3e	numeric	645 unique values 0 missing
Chi0_AEA.dm.	numeric	713 unique values 0 missing
GATS7e	numeric	697 unique values 0 missing
nFuranes	numeric	4 unique values 0 missing
SM03_EA.ed.	numeric	402 unique values 0 missing
SRW02	numeric	37 unique values 0 missing
ATS3i	numeric	661 unique values 0 missing
Chi0_AEA.ed.	numeric	713 unique values 0 missing
GATS7i	numeric	467 unique values 0 missing
nH	numeric	38 unique values 0 missing
SM03_EA.ri.	numeric	647 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ATS3m	numeric	631 unique values 0 missing
Chi0_AEA.ri.	numeric	713 unique values 0 missing
GATS7m	numeric	599 unique values 0 missing
nHAcc	numeric	12 unique values 0 missing
SM04_AEA.bo.	numeric	618 unique values 0 missing
SRW04	numeric	121 unique values 0 missing
ATS3p	numeric	643 unique values 0 missing
Chi0_EA	numeric	713 unique values 0 missing
GATS7p	numeric	510 unique values 0 missing
nHDon	numeric	7 unique values 0 missing
SM04_AEA.dm.	numeric	661 unique values 0 missing
SRW05	numeric	9 unique values 0 missing
ATS3s	numeric	634 unique values 0 missing
Chi0_EA.bo.	numeric	932 unique values 0 missing
GATS7s	numeric	714 unique values 0 missing
nHet	numeric	13 unique values 0 missing
SM04_AEA.ed.	numeric	639 unique values 0 missing
SRW06	numeric	403 unique values 0 missing
ATS3v	numeric	618 unique values 0 missing
Chi0_EA.dm.	numeric	951 unique values 0 missing
GATS7v	numeric	448 unique values 0 missing
nHM	numeric	6 unique values 0 missing
SM04_AEA.ri.	numeric	753 unique values 0 missing
SRW07	numeric	33 unique values 0 missing
ATS4e	numeric	704 unique values 0 missing
Chi0_EA.ed.	numeric	921 unique values 0 missing
GATS8e	numeric	708 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM04_EA	numeric	231 unique values 0 missing
SRW08	numeric	633 unique values 0 missing
ATS4i	numeric	684 unique values 0 missing
Chi0_EA.ri.	numeric	954 unique values 0 missing
GATS8i	numeric	482 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	643 unique values 0 missing
SRW09	numeric	115 unique values 0 missing
ATS4m	numeric	682 unique values 0 missing
Chi1_AEA.bo.	numeric	865 unique values 0 missing
GATS8m	numeric	610 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	644 unique values 0 missing
SRW10	numeric	671 unique values 0 missing
ATS4p	numeric	677 unique values 0 missing
Chi1_AEA.dm.	numeric	865 unique values 0 missing
GATS8p	numeric	517 unique values 0 missing
nN	numeric	9 unique values 0 missing
SM04_EA.ed.	numeric	765 unique values 0 missing
SsBr	numeric	54 unique values 0 missing
ATS4s	numeric	693 unique values 0 missing
Chi1_AEA.ed.	numeric	865 unique values 0 missing
GATS8s	numeric	718 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM04_EA.ri.	numeric	663 unique values 0 missing
SsCH3	numeric	640 unique values 0 missing
ATS4v	numeric	679 unique values 0 missing
Chi1_AEA.ri.	numeric	865 unique values 0 missing
GATS8v	numeric	495 unique values 0 missing
nN.C.N.	numeric	3 unique values 0 missing
SM05_AEA.bo.	numeric	635 unique values 0 missing
SsCl	numeric	204 unique values 0 missing
ATS5e	numeric	719 unique values 0 missing
Chi1_EA	numeric	865 unique values 0 missing
GGI1	numeric	22 unique values 0 missing
nN.CO.2	numeric	3 unique values 0 missing
SM05_AEA.dm.	numeric	656 unique values 0 missing
SsF	numeric	109 unique values 0 missing
ATS5i	numeric	712 unique values 0 missing
Chi1_EA.bo.	numeric	930 unique values 0 missing
GGI10	numeric	208 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM05_AEA.ed.	numeric	701 unique values 0 missing
SsNH2	numeric	85 unique values 0 missing
ATS5m	numeric	725 unique values 0 missing
Chi1_EA.dm.	numeric	965 unique values 0 missing
GGI2	numeric	40 unique values 0 missing
nN.N.1	numeric	2 unique values 0 missing
SM05_AEA.ri.	numeric	754 unique values 0 missing
SsOH	numeric	239 unique values 0 missing
ATS5p	numeric	726 unique values 0 missing
Chi1_EA.ed.	numeric	854 unique values 0 missing
GGI3	numeric	315 unique values 0 missing
NNRS	numeric	12 unique values 0 missing
SM05_EA	numeric	123 unique values 0 missing
SssCH2	numeric	630 unique values 0 missing
ATS5s	numeric	731 unique values 0 missing
Chi1_EA.ri.	numeric	941 unique values 0 missing
GGI4	numeric	662 unique values 0 missing
nO	numeric	11 unique values 0 missing
SM05_EA.bo.	numeric	729 unique values 0 missing
SsSH	numeric	6 unique values 0 missing
ATS5v	numeric	693 unique values 0 missing
CIC0	numeric	672 unique values 0 missing
GGI5	numeric	458 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM05_EA.dm.	numeric	269 unique values 0 missing
SssNH	numeric	421 unique values 0 missing
ATS6e	numeric	746 unique values 0 missing
CIC1	numeric	744 unique values 0 missing
GGI6	numeric	545 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM05_EA.ed.	numeric	801 unique values 0 missing
SssO	numeric	464 unique values 0 missing
ATS6i	numeric	761 unique values 0 missing
CIC2	numeric	667 unique values 0 missing
GGI7	numeric	451 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	735 unique values 0 missing
SssS	numeric	155 unique values 0 missing
ATS6m	numeric	737 unique values 0 missing
CIC3	numeric	586 unique values 0 missing
GGI8	numeric	379 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	634 unique values 0 missing
SsssCH	numeric	246 unique values 0 missing
ATS6p	numeric	737 unique values 0 missing
CIC4	numeric	544 unique values 0 missing
GGI9	numeric	304 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	666 unique values 0 missing
SsssN	numeric	335 unique values 0 missing
ATS6s	numeric	756 unique values 0 missing
CIC5	numeric	531 unique values 0 missing
GMTI	numeric	934 unique values 0 missing
nOxolanes	numeric	3 unique values 0 missing
SM06_AEA.ed.	numeric	715 unique values 0 missing
SssssC	numeric	118 unique values 0 missing
ATS6v	numeric	746 unique values 0 missing
CID	numeric	514 unique values 0 missing
GMTIV	numeric	980 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	747 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS7e	numeric	768 unique values 0 missing
Cl.086	numeric	3 unique values 0 missing
GNar	numeric	259 unique values 0 missing
nP..O.O2R	numeric	2 unique values 0 missing
SM06_EA	numeric	687 unique values 0 missing
StN	numeric	60 unique values 0 missing
ATS7i	numeric	758 unique values 0 missing
Cl.087	numeric	2 unique values 0 missing
H.	numeric	204 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	698 unique values 0 missing
StsC	numeric	65 unique values 0 missing
ATS7m	numeric	752 unique values 0 missing
Cl.088	numeric	2 unique values 0 missing
H.046	numeric	20 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	611 unique values 0 missing
Sv	numeric	920 unique values 0 missing
ATS7p	numeric	748 unique values 0 missing
Cl.089	numeric	5 unique values 0 missing
H.047	numeric	30 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	835 unique values 0 missing
TIC0	numeric	876 unique values 0 missing
ATS7s	numeric	767 unique values 0 missing
Cl.090	numeric	3 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	694 unique values 0 missing
TIC1	numeric	972 unique values 0 missing
ATS7v	numeric	758 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_AEA.bo.	numeric	664 unique values 0 missing
TIC2	numeric	927 unique values 0 missing
ATS8e	numeric	790 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	7 unique values 0 missing
nPyrroles	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	659 unique values 0 missing
TIC3	numeric	809 unique values 0 missing
ATS8i	numeric	783 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nPyrrolidines	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	751 unique values 0 missing
TIC4	numeric	763 unique values 0 missing
ATS8m	numeric	786 unique values 0 missing
CSI	numeric	540 unique values 0 missing
H.052	numeric	14 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	746 unique values 0 missing
TIC5	numeric	747 unique values 0 missing
ATS8p	numeric	776 unique values 0 missing
DBI	numeric	52 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM07_EA	numeric	540 unique values 0 missing
TIE	numeric	981 unique values 0 missing
ATS8s	numeric	772 unique values 0 missing
D.Dtr03	numeric	12 unique values 0 missing
H.054	numeric	3 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM07_EA.bo.	numeric	776 unique values 0 missing
TPC	numeric	759 unique values 0 missing
ATS8v	numeric	769 unique values 0 missing
D.Dtr04	numeric	3 unique values 0 missing
HDcpx	numeric	262 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM07_EA.dm.	numeric	285 unique values 0 missing
TPSA.NO.	numeric	752 unique values 0 missing
ATSC1e	numeric	269 unique values 0 missing
D.Dtr05	numeric	584 unique values 0 missing
HNar	numeric	237 unique values 0 missing
nR07	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	855 unique values 0 missing
TPSA.Tot.	numeric	833 unique values 0 missing
ATSC1i	numeric	489 unique values 0 missing
D.Dtr06	numeric	964 unique values 0 missing
HVcpx	numeric	611 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	760 unique values 0 missing
TRS	numeric	28 unique values 0 missing
ATSC1m	numeric	938 unique values 0 missing
D.Dtr07	numeric	21 unique values 0 missing
Hy	numeric	409 unique values 0 missing
nR09	numeric	4 unique values 0 missing
SM08_AEA.bo.	numeric	677 unique values 0 missing
TWC	numeric	710 unique values 0 missing
ATSC1p	numeric	871 unique values 0 missing
D.Dtr08	numeric	16 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM08_AEA.dm.	numeric	633 unique values 0 missing
Uc	numeric	29 unique values 0 missing
ATSC1s	numeric	954 unique values 0 missing
D.Dtr09	numeric	292 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR11	numeric	3 unique values 0 missing
SM08_AEA.ed.	numeric	770 unique values 0 missing
Ui	numeric	31 unique values 0 missing
ATSC1v	numeric	909 unique values 0 missing
D.Dtr10	numeric	273 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM08_AEA.ri.	numeric	761 unique values 0 missing
Uindex	numeric	966 unique values 0 missing
ATSC2e	numeric	514 unique values 0 missing
D.Dtr11	numeric	15 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM08_EA	numeric	747 unique values 0 missing
UNIP	numeric	160 unique values 0 missing
ATSC2i	numeric	643 unique values 0 missing
D.Dtr12	numeric	15 unique values 0 missing
IAC	numeric	876 unique values 0 missing
nRCHO	numeric	3 unique values 0 missing
SM08_EA.bo.	numeric	773 unique values 0 missing
VAR	numeric	175 unique values 0 missing
ATSC2m	numeric	962 unique values 0 missing
DECC	numeric	627 unique values 0 missing
IC0	numeric	513 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	563 unique values 0 missing
Vindex	numeric	234 unique values 0 missing
ATSC2p	numeric	919 unique values 0 missing
DELS	numeric	978 unique values 0 missing
IC1	numeric	657 unique values 0 missing
nRCN	numeric	5 unique values 0 missing
SM08_EA.ed.	numeric	863 unique values 0 missing
VvdwMG	numeric	868 unique values 0 missing
ATSC2s	numeric	987 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC2	numeric	687 unique values 0 missing
nRC.N	numeric	2 unique values 0 missing
SM08_EA.ri.	numeric	764 unique values 0 missing
VvdwZAZ	numeric	954 unique values 0 missing
ATSC2v	numeric	931 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC3	numeric	611 unique values 0 missing
nRCNO	numeric	2 unique values 0 missing
SM09_AEA.bo.	numeric	547 unique values 0 missing
Vx	numeric	868 unique values 0 missing
ATSC3e	numeric	561 unique values 0 missing
DLS_01	numeric	3 unique values 0 missing
IC4	numeric	587 unique values 0 missing
nRCO	numeric	4 unique values 0 missing
SM09_AEA.dm.	numeric	641 unique values 0 missing
Wap	numeric	951 unique values 0 missing
ATSC3i	numeric	694 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC5	numeric	582 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_AEA.ed.	numeric	782 unique values 0 missing
X.	numeric	83 unique values 0 missing
ATSC3m	numeric	974 unique values 0 missing
DLS_03	numeric	3 unique values 0 missing
ICR	numeric	494 unique values 0 missing
nRCONHR	numeric	4 unique values 0 missing
SM09_AEA.ri.	numeric	750 unique values 0 missing
X0	numeric	432 unique values 0 missing
ATSC3p	numeric	937 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IDDE	numeric	372 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA	numeric	776 unique values 0 missing
X0A	numeric	95 unique values 0 missing
ATSC3s	numeric	986 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
IDDM	numeric	313 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	806 unique values 0 missing
X0Av	numeric	177 unique values 0 missing
ATSC3v	numeric	954 unique values 0 missing
DLS_06	numeric	4 unique values 0 missing
IDE	numeric	661 unique values 0 missing
nRCOOR	numeric	4 unique values 0 missing
SM09_EA.dm.	numeric	286 unique values 0 missing
X0sol	numeric	659 unique values 0 missing
ATSC4e	numeric	594 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDET	numeric	982 unique values 0 missing
nRCOSR	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	879 unique values 0 missing
X0v	numeric	936 unique values 0 missing
ATSC4i	numeric	698 unique values 0 missing
DLS_cons	numeric	39 unique values 0 missing
IDM	numeric	760 unique values 0 missing
nR.Cp	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	780 unique values 0 missing
X1	numeric	739 unique values 0 missing
ATSC4m	numeric	983 unique values 0 missing
Dz	numeric	263 unique values 0 missing
IDMT	numeric	982 unique values 0 missing
nR.CRX	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	537 unique values 0 missing
X1A	numeric	68 unique values 0 missing
ATSC4p	numeric	951 unique values 0 missing
ECC	numeric	355 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nR.Cs	numeric	8 unique values 0 missing
SM10_AEA.dm.	numeric	827 unique values 0 missing
X1Av	numeric	151 unique values 0 missing
ATSC4s	numeric	991 unique values 0 missing
Eig01_AEA.bo.	numeric	537 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nR.Ct	numeric	5 unique values 0 missing
SM10_AEA.ed.	numeric	800 unique values 0 missing
X1Kup	numeric	906 unique values 0 missing
ATSC4v	numeric	964 unique values 0 missing
Eig01_AEA.dm.	numeric	645 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nR.CX2	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	748 unique values 0 missing
X1Mad	numeric	930 unique values 0 missing
ATSC5e	numeric	629 unique values 0 missing
Eig01_AEA.ed.	numeric	656 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
nRNH2	numeric	2 unique values 0 missing
SM10_EA	numeric	800 unique values 0 missing
X1MulPer	numeric	905 unique values 0 missing
ATSC5i	numeric	742 unique values 0 missing
Eig01_AEA.ri.	numeric	555 unique values 0 missing
ISIZ	numeric	60 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	812 unique values 0 missing
X1Per	numeric	884 unique values 0 missing
ATSC5m	numeric	977 unique values 0 missing
Eig01_EA	numeric	547 unique values 0 missing
IVDE	numeric	309 unique values 0 missing
nRNO2	numeric	2 unique values 0 missing
SM10_EA.dm.	numeric	533 unique values 0 missing
X1sol	numeric	867 unique values 0 missing
ATSC5p	numeric	946 unique values 0 missing
Eig01_EA.bo.	numeric	643 unique values 0 missing
IVDM	numeric	331 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	875 unique values 0 missing
X1v	numeric	914 unique values 0 missing
ATSC5s	numeric	990 unique values 0 missing
Eig01_EA.dm.	numeric	239 unique values 0 missing
JGI1	numeric	148 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	805 unique values 0 missing
X2	numeric	926 unique values 0 missing
ATSC5v	numeric	950 unique values 0 missing
Eig01_EA.ed.	numeric	827 unique values 0 missing
JGI10	numeric	18 unique values 0 missing
nROH	numeric	5 unique values 0 missing
SM11_AEA.bo.	numeric	554 unique values 0 missing
X2A	numeric	79 unique values 0 missing
ATSC6e	numeric	605 unique values 0 missing
Eig01_EA.ri.	numeric	550 unique values 0 missing
JGI2	numeric	83 unique values 0 missing
nROR	numeric	5 unique values 0 missing
SM11_AEA.dm.	numeric	833 unique values 0 missing
X2Av	numeric	126 unique values 0 missing
ATSC6i	numeric	725 unique values 0 missing
Eig02_AEA.bo.	numeric	529 unique values 0 missing
JGI3	numeric	71 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_AEA.ed.	numeric	822 unique values 0 missing
X2sol	numeric	945 unique values 0 missing
ATSC6m	numeric	979 unique values 0 missing
Eig02_AEA.dm.	numeric	640 unique values 0 missing
JGI4	numeric	54 unique values 0 missing
nRSR	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	643 unique values 0 missing
X2v	numeric	913 unique values 0 missing
ATSC6p	numeric	948 unique values 0 missing
Eig02_AEA.ed.	numeric	659 unique values 0 missing
JGI5	numeric	38 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA	numeric	813 unique values 0 missing
X3	numeric	921 unique values 0 missing
ATSC6s	numeric	989 unique values 0 missing
Eig02_AEA.ri.	numeric	537 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	837 unique values 0 missing
X3A	numeric	65 unique values 0 missing
ATSC6v	numeric	964 unique values 0 missing
Eig02_EA	numeric	537 unique values 0 missing
JGI7	numeric	30 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	276 unique values 0 missing
X3Av	numeric	97 unique values 0 missing
ATSC7e	numeric	609 unique values 0 missing
Eig02_EA.bo.	numeric	586 unique values 0 missing
JGI8	numeric	25 unique values 0 missing
NsCl	numeric	5 unique values 0 missing
SM11_EA.ed.	numeric	892 unique values 0 missing
X3sol	numeric	925 unique values 0 missing
ATSC7i	numeric	713 unique values 0 missing
Eig02_EA.dm.	numeric	245 unique values 0 missing
JGI9	numeric	22 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	823 unique values 0 missing
X3v	numeric	882 unique values 0 missing
ATSC7m	numeric	977 unique values 0 missing
Eig02_EA.ed.	numeric	833 unique values 0 missing
JGT	numeric	297 unique values 0 missing
nSK	numeric	33 unique values 0 missing
SM12_AEA.bo.	numeric	623 unique values 0 missing
X4	numeric	908 unique values 0 missing
ATSC7p	numeric	954 unique values 0 missing
Eig02_EA.ri.	numeric	540 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_AEA.dm.	numeric	853 unique values 0 missing
X4A	numeric	54 unique values 0 missing
ATSC7s	numeric	987 unique values 0 missing
Eig03_AEA.bo.	numeric	552 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_AEA.ed.	numeric	834 unique values 0 missing
X4Av	numeric	68 unique values 0 missing
ATSC7v	numeric	958 unique values 0 missing
Eig03_AEA.dm.	numeric	664 unique values 0 missing
LOC	numeric	463 unique values 0 missing
nS..O.2	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	586 unique values 0 missing
X4sol	numeric	922 unique values 0 missing
ATSC8e	numeric	569 unique values 0 missing
Eig03_AEA.ed.	numeric	700 unique values 0 missing
LPRS	numeric	978 unique values 0 missing
nSO2N	numeric	3 unique values 0 missing
SM12_EA	numeric	823 unique values 0 missing
X4v	numeric	872 unique values 0 missing
ATSC8i	numeric	713 unique values 0 missing
Eig03_AEA.ri.	numeric	571 unique values 0 missing
MATS1e	numeric	342 unique values 0 missing
nSO3	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	846 unique values 0 missing
X5	numeric	917 unique values 0 missing
ATSC8m	numeric	974 unique values 0 missing
Eig03_EA	numeric	554 unique values 0 missing
MATS1i	numeric	416 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	495 unique values 0 missing
X5A	numeric	45 unique values 0 missing
ATSC8p	numeric	946 unique values 0 missing
Eig03_EA.bo.	numeric	667 unique values 0 missing
MATS1m	numeric	205 unique values 0 missing
NssCH2	numeric	14 unique values 0 missing
SM12_EA.ed.	numeric	895 unique values 0 missing
X5Av	numeric	50 unique values 0 missing
ATSC8s	numeric	989 unique values 0 missing
Eig03_EA.dm.	numeric	205 unique values 0 missing
MATS1p	numeric	307 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	825 unique values 0 missing
X5sol	numeric	918 unique values 0 missing
ATSC8v	numeric	955 unique values 0 missing
Eig03_EA.ed.	numeric	853 unique values 0 missing
MATS1s	numeric	260 unique values 0 missing
NssNH	numeric	4 unique values 0 missing
SM13_AEA.bo.	numeric	643 unique values 0 missing
X5v	numeric	843 unique values 0 missing
BAC	numeric	91 unique values 0 missing
Eig03_EA.ri.	numeric	602 unique values 0 missing
MATS1v	numeric	171 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.dm.	numeric	876 unique values 0 missing
Xindex	numeric	301 unique values 0 missing
BBI	numeric	53 unique values 0 missing
Eig04_AEA.bo.	numeric	627 unique values 0 missing
MATS2e	numeric	439 unique values 0 missing
NssS	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	825 unique values 0 missing
XMOD	numeric	978 unique values 0 missing
BIC0	numeric	192 unique values 0 missing
Eig04_AEA.dm.	numeric	699 unique values 0 missing
MATS2i	numeric	417 unique values 0 missing
NsssCH	numeric	8 unique values 0 missing
SM13_AEA.ri.	numeric	667 unique values 0 missing
Xt	numeric	129 unique values 0 missing
BIC1	numeric	261 unique values 0 missing
Eig04_AEA.ed.	numeric	711 unique values 0 missing
MATS2m	numeric	343 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA	numeric	829 unique values 0 missing
Xu	numeric	957 unique values 0 missing
BIC2	numeric	251 unique values 0 missing
Eig04_AEA.ri.	numeric	638 unique values 0 missing
MATS2p	numeric	389 unique values 0 missing
NssssC	numeric	4 unique values 0 missing
SM13_EA.bo.	numeric	871 unique values 0 missing
Yindex	numeric	496 unique values 0 missing
BIC3	numeric	207 unique values 0 missing
Eig04_EA	numeric	623 unique values 0 missing
MATS2s	numeric	374 unique values 0 missing
nTB	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	271 unique values 0 missing
ZM1	numeric	82 unique values 0 missing
BIC4	numeric	186 unique values 0 missing
Eig04_EA.bo.	numeric	676 unique values 0 missing
MATS2v	numeric	387 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	911 unique values 0 missing
ZM1Kup	numeric	972 unique values 0 missing
BIC5	numeric	183 unique values 0 missing
Eig04_EA.dm.	numeric	160 unique values 0 missing
MATS3e	numeric	384 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	829 unique values 0 missing
ZM1Mad	numeric	984 unique values 0 missing
BID	numeric	147 unique values 0 missing
Eig04_EA.ed.	numeric	876 unique values 0 missing
MATS3i	numeric	412 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.bo.	numeric	625 unique values 0 missing
ZM1MulPer	numeric	989 unique values 0 missing
BLI	numeric	354 unique values 0 missing
Eig04_EA.ri.	numeric	650 unique values 0 missing
MATS3m	numeric	372 unique values 0 missing
ntH.Thiophenes	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	862 unique values 0 missing
ZM1Per	numeric	979 unique values 0 missing
BLTA96	numeric	377 unique values 0 missing
Eig05_AEA.bo.	numeric	637 unique values 0 missing
MATS3p	numeric	392 unique values 0 missing
NtN	numeric	5 unique values 0 missing
SM14_AEA.ed.	numeric	846 unique values 0 missing
ZM1V	numeric	214 unique values 0 missing
BLTD48	numeric	362 unique values 0 missing
Eig05_AEA.dm.	numeric	729 unique values 0 missing
MATS3s	numeric	328 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	676 unique values 0 missing
ZM2	numeric	170 unique values 0 missing
BLTF96	numeric	338 unique values 0 missing
Eig05_AEA.ed.	numeric	749 unique values 0 missing
MATS3v	numeric	392 unique values 0 missing
NtsC	numeric	5 unique values 0 missing
SM14_EA	numeric	832 unique values 0 missing
ZM2Kup	numeric	988 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	649 unique values 0 missing
MATS4e	numeric	435 unique values 0 missing
nX	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	868 unique values 0 missing
ZM2Mad	numeric	987 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_EA	numeric	643 unique values 0 missing
MATS4i	numeric	390 unique values 0 missing
O.	numeric	137 unique values 0 missing
SM14_EA.dm.	numeric	477 unique values 0 missing
ZM2MulPer	numeric	987 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	691 unique values 0 missing
MATS4m	numeric	389 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ed.	numeric	900 unique values 0 missing
ZM2Per	numeric	981 unique values 0 missing
C.	numeric	157 unique values 0 missing
Eig05_EA.dm.	numeric	119 unique values 0 missing
MATS4p	numeric	395 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM14_EA.ri.	numeric	832 unique values 0 missing
ZM2V	numeric	350 unique values 0 missing
C.001	numeric	7 unique values 0 missing
Eig05_EA.ed.	numeric	862 unique values 0 missing
MATS4s	numeric	409 unique values 0 missing
O.058	numeric	7 unique values 0 missing
SM15_AEA.bo.	numeric	609 unique values 0 missing
C.002	numeric	10 unique values 0 missing
Eig05_EA.ri.	numeric	670 unique values 0 missing
MATS4v	numeric	395 unique values 0 missing
O.059	numeric	5 unique values 0 missing
SM15_AEA.dm.	numeric	837 unique values 0 missing
C.003	numeric	6 unique values 0 missing
Eig06_AEA.bo.	numeric	632 unique values 0 missing
MATS5e	numeric	471 unique values 0 missing
O.060	numeric	6 unique values 0 missing
SM15_AEA.ed.	numeric	848 unique values 0 missing
C.004	numeric	4 unique values 0 missing
Eig06_AEA.dm.	numeric	752 unique values 0 missing
MATS5i	numeric	395 unique values 0 missing
O.061	numeric	6 unique values 0 missing
SM15_AEA.ri.	numeric	691 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.ed.	numeric	761 unique values 0 missing
MATS5m	numeric	443 unique values 0 missing
ON0	numeric	149 unique values 0 missing
SM15_EA	numeric	873 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig06_AEA.ri.	numeric	665 unique values 0 missing
MATS5p	numeric	390 unique values 0 missing
ON0V	numeric	615 unique values 0 missing
SM15_EA.bo.	numeric	876 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_EA	numeric	625 unique values 0 missing
MATS5s	numeric	457 unique values 0 missing
ON1	numeric	251 unique values 0 missing
SM15_EA.dm.	numeric	267 unique values 0 missing
C.008	numeric	5 unique values 0 missing
Eig06_EA.bo.	numeric	665 unique values 0 missing
MATS5v	numeric	410 unique values 0 missing
ON1V	numeric	809 unique values 0 missing
SM15_EA.ed.	numeric	916 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA.dm.	numeric	85 unique values 0 missing
MATS6e	numeric	524 unique values 0 missing
P.120	numeric	2 unique values 0 missing
SM15_EA.ri.	numeric	836 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	837 unique values 0 missing
MATS6i	numeric	434 unique values 0 missing
PCD	numeric	832 unique values 0 missing
SMTI	numeric	945 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	660 unique values 0 missing
MATS6m	numeric	477 unique values 0 missing
PCR	numeric	382 unique values 0 missing
SMTIV	numeric	963 unique values 0 missing
C.012	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	606 unique values 0 missing
MATS6p	numeric	440 unique values 0 missing
PDI	numeric	203 unique values 0 missing
SNar	numeric	176 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_AEA.dm.	numeric	685 unique values 0 missing
MATS6s	numeric	506 unique values 0 missing
PHI	numeric	882 unique values 0 missing
Sp	numeric	875 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	708 unique values 0 missing
MATS6v	numeric	443 unique values 0 missing
piID	numeric	906 unique values 0 missing
SpAD_AEA.bo.	numeric	977 unique values 0 missing
C.015	numeric	3 unique values 0 missing
Eig07_AEA.ri.	numeric	630 unique values 0 missing
MATS7e	numeric	521 unique values 0 missing
piPC01	numeric	83 unique values 0 missing
SpAD_AEA.dm.	numeric	977 unique values 0 missing
C.016	numeric	7 unique values 0 missing
Eig07_EA	numeric	609 unique values 0 missing
MATS7i	numeric	447 unique values 0 missing
piPC02	numeric	250 unique values 0 missing
SpAD_AEA.ed.	numeric	968 unique values 0 missing
C.017	numeric	5 unique values 0 missing
Eig07_EA.bo.	numeric	648 unique values 0 missing
MATS7m	numeric	499 unique values 0 missing
piPC03	numeric	538 unique values 0 missing
SpAD_AEA.ri.	numeric	984 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	49 unique values 0 missing
MATS7p	numeric	436 unique values 0 missing
piPC04	numeric	660 unique values 0 missing
SpAD_EA	numeric	966 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.ed.	numeric	806 unique values 0 missing
MATS7s	numeric	516 unique values 0 missing
piPC05	numeric	691 unique values 0 missing
SpAD_EA.bo.	numeric	972 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	632 unique values 0 missing
MATS7v	numeric	468 unique values 0 missing
piPC06	numeric	779 unique values 0 missing
SpAD_EA.dm.	numeric	685 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig08_AEA.bo.	numeric	613 unique values 0 missing
MATS8e	numeric	547 unique values 0 missing
piPC07	numeric	803 unique values 0 missing
SpAD_EA.ed.	numeric	980 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig08_AEA.dm.	numeric	676 unique values 0 missing
MATS8i	numeric	449 unique values 0 missing
piPC08	numeric	826 unique values 0 missing
SpAD_EA.ri.	numeric	974 unique values 0 missing
C.024	numeric	18 unique values 0 missing
Eig08_AEA.ed.	numeric	691 unique values 0 missing
MATS8m	numeric	523 unique values 0 missing
piPC09	numeric	838 unique values 0 missing
SpDiam_AEA.bo.	numeric	587 unique values 0 missing
C.025	numeric	8 unique values 0 missing
Eig08_AEA.ri.	numeric	640 unique values 0 missing
MATS8p	numeric	461 unique values 0 missing
piPC10	numeric	832 unique values 0 missing
SpDiam_AEA.dm.	numeric	647 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_EA	numeric	592 unique values 0 missing
MATS8s	numeric	515 unique values 0 missing
PJI2	numeric	14 unique values 0 missing
SpDiam_AEA.ed.	numeric	728 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	643 unique values 0 missing
MATS8v	numeric	493 unique values 0 missing
Pol	numeric	65 unique values 0 missing
SpDiam_AEA.ri.	numeric	571 unique values 0 missing
C.028	numeric	6 unique values 0 missing
Eig08_EA.dm.	numeric	22 unique values 0 missing
MAXDN	numeric	792 unique values 0 missing
Psi_e_0	numeric	881 unique values 0 missing
SpDiam_EA	numeric	550 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.ed.	numeric	758 unique values 0 missing
MAXDP	numeric	845 unique values 0 missing
Psi_e_0d	numeric	7 unique values 0 missing
SpDiam_EA.bo.	numeric	651 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	612 unique values 0 missing
MCD	numeric	193 unique values 0 missing
Psi_e_1	numeric	844 unique values 0 missing
SpDiam_EA.dm.	numeric	265 unique values 0 missing
C.031	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	629 unique values 0 missing
MDDD	numeric	932 unique values 0 missing
Psi_e_A	numeric	588 unique values 0 missing
SpDiam_EA.ed.	numeric	900 unique values 0 missing
C.032	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	650 unique values 0 missing
Me	numeric	95 unique values 0 missing
Psi_i_0	numeric	946 unique values 0 missing
SpDiam_EA.ri.	numeric	557 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	671 unique values 0 missing
Mi	numeric	75 unique values 0 missing
Psi_i_0d	numeric	5 unique values 0 missing
SPI	numeric	937 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.ri.	numeric	671 unique values 0 missing
MLOGP	numeric	862 unique values 0 missing
Psi_i_1	numeric	957 unique values 0 missing
SpMAD_AEA.bo.	numeric	185 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_EA	numeric	624 unique values 0 missing
MLOGP2	numeric	941 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.dm.	numeric	260 unique values 0 missing
C.036	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	681 unique values 0 missing
Mp	numeric	183 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_AEA.ed.	numeric	223 unique values 0 missing
C.037	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	9 unique values 0 missing
MPC01	numeric	37 unique values 0 missing
Psi_i_A	numeric	588 unique values 0 missing
SpMAD_AEA.ri.	numeric	164 unique values 0 missing
C.038	numeric	4 unique values 0 missing
Eig09_EA.ed.	numeric	753 unique values 0 missing
MPC02	numeric	53 unique values 0 missing
Psi_i_s	numeric	583 unique values 0 missing
SpMAD_EA	numeric	160 unique values 0 missing
C.039	numeric	4 unique values 0 missing
Eig09_EA.ri.	numeric	662 unique values 0 missing
MPC03	numeric	75 unique values 0 missing
Psi_i_t	numeric	11 unique values 0 missing
SpMAD_EA.bo.	numeric	405 unique values 0 missing
C.040	numeric	6 unique values 0 missing
Eig10_AEA.bo.	numeric	668 unique values 0 missing
MPC04	numeric	104 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	491 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig10_AEA.dm.	numeric	677 unique values 0 missing
MPC05	numeric	137 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	649 unique values 0 missing
C.042	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	638 unique values 0 missing
MPC06	numeric	164 unique values 0 missing
P_VSA_e_1	numeric	43 unique values 0 missing
SpMAD_EA.ri.	numeric	226 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	707 unique values 0 missing
MPC07	numeric	193 unique values 0 missing
P_VSA_e_2	numeric	981 unique values 0 missing
SpMax1_Bh.e.	numeric	273 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_EA	numeric	661 unique values 0 missing
MPC08	numeric	218 unique values 0 missing
P_VSA_e_3	numeric	335 unique values 0 missing
SpMax1_Bh.i.	numeric	277 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_EA.bo.	numeric	724 unique values 0 missing
MPC09	numeric	242 unique values 0 missing
P_VSA_e_4	numeric	5 unique values 0 missing
SpMax1_Bh.m.	numeric	419 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_EA.dm.	numeric	2 unique values 0 missing
MPC10	numeric	254 unique values 0 missing
P_VSA_e_5	numeric	201 unique values 0 missing
SpMax1_Bh.p.	numeric	324 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	754 unique values 0 missing
MSD	numeric	874 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	183 unique values 0 missing
CATS2D_01_AA	numeric	8 unique values 0 missing
Eig10_EA.ri.	numeric	687 unique values 0 missing
Mv	numeric	195 unique values 0 missing
P_VSA_i_1	numeric	38 unique values 0 missing
SpMax1_Bh.v.	numeric	292 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	679 unique values 0 missing
MW	numeric	917 unique values 0 missing
P_VSA_i_2	numeric	980 unique values 0 missing
SpMax2_Bh.e.	numeric	297 unique values 0 missing
CATS2D_01_AP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	685 unique values 0 missing
MWC01	numeric	37 unique values 0 missing
P_VSA_i_3	numeric	745 unique values 0 missing
SpMax2_Bh.i.	numeric	289 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig11_AEA.ed.	numeric	639 unique values 0 missing
MWC02	numeric	82 unique values 0 missing
P_VSA_i_4	numeric	367 unique values 0 missing
SpMax2_Bh.m.	numeric	395 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	721 unique values 0 missing
MWC03	numeric	170 unique values 0 missing
P_VSA_LogP_1	numeric	69 unique values 0 missing
SpMax2_Bh.p.	numeric	344 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_EA	numeric	656 unique values 0 missing
MWC04	numeric	351 unique values 0 missing
P_VSA_LogP_2	numeric	375 unique values 0 missing
SpMax2_Bh.s.	numeric	373 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_EA.bo.	numeric	736 unique values 0 missing
MWC05	numeric	587 unique values 0 missing
P_VSA_LogP_3	numeric	183 unique values 0 missing
SpMax2_Bh.v.	numeric	337 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
Eig11_EA.dm.	numeric	5 unique values 0 missing
MWC06	numeric	649 unique values 0 missing
P_VSA_LogP_4	numeric	597 unique values 0 missing
SpMax3_Bh.e.	numeric	465 unique values 0 missing
CATS2D_01_NL	numeric	3 unique values 0 missing
Eig11_EA.ed.	numeric	747 unique values 0 missing
MWC07	numeric	687 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

992

Number of instances (rows) of the dataset.

NumberOfFeatures

1402

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

1401

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

Dimensionality

1.41

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2KurtosisOfNumericAtts

1.36

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

2.26

Mean skewness among attributes of the numeric type.

Quartile2MeansOfNumericAtts

1.4

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

46.29

Mean standard deviation of attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2SkewnessOfNumericAtts

0.56

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.97

Minimum kurtosis among attributes of the numeric type.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.4

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

MaxKurtosisOfNumericAtts

992

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.01

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxMeansOfNumericAtts

22921.67

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

7.05

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

5.68

Third quartile of means among attributes of the numeric type.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-31.5

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.

MaxSkewnessOfNumericAtts

31.5

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

2.1

Third quartile of skewness among attributes of the numeric type.

MaxStdDevOfNumericAtts

16975.99

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.37

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.3

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

0.12

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

41.88

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

70.57

Mean of means among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.11

First quartile of skewness among attributes of the numeric type.

AutoCorrelation

0.15

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile1StdDevOfNumericAtts

0.19

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

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