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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2468

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: CHEMBL2468 (TID: 10051), and it has 1007 rows and 1386 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).

1388 features

pXC50 (target)	numeric	97 unique values 0 missing
molecule_id (row identifier)	nominal	1007 unique values 0 missing
CATS2D_08_DA	numeric	7 unique values 0 missing
GATS3p	numeric	389 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM03_AEA.ed.	numeric	529 unique values 0 missing
SpMin8_Bh.i.	numeric	487 unique values 0 missing
AAC	numeric	464 unique values 0 missing
CATS2D_08_DD	numeric	7 unique values 0 missing
GATS3s	numeric	508 unique values 0 missing
NddsN	numeric	2 unique values 0 missing
SM03_AEA.ri.	numeric	733 unique values 0 missing
SpMin8_Bh.m.	numeric	502 unique values 0 missing
AECC	numeric	701 unique values 0 missing
CATS2D_08_DL	numeric	11 unique values 0 missing
GATS3v	numeric	346 unique values 0 missing
NddssS	numeric	2 unique values 0 missing
SM03_EA	numeric	21 unique values 0 missing
SpMin8_Bh.p.	numeric	535 unique values 0 missing
ALOGP	numeric	872 unique values 0 missing
CATS2D_08_DN	numeric	3 unique values 0 missing
GATS4e	numeric	533 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM03_EA.bo.	numeric	128 unique values 0 missing
SpMin8_Bh.s.	numeric	359 unique values 0 missing
ALOGP2	numeric	948 unique values 0 missing
CATS2D_08_DP	numeric	7 unique values 0 missing
GATS4i	numeric	421 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM03_EA.dm.	numeric	66 unique values 0 missing
SpMin8_Bh.v.	numeric	515 unique values 0 missing
AMR	numeric	959 unique values 0 missing
CATS2D_08_LL	numeric	24 unique values 0 missing
GATS4m	numeric	465 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM03_EA.ed.	numeric	362 unique values 0 missing
SRW02	numeric	45 unique values 0 missing
AMW	numeric	753 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
GATS4p	numeric	451 unique values 0 missing
NdsCH	numeric	4 unique values 0 missing
SM03_EA.ri.	numeric	587 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ARR	numeric	204 unique values 0 missing
CATS2D_08_PL	numeric	7 unique values 0 missing
GATS4s	numeric	552 unique values 0 missing
NdsN	numeric	4 unique values 0 missing
SM04_AEA.bo.	numeric	571 unique values 0 missing
SRW04	numeric	144 unique values 0 missing
ATS1e	numeric	628 unique values 0 missing
CATS2D_08_PP	numeric	3 unique values 0 missing
GATS4v	numeric	410 unique values 0 missing
NdssC	numeric	9 unique values 0 missing
SM04_AEA.dm.	numeric	595 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
ATS1i	numeric	635 unique values 0 missing
CATS2D_09_AA	numeric	5 unique values 0 missing
GATS5e	numeric	638 unique values 0 missing
NdssS	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	606 unique values 0 missing
SRW06	numeric	425 unique values 0 missing
ATS1m	numeric	584 unique values 0 missing
CATS2D_09_AL	numeric	14 unique values 0 missing
GATS5i	numeric	423 unique values 0 missing
NdsssP	numeric	2 unique values 0 missing
SM04_AEA.ri.	numeric	722 unique values 0 missing
SRW07	numeric	31 unique values 0 missing
ATS1p	numeric	610 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS5m	numeric	528 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_EA	numeric	247 unique values 0 missing
SRW08	numeric	581 unique values 0 missing
ATS1s	numeric	609 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5p	numeric	463 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_EA.bo.	numeric	579 unique values 0 missing
SRW09	numeric	106 unique values 0 missing
ATS1v	numeric	607 unique values 0 missing
CATS2D_09_DA	numeric	7 unique values 0 missing
GATS5s	numeric	660 unique values 0 missing
nF	numeric	7 unique values 0 missing
SM04_EA.dm.	numeric	404 unique values 0 missing
SRW10	numeric	599 unique values 0 missing
ATS2e	numeric	656 unique values 0 missing
CATS2D_09_DD	numeric	5 unique values 0 missing
GATS5v	numeric	390 unique values 0 missing
nFuranes	numeric	3 unique values 0 missing
SM04_EA.ed.	numeric	668 unique values 0 missing
SsBr	numeric	44 unique values 0 missing
ATS2i	numeric	670 unique values 0 missing
CATS2D_09_DL	numeric	11 unique values 0 missing
GATS6e	numeric	634 unique values 0 missing
nH	numeric	41 unique values 0 missing
SM04_EA.ri.	numeric	640 unique values 0 missing
SsCH3	numeric	545 unique values 0 missing
ATS2m	numeric	607 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS6i	numeric	456 unique values 0 missing
nHAcc	numeric	16 unique values 0 missing
SM05_AEA.bo.	numeric	561 unique values 0 missing
SsCl	numeric	172 unique values 0 missing
ATS2p	numeric	623 unique values 0 missing
CATS2D_09_DP	numeric	4 unique values 0 missing
GATS6m	numeric	518 unique values 0 missing
nHDon	numeric	11 unique values 0 missing
SM05_AEA.dm.	numeric	586 unique values 0 missing
SsF	numeric	236 unique values 0 missing
ATS2s	numeric	683 unique values 0 missing
CATS2D_09_LL	numeric	24 unique values 0 missing
GATS6p	numeric	455 unique values 0 missing
nHet	numeric	17 unique values 0 missing
SM05_AEA.ed.	numeric	623 unique values 0 missing
SsI	numeric	12 unique values 0 missing
ATS2v	numeric	622 unique values 0 missing
CATS2D_09_NL	numeric	4 unique values 0 missing
GATS6s	numeric	679 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_AEA.ri.	numeric	718 unique values 0 missing
SsNH2	numeric	313 unique values 0 missing
ATS3e	numeric	660 unique values 0 missing
CATS2D_09_PL	numeric	6 unique values 0 missing
GATS6v	numeric	400 unique values 0 missing
nI	numeric	3 unique values 0 missing
SM05_EA	numeric	114 unique values 0 missing
SsOH	numeric	213 unique values 0 missing
ATS3i	numeric	662 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS7e	numeric	686 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_EA.bo.	numeric	607 unique values 0 missing
SssCH2	numeric	573 unique values 0 missing
ATS3m	numeric	644 unique values 0 missing
CENT	numeric	722 unique values 0 missing
GATS7i	numeric	478 unique values 0 missing
nIsothiazoles	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	120 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS3p	numeric	641 unique values 0 missing
Chi0_AEA.bo.	numeric	654 unique values 0 missing
GATS7m	numeric	557 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_EA.ed.	numeric	691 unique values 0 missing
SssNH	numeric	631 unique values 0 missing
ATS3s	numeric	654 unique values 0 missing
Chi0_AEA.dm.	numeric	654 unique values 0 missing
GATS7p	numeric	484 unique values 0 missing
nN	numeric	13 unique values 0 missing
SM05_EA.ri.	numeric	685 unique values 0 missing
SssO	numeric	309 unique values 0 missing
ATS3v	numeric	643 unique values 0 missing
Chi0_AEA.ed.	numeric	654 unique values 0 missing
GATS7s	numeric	697 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM06_AEA.bo.	numeric	592 unique values 0 missing
SssS	numeric	30 unique values 0 missing
ATS4e	numeric	702 unique values 0 missing
Chi0_AEA.ri.	numeric	654 unique values 0 missing
GATS7v	numeric	423 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	608 unique values 0 missing
SsssCH	numeric	237 unique values 0 missing
ATS4i	numeric	713 unique values 0 missing
Chi0_EA	numeric	654 unique values 0 missing
GATS8e	numeric	667 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	625 unique values 0 missing
SsssN	numeric	218 unique values 0 missing
ATS4m	numeric	688 unique values 0 missing
Chi0_EA.bo.	numeric	824 unique values 0 missing
GATS8i	numeric	454 unique values 0 missing
NNRS	numeric	17 unique values 0 missing
SM06_AEA.ri.	numeric	673 unique values 0 missing
SssssC	numeric	156 unique values 0 missing
ATS4p	numeric	698 unique values 0 missing
Chi0_EA.dm.	numeric	841 unique values 0 missing
GATS8m	numeric	553 unique values 0 missing
nO	numeric	9 unique values 0 missing
SM06_EA	numeric	625 unique values 0 missing
StCH	numeric	4 unique values 0 missing
ATS4s	numeric	689 unique values 0 missing
Chi0_EA.ed.	numeric	846 unique values 0 missing
GATS8p	numeric	482 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_EA.bo.	numeric	609 unique values 0 missing
StN	numeric	70 unique values 0 missing
ATS4v	numeric	682 unique values 0 missing
Chi0_EA.ri.	numeric	943 unique values 0 missing
GATS8s	numeric	682 unique values 0 missing
nOHs	numeric	3 unique values 0 missing
SM06_EA.dm.	numeric	370 unique values 0 missing
StsC	numeric	91 unique values 0 missing
ATS5e	numeric	723 unique values 0 missing
Chi1_AEA.bo.	numeric	785 unique values 0 missing
GATS8v	numeric	440 unique values 0 missing
nOHt	numeric	2 unique values 0 missing
SM06_EA.ed.	numeric	717 unique values 0 missing
Sv	numeric	891 unique values 0 missing
ATS5i	numeric	728 unique values 0 missing
Chi1_AEA.dm.	numeric	785 unique values 0 missing
GGI1	numeric	23 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM06_EA.ri.	numeric	679 unique values 0 missing
TIC0	numeric	838 unique values 0 missing
ATS5m	numeric	708 unique values 0 missing
Chi1_AEA.ed.	numeric	785 unique values 0 missing
GGI10	numeric	244 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM07_AEA.bo.	numeric	598 unique values 0 missing
TIC1	numeric	913 unique values 0 missing
ATS5p	numeric	717 unique values 0 missing
Chi1_AEA.ri.	numeric	785 unique values 0 missing
GGI2	numeric	40 unique values 0 missing
nP	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	590 unique values 0 missing
TIC2	numeric	887 unique values 0 missing
ATS5s	numeric	711 unique values 0 missing
Chi1_EA	numeric	785 unique values 0 missing
GGI3	numeric	276 unique values 0 missing
nPO4	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	663 unique values 0 missing
TIC3	numeric	764 unique values 0 missing
ATS5v	numeric	723 unique values 0 missing
Chi1_EA.bo.	numeric	856 unique values 0 missing
GGI4	numeric	624 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	674 unique values 0 missing
TIC4	numeric	723 unique values 0 missing
ATS6e	numeric	750 unique values 0 missing
Chi1_EA.dm.	numeric	855 unique values 0 missing
GGI5	numeric	464 unique values 0 missing
nPyrazoles	numeric	3 unique values 0 missing
SM07_EA	numeric	487 unique values 0 missing
TIC5	numeric	709 unique values 0 missing
ATS6i	numeric	747 unique values 0 missing
Chi1_EA.ed.	numeric	812 unique values 0 missing
GGI6	numeric	532 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	667 unique values 0 missing
TIE	numeric	993 unique values 0 missing
ATS6m	numeric	725 unique values 0 missing
Chi1_EA.ri.	numeric	946 unique values 0 missing
GGI7	numeric	466 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA.dm.	numeric	124 unique values 0 missing
TPC	numeric	681 unique values 0 missing
ATS6p	numeric	726 unique values 0 missing
CIC0	numeric	698 unique values 0 missing
GGI8	numeric	405 unique values 0 missing
nPyrimidines	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	748 unique values 0 missing
TPSA.NO.	numeric	593 unique values 0 missing
ATS6s	numeric	733 unique values 0 missing
CIC1	numeric	708 unique values 0 missing
GGI9	numeric	348 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM07_EA.ri.	numeric	709 unique values 0 missing
TPSA.Tot.	numeric	622 unique values 0 missing
ATS6v	numeric	755 unique values 0 missing
CIC2	numeric	634 unique values 0 missing
GMTI	numeric	875 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	608 unique values 0 missing
TRS	numeric	35 unique values 0 missing
ATS7e	numeric	774 unique values 0 missing
CIC3	numeric	535 unique values 0 missing
GMTIV	numeric	973 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM08_AEA.dm.	numeric	611 unique values 0 missing
TWC	numeric	632 unique values 0 missing
ATS7i	numeric	749 unique values 0 missing
CIC4	numeric	483 unique values 0 missing
GNar	numeric	233 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	672 unique values 0 missing
Uc	numeric	30 unique values 0 missing
ATS7m	numeric	755 unique values 0 missing
CIC5	numeric	477 unique values 0 missing
H.	numeric	188 unique values 0 missing
nR05	numeric	5 unique values 0 missing
SM08_AEA.ri.	numeric	686 unique values 0 missing
Ui	numeric	31 unique values 0 missing
ATS7p	numeric	756 unique values 0 missing
CID	numeric	486 unique values 0 missing
H.046	numeric	16 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_EA	numeric	673 unique values 0 missing
Uindex	numeric	878 unique values 0 missing
ATS7s	numeric	759 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.047	numeric	31 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_EA.bo.	numeric	657 unique values 0 missing
UNIP	numeric	212 unique values 0 missing
ATS7v	numeric	758 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.048	numeric	5 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	334 unique values 0 missing
VAR	numeric	234 unique values 0 missing
ATS8e	numeric	778 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.049	numeric	5 unique values 0 missing
nR09	numeric	6 unique values 0 missing
SM08_EA.ed.	numeric	746 unique values 0 missing
Vindex	numeric	243 unique values 0 missing
ATS8i	numeric	782 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.050	numeric	11 unique values 0 missing
nR10	numeric	4 unique values 0 missing
SM08_EA.ri.	numeric	723 unique values 0 missing
VvdwMG	numeric	822 unique values 0 missing
ATS8m	numeric	762 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR11	numeric	4 unique values 0 missing
SM09_AEA.bo.	numeric	398 unique values 0 missing
VvdwZAZ	numeric	904 unique values 0 missing
ATS8p	numeric	781 unique values 0 missing
CSI	numeric	613 unique values 0 missing
H.052	numeric	14 unique values 0 missing
nR12	numeric	6 unique values 0 missing
SM09_AEA.dm.	numeric	600 unique values 0 missing
Vx	numeric	822 unique values 0 missing
ATS8s	numeric	767 unique values 0 missing
DBI	numeric	51 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	673 unique values 0 missing
Wap	numeric	831 unique values 0 missing
ATS8v	numeric	772 unique values 0 missing
D.Dtr03	numeric	22 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_AEA.ri.	numeric	692 unique values 0 missing
X.	numeric	87 unique values 0 missing
ATSC1e	numeric	249 unique values 0 missing
D.Dtr04	numeric	26 unique values 0 missing
HDcpx	numeric	277 unique values 0 missing
nRCN	numeric	2 unique values 0 missing
SM09_EA	numeric	691 unique values 0 missing
X0	numeric	404 unique values 0 missing
ATSC1i	numeric	567 unique values 0 missing
D.Dtr05	numeric	664 unique values 0 missing
HNar	numeric	217 unique values 0 missing
nRC.N	numeric	3 unique values 0 missing
SM09_EA.bo.	numeric	703 unique values 0 missing
X0A	numeric	89 unique values 0 missing
ATSC1m	numeric	905 unique values 0 missing
D.Dtr06	numeric	888 unique values 0 missing
HVcpx	numeric	646 unique values 0 missing
nRCO	numeric	3 unique values 0 missing
SM09_EA.dm.	numeric	113 unique values 0 missing
X0Av	numeric	154 unique values 0 missing
ATSC1p	numeric	856 unique values 0 missing
D.Dtr07	numeric	34 unique values 0 missing
Hy	numeric	460 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.ed.	numeric	734 unique values 0 missing
X0sol	numeric	549 unique values 0 missing
ATSC1s	numeric	938 unique values 0 missing
D.Dtr08	numeric	45 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	735 unique values 0 missing
X0v	numeric	897 unique values 0 missing
ATSC1v	numeric	868 unique values 0 missing
D.Dtr09	numeric	534 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nRCONR2	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	508 unique values 0 missing
X1	numeric	681 unique values 0 missing
ATSC2e	numeric	479 unique values 0 missing
D.Dtr10	numeric	186 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	617 unique values 0 missing
X1A	numeric	57 unique values 0 missing
ATSC2i	numeric	703 unique values 0 missing
D.Dtr11	numeric	32 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	684 unique values 0 missing
X1Av	numeric	118 unique values 0 missing
ATSC2m	numeric	926 unique values 0 missing
D.Dtr12	numeric	34 unique values 0 missing
I.099	numeric	3 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ri.	numeric	699 unique values 0 missing
X1Kup	numeric	908 unique values 0 missing
ATSC2p	numeric	895 unique values 0 missing
DECC	numeric	645 unique values 0 missing
I.100	numeric	2 unique values 0 missing
nR.Cs	numeric	5 unique values 0 missing
SM10_EA	numeric	698 unique values 0 missing
X1Mad	numeric	920 unique values 0 missing
ATSC2s	numeric	984 unique values 0 missing
DELS	numeric	983 unique values 0 missing
IAC	numeric	838 unique values 0 missing
nR.Ct	numeric	4 unique values 0 missing
SM10_EA.bo.	numeric	707 unique values 0 missing
X1MulPer	numeric	911 unique values 0 missing
ATSC2v	numeric	916 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	464 unique values 0 missing
nRNH2	numeric	4 unique values 0 missing
SM10_EA.dm.	numeric	276 unique values 0 missing
X1Per	numeric	911 unique values 0 missing
ATSC3e	numeric	534 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	607 unique values 0 missing
nRNHO	numeric	2 unique values 0 missing
SM10_EA.ed.	numeric	761 unique values 0 missing
X1sol	numeric	763 unique values 0 missing
ATSC3i	numeric	726 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	652 unique values 0 missing
nRNHR	numeric	2 unique values 0 missing
SM10_EA.ri.	numeric	753 unique values 0 missing
X1v	numeric	910 unique values 0 missing
ATSC3m	numeric	960 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC3	numeric	598 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM11_AEA.bo.	numeric	518 unique values 0 missing
X2	numeric	836 unique values 0 missing
ATSC3p	numeric	928 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC4	numeric	572 unique values 0 missing
nROCON	numeric	2 unique values 0 missing
SM11_AEA.dm.	numeric	714 unique values 0 missing
X2A	numeric	66 unique values 0 missing
ATSC3s	numeric	986 unique values 0 missing
DLS_04	numeric	8 unique values 0 missing
IC5	numeric	568 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.ed.	numeric	706 unique values 0 missing
X2Av	numeric	103 unique values 0 missing
ATSC3v	numeric	939 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	509 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.ri.	numeric	454 unique values 0 missing
X2sol	numeric	840 unique values 0 missing
ATSC4e	numeric	586 unique values 0 missing
DLS_06	numeric	6 unique values 0 missing
IDDE	numeric	363 unique values 0 missing
NRS	numeric	6 unique values 0 missing
SM11_EA	numeric	705 unique values 0 missing
X2v	numeric	934 unique values 0 missing
ATSC4i	numeric	748 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	347 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_EA.bo.	numeric	711 unique values 0 missing
X3	numeric	843 unique values 0 missing
ATSC4m	numeric	978 unique values 0 missing
DLS_cons	numeric	44 unique values 0 missing
IDE	numeric	674 unique values 0 missing
nS	numeric	4 unique values 0 missing
SM11_EA.dm.	numeric	108 unique values 0 missing
X3A	numeric	58 unique values 0 missing
ATSC4p	numeric	941 unique values 0 missing
Dz	numeric	287 unique values 0 missing
IDET	numeric	889 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.ed.	numeric	766 unique values 0 missing
X3Av	numeric	66 unique values 0 missing
ATSC4s	numeric	994 unique values 0 missing
ECC	numeric	446 unique values 0 missing
IDM	numeric	729 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.ri.	numeric	766 unique values 0 missing
X3sol	numeric	850 unique values 0 missing
ATSC4v	numeric	964 unique values 0 missing
Eig01_AEA.bo.	numeric	397 unique values 0 missing
IDMT	numeric	891 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM12_AEA.bo.	numeric	575 unique values 0 missing
X3v	numeric	890 unique values 0 missing
ATSC5e	numeric	620 unique values 0 missing
Eig01_AEA.dm.	numeric	482 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
NsF	numeric	7 unique values 0 missing
SM12_AEA.dm.	numeric	755 unique values 0 missing
X4	numeric	851 unique values 0 missing
ATSC5i	numeric	760 unique values 0 missing
Eig01_AEA.ed.	numeric	476 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
NsI	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	715 unique values 0 missing
X4A	numeric	48 unique values 0 missing
ATSC5m	numeric	988 unique values 0 missing
Eig01_AEA.ri.	numeric	414 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
nSK	numeric	41 unique values 0 missing
SM12_AEA.ri.	numeric	524 unique values 0 missing
X4Av	numeric	44 unique values 0 missing
ATSC5p	numeric	958 unique values 0 missing
Eig01_EA	numeric	398 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NsNH2	numeric	5 unique values 0 missing
SM12_EA	numeric	742 unique values 0 missing
X4sol	numeric	846 unique values 0 missing
ATSC5s	numeric	988 unique values 0 missing
Eig01_EA.bo.	numeric	454 unique values 0 missing
ISIZ	numeric	73 unique values 0 missing
nSO	numeric	2 unique values 0 missing
SM12_EA.bo.	numeric	717 unique values 0 missing
X4v	numeric	869 unique values 0 missing
ATSC5v	numeric	963 unique values 0 missing
Eig01_EA.dm.	numeric	101 unique values 0 missing
IVDE	numeric	293 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_EA.dm.	numeric	255 unique values 0 missing
X5	numeric	836 unique values 0 missing
ATSC6e	numeric	587 unique values 0 missing
Eig01_EA.ed.	numeric	617 unique values 0 missing
IVDM	numeric	323 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA.ed.	numeric	767 unique values 0 missing
X5A	numeric	44 unique values 0 missing
ATSC6i	numeric	789 unique values 0 missing
Eig01_EA.ri.	numeric	438 unique values 0 missing
JGI1	numeric	142 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SM12_EA.ri.	numeric	775 unique values 0 missing
X5Av	numeric	32 unique values 0 missing
ATSC6m	numeric	988 unique values 0 missing
Eig02_AEA.bo.	numeric	467 unique values 0 missing
JGI10	numeric	20 unique values 0 missing
NssCH2	numeric	13 unique values 0 missing
SM13_AEA.bo.	numeric	609 unique values 0 missing
X5sol	numeric	833 unique values 0 missing
ATSC6p	numeric	955 unique values 0 missing
Eig02_AEA.dm.	numeric	542 unique values 0 missing
JGI2	numeric	66 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM13_AEA.dm.	numeric	782 unique values 0 missing
X5v	numeric	834 unique values 0 missing
ATSC6s	numeric	990 unique values 0 missing
Eig02_AEA.ed.	numeric	545 unique values 0 missing
JGI3	numeric	66 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.ed.	numeric	731 unique values 0 missing
Xindex	numeric	293 unique values 0 missing
ATSC6v	numeric	968 unique values 0 missing
Eig02_AEA.ri.	numeric	519 unique values 0 missing
JGI4	numeric	49 unique values 0 missing
NssO	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	570 unique values 0 missing
XMOD	numeric	949 unique values 0 missing
ATSC7e	numeric	585 unique values 0 missing
Eig02_EA	numeric	508 unique values 0 missing
JGI5	numeric	39 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_EA	numeric	737 unique values 0 missing
Xt	numeric	127 unique values 0 missing
ATSC7i	numeric	770 unique values 0 missing
Eig02_EA.bo.	numeric	524 unique values 0 missing
JGI6	numeric	30 unique values 0 missing
NsssCH	numeric	5 unique values 0 missing
SM13_EA.bo.	numeric	724 unique values 0 missing
Xu	numeric	871 unique values 0 missing
ATSC7m	numeric	977 unique values 0 missing
Eig02_EA.dm.	numeric	99 unique values 0 missing
JGI7	numeric	25 unique values 0 missing
NsssN	numeric	5 unique values 0 missing
SM13_EA.dm.	numeric	105 unique values 0 missing
Yindex	numeric	482 unique values 0 missing
ATSC7p	numeric	957 unique values 0 missing
Eig02_EA.ed.	numeric	714 unique values 0 missing
JGI8	numeric	24 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.ed.	numeric	770 unique values 0 missing
ZM1	numeric	97 unique values 0 missing
ATSC7s	numeric	979 unique values 0 missing
Eig02_EA.ri.	numeric	509 unique values 0 missing
JGI9	numeric	20 unique values 0 missing
nTB	numeric	3 unique values 0 missing
SM13_EA.ri.	numeric	788 unique values 0 missing
ZM1Kup	numeric	933 unique values 0 missing
ATSC7v	numeric	961 unique values 0 missing
Eig03_AEA.bo.	numeric	527 unique values 0 missing
JGT	numeric	269 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	604 unique values 0 missing
ZM1Mad	numeric	948 unique values 0 missing
ATSC8e	numeric	581 unique values 0 missing
Eig03_AEA.dm.	numeric	623 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
nThiazoles	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	783 unique values 0 missing
ZM1MulPer	numeric	971 unique values 0 missing
ATSC8i	numeric	761 unique values 0 missing
Eig03_AEA.ed.	numeric	597 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	734 unique values 0 missing
ZM1Per	numeric	965 unique values 0 missing
ATSC8m	numeric	970 unique values 0 missing
Eig03_AEA.ri.	numeric	567 unique values 0 missing
LOC	numeric	415 unique values 0 missing
NtN	numeric	3 unique values 0 missing
SM14_AEA.ri.	numeric	609 unique values 0 missing
ZM1V	numeric	236 unique values 0 missing
ATSC8p	numeric	934 unique values 0 missing
Eig03_EA	numeric	518 unique values 0 missing
LPRS	numeric	892 unique values 0 missing
nTriazoles	numeric	3 unique values 0 missing
SM14_EA	numeric	729 unique values 0 missing
ZM2	numeric	204 unique values 0 missing
ATSC8s	numeric	970 unique values 0 missing
Eig03_EA.bo.	numeric	570 unique values 0 missing
MATS1e	numeric	313 unique values 0 missing
NtsC	numeric	4 unique values 0 missing
SM14_EA.bo.	numeric	730 unique values 0 missing
ZM2Kup	numeric	962 unique values 0 missing
ATSC8v	numeric	955 unique values 0 missing
Eig03_EA.dm.	numeric	74 unique values 0 missing
MATS1i	numeric	437 unique values 0 missing
nX	numeric	7 unique values 0 missing
SM14_EA.dm.	numeric	234 unique values 0 missing
ZM2Mad	numeric	968 unique values 0 missing
BAC	numeric	84 unique values 0 missing
Eig03_EA.ed.	numeric	755 unique values 0 missing
MATS1m	numeric	171 unique values 0 missing
O.	numeric	100 unique values 0 missing
SM14_EA.ed.	numeric	773 unique values 0 missing
ZM2MulPer	numeric	976 unique values 0 missing
BBI	numeric	64 unique values 0 missing
Eig03_EA.ri.	numeric	549 unique values 0 missing
MATS1p	numeric	300 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	781 unique values 0 missing
ZM2Per	numeric	966 unique values 0 missing
BIC0	numeric	173 unique values 0 missing
Eig04_AEA.bo.	numeric	562 unique values 0 missing
MATS1s	numeric	288 unique values 0 missing
O.057	numeric	4 unique values 0 missing
SM15_AEA.bo.	numeric	570 unique values 0 missing
ZM2V	numeric	375 unique values 0 missing
BIC1	numeric	261 unique values 0 missing
Eig04_AEA.dm.	numeric	626 unique values 0 missing
MATS1v	numeric	179 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	794 unique values 0 missing
BIC2	numeric	215 unique values 0 missing
Eig04_AEA.ed.	numeric	632 unique values 0 missing
MATS2e	numeric	455 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	748 unique values 0 missing
BIC3	numeric	162 unique values 0 missing
Eig04_AEA.ri.	numeric	634 unique values 0 missing
MATS2i	numeric	397 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	627 unique values 0 missing
BIC4	numeric	153 unique values 0 missing
Eig04_EA	numeric	575 unique values 0 missing
MATS2m	numeric	304 unique values 0 missing
O.061	numeric	3 unique values 0 missing
SM15_EA	numeric	754 unique values 0 missing
BIC5	numeric	147 unique values 0 missing
Eig04_EA.bo.	numeric	609 unique values 0 missing
MATS2p	numeric	353 unique values 0 missing
ON0	numeric	166 unique values 0 missing
SM15_EA.bo.	numeric	719 unique values 0 missing
BID	numeric	156 unique values 0 missing
Eig04_EA.dm.	numeric	59 unique values 0 missing
MATS2s	numeric	397 unique values 0 missing
ON0V	numeric	680 unique values 0 missing
SM15_EA.dm.	numeric	101 unique values 0 missing
BLI	numeric	279 unique values 0 missing
Eig04_EA.ed.	numeric	782 unique values 0 missing
MATS2v	numeric	353 unique values 0 missing
ON1	numeric	278 unique values 0 missing
SM15_EA.ed.	numeric	787 unique values 0 missing
BLTA96	numeric	359 unique values 0 missing
Eig04_EA.ri.	numeric	643 unique values 0 missing
MATS3e	numeric	364 unique values 0 missing
ON1V	numeric	803 unique values 0 missing
SM15_EA.ri.	numeric	812 unique values 0 missing
BLTD48	numeric	345 unique values 0 missing
Eig05_AEA.bo.	numeric	593 unique values 0 missing
MATS3i	numeric	368 unique values 0 missing
P.117	numeric	2 unique values 0 missing
SMTI	numeric	875 unique values 0 missing
BLTF96	numeric	323 unique values 0 missing
Eig05_AEA.dm.	numeric	669 unique values 0 missing
MATS3m	numeric	335 unique values 0 missing
PCD	numeric	751 unique values 0 missing
SMTIV	numeric	964 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_AEA.ed.	numeric	659 unique values 0 missing
MATS3p	numeric	361 unique values 0 missing
PCR	numeric	328 unique values 0 missing
SNar	numeric	183 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	641 unique values 0 missing
MATS3s	numeric	329 unique values 0 missing
PDI	numeric	197 unique values 0 missing
Sp	numeric	841 unique values 0 missing
C.	numeric	157 unique values 0 missing
Eig05_EA	numeric	609 unique values 0 missing
MATS3v	numeric	360 unique values 0 missing
PHI	numeric	840 unique values 0 missing
SpAD_AEA.bo.	numeric	897 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_EA.bo.	numeric	627 unique values 0 missing
MATS4e	numeric	409 unique values 0 missing
piID	numeric	817 unique values 0 missing
SpAD_AEA.dm.	numeric	954 unique values 0 missing
C.002	numeric	10 unique values 0 missing
Eig05_EA.dm.	numeric	29 unique values 0 missing
MATS4i	numeric	379 unique values 0 missing
piPC01	numeric	103 unique values 0 missing
SpAD_AEA.ed.	numeric	882 unique values 0 missing
C.003	numeric	4 unique values 0 missing
Eig05_EA.ed.	numeric	783 unique values 0 missing
MATS4m	numeric	414 unique values 0 missing
piPC02	numeric	281 unique values 0 missing
SpAD_AEA.ri.	numeric	974 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig05_EA.ri.	numeric	677 unique values 0 missing
MATS4p	numeric	409 unique values 0 missing
piPC03	numeric	527 unique values 0 missing
SpAD_EA	numeric	879 unique values 0 missing
C.005	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	596 unique values 0 missing
MATS4s	numeric	381 unique values 0 missing
piPC04	numeric	593 unique values 0 missing
SpAD_EA.bo.	numeric	897 unique values 0 missing
C.006	numeric	10 unique values 0 missing
Eig06_AEA.dm.	numeric	704 unique values 0 missing
MATS4v	numeric	418 unique values 0 missing
piPC05	numeric	611 unique values 0 missing
SpAD_EA.dm.	numeric	405 unique values 0 missing
C.007	numeric	3 unique values 0 missing
Eig06_AEA.ed.	numeric	676 unique values 0 missing
MATS5e	numeric	436 unique values 0 missing
piPC06	numeric	689 unique values 0 missing
SpAD_EA.ed.	numeric	890 unique values 0 missing
C.008	numeric	4 unique values 0 missing
Eig06_AEA.ri.	numeric	693 unique values 0 missing
MATS5i	numeric	383 unique values 0 missing
piPC07	numeric	705 unique values 0 missing
SpAD_EA.ri.	numeric	979 unique values 0 missing
C.009	numeric	3 unique values 0 missing
Eig06_EA	numeric	604 unique values 0 missing
MATS5m	numeric	417 unique values 0 missing
piPC08	numeric	729 unique values 0 missing
SpDiam_AEA.bo.	numeric	485 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.bo.	numeric	631 unique values 0 missing
MATS5p	numeric	396 unique values 0 missing
piPC09	numeric	741 unique values 0 missing
SpDiam_AEA.dm.	numeric	484 unique values 0 missing
C.011	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	21 unique values 0 missing
MATS5s	numeric	384 unique values 0 missing
piPC10	numeric	744 unique values 0 missing
SpDiam_AEA.ed.	numeric	582 unique values 0 missing
C.012	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	794 unique values 0 missing
MATS5v	numeric	403 unique values 0 missing
PJI2	numeric	17 unique values 0 missing
SpDiam_AEA.ri.	numeric	446 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	676 unique values 0 missing
MATS6e	numeric	460 unique values 0 missing
Pol	numeric	71 unique values 0 missing
SpDiam_EA	numeric	398 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.bo.	numeric	588 unique values 0 missing
MATS6i	numeric	407 unique values 0 missing
Psi_e_0	numeric	888 unique values 0 missing
SpDiam_EA.bo.	numeric	455 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	661 unique values 0 missing
MATS6m	numeric	414 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	113 unique values 0 missing
C.016	numeric	4 unique values 0 missing
Eig07_AEA.ed.	numeric	665 unique values 0 missing
MATS6p	numeric	408 unique values 0 missing
Psi_e_1	numeric	865 unique values 0 missing
SpDiam_EA.ed.	numeric	668 unique values 0 missing
C.017	numeric	4 unique values 0 missing
Eig07_AEA.ri.	numeric	658 unique values 0 missing
MATS6s	numeric	418 unique values 0 missing
Psi_e_A	numeric	539 unique values 0 missing
SpDiam_EA.ri.	numeric	448 unique values 0 missing
C.018	numeric	2 unique values 0 missing
Eig07_EA	numeric	570 unique values 0 missing
MATS6v	numeric	406 unique values 0 missing
Psi_i_0	numeric	916 unique values 0 missing
SPI	numeric	853 unique values 0 missing
C.019	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	617 unique values 0 missing
MATS7e	numeric	516 unique values 0 missing
Psi_i_0d	numeric	7 unique values 0 missing
SpMAD_AEA.bo.	numeric	165 unique values 0 missing
C.020	numeric	3 unique values 0 missing
Eig07_EA.dm.	numeric	13 unique values 0 missing
MATS7i	numeric	437 unique values 0 missing
Psi_i_1	numeric	924 unique values 0 missing
SpMAD_AEA.dm.	numeric	217 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	751 unique values 0 missing
MATS7m	numeric	467 unique values 0 missing
Psi_i_1d	numeric	6 unique values 0 missing
SpMAD_AEA.ed.	numeric	195 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	654 unique values 0 missing
MATS7p	numeric	431 unique values 0 missing
Psi_i_A	numeric	539 unique values 0 missing
SpMAD_AEA.ri.	numeric	158 unique values 0 missing
C.024	numeric	17 unique values 0 missing
Eig08_AEA.bo.	numeric	578 unique values 0 missing
MATS7s	numeric	502 unique values 0 missing
Psi_i_s	numeric	612 unique values 0 missing
SpMAD_EA	numeric	150 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.dm.	numeric	639 unique values 0 missing
MATS7v	numeric	430 unique values 0 missing
Psi_i_t	numeric	17 unique values 0 missing
SpMAD_EA.bo.	numeric	347 unique values 0 missing
C.026	numeric	9 unique values 0 missing
Eig08_AEA.ed.	numeric	639 unique values 0 missing
MATS8e	numeric	512 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.dm.	numeric	351 unique values 0 missing
C.027	numeric	5 unique values 0 missing
Eig08_AEA.ri.	numeric	654 unique values 0 missing
MATS8i	numeric	431 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMAD_EA.ed.	numeric	555 unique values 0 missing
C.028	numeric	5 unique values 0 missing
Eig08_EA	numeric	577 unique values 0 missing
MATS8m	numeric	490 unique values 0 missing
P_VSA_e_1	numeric	41 unique values 0 missing
SpMAD_EA.ri.	numeric	197 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	621 unique values 0 missing
MATS8p	numeric	463 unique values 0 missing
P_VSA_e_2	numeric	925 unique values 0 missing
SpMax1_Bh.e.	numeric	256 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	9 unique values 0 missing
MATS8s	numeric	493 unique values 0 missing
P_VSA_e_3	numeric	333 unique values 0 missing
SpMax1_Bh.i.	numeric	254 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	733 unique values 0 missing
MATS8v	numeric	454 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.m.	numeric	340 unique values 0 missing
C.032	numeric	3 unique values 0 missing
Eig08_EA.ri.	numeric	644 unique values 0 missing
MAXDN	numeric	790 unique values 0 missing
P_VSA_e_5	numeric	100 unique values 0 missing
SpMax1_Bh.p.	numeric	287 unique values 0 missing
C.033	numeric	4 unique values 0 missing
Eig09_AEA.bo.	numeric	586 unique values 0 missing
MAXDP	numeric	867 unique values 0 missing
P_VSA_e_6	numeric	7 unique values 0 missing
SpMax1_Bh.s.	numeric	188 unique values 0 missing
C.034	numeric	5 unique values 0 missing
Eig09_AEA.dm.	numeric	645 unique values 0 missing
MCD	numeric	193 unique values 0 missing
P_VSA_i_1	numeric	21 unique values 0 missing
SpMax1_Bh.v.	numeric	268 unique values 0 missing
C.035	numeric	3 unique values 0 missing
Eig09_AEA.ed.	numeric	619 unique values 0 missing
MDDD	numeric	861 unique values 0 missing
P_VSA_i_2	numeric	922 unique values 0 missing
SpMax2_Bh.e.	numeric	313 unique values 0 missing
C.036	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	644 unique values 0 missing
Me	numeric	84 unique values 0 missing
P_VSA_i_3	numeric	516 unique values 0 missing
SpMax2_Bh.i.	numeric	308 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_EA	numeric	567 unique values 0 missing
Mi	numeric	78 unique values 0 missing
P_VSA_i_4	numeric	421 unique values 0 missing
SpMax2_Bh.m.	numeric	382 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	637 unique values 0 missing
MLOGP	numeric	776 unique values 0 missing
P_VSA_LogP_1	numeric	54 unique values 0 missing
SpMax2_Bh.p.	numeric	347 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.dm.	numeric	3 unique values 0 missing
MLOGP2	numeric	866 unique values 0 missing
P_VSA_LogP_2	numeric	273 unique values 0 missing
SpMax2_Bh.s.	numeric	360 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_EA.ed.	numeric	722 unique values 0 missing
Mp	numeric	166 unique values 0 missing
P_VSA_LogP_3	numeric	213 unique values 0 missing
SpMax2_Bh.v.	numeric	332 unique values 0 missing
C.041	numeric	5 unique values 0 missing
Eig09_EA.ri.	numeric	631 unique values 0 missing
MPC01	numeric	45 unique values 0 missing
P_VSA_LogP_4	numeric	449 unique values 0 missing
SpMax3_Bh.e.	numeric	456 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig10_AEA.bo.	numeric	603 unique values 0 missing
MPC02	numeric	64 unique values 0 missing
P_VSA_LogP_5	numeric	771 unique values 0 missing
SpMax3_Bh.i.	numeric	440 unique values 0 missing
C.043	numeric	4 unique values 0 missing
Eig10_AEA.dm.	numeric	635 unique values 0 missing
MPC03	numeric	84 unique values 0 missing
P_VSA_LogP_6	numeric	223 unique values 0 missing
SpMax3_Bh.m.	numeric	473 unique values 0 missing
C.044	numeric	4 unique values 0 missing
Eig10_AEA.ed.	numeric	615 unique values 0 missing
MPC04	numeric	108 unique values 0 missing
P_VSA_LogP_7	numeric	112 unique values 0 missing
SpMax3_Bh.p.	numeric	480 unique values 0 missing
CATS2D_00_DD	numeric	5 unique values 0 missing
Eig10_AEA.ri.	numeric	651 unique values 0 missing
MPC05	numeric	144 unique values 0 missing
P_VSA_LogP_8	numeric	23 unique values 0 missing
SpMax3_Bh.s.	numeric	469 unique values 0 missing
CATS2D_00_DP	numeric	5 unique values 0 missing
Eig10_EA	numeric	595 unique values 0 missing
MPC06	numeric	174 unique values 0 missing
P_VSA_m_1	numeric	40 unique values 0 missing
SpMax3_Bh.v.	numeric	485 unique values 0 missing
CATS2D_00_PP	numeric	5 unique values 0 missing
Eig10_EA.bo.	numeric	636 unique values 0 missing
MPC07	numeric	209 unique values 0 missing
P_VSA_m_2	numeric	932 unique values 0 missing
SpMax4_Bh.e.	numeric	557 unique values 0 missing
CATS2D_01_AA	numeric	5 unique values 0 missing
Eig10_EA.dm.	numeric	5 unique values 0 missing
MPC08	numeric	250 unique values 0 missing
P_VSA_m_3	numeric	167 unique values 0 missing
SpMax4_Bh.i.	numeric	538 unique values 0 missing
CATS2D_01_AN	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	718 unique values 0 missing
MPC09	numeric	281 unique values 0 missing
P_VSA_m_4	numeric	31 unique values 0 missing
SpMax4_Bh.m.	numeric	573 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	651 unique values 0 missing
MPC10	numeric	307 unique values 0 missing
P_VSA_m_5	numeric	5 unique values 0 missing
SpMax4_Bh.p.	numeric	583 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig11_AEA.bo.	numeric	599 unique values 0 missing
MSD	numeric	827 unique values 0 missing
P_VSA_MR_1	numeric	102 unique values 0 missing
SpMax4_Bh.s.	numeric	567 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.dm.	numeric	621 unique values 0 missing
Mv	numeric	169 unique values 0 missing
P_VSA_MR_2	numeric	205 unique values 0 missing
SpMax4_Bh.v.	numeric	586 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.ed.	numeric	594 unique values 0 missing
MW	numeric	876 unique values 0 missing
P_VSA_MR_3	numeric	18 unique values 0 missing
SpMax5_Bh.e.	numeric	561 unique values 0 missing
CATS2D_01_LL	numeric	24 unique values 0 missing
Eig11_AEA.ri.	numeric	667 unique values 0 missing
MWC01	numeric	45 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMax5_Bh.i.	numeric	534 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_EA	numeric	586 unique values 0 missing
MWC02	numeric	97 unique values 0 missing
P_VSA_MR_5	numeric	783 unique values 0 missing
SpMax5_Bh.m.	numeric	582 unique values 0 missing
CATS2D_02_AA	numeric	7 unique values 0 missing
Eig11_EA.bo.	numeric	634 unique values 0 missing
MWC03	numeric	204 unique values 0 missing
P_VSA_MR_6	numeric	842 unique values 0 missing
SpMax5_Bh.p.	numeric	560 unique values 0 missing
CATS2D_02_AL	numeric	16 unique values 0 missing
Eig11_EA.dm.	numeric	6 unique values 0 missing
MWC04	numeric	391 unique values 0 missing
P_VSA_MR_7	numeric	165 unique values 0 missing
SpMax5_Bh.s.	numeric	626 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	673 unique values 0 missing
MWC05	numeric	559 unique values 0 missing
P_VSA_MR_8	numeric	23 unique values 0 missing
SpMax5_Bh.v.	numeric	562 unique values 0 missing
CATS2D_02_AP	numeric	6 unique values 0 missing
Eig11_EA.ri.	numeric	656 unique values 0 missing
MWC06	numeric	598 unique values 0 missing
P_VSA_p_1	numeric	117 unique values 0 missing
SpMax6_Bh.e.	numeric	564 unique values 0 missing
CATS2D_02_DA	numeric	10 unique values 0 missing
Eig12_AEA.bo.	numeric	597 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1007

Number of instances (rows) of the dataset.

NumberOfFeatures

1388

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

1387

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

1.73

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

Dimensionality

1.38

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.56

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

EquivalentNumberOfAtts

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

MeanSkewnessOfNumericAtts

2.01

Mean skewness among attributes of the numeric type.

Quartile2MutualInformation

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

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

112.91

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.45

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

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.42

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.89

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

1007

Maximum kurtosis among attributes of the numeric type.

MinMutualInformation

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

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

9.33

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

35559.27

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.93

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

5.79

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-31.73

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.07

Percentage of nominal attributes.

Quartile3MutualInformation

Third quartile of mutual information between the nominal attributes and the target attribute.

MaxNominalAttDistinctValues

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

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

2.05

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

31.73

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.48

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.33

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

MaxStdDevOfNumericAtts

80384.59

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.19

First quartile of means among attributes of the numeric type.

StdvNominalAttDistinctValues

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

MeanAttributeEntropy

Average entropy of the attributes.

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

First quartile of mutual information between the nominal attributes and the target attribute.

MeanKurtosisOfNumericAtts

37.51

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.4

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

105.29

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.2

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

AutoCorrelation

0.3

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

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