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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3105

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: CHEMBL3105 (TID: 11663), and it has 1295 rows and 1384 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).

1386 features

pXC50 (target)	numeric	523 unique values 0 missing
molecule_id (row identifier)	nominal	1295 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS3p	numeric	358 unique values 0 missing
NdCH2	numeric	2 unique values 0 missing
SM03_EA.dm.	numeric	54 unique values 0 missing
SpMin8_Bh.v.	numeric	609 unique values 0 missing
AAC	numeric	381 unique values 0 missing
CATS2D_08_DP	numeric	3 unique values 0 missing
GATS3s	numeric	427 unique values 0 missing
NddsN	numeric	3 unique values 0 missing
SM03_EA.ed.	numeric	315 unique values 0 missing
SRW02	numeric	42 unique values 0 missing
AECC	numeric	574 unique values 0 missing
CATS2D_08_LL	numeric	20 unique values 0 missing
GATS3v	numeric	307 unique values 0 missing
NddssS	numeric	3 unique values 0 missing
SM03_EA.ri.	numeric	463 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
ALOGP	numeric	1010 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
GATS4e	numeric	562 unique values 0 missing
NdNH	numeric	2 unique values 0 missing
SM04_AEA.bo.	numeric	584 unique values 0 missing
SRW04	numeric	126 unique values 0 missing
ALOGP2	numeric	1109 unique values 0 missing
CATS2D_08_PL	numeric	5 unique values 0 missing
GATS4i	numeric	404 unique values 0 missing
NdO	numeric	6 unique values 0 missing
SM04_AEA.dm.	numeric	498 unique values 0 missing
SRW05	numeric	8 unique values 0 missing
AMR	numeric	1143 unique values 0 missing
CATS2D_08_PN	numeric	2 unique values 0 missing
GATS4m	numeric	454 unique values 0 missing
NdS	numeric	2 unique values 0 missing
SM04_AEA.ed.	numeric	524 unique values 0 missing
SRW06	numeric	396 unique values 0 missing
AMW	numeric	653 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS4p	numeric	400 unique values 0 missing
NdsCH	numeric	5 unique values 0 missing
SM04_AEA.ri.	numeric	625 unique values 0 missing
SRW07	numeric	28 unique values 0 missing
ARR	numeric	181 unique values 0 missing
CATS2D_09_AL	numeric	16 unique values 0 missing
GATS4s	numeric	672 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
SM04_EA	numeric	234 unique values 0 missing
SRW08	numeric	554 unique values 0 missing
ATS1e	numeric	622 unique values 0 missing
CATS2D_09_AN	numeric	2 unique values 0 missing
GATS4v	numeric	385 unique values 0 missing
NdssC	numeric	8 unique values 0 missing
SM04_EA.bo.	numeric	592 unique values 0 missing
SRW09	numeric	93 unique values 0 missing
ATS1i	numeric	654 unique values 0 missing
CATS2D_09_AP	numeric	4 unique values 0 missing
GATS5e	numeric	677 unique values 0 missing
Neoplastic.50	numeric	2 unique values 0 missing
SM04_EA.dm.	numeric	371 unique values 0 missing
SRW10	numeric	564 unique values 0 missing
ATS1m	numeric	640 unique values 0 missing
CATS2D_09_DA	numeric	6 unique values 0 missing
GATS5i	numeric	421 unique values 0 missing
Neoplastic.80	numeric	2 unique values 0 missing
SM04_EA.ed.	numeric	633 unique values 0 missing
SsBr	numeric	15 unique values 0 missing
ATS1p	numeric	629 unique values 0 missing
CATS2D_09_DD	numeric	3 unique values 0 missing
GATS5m	numeric	508 unique values 0 missing
nF	numeric	6 unique values 0 missing
SM04_EA.ri.	numeric	692 unique values 0 missing
SsCH3	numeric	458 unique values 0 missing
ATS1s	numeric	672 unique values 0 missing
CATS2D_09_DL	numeric	7 unique values 0 missing
GATS5p	numeric	453 unique values 0 missing
nFuranes	numeric	2 unique values 0 missing
SM05_AEA.bo.	numeric	593 unique values 0 missing
SsCl	numeric	108 unique values 0 missing
ATS1v	numeric	627 unique values 0 missing
CATS2D_09_DN	numeric	2 unique values 0 missing
GATS5s	numeric	715 unique values 0 missing
nH	numeric	34 unique values 0 missing
SM05_AEA.dm.	numeric	519 unique values 0 missing
SsF	numeric	263 unique values 0 missing
ATS2e	numeric	693 unique values 0 missing
CATS2D_09_DP	numeric	3 unique values 0 missing
GATS5v	numeric	436 unique values 0 missing
nHAcc	numeric	15 unique values 0 missing
SM05_AEA.ed.	numeric	585 unique values 0 missing
SsI	numeric	5 unique values 0 missing
ATS2i	numeric	723 unique values 0 missing
CATS2D_09_LL	numeric	19 unique values 0 missing
GATS6e	numeric	738 unique values 0 missing
nHDon	numeric	8 unique values 0 missing
SM05_AEA.ri.	numeric	628 unique values 0 missing
SsNH2	numeric	243 unique values 0 missing
ATS2m	numeric	676 unique values 0 missing
CATS2D_09_NL	numeric	3 unique values 0 missing
GATS6i	numeric	492 unique values 0 missing
nHet	numeric	15 unique values 0 missing
SM05_EA	numeric	119 unique values 0 missing
SsOH	numeric	224 unique values 0 missing
ATS2p	numeric	672 unique values 0 missing
CATS2D_09_NN	numeric	2 unique values 0 missing
GATS6m	numeric	514 unique values 0 missing
nHM	numeric	5 unique values 0 missing
SM05_EA.bo.	numeric	580 unique values 0 missing
SssCH2	numeric	962 unique values 0 missing
ATS2s	numeric	718 unique values 0 missing
CATS2D_09_PL	numeric	4 unique values 0 missing
GATS6p	numeric	468 unique values 0 missing
nI	numeric	2 unique values 0 missing
SM05_EA.dm.	numeric	121 unique values 0 missing
SsSH	numeric	2 unique values 0 missing
ATS2v	numeric	676 unique values 0 missing
CATS2D_09_PP	numeric	2 unique values 0 missing
GATS6s	numeric	764 unique values 0 missing
nImidazoles	numeric	3 unique values 0 missing
SM05_EA.ed.	numeric	627 unique values 0 missing
SssNH	numeric	687 unique values 0 missing
ATS3e	numeric	751 unique values 0 missing
CENT	numeric	671 unique values 0 missing
GATS6v	numeric	452 unique values 0 missing
nIsoxazoles	numeric	2 unique values 0 missing
SM05_EA.ri.	numeric	695 unique values 0 missing
SssO	numeric	176 unique values 0 missing
ATS3i	numeric	775 unique values 0 missing
Chi0_AEA.bo.	numeric	534 unique values 0 missing
GATS7e	numeric	768 unique values 0 missing
nN	numeric	10 unique values 0 missing
SM06_AEA.bo.	numeric	606 unique values 0 missing
SssS	numeric	48 unique values 0 missing
ATS3m	numeric	742 unique values 0 missing
Chi0_AEA.dm.	numeric	534 unique values 0 missing
GATS7i	numeric	498 unique values 0 missing
nN.	numeric	2 unique values 0 missing
SM06_AEA.dm.	numeric	514 unique values 0 missing
SsssCH	numeric	341 unique values 0 missing
ATS3p	numeric	736 unique values 0 missing
Chi0_AEA.ed.	numeric	534 unique values 0 missing
GATS7m	numeric	517 unique values 0 missing
nN.C.N.	numeric	2 unique values 0 missing
SM06_AEA.ed.	numeric	541 unique values 0 missing
SsssN	numeric	594 unique values 0 missing
ATS3s	numeric	761 unique values 0 missing
Chi0_AEA.ri.	numeric	534 unique values 0 missing
GATS7p	numeric	522 unique values 0 missing
nN.CO.2	numeric	2 unique values 0 missing
SM06_AEA.ri.	numeric	629 unique values 0 missing
SssssC	numeric	122 unique values 0 missing
ATS3v	numeric	723 unique values 0 missing
Chi0_EA	numeric	534 unique values 0 missing
GATS7s	numeric	791 unique values 0 missing
nN.N	numeric	2 unique values 0 missing
SM06_EA	numeric	571 unique values 0 missing
SssssN.	numeric	4 unique values 0 missing
ATS4e	numeric	799 unique values 0 missing
Chi0_EA.bo.	numeric	863 unique values 0 missing
GATS7v	numeric	471 unique values 0 missing
nNq	numeric	2 unique values 0 missing
SM06_EA.bo.	numeric	655 unique values 0 missing
SssssSi	numeric	2 unique values 0 missing
ATS4i	numeric	805 unique values 0 missing
Chi0_EA.dm.	numeric	861 unique values 0 missing
GATS8e	numeric	746 unique values 0 missing
NNRS	numeric	13 unique values 0 missing
SM06_EA.dm.	numeric	357 unique values 0 missing
StCH	numeric	2 unique values 0 missing
ATS4m	numeric	766 unique values 0 missing
Chi0_EA.ed.	numeric	821 unique values 0 missing
GATS8i	numeric	517 unique values 0 missing
nO	numeric	8 unique values 0 missing
SM06_EA.ed.	numeric	628 unique values 0 missing
StN	numeric	14 unique values 0 missing
ATS4p	numeric	778 unique values 0 missing
Chi0_EA.ri.	numeric	1126 unique values 0 missing
GATS8m	numeric	596 unique values 0 missing
nOHp	numeric	3 unique values 0 missing
SM06_EA.ri.	numeric	731 unique values 0 missing
StsC	numeric	16 unique values 0 missing
ATS4s	numeric	811 unique values 0 missing
Chi1_AEA.bo.	numeric	679 unique values 0 missing
GATS8p	numeric	515 unique values 0 missing
nOHs	numeric	4 unique values 0 missing
SM07_AEA.bo.	numeric	591 unique values 0 missing
Sv	numeric	807 unique values 0 missing
ATS4v	numeric	788 unique values 0 missing
Chi1_AEA.dm.	numeric	679 unique values 0 missing
GATS8s	numeric	828 unique values 0 missing
nOxazoles	numeric	2 unique values 0 missing
SM07_AEA.dm.	numeric	552 unique values 0 missing
TIC0	numeric	740 unique values 0 missing
ATS5e	numeric	854 unique values 0 missing
Chi1_AEA.ed.	numeric	679 unique values 0 missing
GATS8v	numeric	499 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SM07_AEA.ed.	numeric	591 unique values 0 missing
TIC1	numeric	1024 unique values 0 missing
ATS5i	numeric	853 unique values 0 missing
Chi1_AEA.ri.	numeric	679 unique values 0 missing
GGI1	numeric	20 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SM07_AEA.ri.	numeric	607 unique values 0 missing
TIC2	numeric	1039 unique values 0 missing
ATS5m	numeric	854 unique values 0 missing
Chi1_EA	numeric	679 unique values 0 missing
GGI10	numeric	194 unique values 0 missing
nPyrazines	numeric	2 unique values 0 missing
SM07_EA	numeric	461 unique values 0 missing
TIC3	numeric	838 unique values 0 missing
ATS5p	numeric	827 unique values 0 missing
Chi1_EA.bo.	numeric	929 unique values 0 missing
GGI2	numeric	45 unique values 0 missing
nPyrazoles	numeric	2 unique values 0 missing
SM07_EA.bo.	numeric	680 unique values 0 missing
TIC4	numeric	702 unique values 0 missing
ATS5s	numeric	834 unique values 0 missing
Chi1_EA.dm.	numeric	918 unique values 0 missing
GGI3	numeric	237 unique values 0 missing
nPyridazines	numeric	2 unique values 0 missing
SM07_EA.dm.	numeric	141 unique values 0 missing
TIC5	numeric	687 unique values 0 missing
ATS5v	numeric	831 unique values 0 missing
Chi1_EA.ed.	numeric	789 unique values 0 missing
GGI4	numeric	508 unique values 0 missing
nPyridines	numeric	3 unique values 0 missing
SM07_EA.ed.	numeric	682 unique values 0 missing
TIE	numeric	1257 unique values 0 missing
ATS6e	numeric	886 unique values 0 missing
Chi1_EA.ri.	numeric	1167 unique values 0 missing
GGI5	numeric	390 unique values 0 missing
nPyrimidines	numeric	2 unique values 0 missing
SM07_EA.ri.	numeric	773 unique values 0 missing
TPC	numeric	571 unique values 0 missing
ATS6i	numeric	901 unique values 0 missing
CIC0	numeric	598 unique values 0 missing
GGI6	numeric	469 unique values 0 missing
nPyrroles	numeric	3 unique values 0 missing
SM08_AEA.bo.	numeric	610 unique values 0 missing
TPSA.NO.	numeric	389 unique values 0 missing
ATS6m	numeric	861 unique values 0 missing
CIC1	numeric	756 unique values 0 missing
GGI7	numeric	393 unique values 0 missing
nPyrrolidines	numeric	3 unique values 0 missing
SM08_AEA.dm.	numeric	535 unique values 0 missing
TPSA.Tot.	numeric	414 unique values 0 missing
ATS6p	numeric	870 unique values 0 missing
CIC2	numeric	672 unique values 0 missing
GGI8	numeric	354 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SM08_AEA.ed.	numeric	602 unique values 0 missing
TRS	numeric	30 unique values 0 missing
ATS6s	numeric	876 unique values 0 missing
CIC3	numeric	536 unique values 0 missing
GGI9	numeric	302 unique values 0 missing
nR04	numeric	2 unique values 0 missing
SM08_AEA.ri.	numeric	638 unique values 0 missing
TWC	numeric	583 unique values 0 missing
ATS6v	numeric	883 unique values 0 missing
CIC4	numeric	454 unique values 0 missing
GMTI	numeric	864 unique values 0 missing
nR05	numeric	6 unique values 0 missing
SM08_EA	numeric	619 unique values 0 missing
Uc	numeric	27 unique values 0 missing
ATS7e	numeric	866 unique values 0 missing
CIC5	numeric	453 unique values 0 missing
GMTIV	numeric	1213 unique values 0 missing
nR06	numeric	7 unique values 0 missing
SM08_EA.bo.	numeric	695 unique values 0 missing
Ui	numeric	27 unique values 0 missing
ATS7i	numeric	859 unique values 0 missing
CID	numeric	460 unique values 0 missing
GNar	numeric	211 unique values 0 missing
nR07	numeric	2 unique values 0 missing
SM08_EA.dm.	numeric	331 unique values 0 missing
Uindex	numeric	867 unique values 0 missing
ATS7m	numeric	887 unique values 0 missing
Cl.086	numeric	2 unique values 0 missing
H.	numeric	173 unique values 0 missing
nR08	numeric	3 unique values 0 missing
SM08_EA.ed.	numeric	677 unique values 0 missing
UNIP	numeric	198 unique values 0 missing
ATS7p	numeric	868 unique values 0 missing
Cl.089	numeric	4 unique values 0 missing
H.046	numeric	17 unique values 0 missing
nR09	numeric	5 unique values 0 missing
SM08_EA.ri.	numeric	776 unique values 0 missing
VAR	numeric	194 unique values 0 missing
ATS7s	numeric	860 unique values 0 missing
Cl.090	numeric	2 unique values 0 missing
H.047	numeric	27 unique values 0 missing
nR10	numeric	5 unique values 0 missing
SM09_AEA.bo.	numeric	316 unique values 0 missing
Vindex	numeric	245 unique values 0 missing
ATS7v	numeric	867 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
H.048	numeric	4 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SM09_AEA.dm.	numeric	577 unique values 0 missing
VvdwMG	numeric	782 unique values 0 missing
ATS8e	numeric	852 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
H.049	numeric	4 unique values 0 missing
nR12	numeric	3 unique values 0 missing
SM09_AEA.ed.	numeric	629 unique values 0 missing
VvdwZAZ	numeric	880 unique values 0 missing
ATS8i	numeric	825 unique values 0 missing
cRo5	numeric	2 unique values 0 missing
H.050	numeric	8 unique values 0 missing
nR.C.	numeric	3 unique values 0 missing
SM09_AEA.ri.	numeric	649 unique values 0 missing
Vx	numeric	782 unique values 0 missing
ATS8m	numeric	895 unique values 0 missing
CSI	numeric	595 unique values 0 missing
H.051	numeric	9 unique values 0 missing
nR.CH.X	numeric	2 unique values 0 missing
SM09_EA	numeric	637 unique values 0 missing
Wap	numeric	756 unique values 0 missing
ATS8p	numeric	844 unique values 0 missing
DBI	numeric	47 unique values 0 missing
H.052	numeric	17 unique values 0 missing
nRCO	numeric	2 unique values 0 missing
SM09_EA.bo.	numeric	728 unique values 0 missing
X.	numeric	65 unique values 0 missing
ATS8s	numeric	832 unique values 0 missing
D.Dtr03	numeric	23 unique values 0 missing
H.053	numeric	5 unique values 0 missing
nRCONH2	numeric	2 unique values 0 missing
SM09_EA.dm.	numeric	135 unique values 0 missing
X0	numeric	342 unique values 0 missing
ATS8v	numeric	852 unique values 0 missing
D.Dtr04	numeric	24 unique values 0 missing
H.054	numeric	2 unique values 0 missing
nRCONHR	numeric	3 unique values 0 missing
SM09_EA.ed.	numeric	694 unique values 0 missing
X0A	numeric	81 unique values 0 missing
ATSC1e	numeric	201 unique values 0 missing
D.Dtr05	numeric	554 unique values 0 missing
HDcpx	numeric	255 unique values 0 missing
nRCONR2	numeric	3 unique values 0 missing
SM09_EA.ri.	numeric	782 unique values 0 missing
X0Av	numeric	136 unique values 0 missing
ATSC1i	numeric	557 unique values 0 missing
D.Dtr06	numeric	874 unique values 0 missing
HNar	numeric	182 unique values 0 missing
nRCOOH	numeric	2 unique values 0 missing
SM10_AEA.bo.	numeric	438 unique values 0 missing
X0sol	numeric	410 unique values 0 missing
ATSC1m	numeric	963 unique values 0 missing
D.Dtr07	numeric	106 unique values 0 missing
HVcpx	numeric	636 unique values 0 missing
nRCOOR	numeric	2 unique values 0 missing
SM10_AEA.dm.	numeric	396 unique values 0 missing
X0v	numeric	990 unique values 0 missing
ATSC1p	numeric	901 unique values 0 missing
D.Dtr08	numeric	5 unique values 0 missing
Hy	numeric	346 unique values 0 missing
nR.Cp	numeric	2 unique values 0 missing
SM10_AEA.ed.	numeric	624 unique values 0 missing
X1	numeric	523 unique values 0 missing
ATSC1s	numeric	1099 unique values 0 missing
D.Dtr09	numeric	482 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
nR.Cs	numeric	6 unique values 0 missing
SM10_AEA.ri.	numeric	679 unique values 0 missing
X1A	numeric	51 unique values 0 missing
ATSC1v	numeric	931 unique values 0 missing
D.Dtr10	numeric	509 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
nR.Ct	numeric	3 unique values 0 missing
SM10_EA	numeric	653 unique values 0 missing
X1Av	numeric	117 unique values 0 missing
ATSC2e	numeric	439 unique values 0 missing
D.Dtr11	numeric	62 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
nRNH2	numeric	3 unique values 0 missing
SM10_EA.bo.	numeric	714 unique values 0 missing
X1Kup	numeric	1071 unique values 0 missing
ATSC2i	numeric	745 unique values 0 missing
D.Dtr12	numeric	182 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
nRNHR	numeric	3 unique values 0 missing
SM10_EA.dm.	numeric	304 unique values 0 missing
X1Mad	numeric	1084 unique values 0 missing
ATSC2m	numeric	1096 unique values 0 missing
DECC	numeric	577 unique values 0 missing
I.099	numeric	2 unique values 0 missing
nRNR2	numeric	3 unique values 0 missing
SM10_EA.ed.	numeric	682 unique values 0 missing
X1MulPer	numeric	1100 unique values 0 missing
ATSC2p	numeric	1047 unique values 0 missing
DELS	numeric	1236 unique values 0 missing
IAC	numeric	740 unique values 0 missing
nROCON	numeric	3 unique values 0 missing
SM10_EA.ri.	numeric	806 unique values 0 missing
X1Per	numeric	1119 unique values 0 missing
ATSC2s	numeric	1216 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
IC0	numeric	381 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SM11_AEA.bo.	numeric	531 unique values 0 missing
X1sol	numeric	551 unique values 0 missing
ATSC2v	numeric	1052 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
IC1	numeric	634 unique values 0 missing
nROR	numeric	3 unique values 0 missing
SM11_AEA.dm.	numeric	589 unique values 0 missing
X1v	numeric	1090 unique values 0 missing
ATSC3e	numeric	561 unique values 0 missing
DLS_01	numeric	4 unique values 0 missing
IC2	numeric	713 unique values 0 missing
NRS	numeric	5 unique values 0 missing
SM11_AEA.ed.	numeric	641 unique values 0 missing
X2	numeric	788 unique values 0 missing
ATSC3i	numeric	858 unique values 0 missing
DLS_02	numeric	5 unique values 0 missing
IC3	numeric	612 unique values 0 missing
nRSR	numeric	2 unique values 0 missing
SM11_AEA.ri.	numeric	316 unique values 0 missing
X2A	numeric	59 unique values 0 missing
ATSC3m	numeric	1190 unique values 0 missing
DLS_03	numeric	5 unique values 0 missing
IC4	numeric	559 unique values 0 missing
nS	numeric	3 unique values 0 missing
SM11_EA	numeric	663 unique values 0 missing
X2Av	numeric	95 unique values 0 missing
ATSC3p	numeric	1147 unique values 0 missing
DLS_04	numeric	9 unique values 0 missing
IC5	numeric	545 unique values 0 missing
NsBr	numeric	3 unique values 0 missing
SM11_EA.bo.	numeric	721 unique values 0 missing
X2sol	numeric	786 unique values 0 missing
ATSC3s	numeric	1251 unique values 0 missing
DLS_05	numeric	3 unique values 0 missing
ICR	numeric	405 unique values 0 missing
NsCH3	numeric	7 unique values 0 missing
SM11_EA.dm.	numeric	130 unique values 0 missing
X2v	numeric	1135 unique values 0 missing
ATSC3v	numeric	1167 unique values 0 missing
DLS_06	numeric	5 unique values 0 missing
IDDE	numeric	340 unique values 0 missing
NsCl	numeric	4 unique values 0 missing
SM11_EA.ed.	numeric	690 unique values 0 missing
X3	numeric	827 unique values 0 missing
ATSC4e	numeric	636 unique values 0 missing
DLS_07	numeric	3 unique values 0 missing
IDDM	numeric	316 unique values 0 missing
NsF	numeric	6 unique values 0 missing
SM11_EA.ri.	numeric	816 unique values 0 missing
X3A	numeric	50 unique values 0 missing
ATSC4i	numeric	876 unique values 0 missing
DLS_cons	numeric	35 unique values 0 missing
IDE	numeric	644 unique values 0 missing
NsI	numeric	2 unique values 0 missing
SM12_AEA.bo.	numeric	546 unique values 0 missing
X3Av	numeric	66 unique values 0 missing
ATSC4m	numeric	1221 unique values 0 missing
Dz	numeric	206 unique values 0 missing
IDET	numeric	876 unique values 0 missing
nSK	numeric	36 unique values 0 missing
SM12_AEA.dm.	numeric	702 unique values 0 missing
X3sol	numeric	811 unique values 0 missing
ATSC4p	numeric	1160 unique values 0 missing
ECC	numeric	400 unique values 0 missing
IDM	numeric	689 unique values 0 missing
NsNH2	numeric	3 unique values 0 missing
SM12_AEA.ed.	numeric	660 unique values 0 missing
X3v	numeric	1137 unique values 0 missing
ATSC4s	numeric	1255 unique values 0 missing
Eig01_AEA.bo.	numeric	302 unique values 0 missing
IDMT	numeric	881 unique values 0 missing
nS..O.2	numeric	2 unique values 0 missing
SM12_AEA.ri.	numeric	467 unique values 0 missing
X4	numeric	833 unique values 0 missing
ATSC4v	numeric	1186 unique values 0 missing
Eig01_AEA.dm.	numeric	392 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
nSO2N	numeric	2 unique values 0 missing
SM12_EA	numeric	679 unique values 0 missing
X4A	numeric	42 unique values 0 missing
ATSC5e	numeric	648 unique values 0 missing
Eig01_AEA.ed.	numeric	303 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
nSO2OH	numeric	3 unique values 0 missing
SM12_EA.bo.	numeric	705 unique values 0 missing
X4Av	numeric	46 unique values 0 missing
ATSC5i	numeric	888 unique values 0 missing
Eig01_AEA.ri.	numeric	378 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
NsOH	numeric	5 unique values 0 missing
SM12_EA.dm.	numeric	284 unique values 0 missing
X4sol	numeric	818 unique values 0 missing
ATSC5m	numeric	1240 unique values 0 missing
Eig01_EA	numeric	316 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
NssCH2	numeric	15 unique values 0 missing
SM12_EA.ed.	numeric	699 unique values 0 missing
X4v	numeric	1096 unique values 0 missing
ATSC5p	numeric	1204 unique values 0 missing
Eig01_EA.bo.	numeric	316 unique values 0 missing
ISIZ	numeric	62 unique values 0 missing
NsSH	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	850 unique values 0 missing
X5	numeric	829 unique values 0 missing
ATSC5s	numeric	1253 unique values 0 missing
Eig01_EA.dm.	numeric	113 unique values 0 missing
IVDE	numeric	252 unique values 0 missing
NssNH	numeric	5 unique values 0 missing
SM13_AEA.bo.	numeric	587 unique values 0 missing
X5A	numeric	34 unique values 0 missing
ATSC5v	numeric	1209 unique values 0 missing
Eig01_EA.ed.	numeric	396 unique values 0 missing
IVDM	numeric	294 unique values 0 missing
NssO	numeric	4 unique values 0 missing
SM13_AEA.dm.	numeric	703 unique values 0 missing
X5Av	numeric	32 unique values 0 missing
ATSC6e	numeric	617 unique values 0 missing
Eig01_EA.ri.	numeric	370 unique values 0 missing
JGI1	numeric	129 unique values 0 missing
NssS	numeric	2 unique values 0 missing
SM13_AEA.ed.	numeric	676 unique values 0 missing
X5sol	numeric	821 unique values 0 missing
ATSC6i	numeric	915 unique values 0 missing
Eig02_AEA.bo.	numeric	482 unique values 0 missing
JGI10	numeric	19 unique values 0 missing
NsssCH	numeric	6 unique values 0 missing
SM13_AEA.ri.	numeric	589 unique values 0 missing
X5v	numeric	1021 unique values 0 missing
ATSC6m	numeric	1237 unique values 0 missing
Eig02_AEA.dm.	numeric	517 unique values 0 missing
JGI2	numeric	62 unique values 0 missing
NsssN	numeric	4 unique values 0 missing
SM13_EA	numeric	691 unique values 0 missing
Xindex	numeric	290 unique values 0 missing
ATSC6p	numeric	1193 unique values 0 missing
Eig02_AEA.ed.	numeric	406 unique values 0 missing
JGI3	numeric	49 unique values 0 missing
NssssC	numeric	3 unique values 0 missing
SM13_EA.bo.	numeric	710 unique values 0 missing
XMOD	numeric	1085 unique values 0 missing
ATSC6s	numeric	1251 unique values 0 missing
Eig02_AEA.ri.	numeric	534 unique values 0 missing
JGI4	numeric	42 unique values 0 missing
NssssN.	numeric	2 unique values 0 missing
SM13_EA.dm.	numeric	129 unique values 0 missing
Xt	numeric	115 unique values 0 missing
ATSC6v	numeric	1219 unique values 0 missing
Eig02_EA	numeric	438 unique values 0 missing
JGI5	numeric	40 unique values 0 missing
NssssSi	numeric	2 unique values 0 missing
SM13_EA.ed.	numeric	705 unique values 0 missing
Xu	numeric	860 unique values 0 missing
ATSC7e	numeric	623 unique values 0 missing
Eig02_EA.bo.	numeric	467 unique values 0 missing
JGI6	numeric	34 unique values 0 missing
nTB	numeric	2 unique values 0 missing
SM13_EA.ri.	numeric	879 unique values 0 missing
Yindex	numeric	511 unique values 0 missing
ATSC7i	numeric	889 unique values 0 missing
Eig02_EA.dm.	numeric	85 unique values 0 missing
JGI7	numeric	24 unique values 0 missing
NtCH	numeric	2 unique values 0 missing
SM14_AEA.bo.	numeric	596 unique values 0 missing
ZM1	numeric	88 unique values 0 missing
ATSC7m	numeric	1211 unique values 0 missing
Eig02_EA.ed.	numeric	589 unique values 0 missing
JGI8	numeric	21 unique values 0 missing
nThiazoles	numeric	2 unique values 0 missing
SM14_AEA.dm.	numeric	742 unique values 0 missing
ZM1Kup	numeric	983 unique values 0 missing
ATSC7p	numeric	1179 unique values 0 missing
Eig02_EA.ri.	numeric	498 unique values 0 missing
JGI9	numeric	23 unique values 0 missing
nThiophenes	numeric	3 unique values 0 missing
SM14_AEA.ed.	numeric	676 unique values 0 missing
ZM1Mad	numeric	1039 unique values 0 missing
ATSC7s	numeric	1244 unique values 0 missing
Eig03_AEA.bo.	numeric	548 unique values 0 missing
JGT	numeric	253 unique values 0 missing
NtN	numeric	2 unique values 0 missing
SM14_AEA.ri.	numeric	597 unique values 0 missing
ZM1MulPer	numeric	1203 unique values 0 missing
ATSC7v	numeric	1184 unique values 0 missing
Eig03_AEA.dm.	numeric	607 unique values 0 missing
LLS_01	numeric	6 unique values 0 missing
nTriazoles	numeric	2 unique values 0 missing
SM14_EA	numeric	704 unique values 0 missing
ZM1Per	numeric	1195 unique values 0 missing
ATSC8e	numeric	584 unique values 0 missing
Eig03_AEA.ed.	numeric	536 unique values 0 missing
LLS_02	numeric	5 unique values 0 missing
NtsC	numeric	3 unique values 0 missing
SM14_EA.bo.	numeric	706 unique values 0 missing
ZM1V	numeric	236 unique values 0 missing
ATSC8i	numeric	818 unique values 0 missing
Eig03_AEA.ri.	numeric	651 unique values 0 missing
LOC	numeric	315 unique values 0 missing
nX	numeric	6 unique values 0 missing
SM14_EA.dm.	numeric	259 unique values 0 missing
ZM2	numeric	186 unique values 0 missing
ATSC8m	numeric	1171 unique values 0 missing
Eig03_EA	numeric	531 unique values 0 missing
LPRS	numeric	881 unique values 0 missing
O.	numeric	101 unique values 0 missing
SM14_EA.ed.	numeric	677 unique values 0 missing
ZM2Kup	numeric	1148 unique values 0 missing
ATSC8p	numeric	1122 unique values 0 missing
Eig03_EA.bo.	numeric	589 unique values 0 missing
MATS1e	numeric	251 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SM14_EA.ri.	numeric	874 unique values 0 missing
ZM2Mad	numeric	1154 unique values 0 missing
ATSC8s	numeric	1200 unique values 0 missing
Eig03_EA.dm.	numeric	75 unique values 0 missing
MATS1i	numeric	422 unique values 0 missing
O.057	numeric	5 unique values 0 missing
SM15_AEA.bo.	numeric	579 unique values 0 missing
ZM2MulPer	numeric	1218 unique values 0 missing
ATSC8v	numeric	1145 unique values 0 missing
Eig03_EA.ed.	numeric	702 unique values 0 missing
MATS1m	numeric	162 unique values 0 missing
O.058	numeric	6 unique values 0 missing
SM15_AEA.dm.	numeric	754 unique values 0 missing
ZM2Per	numeric	1219 unique values 0 missing
BAC	numeric	61 unique values 0 missing
Eig03_EA.ri.	numeric	641 unique values 0 missing
MATS1p	numeric	288 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SM15_AEA.ed.	numeric	675 unique values 0 missing
ZM2V	numeric	379 unique values 0 missing
BBI	numeric	59 unique values 0 missing
Eig04_AEA.bo.	numeric	563 unique values 0 missing
MATS1s	numeric	239 unique values 0 missing
O.060	numeric	5 unique values 0 missing
SM15_AEA.ri.	numeric	659 unique values 0 missing
BIC0	numeric	150 unique values 0 missing
Eig04_AEA.dm.	numeric	712 unique values 0 missing
MATS1v	numeric	181 unique values 0 missing
O.061	numeric	4 unique values 0 missing
SM15_EA	numeric	703 unique values 0 missing
BIC1	numeric	230 unique values 0 missing
Eig04_AEA.ed.	numeric	558 unique values 0 missing
MATS2e	numeric	348 unique values 0 missing
O.062	numeric	2 unique values 0 missing
SM15_EA.bo.	numeric	680 unique values 0 missing
BIC2	numeric	209 unique values 0 missing
Eig04_AEA.ri.	numeric	663 unique values 0 missing
MATS2i	numeric	375 unique values 0 missing
ON0	numeric	154 unique values 0 missing
SM15_EA.dm.	numeric	124 unique values 0 missing
BIC3	numeric	152 unique values 0 missing
Eig04_EA	numeric	546 unique values 0 missing
MATS2m	numeric	304 unique values 0 missing
ON0V	numeric	597 unique values 0 missing
SM15_EA.ed.	numeric	667 unique values 0 missing
BIC4	numeric	140 unique values 0 missing
Eig04_EA.bo.	numeric	597 unique values 0 missing
MATS2p	numeric	339 unique values 0 missing
ON1	numeric	252 unique values 0 missing
SM15_EA.ri.	numeric	877 unique values 0 missing
BIC5	numeric	140 unique values 0 missing
Eig04_EA.dm.	numeric	71 unique values 0 missing
MATS2s	numeric	281 unique values 0 missing
ON1V	numeric	897 unique values 0 missing
SMTI	numeric	853 unique values 0 missing
BID	numeric	131 unique values 0 missing
Eig04_EA.ed.	numeric	703 unique values 0 missing
MATS2v	numeric	326 unique values 0 missing
PCD	numeric	733 unique values 0 missing
SMTIV	numeric	1198 unique values 0 missing
BLI	numeric	284 unique values 0 missing
Eig04_EA.ri.	numeric	673 unique values 0 missing
MATS3e	numeric	278 unique values 0 missing
PCR	numeric	345 unique values 0 missing
SNar	numeric	164 unique values 0 missing
BLTA96	numeric	364 unique values 0 missing
Eig05_AEA.bo.	numeric	616 unique values 0 missing
MATS3i	numeric	386 unique values 0 missing
PDI	numeric	202 unique values 0 missing
Sp	numeric	794 unique values 0 missing
BLTD48	numeric	343 unique values 0 missing
Eig05_AEA.dm.	numeric	771 unique values 0 missing
MATS3m	numeric	304 unique values 0 missing
PHI	numeric	854 unique values 0 missing
SpAD_AEA.bo.	numeric	988 unique values 0 missing
BLTF96	numeric	324 unique values 0 missing
Eig05_AEA.ed.	numeric	607 unique values 0 missing
MATS3p	numeric	316 unique values 0 missing
piID	numeric	777 unique values 0 missing
SpAD_AEA.dm.	numeric	1169 unique values 0 missing
Br.091	numeric	2 unique values 0 missing
Eig05_AEA.ri.	numeric	748 unique values 0 missing
MATS3s	numeric	238 unique values 0 missing
piPC01	numeric	94 unique values 0 missing
SpAD_AEA.ed.	numeric	868 unique values 0 missing
Br.094	numeric	3 unique values 0 missing
Eig05_EA	numeric	587 unique values 0 missing
MATS3v	numeric	304 unique values 0 missing
piPC02	numeric	252 unique values 0 missing
SpAD_AEA.ri.	numeric	1212 unique values 0 missing
Br.095	numeric	2 unique values 0 missing
Eig05_EA.bo.	numeric	659 unique values 0 missing
MATS4e	numeric	376 unique values 0 missing
piPC03	numeric	487 unique values 0 missing
SpAD_EA	numeric	872 unique values 0 missing
C.	numeric	142 unique values 0 missing
Eig05_EA.dm.	numeric	53 unique values 0 missing
MATS4i	numeric	374 unique values 0 missing
piPC04	numeric	603 unique values 0 missing
SpAD_EA.bo.	numeric	986 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig05_EA.ed.	numeric	742 unique values 0 missing
MATS4m	numeric	397 unique values 0 missing
piPC05	numeric	648 unique values 0 missing
SpAD_EA.dm.	numeric	379 unique values 0 missing
C.002	numeric	9 unique values 0 missing
Eig05_EA.ri.	numeric	742 unique values 0 missing
MATS4p	numeric	383 unique values 0 missing
piPC06	numeric	708 unique values 0 missing
SpAD_EA.ed.	numeric	878 unique values 0 missing
C.003	numeric	5 unique values 0 missing
Eig06_AEA.bo.	numeric	646 unique values 0 missing
MATS4s	numeric	365 unique values 0 missing
piPC07	numeric	745 unique values 0 missing
SpAD_EA.ri.	numeric	1204 unique values 0 missing
C.004	numeric	2 unique values 0 missing
Eig06_AEA.dm.	numeric	772 unique values 0 missing
MATS4v	numeric	395 unique values 0 missing
piPC08	numeric	771 unique values 0 missing
SpDiam_AEA.bo.	numeric	433 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eig06_AEA.ed.	numeric	625 unique values 0 missing
MATS5e	numeric	451 unique values 0 missing
piPC09	numeric	796 unique values 0 missing
SpDiam_AEA.dm.	numeric	393 unique values 0 missing
C.006	numeric	9 unique values 0 missing
Eig06_AEA.ri.	numeric	751 unique values 0 missing
MATS5i	numeric	425 unique values 0 missing
piPC10	numeric	805 unique values 0 missing
SpDiam_AEA.ed.	numeric	467 unique values 0 missing
C.007	numeric	2 unique values 0 missing
Eig06_EA	numeric	596 unique values 0 missing
MATS5m	numeric	467 unique values 0 missing
PJI2	numeric	12 unique values 0 missing
SpDiam_AEA.ri.	numeric	418 unique values 0 missing
C.008	numeric	5 unique values 0 missing
Eig06_EA.bo.	numeric	679 unique values 0 missing
MATS5p	numeric	438 unique values 0 missing
Pol	numeric	67 unique values 0 missing
SpDiam_EA	numeric	316 unique values 0 missing
C.009	numeric	2 unique values 0 missing
Eig06_EA.dm.	numeric	47 unique values 0 missing
MATS5s	numeric	392 unique values 0 missing
Psi_e_0	numeric	1076 unique values 0 missing
SpDiam_EA.bo.	numeric	313 unique values 0 missing
C.010	numeric	2 unique values 0 missing
Eig06_EA.ed.	numeric	754 unique values 0 missing
MATS5v	numeric	440 unique values 0 missing
Psi_e_0d	numeric	8 unique values 0 missing
SpDiam_EA.dm.	numeric	124 unique values 0 missing
C.011	numeric	3 unique values 0 missing
Eig06_EA.ri.	numeric	716 unique values 0 missing
MATS6e	numeric	461 unique values 0 missing
Psi_e_1	numeric	1055 unique values 0 missing
SpDiam_EA.ed.	numeric	441 unique values 0 missing
C.013	numeric	3 unique values 0 missing
Eig07_AEA.bo.	numeric	612 unique values 0 missing
MATS6i	numeric	440 unique values 0 missing
Psi_e_1d	numeric	3 unique values 0 missing
SpDiam_EA.ri.	numeric	377 unique values 0 missing
C.014	numeric	2 unique values 0 missing
Eig07_AEA.dm.	numeric	735 unique values 0 missing
MATS6m	numeric	487 unique values 0 missing
Psi_e_A	numeric	531 unique values 0 missing
SPI	numeric	839 unique values 0 missing
C.015	numeric	2 unique values 0 missing
Eig07_AEA.ed.	numeric	596 unique values 0 missing
MATS6p	numeric	439 unique values 0 missing
Psi_i_0	numeric	997 unique values 0 missing
SpMAD_AEA.bo.	numeric	146 unique values 0 missing
C.016	numeric	5 unique values 0 missing
Eig07_AEA.ri.	numeric	735 unique values 0 missing
MATS6s	numeric	418 unique values 0 missing
Psi_i_0d	numeric	10 unique values 0 missing
SpMAD_AEA.dm.	numeric	213 unique values 0 missing
C.017	numeric	3 unique values 0 missing
Eig07_EA	numeric	579 unique values 0 missing
MATS6v	numeric	437 unique values 0 missing
Psi_i_1	numeric	1097 unique values 0 missing
SpMAD_AEA.ed.	numeric	176 unique values 0 missing
C.018	numeric	3 unique values 0 missing
Eig07_EA.bo.	numeric	686 unique values 0 missing
MATS7e	numeric	528 unique values 0 missing
Psi_i_1d	numeric	9 unique values 0 missing
SpMAD_AEA.ri.	numeric	144 unique values 0 missing
C.019	numeric	2 unique values 0 missing
Eig07_EA.dm.	numeric	27 unique values 0 missing
MATS7i	numeric	481 unique values 0 missing
Psi_i_1s	numeric	2 unique values 0 missing
SpMAD_EA	numeric	143 unique values 0 missing
C.021	numeric	2 unique values 0 missing
Eig07_EA.ed.	numeric	711 unique values 0 missing
MATS7m	numeric	491 unique values 0 missing
Psi_i_A	numeric	531 unique values 0 missing
SpMAD_EA.bo.	numeric	398 unique values 0 missing
C.022	numeric	3 unique values 0 missing
Eig07_EA.ri.	numeric	732 unique values 0 missing
MATS7p	numeric	487 unique values 0 missing
Psi_i_s	numeric	527 unique values 0 missing
SpMAD_EA.dm.	numeric	362 unique values 0 missing
C.024	numeric	16 unique values 0 missing
Eig08_AEA.bo.	numeric	598 unique values 0 missing
MATS7s	numeric	508 unique values 0 missing
Psi_i_t	numeric	17 unique values 0 missing
SpMAD_EA.ed.	numeric	566 unique values 0 missing
C.025	numeric	9 unique values 0 missing
Eig08_AEA.dm.	numeric	727 unique values 0 missing
MATS7v	numeric	482 unique values 0 missing
Psychotic.50	numeric	2 unique values 0 missing
SpMAD_EA.ri.	numeric	192 unique values 0 missing
C.026	numeric	7 unique values 0 missing
Eig08_AEA.ed.	numeric	575 unique values 0 missing
MATS8e	numeric	525 unique values 0 missing
Psychotic.80	numeric	2 unique values 0 missing
SpMax1_Bh.e.	numeric	263 unique values 0 missing
C.027	numeric	4 unique values 0 missing
Eig08_AEA.ri.	numeric	721 unique values 0 missing
MATS8i	numeric	497 unique values 0 missing
P_VSA_e_1	numeric	36 unique values 0 missing
SpMax1_Bh.i.	numeric	257 unique values 0 missing
C.028	numeric	4 unique values 0 missing
Eig08_EA	numeric	545 unique values 0 missing
MATS8m	numeric	554 unique values 0 missing
P_VSA_e_2	numeric	1029 unique values 0 missing
SpMax1_Bh.m.	numeric	317 unique values 0 missing
C.029	numeric	4 unique values 0 missing
Eig08_EA.bo.	numeric	653 unique values 0 missing
MATS8p	numeric	492 unique values 0 missing
P_VSA_e_3	numeric	174 unique values 0 missing
SpMax1_Bh.p.	numeric	265 unique values 0 missing
C.030	numeric	3 unique values 0 missing
Eig08_EA.dm.	numeric	20 unique values 0 missing
MATS8s	numeric	519 unique values 0 missing
P_VSA_e_4	numeric	4 unique values 0 missing
SpMax1_Bh.s.	numeric	60 unique values 0 missing
C.031	numeric	2 unique values 0 missing
Eig08_EA.ed.	numeric	682 unique values 0 missing
MATS8v	numeric	518 unique values 0 missing
P_VSA_e_5	numeric	63 unique values 0 missing
SpMax1_Bh.v.	numeric	283 unique values 0 missing
C.032	numeric	2 unique values 0 missing
Eig08_EA.ri.	numeric	694 unique values 0 missing
MAXDN	numeric	670 unique values 0 missing
P_VSA_e_6	numeric	6 unique values 0 missing
SpMax2_Bh.e.	numeric	361 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eig09_AEA.bo.	numeric	574 unique values 0 missing
MAXDP	numeric	1003 unique values 0 missing
P_VSA_i_1	numeric	15 unique values 0 missing
SpMax2_Bh.i.	numeric	346 unique values 0 missing
C.034	numeric	4 unique values 0 missing
Eig09_AEA.dm.	numeric	672 unique values 0 missing
MCD	numeric	167 unique values 0 missing
P_VSA_i_2	numeric	1034 unique values 0 missing
SpMax2_Bh.m.	numeric	444 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eig09_AEA.ed.	numeric	534 unique values 0 missing
MDDD	numeric	856 unique values 0 missing
P_VSA_i_3	numeric	381 unique values 0 missing
SpMax2_Bh.p.	numeric	407 unique values 0 missing
C.037	numeric	2 unique values 0 missing
Eig09_AEA.ri.	numeric	682 unique values 0 missing
Me	numeric	75 unique values 0 missing
P_VSA_i_4	numeric	233 unique values 0 missing
SpMax2_Bh.s.	numeric	280 unique values 0 missing
C.038	numeric	3 unique values 0 missing
Eig09_EA	numeric	525 unique values 0 missing
Mi	numeric	65 unique values 0 missing
P_VSA_LogP_1	numeric	29 unique values 0 missing
SpMax2_Bh.v.	numeric	399 unique values 0 missing
C.039	numeric	3 unique values 0 missing
Eig09_EA.bo.	numeric	610 unique values 0 missing
MLOGP	numeric	790 unique values 0 missing
P_VSA_LogP_2	numeric	387 unique values 0 missing
SpMax3_Bh.e.	numeric	534 unique values 0 missing
C.040	numeric	5 unique values 0 missing
Eig09_EA.dm.	numeric	15 unique values 0 missing
MLOGP2	numeric	873 unique values 0 missing
P_VSA_LogP_3	numeric	107 unique values 0 missing
SpMax3_Bh.i.	numeric	510 unique values 0 missing
C.041	numeric	3 unique values 0 missing
Eig09_EA.ed.	numeric	625 unique values 0 missing
Mp	numeric	139 unique values 0 missing
P_VSA_LogP_4	numeric	218 unique values 0 missing
SpMax3_Bh.m.	numeric	546 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eig09_EA.ri.	numeric	692 unique values 0 missing
MPC01	numeric	42 unique values 0 missing
P_VSA_LogP_5	numeric	492 unique values 0 missing
SpMax3_Bh.p.	numeric	569 unique values 0 missing
C.043	numeric	3 unique values 0 missing
Eig10_AEA.bo.	numeric	600 unique values 0 missing
MPC02	numeric	59 unique values 0 missing
P_VSA_LogP_6	numeric	73 unique values 0 missing
SpMax3_Bh.s.	numeric	410 unique values 0 missing
C.044	numeric	2 unique values 0 missing
Eig10_AEA.dm.	numeric	663 unique values 0 missing
MPC03	numeric	80 unique values 0 missing
P_VSA_LogP_7	numeric	81 unique values 0 missing
SpMax3_Bh.v.	numeric	579 unique values 0 missing
CATS2D_00_DD	numeric	3 unique values 0 missing
Eig10_AEA.ed.	numeric	538 unique values 0 missing
MPC04	numeric	115 unique values 0 missing
P_VSA_LogP_8	numeric	16 unique values 0 missing
SpMax4_Bh.e.	numeric	564 unique values 0 missing
CATS2D_00_DP	numeric	3 unique values 0 missing
Eig10_AEA.ri.	numeric	709 unique values 0 missing
MPC05	numeric	141 unique values 0 missing
P_VSA_m_1	numeric	36 unique values 0 missing
SpMax4_Bh.i.	numeric	570 unique values 0 missing
CATS2D_00_PP	numeric	3 unique values 0 missing
Eig10_EA	numeric	498 unique values 0 missing
MPC06	numeric	176 unique values 0 missing
P_VSA_m_2	numeric	1060 unique values 0 missing
SpMax4_Bh.m.	numeric	599 unique values 0 missing
CATS2D_01_AA	numeric	4 unique values 0 missing
Eig10_EA.bo.	numeric	626 unique values 0 missing
MPC07	numeric	213 unique values 0 missing
P_VSA_m_3	numeric	100 unique values 0 missing
SpMax4_Bh.p.	numeric	603 unique values 0 missing
CATS2D_01_AN	numeric	4 unique values 0 missing
Eig10_EA.dm.	numeric	9 unique values 0 missing
MPC08	numeric	243 unique values 0 missing
P_VSA_m_4	numeric	20 unique values 0 missing
SpMax4_Bh.s.	numeric	569 unique values 0 missing
CATS2D_01_DA	numeric	3 unique values 0 missing
Eig10_EA.ed.	numeric	628 unique values 0 missing
MPC09	numeric	276 unique values 0 missing
P_VSA_m_5	numeric	4 unique values 0 missing
SpMax4_Bh.v.	numeric	601 unique values 0 missing
CATS2D_01_DD	numeric	2 unique values 0 missing
Eig10_EA.ri.	numeric	704 unique values 0 missing
MPC10	numeric	305 unique values 0 missing
P_VSA_MR_1	numeric	79 unique values 0 missing
SpMax5_Bh.e.	numeric	592 unique values 0 missing
CATS2D_01_DN	numeric	3 unique values 0 missing
Eig11_AEA.bo.	numeric	635 unique values 0 missing
MSD	numeric	807 unique values 0 missing
P_VSA_MR_2	numeric	157 unique values 0 missing
SpMax5_Bh.i.	numeric	564 unique values 0 missing
CATS2D_01_DP	numeric	2 unique values 0 missing
Eig11_AEA.dm.	numeric	676 unique values 0 missing
Mv	numeric	161 unique values 0 missing
P_VSA_MR_3	numeric	13 unique values 0 missing
SpMax5_Bh.m.	numeric	640 unique values 0 missing
CATS2D_01_LL	numeric	25 unique values 0 missing
Eig11_AEA.ed.	numeric	534 unique values 0 missing
MW	numeric	795 unique values 0 missing
P_VSA_MR_4	numeric	3 unique values 0 missing
SpMax5_Bh.p.	numeric	600 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
Eig11_AEA.ri.	numeric	749 unique values 0 missing
MWC01	numeric	42 unique values 0 missing
P_VSA_MR_5	numeric	780 unique values 0 missing
SpMax5_Bh.s.	numeric	676 unique values 0 missing
CATS2D_01_PN	numeric	2 unique values 0 missing
Eig11_EA	numeric	519 unique values 0 missing
MWC02	numeric	88 unique values 0 missing
P_VSA_MR_6	numeric	637 unique values 0 missing
SpMax5_Bh.v.	numeric	599 unique values 0 missing
CATS2D_02_AA	numeric	8 unique values 0 missing
Eig11_EA.bo.	numeric	669 unique values 0 missing
MWC03	numeric	186 unique values 0 missing
P_VSA_MR_7	numeric	79 unique values 0 missing
SpMax6_Bh.e.	numeric	605 unique values 0 missing
CATS2D_02_AL	numeric	15 unique values 0 missing
Eig11_EA.dm.	numeric	8 unique values 0 missing
MWC04	numeric	362 unique values 0 missing
P_VSA_MR_8	numeric	14 unique values 0 missing
SpMax6_Bh.i.	numeric	576 unique values 0 missing
CATS2D_02_AN	numeric	2 unique values 0 missing
Eig11_EA.ed.	numeric	629 unique values 0 missing
MWC05	numeric	547 unique values 0 missing
P_VSA_p_1	numeric	89 unique values 0 missing
SpMax6_Bh.m.	numeric	655 unique values 0 missing
CATS2D_02_AP	numeric	3 unique values 0 missing
Eig11_EA.ri.	numeric	726 unique values 0 missing
MWC06	numeric	583 unique values 0 missing
P_VSA_p_2	numeric	372 unique values 0 missing
SpMax6_Bh.p.	numeric	580 unique values 0 missing
CATS2D_02_DA	numeric	7 unique values 0 missing
Eig12_AEA.bo.	numeric	621 unique values 0 missing
MWC07	numeric	586 unique values 0 missing
P_VSA_p_3	numeric	1032 unique values 0 missing
SpMax6_Bh.s.	numeric	733 unique values 0 missing
CATS2D_02_DD	numeric	3 unique values 0 missing
Eig12_AEA.dm.	numeric	646 unique values 0 missing
MWC08	numeric	597 unique values 0 missing
P_VSA_p_4	numeric	2 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

1295

Number of instances (rows) of the dataset.

NumberOfFeatures

1386

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

1385

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

1.6

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

Dimensionality

1.07

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.57

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

2.55

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

70.29

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

0.28

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

0.4

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-1.95

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-3.67

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

1295

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

6.1

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

29440.07

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

5.68

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-35.99

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

1.64

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

35.99

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

0.21

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.23

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

MaxStdDevOfNumericAtts

37408.44

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.16

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

65.99

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

-0.51

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

86.08

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.15

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

AutoCorrelation

0.07

Average class difference between consecutive instances.

MeanMutualInformation

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

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

ClassEntropy

Entropy of the target attribute values.

MeanNoiseToSignalRatio

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

Show all 62 properties