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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4693

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4693 (TID: 100660), and it has 30 rows and 1086 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).

1088 features

pXC50 (target)	numeric	24 unique values 0 missing
molecule_id (row identifier)	nominal	30 unique values 0 missing
Eig04_EA.ri.	numeric	16 unique values 0 missing
MATS5v	numeric	26 unique values 0 missing
SM06_EA.dm.	numeric	14 unique values 0 missing
TRS	numeric	5 unique values 0 missing
AAC	numeric	22 unique values 0 missing
Eig05_AEA.bo.	numeric	22 unique values 0 missing
MATS6e	numeric	23 unique values 0 missing
SM06_EA.ed.	numeric	26 unique values 0 missing
TWC	numeric	29 unique values 0 missing
AECC	numeric	28 unique values 0 missing
Eig05_AEA.dm.	numeric	12 unique values 0 missing
MATS6i	numeric	24 unique values 0 missing
SM06_EA.ri.	numeric	29 unique values 0 missing
Uc	numeric	8 unique values 0 missing
ALOGP	numeric	28 unique values 0 missing
Eig05_AEA.ed.	numeric	18 unique values 0 missing
MATS6m	numeric	23 unique values 0 missing
SM07_AEA.bo.	numeric	26 unique values 0 missing
Ui	numeric	8 unique values 0 missing
ALOGP2	numeric	28 unique values 0 missing
Eig05_AEA.ri.	numeric	20 unique values 0 missing
MATS6p	numeric	25 unique values 0 missing
SM07_AEA.dm.	numeric	25 unique values 0 missing
Uindex	numeric	30 unique values 0 missing
AMR	numeric	28 unique values 0 missing
Eig05_EA	numeric	18 unique values 0 missing
MATS6s	numeric	28 unique values 0 missing
SM07_AEA.ed.	numeric	28 unique values 0 missing
UNIP	numeric	28 unique values 0 missing
AMW	numeric	26 unique values 0 missing
Eig05_EA.bo.	numeric	26 unique values 0 missing
MATS6v	numeric	26 unique values 0 missing
SM07_AEA.ri.	numeric	27 unique values 0 missing
VAR	numeric	20 unique values 0 missing
ARR	numeric	9 unique values 0 missing
Eig05_EA.dm.	numeric	6 unique values 0 missing
MATS7e	numeric	23 unique values 0 missing
SM07_EA	numeric	25 unique values 0 missing
Vindex	numeric	27 unique values 0 missing
ATS1e	numeric	26 unique values 0 missing
Eig05_EA.ed.	numeric	22 unique values 0 missing
MATS7i	numeric	25 unique values 0 missing
SM07_EA.bo.	numeric	25 unique values 0 missing
VvdwMG	numeric	26 unique values 0 missing
ATS1i	numeric	24 unique values 0 missing
Eig05_EA.ri.	numeric	22 unique values 0 missing
MATS7m	numeric	27 unique values 0 missing
SM07_EA.dm.	numeric	10 unique values 0 missing
VvdwZAZ	numeric	26 unique values 0 missing
ATS1m	numeric	26 unique values 0 missing
Eig06_AEA.bo.	numeric	17 unique values 0 missing
MATS7p	numeric	25 unique values 0 missing
SM07_EA.ed.	numeric	22 unique values 0 missing
Vx	numeric	26 unique values 0 missing
ATS1p	numeric	26 unique values 0 missing
Eig06_AEA.dm.	numeric	20 unique values 0 missing
MATS7s	numeric	23 unique values 0 missing
SM07_EA.ri.	numeric	25 unique values 0 missing
Wap	numeric	28 unique values 0 missing
ATS1s	numeric	27 unique values 0 missing
Eig06_AEA.ed.	numeric	17 unique values 0 missing
MATS7v	numeric	27 unique values 0 missing
SM08_AEA.bo.	numeric	27 unique values 0 missing
X0	numeric	27 unique values 0 missing
ATS1v	numeric	23 unique values 0 missing
Eig06_AEA.ri.	numeric	19 unique values 0 missing
MATS8e	numeric	22 unique values 0 missing
SM08_AEA.dm.	numeric	24 unique values 0 missing
X0A	numeric	16 unique values 0 missing
ATS2e	numeric	26 unique values 0 missing
Eig06_EA	numeric	20 unique values 0 missing
MATS8i	numeric	26 unique values 0 missing
SM08_AEA.ed.	numeric	26 unique values 0 missing
X0Av	numeric	18 unique values 0 missing
ATS2i	numeric	24 unique values 0 missing
Eig06_EA.bo.	numeric	17 unique values 0 missing
MATS8m	numeric	24 unique values 0 missing
SM08_AEA.ri.	numeric	28 unique values 0 missing
X0sol	numeric	27 unique values 0 missing
ATS2m	numeric	27 unique values 0 missing
Eig06_EA.dm.	numeric	8 unique values 0 missing
MATS8p	numeric	24 unique values 0 missing
SM08_EA	numeric	28 unique values 0 missing
X0v	numeric	27 unique values 0 missing
ATS2p	numeric	27 unique values 0 missing
Eig06_EA.ed.	numeric	21 unique values 0 missing
MATS8s	numeric	26 unique values 0 missing
SM08_EA.bo.	numeric	29 unique values 0 missing
X1	numeric	29 unique values 0 missing
ATS2s	numeric	26 unique values 0 missing
Eig06_EA.ri.	numeric	16 unique values 0 missing
MATS8v	numeric	28 unique values 0 missing
SM08_EA.dm.	numeric	12 unique values 0 missing
X1A	numeric	16 unique values 0 missing
ATS2v	numeric	27 unique values 0 missing
Eig07_AEA.bo.	numeric	25 unique values 0 missing
MAXDN	numeric	25 unique values 0 missing
SM08_EA.ed.	numeric	20 unique values 0 missing
X1Av	numeric	18 unique values 0 missing
ATS3e	numeric	25 unique values 0 missing
Eig07_AEA.dm.	numeric	17 unique values 0 missing
MAXDP	numeric	29 unique values 0 missing
SM08_EA.ri.	numeric	27 unique values 0 missing
X1Kup	numeric	29 unique values 0 missing
ATS3i	numeric	28 unique values 0 missing
Eig07_AEA.ed.	numeric	23 unique values 0 missing
MCD	numeric	25 unique values 0 missing
SM09_AEA.bo.	numeric	13 unique values 0 missing
X1Mad	numeric	29 unique values 0 missing
ATS3m	numeric	29 unique values 0 missing
Eig07_AEA.ri.	numeric	26 unique values 0 missing
MDDD	numeric	30 unique values 0 missing
SM09_AEA.dm.	numeric	23 unique values 0 missing
X1MulPer	numeric	29 unique values 0 missing
ATS3p	numeric	27 unique values 0 missing
Eig07_EA	numeric	26 unique values 0 missing
Me	numeric	11 unique values 0 missing
SM09_AEA.ed.	numeric	25 unique values 0 missing
X1Per	numeric	30 unique values 0 missing
ATS3s	numeric	29 unique values 0 missing
Eig07_EA.bo.	numeric	22 unique values 0 missing
Mi	numeric	9 unique values 0 missing
SM09_AEA.ri.	numeric	20 unique values 0 missing
X1sol	numeric	29 unique values 0 missing
ATS3v	numeric	29 unique values 0 missing
Eig07_EA.dm.	numeric	7 unique values 0 missing
MLOGP	numeric	25 unique values 0 missing
SM09_EA	numeric	24 unique values 0 missing
X1v	numeric	29 unique values 0 missing
ATS4e	numeric	29 unique values 0 missing
Eig07_EA.ed.	numeric	29 unique values 0 missing
MLOGP2	numeric	26 unique values 0 missing
SM09_EA.bo.	numeric	25 unique values 0 missing
X2	numeric	29 unique values 0 missing
ATS4i	numeric	26 unique values 0 missing
Eig07_EA.ri.	numeric	23 unique values 0 missing
Mp	numeric	17 unique values 0 missing
SM09_EA.dm.	numeric	11 unique values 0 missing
X2A	numeric	13 unique values 0 missing
ATS4m	numeric	29 unique values 0 missing
Eig08_AEA.bo.	numeric	25 unique values 0 missing
MPC01	numeric	16 unique values 0 missing
SM09_EA.ed.	numeric	18 unique values 0 missing
X2Av	numeric	16 unique values 0 missing
ATS4p	numeric	28 unique values 0 missing
Eig08_AEA.dm.	numeric	20 unique values 0 missing
MPC02	numeric	17 unique values 0 missing
SM09_EA.ri.	numeric	22 unique values 0 missing
X2sol	numeric	29 unique values 0 missing
ATS4s	numeric	26 unique values 0 missing
Eig08_AEA.ed.	numeric	27 unique values 0 missing
MPC03	numeric	19 unique values 0 missing
SM10_AEA.bo.	numeric	10 unique values 0 missing
X2v	numeric	30 unique values 0 missing
ATS4v	numeric	28 unique values 0 missing
Eig08_AEA.ri.	numeric	26 unique values 0 missing
MPC04	numeric	23 unique values 0 missing
SM10_AEA.dm.	numeric	14 unique values 0 missing
X3	numeric	30 unique values 0 missing
ATS5e	numeric	29 unique values 0 missing
Eig08_EA	numeric	25 unique values 0 missing
MPC05	numeric	26 unique values 0 missing
SM10_AEA.ed.	numeric	24 unique values 0 missing
X3A	numeric	13 unique values 0 missing
ATS5i	numeric	27 unique values 0 missing
Eig08_EA.bo.	numeric	22 unique values 0 missing
MPC06	numeric	27 unique values 0 missing
SM10_AEA.ri.	numeric	26 unique values 0 missing
X3Av	numeric	11 unique values 0 missing
ATS5m	numeric	28 unique values 0 missing
Eig08_EA.dm.	numeric	8 unique values 0 missing
MPC07	numeric	25 unique values 0 missing
SM10_EA	numeric	29 unique values 0 missing
X3sol	numeric	30 unique values 0 missing
ATS5p	numeric	29 unique values 0 missing
Eig08_EA.ed.	numeric	29 unique values 0 missing
MPC08	numeric	27 unique values 0 missing
SM10_EA.bo.	numeric	27 unique values 0 missing
X3v	numeric	30 unique values 0 missing
ATS5s	numeric	28 unique values 0 missing
Eig08_EA.ri.	numeric	27 unique values 0 missing
MPC09	numeric	29 unique values 0 missing
SM10_EA.dm.	numeric	13 unique values 0 missing
X4	numeric	30 unique values 0 missing
ATS5v	numeric	27 unique values 0 missing
Eig09_AEA.bo.	numeric	22 unique values 0 missing
MPC10	numeric	28 unique values 0 missing
SM10_EA.ed.	numeric	16 unique values 0 missing
X4A	numeric	10 unique values 0 missing
ATS6e	numeric	29 unique values 0 missing
Eig09_AEA.dm.	numeric	20 unique values 0 missing
MSD	numeric	30 unique values 0 missing
SM10_EA.ri.	numeric	26 unique values 0 missing
X4Av	numeric	8 unique values 0 missing
ATS6i	numeric	29 unique values 0 missing
Eig09_AEA.ed.	numeric	25 unique values 0 missing
Mv	numeric	18 unique values 0 missing
SM11_AEA.bo.	numeric	14 unique values 0 missing
X4sol	numeric	30 unique values 0 missing
ATS6m	numeric	27 unique values 0 missing
Eig09_AEA.ri.	numeric	25 unique values 0 missing
MW	numeric	26 unique values 0 missing
SM11_AEA.dm.	numeric	13 unique values 0 missing
X4v	numeric	30 unique values 0 missing
ATS6p	numeric	28 unique values 0 missing
Eig09_EA	numeric	26 unique values 0 missing
MWC01	numeric	16 unique values 0 missing
SM11_AEA.ed.	numeric	23 unique values 0 missing
X5	numeric	30 unique values 0 missing
ATS6s	numeric	30 unique values 0 missing
Eig09_EA.bo.	numeric	25 unique values 0 missing
MWC02	numeric	21 unique values 0 missing
SM11_AEA.ri.	numeric	15 unique values 0 missing
X5A	numeric	8 unique values 0 missing
ATS6v	numeric	30 unique values 0 missing
Eig09_EA.dm.	numeric	8 unique values 0 missing
MWC03	numeric	22 unique values 0 missing
SM11_EA	numeric	25 unique values 0 missing
X5Av	numeric	6 unique values 0 missing
ATS7e	numeric	30 unique values 0 missing
Eig09_EA.ed.	numeric	29 unique values 0 missing
MWC04	numeric	27 unique values 0 missing
SM11_EA.bo.	numeric	26 unique values 0 missing
X5sol	numeric	30 unique values 0 missing
ATS7i	numeric	30 unique values 0 missing
Eig09_EA.ri.	numeric	21 unique values 0 missing
MWC05	numeric	28 unique values 0 missing
SM11_EA.dm.	numeric	11 unique values 0 missing
X5v	numeric	30 unique values 0 missing
ATS7m	numeric	30 unique values 0 missing
Eig10_AEA.bo.	numeric	28 unique values 0 missing
MWC06	numeric	25 unique values 0 missing
SM11_EA.ed.	numeric	16 unique values 0 missing
Xindex	numeric	26 unique values 0 missing
ATS7p	numeric	30 unique values 0 missing
Eig10_AEA.dm.	numeric	19 unique values 0 missing
MWC07	numeric	30 unique values 0 missing
SM11_EA.ri.	numeric	22 unique values 0 missing
XMOD	numeric	29 unique values 0 missing
ATS7s	numeric	28 unique values 0 missing
Eig10_AEA.ed.	numeric	26 unique values 0 missing
MWC08	numeric	27 unique values 0 missing
SM12_AEA.bo.	numeric	25 unique values 0 missing
Xt	numeric	22 unique values 0 missing
ATS7v	numeric	29 unique values 0 missing
Eig10_AEA.ri.	numeric	25 unique values 0 missing
MWC09	numeric	29 unique values 0 missing
SM12_AEA.dm.	numeric	18 unique values 0 missing
Xu	numeric	30 unique values 0 missing
ATS8e	numeric	29 unique values 0 missing
Eig10_EA	numeric	23 unique values 0 missing
MWC10	numeric	30 unique values 0 missing
SM12_AEA.ed.	numeric	22 unique values 0 missing
Yindex	numeric	29 unique values 0 missing
ATS8i	numeric	29 unique values 0 missing
Eig10_EA.bo.	numeric	23 unique values 0 missing
N.	numeric	3 unique values 0 missing
SM12_AEA.ri.	numeric	19 unique values 0 missing
ZM1	numeric	21 unique values 0 missing
ATS8m	numeric	29 unique values 0 missing
Eig10_EA.dm.	numeric	3 unique values 0 missing
N.074	numeric	2 unique values 0 missing
SM12_EA	numeric	25 unique values 0 missing
ZM1Kup	numeric	27 unique values 0 missing
ATS8p	numeric	29 unique values 0 missing
Eig10_EA.ed.	numeric	27 unique values 0 missing
NaaCH	numeric	4 unique values 0 missing
SM12_EA.bo.	numeric	25 unique values 0 missing
ZM1Mad	numeric	27 unique values 0 missing
ATS8s	numeric	27 unique values 0 missing
Eig10_EA.ri.	numeric	25 unique values 0 missing
NaasC	numeric	4 unique values 0 missing
SM12_EA.dm.	numeric	13 unique values 0 missing
ZM1MulPer	numeric	30 unique values 0 missing
ATS8v	numeric	28 unique values 0 missing
Eig11_AEA.bo.	numeric	20 unique values 0 missing
nAB	numeric	3 unique values 0 missing
SM12_EA.ed.	numeric	14 unique values 0 missing
ZM1Per	numeric	30 unique values 0 missing
ATSC1e	numeric	24 unique values 0 missing
Eig11_AEA.dm.	numeric	19 unique values 0 missing
nArCOOR	numeric	2 unique values 0 missing
SM12_EA.ri.	numeric	25 unique values 0 missing
ZM1V	numeric	27 unique values 0 missing
ATSC1i	numeric	26 unique values 0 missing
Eig11_AEA.ed.	numeric	24 unique values 0 missing
nAT	numeric	19 unique values 0 missing
SM13_AEA.bo.	numeric	18 unique values 0 missing
ZM2	numeric	22 unique values 0 missing
ATSC1m	numeric	26 unique values 0 missing
Eig11_AEA.ri.	numeric	22 unique values 0 missing
nBM	numeric	8 unique values 0 missing
SM13_AEA.dm.	numeric	17 unique values 0 missing
ZM2Kup	numeric	27 unique values 0 missing
ATSC1p	numeric	26 unique values 0 missing
Eig11_EA	numeric	23 unique values 0 missing
nBnz	numeric	3 unique values 0 missing
SM13_AEA.ed.	numeric	22 unique values 0 missing
ZM2Mad	numeric	28 unique values 0 missing
ATSC1s	numeric	29 unique values 0 missing
Eig11_EA.bo.	numeric	21 unique values 0 missing
nBO	numeric	16 unique values 0 missing
SM13_AEA.ri.	numeric	14 unique values 0 missing
ZM2MulPer	numeric	30 unique values 0 missing
ATSC1v	numeric	26 unique values 0 missing
Eig11_EA.dm.	numeric	3 unique values 0 missing
nBT	numeric	23 unique values 0 missing
SM13_EA	numeric	23 unique values 0 missing
ZM2Per	numeric	30 unique values 0 missing
ATSC2e	numeric	27 unique values 0 missing
Eig11_EA.ed.	numeric	28 unique values 0 missing
nC	numeric	15 unique values 0 missing
SM13_EA.bo.	numeric	25 unique values 0 missing
ZM2V	numeric	25 unique values 0 missing
ATSC2i	numeric	27 unique values 0 missing
Eig11_EA.ri.	numeric	22 unique values 0 missing
nCar	numeric	3 unique values 0 missing
SM13_EA.dm.	numeric	11 unique values 0 missing
ATSC2m	numeric	27 unique values 0 missing
Eig12_AEA.bo.	numeric	20 unique values 0 missing
nCb.	numeric	4 unique values 0 missing
SM13_EA.ed.	numeric	15 unique values 0 missing
ATSC2p	numeric	27 unique values 0 missing
Eig12_AEA.dm.	numeric	19 unique values 0 missing
nCbH	numeric	4 unique values 0 missing
SM13_EA.ri.	numeric	24 unique values 0 missing
ATSC2s	numeric	30 unique values 0 missing
Eig12_AEA.ed.	numeric	22 unique values 0 missing
nCconj	numeric	4 unique values 0 missing
SM14_AEA.bo.	numeric	20 unique values 0 missing
ATSC2v	numeric	27 unique values 0 missing
Eig12_AEA.ri.	numeric	22 unique values 0 missing
nCIC	numeric	3 unique values 0 missing
SM14_AEA.dm.	numeric	22 unique values 0 missing
ATSC3e	numeric	28 unique values 0 missing
Eig12_EA	numeric	23 unique values 0 missing
nCIR	numeric	5 unique values 0 missing
SM14_AEA.ed.	numeric	21 unique values 0 missing
ATSC3i	numeric	29 unique values 0 missing
Eig12_EA.bo.	numeric	21 unique values 0 missing
nCp	numeric	5 unique values 0 missing
SM14_AEA.ri.	numeric	17 unique values 0 missing
ATSC3m	numeric	29 unique values 0 missing
Eig12_EA.dm.	numeric	3 unique values 0 missing
nCrs	numeric	2 unique values 0 missing
SM14_EA	numeric	24 unique values 0 missing
ATSC3p	numeric	29 unique values 0 missing
Eig12_EA.ed.	numeric	27 unique values 0 missing
nCs	numeric	8 unique values 0 missing
SM14_EA.bo.	numeric	26 unique values 0 missing
ATSC3s	numeric	30 unique values 0 missing
Eig12_EA.ri.	numeric	24 unique values 0 missing
nCsp2	numeric	8 unique values 0 missing
SM14_EA.dm.	numeric	13 unique values 0 missing
ATSC3v	numeric	29 unique values 0 missing
Eig13_AEA.bo.	numeric	16 unique values 0 missing
nCsp3	numeric	12 unique values 0 missing
SM14_EA.ed.	numeric	14 unique values 0 missing
ATSC4e	numeric	30 unique values 0 missing
Eig13_AEA.dm.	numeric	20 unique values 0 missing
nCt	numeric	2 unique values 0 missing
SM14_EA.ri.	numeric	22 unique values 0 missing
ATSC4i	numeric	30 unique values 0 missing
Eig13_AEA.ed.	numeric	22 unique values 0 missing
nDB	numeric	4 unique values 0 missing
SM15_AEA.bo.	numeric	26 unique values 0 missing
ATSC4m	numeric	30 unique values 0 missing
Eig13_AEA.ri.	numeric	23 unique values 0 missing
NdO	numeric	3 unique values 0 missing
SM15_AEA.dm.	numeric	21 unique values 0 missing
ATSC4p	numeric	28 unique values 0 missing
Eig13_EA	numeric	25 unique values 0 missing
NdsCH	numeric	2 unique values 0 missing
SM15_AEA.ed.	numeric	20 unique values 0 missing
ATSC4s	numeric	30 unique values 0 missing
Eig13_EA.bo.	numeric	20 unique values 0 missing
NdsN	numeric	2 unique values 0 missing
SM15_AEA.ri.	numeric	26 unique values 0 missing
ATSC4v	numeric	30 unique values 0 missing
Eig13_EA.dm.	numeric	4 unique values 0 missing
NdssC	numeric	4 unique values 0 missing
SM15_EA	numeric	23 unique values 0 missing
ATSC5e	numeric	30 unique values 0 missing
Eig13_EA.ed.	numeric	28 unique values 0 missing
nH	numeric	14 unique values 0 missing
SM15_EA.bo.	numeric	25 unique values 0 missing
ATSC5i	numeric	30 unique values 0 missing
Eig13_EA.ri.	numeric	25 unique values 0 missing
nHAcc	numeric	4 unique values 0 missing
SM15_EA.dm.	numeric	11 unique values 0 missing
ATSC5m	numeric	30 unique values 0 missing
Eig14_AEA.bo.	numeric	23 unique values 0 missing
nHDon	numeric	4 unique values 0 missing
SM15_EA.ed.	numeric	14 unique values 0 missing
ATSC5p	numeric	30 unique values 0 missing
Eig14_AEA.dm.	numeric	23 unique values 0 missing
nHet	numeric	4 unique values 0 missing
SM15_EA.ri.	numeric	24 unique values 0 missing
ATSC5s	numeric	30 unique values 0 missing
Eig14_AEA.ed.	numeric	26 unique values 0 missing
nN	numeric	2 unique values 0 missing
SMTI	numeric	29 unique values 0 missing
ATSC5v	numeric	30 unique values 0 missing
Eig14_AEA.ri.	numeric	27 unique values 0 missing
NNRS	numeric	4 unique values 0 missing
SMTIV	numeric	30 unique values 0 missing
ATSC6e	numeric	30 unique values 0 missing
Eig14_EA	numeric	24 unique values 0 missing
nO	numeric	4 unique values 0 missing
SNar	numeric	23 unique values 0 missing
ATSC6i	numeric	30 unique values 0 missing
Eig14_EA.bo.	numeric	26 unique values 0 missing
nOHs	numeric	2 unique values 0 missing
Sp	numeric	26 unique values 0 missing
ATSC6m	numeric	30 unique values 0 missing
Eig14_EA.dm.	numeric	2 unique values 0 missing
nOHt	numeric	4 unique values 0 missing
SpAD_AEA.bo.	numeric	30 unique values 0 missing
ATSC6p	numeric	30 unique values 0 missing
Eig14_EA.ed.	numeric	20 unique values 0 missing
nOxiranes	numeric	2 unique values 0 missing
SpAD_AEA.dm.	numeric	30 unique values 0 missing
ATSC6s	numeric	30 unique values 0 missing
Eig14_EA.ri.	numeric	23 unique values 0 missing
nOxolanes	numeric	2 unique values 0 missing
SpAD_AEA.ed.	numeric	30 unique values 0 missing
ATSC6v	numeric	30 unique values 0 missing
Eig15_AEA.bo.	numeric	24 unique values 0 missing
nR03	numeric	2 unique values 0 missing
SpAD_AEA.ri.	numeric	29 unique values 0 missing
ATSC7e	numeric	30 unique values 0 missing
Eig15_AEA.dm.	numeric	13 unique values 0 missing
nR05	numeric	2 unique values 0 missing
SpAD_EA	numeric	30 unique values 0 missing
ATSC7i	numeric	30 unique values 0 missing
Eig15_AEA.ed.	numeric	23 unique values 0 missing
nR06	numeric	3 unique values 0 missing
SpAD_EA.bo.	numeric	30 unique values 0 missing
ATSC7m	numeric	30 unique values 0 missing
Eig15_AEA.ri.	numeric	23 unique values 0 missing
nR08	numeric	2 unique values 0 missing
SpAD_EA.dm.	numeric	14 unique values 0 missing
ATSC7p	numeric	30 unique values 0 missing
Eig15_EA	numeric	23 unique values 0 missing
nR09	numeric	2 unique values 0 missing
SpAD_EA.ed.	numeric	30 unique values 0 missing
ATSC7s	numeric	30 unique values 0 missing
Eig15_EA.bo.	numeric	25 unique values 0 missing
nR11	numeric	2 unique values 0 missing
SpAD_EA.ri.	numeric	30 unique values 0 missing
ATSC7v	numeric	30 unique values 0 missing
Eig15_EA.ed.	numeric	26 unique values 0 missing
nR12	numeric	2 unique values 0 missing
SpDiam_AEA.bo.	numeric	12 unique values 0 missing
ATSC8e	numeric	30 unique values 0 missing
Eig15_EA.ri.	numeric	23 unique values 0 missing
nRCOOR	numeric	3 unique values 0 missing
SpDiam_AEA.dm.	numeric	14 unique values 0 missing
ATSC8i	numeric	30 unique values 0 missing
Eta_alpha	numeric	24 unique values 0 missing
nR.Cs	numeric	2 unique values 0 missing
SpDiam_AEA.ed.	numeric	11 unique values 0 missing
ATSC8m	numeric	30 unique values 0 missing
Eta_alpha_A	numeric	13 unique values 0 missing
nR.Ct	numeric	2 unique values 0 missing
SpDiam_AEA.ri.	numeric	20 unique values 0 missing
ATSC8p	numeric	30 unique values 0 missing
Eta_B	numeric	21 unique values 0 missing
nROH	numeric	4 unique values 0 missing
SpDiam_EA	numeric	13 unique values 0 missing
ATSC8s	numeric	30 unique values 0 missing
Eta_B_A	numeric	9 unique values 0 missing
nROR	numeric	4 unique values 0 missing
SpDiam_EA.bo.	numeric	15 unique values 0 missing
ATSC8v	numeric	30 unique values 0 missing
Eta_beta	numeric	19 unique values 0 missing
NRS	numeric	3 unique values 0 missing
SpDiam_EA.dm.	numeric	6 unique values 0 missing
BAC	numeric	19 unique values 0 missing
Eta_beta_A	numeric	25 unique values 0 missing
NsCH3	numeric	5 unique values 0 missing
SpDiam_EA.ed.	numeric	13 unique values 0 missing
BBI	numeric	17 unique values 0 missing
Eta_betaP	numeric	8 unique values 0 missing
nSK	numeric	16 unique values 0 missing
SpDiam_EA.ri.	numeric	12 unique values 0 missing
BIC0	numeric	16 unique values 0 missing
Eta_betaP_A	numeric	23 unique values 0 missing
NsOH	numeric	4 unique values 0 missing
SPI	numeric	30 unique values 0 missing
BIC1	numeric	24 unique values 0 missing
Eta_betaS	numeric	16 unique values 0 missing
NssCH2	numeric	8 unique values 0 missing
SpMAD_AEA.bo.	numeric	23 unique values 0 missing
BIC2	numeric	27 unique values 0 missing
Eta_betaS_A	numeric	15 unique values 0 missing
NssO	numeric	4 unique values 0 missing
SpMAD_AEA.dm.	numeric	22 unique values 0 missing
BIC3	numeric	24 unique values 0 missing
Eta_C	numeric	30 unique values 0 missing
NsssCH	numeric	2 unique values 0 missing
SpMAD_AEA.ed.	numeric	23 unique values 0 missing
BIC4	numeric	20 unique values 0 missing
Eta_C_A	numeric	28 unique values 0 missing
NssssC	numeric	2 unique values 0 missing
SpMAD_AEA.ri.	numeric	22 unique values 0 missing
BIC5	numeric	18 unique values 0 missing
Eta_epsi	numeric	26 unique values 0 missing
O.	numeric	18 unique values 0 missing
SpMAD_EA	numeric	22 unique values 0 missing
BID	numeric	17 unique values 0 missing
Eta_epsi_A	numeric	18 unique values 0 missing
O.056	numeric	4 unique values 0 missing
SpMAD_EA.bo.	numeric	25 unique values 0 missing
BLI	numeric	23 unique values 0 missing
Eta_F	numeric	30 unique values 0 missing
O.058	numeric	3 unique values 0 missing
SpMAD_EA.dm.	numeric	27 unique values 0 missing
BLTA96	numeric	26 unique values 0 missing
Eta_F_A	numeric	30 unique values 0 missing
O.059	numeric	3 unique values 0 missing
SpMAD_EA.ed.	numeric	27 unique values 0 missing
BLTD48	numeric	25 unique values 0 missing
Eta_FL	numeric	25 unique values 0 missing
O.060	numeric	3 unique values 0 missing
SpMAD_EA.ri.	numeric	23 unique values 0 missing
BLTF96	numeric	25 unique values 0 missing
Eta_FL_A	numeric	21 unique values 0 missing
ON0	numeric	24 unique values 0 missing
SpMax1_Bh.e.	numeric	22 unique values 0 missing
C.	numeric	19 unique values 0 missing
Eta_L	numeric	29 unique values 0 missing
ON0V	numeric	26 unique values 0 missing
SpMax1_Bh.i.	numeric	19 unique values 0 missing
C.001	numeric	5 unique values 0 missing
Eta_L_A	numeric	24 unique values 0 missing
ON1	numeric	29 unique values 0 missing
SpMax1_Bh.m.	numeric	18 unique values 0 missing
C.002	numeric	7 unique values 0 missing
Eta_sh_p	numeric	27 unique values 0 missing
ON1V	numeric	29 unique values 0 missing
SpMax1_Bh.p.	numeric	19 unique values 0 missing
C.003	numeric	2 unique values 0 missing
Eta_sh_x	numeric	18 unique values 0 missing
PCD	numeric	29 unique values 0 missing
SpMax1_Bh.s.	numeric	5 unique values 0 missing
C.006	numeric	2 unique values 0 missing
Eta_sh_y	numeric	21 unique values 0 missing
PCR	numeric	24 unique values 0 missing
SpMax1_Bh.v.	numeric	19 unique values 0 missing
C.009	numeric	2 unique values 0 missing
GATS1e	numeric	20 unique values 0 missing
PDI	numeric	23 unique values 0 missing
SpMax2_Bh.e.	numeric	24 unique values 0 missing
C.012	numeric	2 unique values 0 missing
GATS1i	numeric	24 unique values 0 missing
PHI	numeric	27 unique values 0 missing
SpMax2_Bh.i.	numeric	20 unique values 0 missing
C.016	numeric	2 unique values 0 missing
GATS1m	numeric	24 unique values 0 missing
piID	numeric	29 unique values 0 missing
SpMax2_Bh.m.	numeric	23 unique values 0 missing
C.017	numeric	2 unique values 0 missing
GATS1p	numeric	26 unique values 0 missing
piPC01	numeric	17 unique values 0 missing
SpMax2_Bh.p.	numeric	18 unique values 0 missing
C.024	numeric	4 unique values 0 missing
GATS1s	numeric	26 unique values 0 missing
piPC02	numeric	20 unique values 0 missing
SpMax2_Bh.s.	numeric	3 unique values 0 missing
C.025	numeric	4 unique values 0 missing
GATS1v	numeric	24 unique values 0 missing
piPC03	numeric	23 unique values 0 missing
SpMax2_Bh.v.	numeric	23 unique values 0 missing
C.040	numeric	3 unique values 0 missing
GATS2e	numeric	22 unique values 0 missing
piPC04	numeric	27 unique values 0 missing
SpMax3_Bh.e.	numeric	21 unique values 0 missing
CATS2D_01_LL	numeric	11 unique values 0 missing
GATS2i	numeric	25 unique values 0 missing
piPC05	numeric	28 unique values 0 missing
SpMax3_Bh.i.	numeric	18 unique values 0 missing
CATS2D_02_AA	numeric	4 unique values 0 missing
GATS2m	numeric	24 unique values 0 missing
piPC06	numeric	29 unique values 0 missing
SpMax3_Bh.m.	numeric	22 unique values 0 missing
CATS2D_02_AL	numeric	7 unique values 0 missing
GATS2p	numeric	27 unique values 0 missing
piPC07	numeric	27 unique values 0 missing
SpMax3_Bh.p.	numeric	20 unique values 0 missing
CATS2D_02_DL	numeric	4 unique values 0 missing
GATS2s	numeric	29 unique values 0 missing
piPC08	numeric	27 unique values 0 missing
SpMax3_Bh.s.	numeric	2 unique values 0 missing
CATS2D_02_LL	numeric	12 unique values 0 missing
GATS2v	numeric	25 unique values 0 missing
piPC09	numeric	28 unique values 0 missing
SpMax3_Bh.v.	numeric	20 unique values 0 missing
CATS2D_03_AA	numeric	6 unique values 0 missing
GATS3e	numeric	28 unique values 0 missing
piPC10	numeric	30 unique values 0 missing
SpMax4_Bh.e.	numeric	25 unique values 0 missing
CATS2D_03_AL	numeric	9 unique values 0 missing
GATS3i	numeric	29 unique values 0 missing
PJI2	numeric	4 unique values 0 missing
SpMax4_Bh.i.	numeric	25 unique values 0 missing
CATS2D_03_DA	numeric	4 unique values 0 missing
GATS3m	numeric	27 unique values 0 missing
Pol	numeric	19 unique values 0 missing
SpMax4_Bh.m.	numeric	21 unique values 0 missing
CATS2D_03_DD	numeric	3 unique values 0 missing
GATS3p	numeric	28 unique values 0 missing
Psi_e_0	numeric	30 unique values 0 missing
SpMax4_Bh.p.	numeric	18 unique values 0 missing
CATS2D_03_DL	numeric	4 unique values 0 missing
GATS3s	numeric	26 unique values 0 missing
Psi_e_1	numeric	29 unique values 0 missing
SpMax4_Bh.s.	numeric	2 unique values 0 missing
CATS2D_03_LL	numeric	9 unique values 0 missing
GATS3v	numeric	27 unique values 0 missing
Psi_e_A	numeric	25 unique values 0 missing
SpMax4_Bh.v.	numeric	21 unique values 0 missing
CATS2D_04_AA	numeric	5 unique values 0 missing
GATS4e	numeric	29 unique values 0 missing
Psi_i_0	numeric	27 unique values 0 missing
SpMax5_Bh.e.	numeric	23 unique values 0 missing
CATS2D_04_AL	numeric	10 unique values 0 missing
GATS4i	numeric	25 unique values 0 missing
Psi_i_1	numeric	29 unique values 0 missing
SpMax5_Bh.i.	numeric	23 unique values 0 missing
CATS2D_04_DA	numeric	5 unique values 0 missing
GATS4m	numeric	27 unique values 0 missing
Psi_i_A	numeric	25 unique values 0 missing
SpMax5_Bh.m.	numeric	16 unique values 0 missing
CATS2D_04_DD	numeric	2 unique values 0 missing
GATS4p	numeric	25 unique values 0 missing
Psi_i_s	numeric	27 unique values 0 missing
SpMax5_Bh.p.	numeric	22 unique values 0 missing
CATS2D_04_DL	numeric	5 unique values 0 missing
GATS4s	numeric	29 unique values 0 missing
P_VSA_e_1	numeric	16 unique values 0 missing
SpMax5_Bh.s.	numeric	5 unique values 0 missing
CATS2D_04_LL	numeric	8 unique values 0 missing
GATS4v	numeric	22 unique values 0 missing
P_VSA_e_2	numeric	26 unique values 0 missing
SpMax5_Bh.v.	numeric	22 unique values 0 missing
CATS2D_05_AA	numeric	7 unique values 0 missing
GATS5e	numeric	28 unique values 0 missing
P_VSA_e_3	numeric	2 unique values 0 missing
SpMax6_Bh.e.	numeric	19 unique values 0 missing
CATS2D_05_AL	numeric	11 unique values 0 missing
GATS5i	numeric	27 unique values 0 missing
P_VSA_e_5	numeric	8 unique values 0 missing
SpMax6_Bh.i.	numeric	22 unique values 0 missing
CATS2D_05_DA	numeric	5 unique values 0 missing
GATS5m	numeric	24 unique values 0 missing
P_VSA_i_2	numeric	26 unique values 0 missing
SpMax6_Bh.m.	numeric	27 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
GATS5p	numeric	28 unique values 0 missing
P_VSA_i_3	numeric	22 unique values 0 missing
SpMax6_Bh.p.	numeric	19 unique values 0 missing
CATS2D_05_DL	numeric	6 unique values 0 missing
GATS5s	numeric	29 unique values 0 missing
P_VSA_i_4	numeric	2 unique values 0 missing
SpMax6_Bh.s.	numeric	13 unique values 0 missing
CATS2D_05_LL	numeric	12 unique values 0 missing
GATS5v	numeric	25 unique values 0 missing
P_VSA_LogP_1	numeric	5 unique values 0 missing
SpMax6_Bh.v.	numeric	20 unique values 0 missing
CATS2D_06_AA	numeric	5 unique values 0 missing
GATS6e	numeric	28 unique values 0 missing
P_VSA_LogP_2	numeric	8 unique values 0 missing
SpMax7_Bh.e.	numeric	23 unique values 0 missing
CATS2D_06_AL	numeric	14 unique values 0 missing
GATS6i	numeric	27 unique values 0 missing
P_VSA_LogP_3	numeric	11 unique values 0 missing
SpMax7_Bh.i.	numeric	23 unique values 0 missing
CATS2D_06_DA	numeric	5 unique values 0 missing
GATS6m	numeric	24 unique values 0 missing
P_VSA_LogP_4	numeric	9 unique values 0 missing
SpMax7_Bh.m.	numeric	24 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS6p	numeric	28 unique values 0 missing
P_VSA_LogP_5	numeric	8 unique values 0 missing
SpMax7_Bh.p.	numeric	18 unique values 0 missing
CATS2D_06_DL	numeric	7 unique values 0 missing
GATS6s	numeric	29 unique values 0 missing
P_VSA_LogP_6	numeric	2 unique values 0 missing
SpMax7_Bh.s.	numeric	10 unique values 0 missing
CATS2D_06_LL	numeric	15 unique values 0 missing
GATS6v	numeric	26 unique values 0 missing
P_VSA_LogP_7	numeric	17 unique values 0 missing
SpMax7_Bh.v.	numeric	19 unique values 0 missing
CATS2D_07_AA	numeric	8 unique values 0 missing
GATS7e	numeric	30 unique values 0 missing
P_VSA_m_1	numeric	16 unique values 0 missing
SpMax8_Bh.e.	numeric	24 unique values 0 missing
CATS2D_07_AL	numeric	15 unique values 0 missing
GATS7i	numeric	28 unique values 0 missing
P_VSA_m_2	numeric	26 unique values 0 missing
SpMax8_Bh.i.	numeric	22 unique values 0 missing
CATS2D_07_DA	numeric	6 unique values 0 missing
GATS7m	numeric	26 unique values 0 missing
P_VSA_m_3	numeric	8 unique values 0 missing
SpMax8_Bh.m.	numeric	26 unique values 0 missing
CATS2D_07_DD	numeric	2 unique values 0 missing
GATS7p	numeric	28 unique values 0 missing
P_VSA_MR_1	numeric	15 unique values 0 missing
SpMax8_Bh.p.	numeric	20 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
GATS7s	numeric	28 unique values 0 missing
P_VSA_MR_2	numeric	7 unique values 0 missing
SpMax8_Bh.s.	numeric	20 unique values 0 missing
CATS2D_07_LL	numeric	13 unique values 0 missing
GATS7v	numeric	28 unique values 0 missing
P_VSA_MR_3	numeric	7 unique values 0 missing
SpMax8_Bh.v.	numeric	22 unique values 0 missing
CATS2D_08_AA	numeric	8 unique values 0 missing
GATS8e	numeric	29 unique values 0 missing
P_VSA_MR_4	numeric	2 unique values 0 missing
SpMaxA_AEA.bo.	numeric	20 unique values 0 missing
CATS2D_08_AL	numeric	15 unique values 0 missing
GATS8i	numeric	27 unique values 0 missing
P_VSA_MR_5	numeric	19 unique values 0 missing
SpMaxA_AEA.dm.	numeric	21 unique values 0 missing
CATS2D_08_DA	numeric	5 unique values 0 missing
GATS8m	numeric	27 unique values 0 missing
P_VSA_MR_6	numeric	10 unique values 0 missing
SpMaxA_AEA.ed.	numeric	23 unique values 0 missing
CATS2D_08_DL	numeric	8 unique values 0 missing
GATS8p	numeric	26 unique values 0 missing
P_VSA_MR_7	numeric	2 unique values 0 missing
SpMaxA_AEA.ri.	numeric	20 unique values 0 missing
CATS2D_08_LL	numeric	15 unique values 0 missing
GATS8s	numeric	28 unique values 0 missing
P_VSA_p_1	numeric	16 unique values 0 missing
SpMaxA_EA	numeric	19 unique values 0 missing
CATS2D_09_AA	numeric	7 unique values 0 missing
GATS8v	numeric	28 unique values 0 missing
P_VSA_p_2	numeric	9 unique values 0 missing
SpMax_AEA.bo.	numeric	12 unique values 0 missing
CATS2D_09_AL	numeric	13 unique values 0 missing
GGI1	numeric	8 unique values 0 missing
P_VSA_p_3	numeric	26 unique values 0 missing
SpMaxA_EA.bo.	numeric	21 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
GGI10	numeric	28 unique values 0 missing
P_VSA_s_2	numeric	17 unique values 0 missing
SpMax_AEA.dm.	numeric	13 unique values 0 missing
CATS2D_09_DL	numeric	10 unique values 0 missing
GGI2	numeric	9 unique values 0 missing
P_VSA_s_3	numeric	20 unique values 0 missing
SpMaxA_EA.dm.	numeric	14 unique values 0 missing
CATS2D_09_LL	numeric	15 unique values 0 missing
GGI3	numeric	16 unique values 0 missing
P_VSA_s_4	numeric	10 unique values 0 missing
SpMax_AEA.ed.	numeric	10 unique values 0 missing
CENT	numeric	30 unique values 0 missing
GGI4	numeric	23 unique values 0 missing
P_VSA_s_6	numeric	9 unique values 0 missing
SpMaxA_EA.ed.	numeric	25 unique values 0 missing
Chi0_AEA.bo.	numeric	28 unique values 0 missing
GGI5	numeric	25 unique values 0 missing
P_VSA_v_1	numeric	16 unique values 0 missing
SpMax_AEA.ri.	numeric	9 unique values 0 missing
Chi0_AEA.dm.	numeric	28 unique values 0 missing
GGI6	numeric	26 unique values 0 missing
P_VSA_v_2	numeric	9 unique values 0 missing
SpMaxA_EA.ri.	numeric	18 unique values 0 missing
Chi0_AEA.ed.	numeric	28 unique values 0 missing
GGI7	numeric	29 unique values 0 missing
P_VSA_v_3	numeric	26 unique values 0 missing
SpMax_EA	numeric	13 unique values 0 missing
Chi0_AEA.ri.	numeric	28 unique values 0 missing
GGI8	numeric	28 unique values 0 missing
PW2	numeric	20 unique values 0 missing
SpMax_EA.bo.	numeric	15 unique values 0 missing
Chi0_EA	numeric	28 unique values 0 missing
GGI9	numeric	30 unique values 0 missing
PW3	numeric	20 unique values 0 missing
SpMax_EA.dm.	numeric	6 unique values 0 missing
Chi0_EA.bo.	numeric	29 unique values 0 missing
GMTI	numeric	30 unique values 0 missing
PW4	numeric	15 unique values 0 missing
SpMax_EA.ed.	numeric	14 unique values 0 missing
Chi0_EA.dm.	numeric	22 unique values 0 missing
GMTIV	numeric	30 unique values 0 missing
PW5	numeric	14 unique values 0 missing
SpMax_EA.ri.	numeric	12 unique values 0 missing
Chi0_EA.ed.	numeric	29 unique values 0 missing
GNar	numeric	25 unique values 0 missing
Qindex	numeric	11 unique values 0 missing
SpMin1_Bh.e.	numeric	18 unique values 0 missing
Chi0_EA.ri.	numeric	29 unique values 0 missing
H.	numeric	21 unique values 0 missing
Ram	numeric	6 unique values 0 missing
SpMin1_Bh.i.	numeric	21 unique values 0 missing
Chi1_AEA.bo.	numeric	30 unique values 0 missing
H.046	numeric	11 unique values 0 missing
RBF	numeric	20 unique values 0 missing
SpMin1_Bh.m.	numeric	6 unique values 0 missing
Chi1_AEA.dm.	numeric	30 unique values 0 missing
H.047	numeric	7 unique values 0 missing
RBN	numeric	11 unique values 0 missing
SpMin1_Bh.p.	numeric	22 unique values 0 missing
Chi1_AEA.ed.	numeric	30 unique values 0 missing
H.048	numeric	2 unique values 0 missing
Rbrid	numeric	3 unique values 0 missing
SpMin1_Bh.s.	numeric	4 unique values 0 missing
Chi1_AEA.ri.	numeric	30 unique values 0 missing
H.050	numeric	4 unique values 0 missing
RCI	numeric	6 unique values 0 missing
SpMin1_Bh.v.	numeric	13 unique values 0 missing
Chi1_EA	numeric	30 unique values 0 missing
H.051	numeric	8 unique values 0 missing
RDCHI	numeric	30 unique values 0 missing
SpMin2_Bh.e.	numeric	19 unique values 0 missing
Chi1_EA.bo.	numeric	30 unique values 0 missing
H.052	numeric	2 unique values 0 missing
RDSQ	numeric	30 unique values 0 missing
SpMin2_Bh.i.	numeric	20 unique values 0 missing
Chi1_EA.dm.	numeric	22 unique values 0 missing
H.053	numeric	2 unique values 0 missing
RFD	numeric	6 unique values 0 missing
SpMin2_Bh.m.	numeric	17 unique values 0 missing
Chi1_EA.ed.	numeric	30 unique values 0 missing
HDcpx	numeric	21 unique values 0 missing
Rperim	numeric	6 unique values 0 missing
SpMin2_Bh.p.	numeric	18 unique values 0 missing
Chi1_EA.ri.	numeric	30 unique values 0 missing
HNar	numeric	27 unique values 0 missing
S0K	numeric	25 unique values 0 missing
SpMin2_Bh.s.	numeric	14 unique values 0 missing
CIC0	numeric	25 unique values 0 missing
HVcpx	numeric	28 unique values 0 missing
S1K	numeric	26 unique values 0 missing
SpMin2_Bh.v.	numeric	17 unique values 0 missing
CIC1	numeric	27 unique values 0 missing
Hy	numeric	24 unique values 0 missing
S2K	numeric	27 unique values 0 missing
SpMin3_Bh.e.	numeric	16 unique values 0 missing
CIC2	numeric	29 unique values 0 missing
IAC	numeric	26 unique values 0 missing
S3K	numeric	28 unique values 0 missing
SpMin3_Bh.i.	numeric	15 unique values 0 missing
CIC3	numeric	30 unique values 0 missing
IC0	numeric	22 unique values 0 missing
SAacc	numeric	9 unique values 0 missing
SpMin3_Bh.m.	numeric	14 unique values 0 missing
CIC4	numeric	29 unique values 0 missing
IC1	numeric	27 unique values 0 missing
SaaCH	numeric	11 unique values 0 missing
SpMin3_Bh.p.	numeric	22 unique values 0 missing
CIC5	numeric	27 unique values 0 missing
IC2	numeric	30 unique values 0 missing
SaasC	numeric	11 unique values 0 missing
SpMin3_Bh.s.	numeric	16 unique values 0 missing
CID	numeric	28 unique values 0 missing
IC3	numeric	30 unique values 0 missing
SAdon	numeric	4 unique values 0 missing
SpMin3_Bh.v.	numeric	21 unique values 0 missing
CSI	numeric	29 unique values 0 missing
IC4	numeric	27 unique values 0 missing
SAtot	numeric	27 unique values 0 missing
SpMin4_Bh.e.	numeric	19 unique values 0 missing
DBI	numeric	21 unique values 0 missing
IC5	numeric	28 unique values 0 missing
SCBO	numeric	17 unique values 0 missing
SpMin4_Bh.i.	numeric	19 unique values 0 missing
D.Dtr03	numeric	2 unique values 0 missing
ICR	numeric	27 unique values 0 missing
SdO	numeric	30 unique values 0 missing
SpMin4_Bh.m.	numeric	13 unique values 0 missing
D.Dtr05	numeric	30 unique values 0 missing
IDDE	numeric	27 unique values 0 missing
SdsCH	numeric	22 unique values 0 missing
SpMin4_Bh.p.	numeric	21 unique values 0 missing
D.Dtr06	numeric	13 unique values 0 missing
IDDM	numeric	25 unique values 0 missing
SdsN	numeric	4 unique values 0 missing
SpMin4_Bh.s.	numeric	17 unique values 0 missing
D.Dtr07	numeric	30 unique values 0 missing
IDE	numeric	29 unique values 0 missing
SdssC	numeric	30 unique values 0 missing
SpMin4_Bh.v.	numeric	18 unique values 0 missing
D.Dtr08	numeric	4 unique values 0 missing
IDET	numeric	30 unique values 0 missing
Se	numeric	26 unique values 0 missing
SpMin5_Bh.e.	numeric	19 unique values 0 missing
D.Dtr09	numeric	3 unique values 0 missing
IDM	numeric	28 unique values 0 missing
Si	numeric	26 unique values 0 missing
SpMin5_Bh.i.	numeric	19 unique values 0 missing
D.Dtr10	numeric	30 unique values 0 missing
IDMT	numeric	30 unique values 0 missing
SIC0	numeric	17 unique values 0 missing
SpMin5_Bh.m.	numeric	16 unique values 0 missing
D.Dtr11	numeric	4 unique values 0 missing
ISIZ	numeric	19 unique values 0 missing
SIC1	numeric	25 unique values 0 missing
SpMin5_Bh.p.	numeric	23 unique values 0 missing
D.Dtr12	numeric	3 unique values 0 missing
IVDE	numeric	24 unique values 0 missing
SIC2	numeric	28 unique values 0 missing
SpMin5_Bh.s.	numeric	10 unique values 0 missing
DECC	numeric	27 unique values 0 missing
IVDM	numeric	25 unique values 0 missing
SIC3	numeric	25 unique values 0 missing
SpMin5_Bh.v.	numeric	21 unique values 0 missing
DELS	numeric	30 unique values 0 missing
JGI1	numeric	19 unique values 0 missing
SIC4	numeric	19 unique values 0 missing
SpMin6_Bh.e.	numeric	21 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
JGI10	numeric	3 unique values 0 missing
SIC5	numeric	18 unique values 0 missing
SpMin6_Bh.i.	numeric	23 unique values 0 missing
DLS_02	numeric	2 unique values 0 missing
JGI2	numeric	15 unique values 0 missing
SM02_AEA.bo.	numeric	24 unique values 0 missing
SpMin6_Bh.m.	numeric	16 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
JGI3	numeric	13 unique values 0 missing
SM02_AEA.dm.	numeric	25 unique values 0 missing
SpMin6_Bh.p.	numeric	23 unique values 0 missing
DLS_04	numeric	2 unique values 0 missing
JGI4	numeric	10 unique values 0 missing
SM02_AEA.ed.	numeric	24 unique values 0 missing
SpMin6_Bh.s.	numeric	15 unique values 0 missing
DLS_06	numeric	2 unique values 0 missing
JGI5	numeric	6 unique values 0 missing
SM02_AEA.ri.	numeric	29 unique values 0 missing
SpMin6_Bh.v.	numeric	21 unique values 0 missing
DLS_07	numeric	2 unique values 0 missing
JGI6	numeric	4 unique values 0 missing
SM02_EA	numeric	17 unique values 0 missing
SpMin7_Bh.e.	numeric	25 unique values 0 missing
DLS_cons	numeric	6 unique values 0 missing
JGI7	numeric	5 unique values 0 missing
SM02_EA.bo.	numeric	20 unique values 0 missing
SpMin7_Bh.i.	numeric	23 unique values 0 missing
Dz	numeric	24 unique values 0 missing
JGI8	numeric	3 unique values 0 missing
SM02_EA.dm.	numeric	12 unique values 0 missing
SpMin7_Bh.m.	numeric	14 unique values 0 missing
ECC	numeric	27 unique values 0 missing
JGI9	numeric	4 unique values 0 missing
SM02_EA.ed.	numeric	30 unique values 0 missing
SpMin7_Bh.p.	numeric	24 unique values 0 missing
Eig01_AEA.bo.	numeric	12 unique values 0 missing
JGT	numeric	26 unique values 0 missing
SM02_EA.ri.	numeric	22 unique values 0 missing
SpMin7_Bh.s.	numeric	15 unique values 0 missing
Eig01_AEA.dm.	numeric	13 unique values 0 missing
LLS_01	numeric	2 unique values 0 missing
SM03_AEA.bo.	numeric	26 unique values 0 missing
SpMin7_Bh.v.	numeric	20 unique values 0 missing
Eig01_AEA.ed.	numeric	10 unique values 0 missing
LLS_02	numeric	3 unique values 0 missing
SM03_AEA.dm.	numeric	26 unique values 0 missing
SpMin8_Bh.e.	numeric	23 unique values 0 missing
Eig01_AEA.ri.	numeric	9 unique values 0 missing
LOC	numeric	26 unique values 0 missing
SM03_AEA.ed.	numeric	27 unique values 0 missing
SpMin8_Bh.i.	numeric	22 unique values 0 missing
Eig01_EA	numeric	13 unique values 0 missing
LPRS	numeric	30 unique values 0 missing
SM03_AEA.ri.	numeric	29 unique values 0 missing
SpMin8_Bh.m.	numeric	18 unique values 0 missing
Eig01_EA.bo.	numeric	15 unique values 0 missing
MATS1e	numeric	22 unique values 0 missing
SM03_EA	numeric	7 unique values 0 missing
SpMin8_Bh.p.	numeric	26 unique values 0 missing
Eig01_EA.dm.	numeric	6 unique values 0 missing
MATS1i	numeric	25 unique values 0 missing
SM03_EA.bo.	numeric	12 unique values 0 missing
SpMin8_Bh.s.	numeric	18 unique values 0 missing
Eig01_EA.ed.	numeric	14 unique values 0 missing
MATS1m	numeric	14 unique values 0 missing
SM03_EA.dm.	numeric	4 unique values 0 missing
SpMin8_Bh.v.	numeric	25 unique values 0 missing
Eig01_EA.ri.	numeric	12 unique values 0 missing
MATS1p	numeric	24 unique values 0 missing
SM03_EA.ed.	numeric	22 unique values 0 missing
SRW02	numeric	16 unique values 0 missing
Eig02_AEA.bo.	numeric	13 unique values 0 missing
MATS1s	numeric	23 unique values 0 missing
SM03_EA.ri.	numeric	12 unique values 0 missing
SRW03	numeric	2 unique values 0 missing
Eig02_AEA.dm.	numeric	14 unique values 0 missing
MATS1v	numeric	19 unique values 0 missing
SM04_AEA.bo.	numeric	29 unique values 0 missing
SRW04	numeric	24 unique values 0 missing
Eig02_AEA.ed.	numeric	6 unique values 0 missing
MATS2e	numeric	25 unique values 0 missing
SM04_AEA.dm.	numeric	23 unique values 0 missing
SRW05	numeric	3 unique values 0 missing

Show first 100 features

107 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

1088

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

1087

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.13

Minimum kurtosis among attributes of the numeric type.

Quartile2MeansOfNumericAtts

4.15

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

REPTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxKurtosisOfNumericAtts

Maximum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-6.92

Minimum of means among attributes of the numeric type.

Quartile2MutualInformation

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

REPTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMeansOfNumericAtts

98327.17

Maximum of means among attributes of the numeric type.

MinMutualInformation

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

Quartile2SkewnessOfNumericAtts

-0.07

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

REPTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3

DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump

MaxMutualInformation

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

MinNominalAttDistinctValues

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

PercentageOfBinaryFeatures

Percentage of binary attributes.

Quartile2StdDevOfNumericAtts

0.14

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

RandomTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

Dimensionality

36.27

Number of attributes divided by the number of instances.

MaxNominalAttDistinctValues

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

MinSkewnessOfNumericAtts

-5.42

Minimum skewness among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

RandomTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

EquivalentNumberOfAtts

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

MaxSkewnessOfNumericAtts

5.48

Maximum skewness among attributes of the numeric type.

MinStdDevOfNumericAtts

Minimum standard deviation of attributes of the numeric type.

PercentageOfMissingValues

Percentage of missing values.

Quartile3KurtosisOfNumericAtts

1.3

Third quartile of kurtosis among attributes of the numeric type.

AutoCorrelation

0.26

Average class difference between consecutive instances.

RandomTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1

J48.00001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MaxStdDevOfNumericAtts

44468.7

Maximum standard deviation of attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

PercentageOfNumericFeatures

99.91

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

13.83

Third quartile of means among attributes of the numeric type.

CfsSubsetEval_DecisionStumpAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanAttributeEntropy

Average entropy of the attributes.

MinorityClassSize

Number of instances belonging to the least frequent class.

PercentageOfSymbolicFeatures

0.09

Percentage of nominal attributes.

Quartile3MutualInformation

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

CfsSubsetEval_DecisionStumpErrRate

Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.00001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001

MeanKurtosisOfNumericAtts

1.57

Mean kurtosis among attributes of the numeric type.

NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1AttributeEntropy

First quartile of entropy among attributes.

Quartile3SkewnessOfNumericAtts

0.65

Third quartile of skewness among attributes of the numeric type.

CfsSubsetEval_DecisionStumpKappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2

J48.0001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMeansOfNumericAtts

420.15

Mean of means among attributes of the numeric type.

NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1KurtosisOfNumericAtts

-0.34

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

1.17

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

CfsSubsetEval_NaiveBayesAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanMutualInformation

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

NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes

Quartile1MeansOfNumericAtts

1.51

First quartile of means among attributes of the numeric type.

REPTreeDepth1AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesErrRate

Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.0001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001

MeanNoiseToSignalRatio

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

NumberOfBinaryFeatures

Number of binary attributes.

Quartile1MutualInformation

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

REPTreeDepth1ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_NaiveBayesKappa

Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

RandomTreeDepth3Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3

J48.001.AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanNominalAttDistinctValues

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

Quartile1SkewnessOfNumericAtts

-0.52

First quartile of skewness among attributes of the numeric type.

REPTreeDepth1Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1

CfsSubsetEval_kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

StdvNominalAttDistinctValues

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

J48.001.ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001

MeanSkewnessOfNumericAtts

0.18

Mean skewness among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.05

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

REPTreeDepth2AUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NAUC

Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk

J48.001.Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001

MajorityClassPercentage

Percentage of instances belonging to the most frequent class.

MeanStdDevOfNumericAtts

119.85

Mean standard deviation of attributes of the numeric type.

Quartile2AttributeEntropy

Second quartile (Median) of entropy among attributes.

REPTreeDepth2ErrRate

Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2

CfsSubsetEval_kNN1NKappa

Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W

kNN1NErrRate

Error rate achieved by the landmarker weka.classifiers.lazy.IBk

MajorityClassSize

Number of instances belonging to the most frequent class.

MinAttributeEntropy

Minimal entropy among attributes.

Quartile2KurtosisOfNumericAtts

0.11

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

REPTreeDepth2Kappa

Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2

ClassEntropy