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QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3516

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: CHEMBL3516 (TID: 12413), and it has 60 rows and 588 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). Feature selection was also applied.

590 features

pXC50 (target)	numeric	42 unique values 0 missing
molecule_id (row identifier)	nominal	60 unique values 0 missing
Eig01_EA.ed.	numeric	30 unique values 0 missing
LOC	numeric	30 unique values 0 missing
AAC	numeric	48 unique values 0 missing
Eig01_EA.ri.	numeric	31 unique values 0 missing
LPRS	numeric	48 unique values 0 missing
AECC	numeric	42 unique values 0 missing
Eig02_AEA.bo.	numeric	44 unique values 0 missing
MATS1e	numeric	46 unique values 0 missing
ALOGP	numeric	55 unique values 0 missing
Eig02_AEA.dm.	numeric	39 unique values 0 missing
MATS1i	numeric	50 unique values 0 missing
ALOGP2	numeric	57 unique values 0 missing
Eig02_AEA.ed.	numeric	36 unique values 0 missing
MATS1m	numeric	37 unique values 0 missing
AMR	numeric	57 unique values 0 missing
Eig02_AEA.ri.	numeric	54 unique values 0 missing
MATS1p	numeric	42 unique values 0 missing
AMW	numeric	52 unique values 0 missing
Eig02_EA	numeric	42 unique values 0 missing
MATS1s	numeric	42 unique values 0 missing
ARR	numeric	22 unique values 0 missing
Eig02_EA.bo.	numeric	41 unique values 0 missing
MATS1v	numeric	39 unique values 0 missing
ATS1e	numeric	53 unique values 0 missing
Eig02_EA.dm.	numeric	7 unique values 0 missing
MATS2e	numeric	52 unique values 0 missing
ATS1i	numeric	54 unique values 0 missing
Eig02_EA.ed.	numeric	40 unique values 0 missing
MATS2i	numeric	56 unique values 0 missing
ATS1m	numeric	53 unique values 0 missing
Eig02_EA.ri.	numeric	53 unique values 0 missing
MATS2m	numeric	52 unique values 0 missing
ATS1p	numeric	55 unique values 0 missing
Eig03_AEA.bo.	numeric	45 unique values 0 missing
MATS2p	numeric	55 unique values 0 missing
ATS1s	numeric	58 unique values 0 missing
Eig03_AEA.dm.	numeric	46 unique values 0 missing
MATS2s	numeric	54 unique values 0 missing
ATS1v	numeric	54 unique values 0 missing
Eig03_AEA.ed.	numeric	43 unique values 0 missing
MATS2v	numeric	51 unique values 0 missing
ATS2e	numeric	55 unique values 0 missing
Eig03_AEA.ri.	numeric	55 unique values 0 missing
MATS3e	numeric	50 unique values 0 missing
ATS2i	numeric	57 unique values 0 missing
Eig03_EA	numeric	45 unique values 0 missing
MATS3i	numeric	55 unique values 0 missing
ATS2m	numeric	56 unique values 0 missing
Eig03_EA.bo.	numeric	48 unique values 0 missing
MATS3m	numeric	52 unique values 0 missing
ATS2p	numeric	55 unique values 0 missing
Eig03_EA.dm.	numeric	5 unique values 0 missing
MATS3p	numeric	50 unique values 0 missing
ATS2s	numeric	56 unique values 0 missing
Eig03_EA.ed.	numeric	46 unique values 0 missing
MATS3s	numeric	48 unique values 0 missing
ATS2v	numeric	54 unique values 0 missing
Eig03_EA.ri.	numeric	58 unique values 0 missing
MATS3v	numeric	54 unique values 0 missing
ATS3e	numeric	53 unique values 0 missing
Eig04_AEA.bo.	numeric	44 unique values 0 missing
MATS4e	numeric	57 unique values 0 missing
ATS3i	numeric	54 unique values 0 missing
Eig04_AEA.dm.	numeric	54 unique values 0 missing
MATS4i	numeric	50 unique values 0 missing
ATS3m	numeric	57 unique values 0 missing
Eig04_AEA.ed.	numeric	45 unique values 0 missing
MATS4m	numeric	56 unique values 0 missing
ATS3p	numeric	56 unique values 0 missing
Eig04_AEA.ri.	numeric	58 unique values 0 missing
MATS4p	numeric	56 unique values 0 missing
ATS3s	numeric	57 unique values 0 missing
Eig04_EA	numeric	47 unique values 0 missing
MATS4s	numeric	49 unique values 0 missing
ATS3v	numeric	55 unique values 0 missing
Eig04_EA.bo.	numeric	45 unique values 0 missing
MATS4v	numeric	56 unique values 0 missing
ATS4e	numeric	57 unique values 0 missing
Eig04_EA.dm.	numeric	5 unique values 0 missing
MATS5e	numeric	58 unique values 0 missing
ATS4i	numeric	58 unique values 0 missing
Eig04_EA.ed.	numeric	46 unique values 0 missing
MATS5i	numeric	50 unique values 0 missing
ATS4m	numeric	57 unique values 0 missing
Eig04_EA.ri.	numeric	56 unique values 0 missing
MATS5m	numeric	55 unique values 0 missing
ATS4p	numeric	57 unique values 0 missing
Eig05_AEA.bo.	numeric	44 unique values 0 missing
MATS5p	numeric	58 unique values 0 missing
ATS4s	numeric	58 unique values 0 missing
Eig05_AEA.dm.	numeric	54 unique values 0 missing
MATS5s	numeric	56 unique values 0 missing
ATS4v	numeric	58 unique values 0 missing
Eig05_AEA.ed.	numeric	41 unique values 0 missing
MATS5v	numeric	57 unique values 0 missing
ATS5e	numeric	58 unique values 0 missing
Eig05_AEA.ri.	numeric	53 unique values 0 missing
MATS6e	numeric	54 unique values 0 missing
ATS5i	numeric	58 unique values 0 missing
Eig05_EA	numeric	45 unique values 0 missing
MATS6i	numeric	57 unique values 0 missing
ATS5m	numeric	56 unique values 0 missing
Eig05_EA.bo.	numeric	48 unique values 0 missing
MATS6m	numeric	55 unique values 0 missing
ATS5p	numeric	60 unique values 0 missing
Eig05_EA.dm.	numeric	3 unique values 0 missing
MATS6p	numeric	54 unique values 0 missing
ATS5s	numeric	57 unique values 0 missing
Eig05_EA.ed.	numeric	48 unique values 0 missing
MATS6s	numeric	55 unique values 0 missing
ATS5v	numeric	59 unique values 0 missing
Eig05_EA.ri.	numeric	53 unique values 0 missing
MATS6v	numeric	56 unique values 0 missing
ATS6e	numeric	59 unique values 0 missing
Eig06_AEA.bo.	numeric	37 unique values 0 missing
MATS7e	numeric	56 unique values 0 missing
ATS6i	numeric	60 unique values 0 missing
Eig06_AEA.dm.	numeric	52 unique values 0 missing
MATS7i	numeric	57 unique values 0 missing
ATS6m	numeric	58 unique values 0 missing
Eig06_AEA.ed.	numeric	45 unique values 0 missing
MATS7m	numeric	56 unique values 0 missing
ATS6p	numeric	60 unique values 0 missing
Eig06_AEA.ri.	numeric	42 unique values 0 missing
MATS7p	numeric	52 unique values 0 missing
ATS6s	numeric	58 unique values 0 missing
Eig06_EA	numeric	37 unique values 0 missing
MATS7s	numeric	55 unique values 0 missing
ATS6v	numeric	59 unique values 0 missing
Eig06_EA.bo.	numeric	36 unique values 0 missing
MATS7v	numeric	57 unique values 0 missing
ATS7e	numeric	58 unique values 0 missing
Eig06_EA.dm.	numeric	3 unique values 0 missing
MATS8e	numeric	55 unique values 0 missing
ATS7i	numeric	57 unique values 0 missing
Eig06_EA.ed.	numeric	44 unique values 0 missing
MATS8i	numeric	49 unique values 0 missing
ATS7m	numeric	57 unique values 0 missing
Eig06_EA.ri.	numeric	40 unique values 0 missing
MATS8m	numeric	56 unique values 0 missing
ATS7p	numeric	58 unique values 0 missing
Eig07_AEA.bo.	numeric	36 unique values 0 missing
MATS8p	numeric	54 unique values 0 missing
ATS7s	numeric	59 unique values 0 missing
Eig07_AEA.dm.	numeric	49 unique values 0 missing
MATS8s	numeric	54 unique values 0 missing
ATS7v	numeric	58 unique values 0 missing
Eig07_AEA.ed.	numeric	47 unique values 0 missing
MATS8v	numeric	53 unique values 0 missing
ATS8e	numeric	57 unique values 0 missing
Eig07_AEA.ri.	numeric	45 unique values 0 missing
MAXDN	numeric	50 unique values 0 missing
ATS8i	numeric	57 unique values 0 missing
Eig07_EA	numeric	35 unique values 0 missing
MAXDP	numeric	56 unique values 0 missing
ATS8m	numeric	56 unique values 0 missing
Eig07_EA.bo.	numeric	36 unique values 0 missing
MCD	numeric	25 unique values 0 missing
ATS8p	numeric	56 unique values 0 missing
Eig07_EA.dm.	numeric	2 unique values 0 missing
MDDD	numeric	48 unique values 0 missing
ATS8s	numeric	58 unique values 0 missing
Eig07_EA.ed.	numeric	42 unique values 0 missing
Me	numeric	30 unique values 0 missing
ATS8v	numeric	57 unique values 0 missing
Eig07_EA.ri.	numeric	44 unique values 0 missing
Mi	numeric	30 unique values 0 missing
ATSC1e	numeric	40 unique values 0 missing
Eig08_AEA.bo.	numeric	35 unique values 0 missing
MLOGP	numeric	51 unique values 0 missing
ATSC1i	numeric	51 unique values 0 missing
Eig08_AEA.dm.	numeric	46 unique values 0 missing
MLOGP2	numeric	51 unique values 0 missing
ATSC1m	numeric	55 unique values 0 missing
Eig08_AEA.ed.	numeric	39 unique values 0 missing
Mp	numeric	39 unique values 0 missing
ATSC1p	numeric	53 unique values 0 missing
Eig08_AEA.ri.	numeric	46 unique values 0 missing
MPC01	numeric	18 unique values 0 missing
ATSC1s	numeric	58 unique values 0 missing
Eig08_EA	numeric	37 unique values 0 missing
MPC02	numeric	23 unique values 0 missing
ATSC1v	numeric	55 unique values 0 missing
Eig08_EA.bo.	numeric	34 unique values 0 missing
MPC03	numeric	25 unique values 0 missing
ATSC2e	numeric	53 unique values 0 missing
Eig08_EA.ed.	numeric	38 unique values 0 missing
MPC04	numeric	24 unique values 0 missing
ATSC2i	numeric	56 unique values 0 missing
Eig08_EA.ri.	numeric	46 unique values 0 missing
MPC05	numeric	34 unique values 0 missing
ATSC2m	numeric	57 unique values 0 missing
Eig09_AEA.bo.	numeric	42 unique values 0 missing
MPC06	numeric	34 unique values 0 missing
ATSC2p	numeric	57 unique values 0 missing
Eig09_AEA.dm.	numeric	38 unique values 0 missing
MPC07	numeric	34 unique values 0 missing
ATSC2s	numeric	59 unique values 0 missing
Eig09_AEA.ed.	numeric	43 unique values 0 missing
MPC08	numeric	36 unique values 0 missing
ATSC2v	numeric	57 unique values 0 missing
Eig09_AEA.ri.	numeric	49 unique values 0 missing
MPC09	numeric	35 unique values 0 missing
ATSC3e	numeric	51 unique values 0 missing
Eig09_EA	numeric	41 unique values 0 missing
MPC10	numeric	39 unique values 0 missing
ATSC3i	numeric	54 unique values 0 missing
Eig09_EA.bo.	numeric	45 unique values 0 missing
MSD	numeric	48 unique values 0 missing
ATSC3m	numeric	57 unique values 0 missing
Eig09_EA.ed.	numeric	42 unique values 0 missing
Mv	numeric	41 unique values 0 missing
ATSC3p	numeric	57 unique values 0 missing
Eig09_EA.ri.	numeric	48 unique values 0 missing
MW	numeric	52 unique values 0 missing
ATSC3s	numeric	59 unique values 0 missing
Eig10_AEA.bo.	numeric	47 unique values 0 missing
MWC01	numeric	18 unique values 0 missing
ATSC3v	numeric	57 unique values 0 missing
Eig10_AEA.dm.	numeric	44 unique values 0 missing
MWC02	numeric	26 unique values 0 missing
ATSC4e	numeric	57 unique values 0 missing
Eig10_AEA.ed.	numeric	40 unique values 0 missing
MWC03	numeric	36 unique values 0 missing
ATSC4i	numeric	57 unique values 0 missing
Eig10_AEA.ri.	numeric	56 unique values 0 missing
MWC04	numeric	44 unique values 0 missing
ATSC4m	numeric	59 unique values 0 missing
Eig10_EA	numeric	41 unique values 0 missing
MWC05	numeric	45 unique values 0 missing
ATSC4p	numeric	59 unique values 0 missing
Eig10_EA.bo.	numeric	45 unique values 0 missing
ATSC4s	numeric	60 unique values 0 missing
Eig10_EA.ed.	numeric	43 unique values 0 missing
ATSC4v	numeric	59 unique values 0 missing
Eig10_EA.ri.	numeric	52 unique values 0 missing
ATSC5e	numeric	55 unique values 0 missing
Eig11_AEA.bo.	numeric	42 unique values 0 missing
ATSC5i	numeric	58 unique values 0 missing
Eig11_AEA.dm.	numeric	46 unique values 0 missing
ATSC5m	numeric	60 unique values 0 missing
Eig11_AEA.ed.	numeric	37 unique values 0 missing
ATSC5p	numeric	60 unique values 0 missing
Eig11_AEA.ri.	numeric	58 unique values 0 missing
ATSC5s	numeric	60 unique values 0 missing
Eig11_EA	numeric	44 unique values 0 missing
ATSC5v	numeric	60 unique values 0 missing
Eig11_EA.bo.	numeric	41 unique values 0 missing
ATSC6e	numeric	53 unique values 0 missing
Eig11_EA.ed.	numeric	43 unique values 0 missing
ATSC6i	numeric	60 unique values 0 missing
Eig11_EA.ri.	numeric	56 unique values 0 missing
ATSC6m	numeric	59 unique values 0 missing
Eig12_AEA.bo.	numeric	46 unique values 0 missing
ATSC6p	numeric	60 unique values 0 missing
Eig12_AEA.dm.	numeric	51 unique values 0 missing
ATSC6s	numeric	60 unique values 0 missing
Eig12_AEA.ed.	numeric	37 unique values 0 missing
ATSC6v	numeric	60 unique values 0 missing
Eig12_AEA.ri.	numeric	59 unique values 0 missing
ATSC7e	numeric	56 unique values 0 missing
Eig12_EA	numeric	43 unique values 0 missing
ATSC7i	numeric	58 unique values 0 missing
Eig12_EA.bo.	numeric	48 unique values 0 missing
ATSC7m	numeric	59 unique values 0 missing
Eig12_EA.ed.	numeric	46 unique values 0 missing
ATSC7p	numeric	59 unique values 0 missing
Eig12_EA.ri.	numeric	59 unique values 0 missing
ATSC7s	numeric	59 unique values 0 missing
Eig13_AEA.bo.	numeric	45 unique values 0 missing
ATSC7v	numeric	59 unique values 0 missing
Eig13_AEA.dm.	numeric	53 unique values 0 missing
ATSC8e	numeric	53 unique values 0 missing
Eig13_AEA.ed.	numeric	33 unique values 0 missing
ATSC8i	numeric	56 unique values 0 missing
Eig13_AEA.ri.	numeric	53 unique values 0 missing
ATSC8m	numeric	58 unique values 0 missing
Eig13_EA	numeric	39 unique values 0 missing
ATSC8p	numeric	58 unique values 0 missing
Eig13_EA.bo.	numeric	47 unique values 0 missing
ATSC8s	numeric	59 unique values 0 missing
Eig13_EA.ed.	numeric	45 unique values 0 missing
ATSC8v	numeric	58 unique values 0 missing
Eig13_EA.ri.	numeric	53 unique values 0 missing
BAC	numeric	17 unique values 0 missing
Eig14_AEA.bo.	numeric	39 unique values 0 missing
BBI	numeric	23 unique values 0 missing
Eig14_AEA.dm.	numeric	56 unique values 0 missing
BIC0	numeric	38 unique values 0 missing
Eig14_AEA.ed.	numeric	38 unique values 0 missing
BIC1	numeric	45 unique values 0 missing
Eig14_AEA.ri.	numeric	49 unique values 0 missing
BIC2	numeric	47 unique values 0 missing
Eig14_EA	numeric	37 unique values 0 missing
BIC3	numeric	42 unique values 0 missing
Eig14_EA.bo.	numeric	46 unique values 0 missing
BIC4	numeric	32 unique values 0 missing
Eig14_EA.ed.	numeric	46 unique values 0 missing
BIC5	numeric	32 unique values 0 missing
Eig14_EA.ri.	numeric	54 unique values 0 missing
BID	numeric	25 unique values 0 missing
Eig15_AEA.bo.	numeric	43 unique values 0 missing
BLI	numeric	52 unique values 0 missing
Eig15_AEA.dm.	numeric	44 unique values 0 missing
BLTA96	numeric	47 unique values 0 missing
Eig15_AEA.ed.	numeric	33 unique values 0 missing
BLTD48	numeric	45 unique values 0 missing
Eig15_AEA.ri.	numeric	54 unique values 0 missing
BLTF96	numeric	48 unique values 0 missing
Eig15_EA	numeric	34 unique values 0 missing
Br.094	numeric	2 unique values 0 missing
Eig15_EA.bo.	numeric	41 unique values 0 missing
C.	numeric	27 unique values 0 missing
Eig15_EA.ed.	numeric	42 unique values 0 missing
C.001	numeric	6 unique values 0 missing
Eig15_EA.ri.	numeric	52 unique values 0 missing
C.002	numeric	4 unique values 0 missing
Eta_alpha	numeric	47 unique values 0 missing
C.003	numeric	3 unique values 0 missing
Eta_alpha_A	numeric	34 unique values 0 missing
C.004	numeric	3 unique values 0 missing
Eta_B	numeric	32 unique values 0 missing
C.005	numeric	4 unique values 0 missing
Eta_B_A	numeric	20 unique values 0 missing
C.006	numeric	4 unique values 0 missing
Eta_beta	numeric	32 unique values 0 missing
C.013	numeric	2 unique values 0 missing
Eta_beta_A	numeric	43 unique values 0 missing
C.016	numeric	2 unique values 0 missing
Eta_betaP	numeric	12 unique values 0 missing
C.017	numeric	2 unique values 0 missing
Eta_betaP_A	numeric	28 unique values 0 missing
C.024	numeric	8 unique values 0 missing
Eta_betaS	numeric	27 unique values 0 missing
C.025	numeric	4 unique values 0 missing
Eta_betaS_A	numeric	34 unique values 0 missing
C.026	numeric	6 unique values 0 missing
Eta_C	numeric	60 unique values 0 missing
C.028	numeric	2 unique values 0 missing
Eta_C_A	numeric	55 unique values 0 missing
C.033	numeric	3 unique values 0 missing
Eta_epsi	numeric	52 unique values 0 missing
C.034	numeric	3 unique values 0 missing
Eta_epsi_A	numeric	47 unique values 0 missing
C.035	numeric	2 unique values 0 missing
Eta_F	numeric	60 unique values 0 missing
C.040	numeric	3 unique values 0 missing
Eta_F_A	numeric	54 unique values 0 missing
C.041	numeric	2 unique values 0 missing
Eta_FL	numeric	58 unique values 0 missing
C.042	numeric	2 unique values 0 missing
Eta_FL_A	numeric	46 unique values 0 missing
CATS2D_01_AA	numeric	3 unique values 0 missing
Eta_L	numeric	58 unique values 0 missing
CATS2D_01_AN	numeric	2 unique values 0 missing
Eta_L_A	numeric	41 unique values 0 missing
CATS2D_01_DA	numeric	2 unique values 0 missing
Eta_sh_p	numeric	44 unique values 0 missing
CATS2D_01_DN	numeric	2 unique values 0 missing
Eta_sh_x	numeric	12 unique values 0 missing
CATS2D_01_LL	numeric	14 unique values 0 missing
Eta_sh_y	numeric	45 unique values 0 missing
CATS2D_01_NL	numeric	2 unique values 0 missing
F.083	numeric	2 unique values 0 missing
CATS2D_02_AA	numeric	2 unique values 0 missing
F.084	numeric	2 unique values 0 missing
CATS2D_02_AL	numeric	6 unique values 0 missing
GATS1e	numeric	45 unique values 0 missing
CATS2D_02_DA	numeric	4 unique values 0 missing
GATS1i	numeric	53 unique values 0 missing
CATS2D_02_DD	numeric	2 unique values 0 missing
GATS1m	numeric	51 unique values 0 missing
CATS2D_02_DL	numeric	8 unique values 0 missing
GATS1p	numeric	53 unique values 0 missing
CATS2D_02_LL	numeric	16 unique values 0 missing
GATS1s	numeric	48 unique values 0 missing
CATS2D_02_NL	numeric	3 unique values 0 missing
GATS1v	numeric	51 unique values 0 missing
CATS2D_03_AA	numeric	2 unique values 0 missing
GATS2e	numeric	54 unique values 0 missing
CATS2D_03_AL	numeric	7 unique values 0 missing
GATS2i	numeric	52 unique values 0 missing
CATS2D_03_DL	numeric	9 unique values 0 missing
GATS2m	numeric	53 unique values 0 missing
CATS2D_03_DN	numeric	2 unique values 0 missing
GATS2p	numeric	56 unique values 0 missing
CATS2D_03_LL	numeric	17 unique values 0 missing
GATS2s	numeric	52 unique values 0 missing
CATS2D_03_NL	numeric	3 unique values 0 missing
GATS2v	numeric	54 unique values 0 missing
CATS2D_04_AL	numeric	7 unique values 0 missing
GATS3e	numeric	55 unique values 0 missing
CATS2D_04_DA	numeric	3 unique values 0 missing
GATS3i	numeric	50 unique values 0 missing
CATS2D_04_DD	numeric	3 unique values 0 missing
GATS3m	numeric	51 unique values 0 missing
CATS2D_04_DL	numeric	9 unique values 0 missing
GATS3p	numeric	55 unique values 0 missing
CATS2D_04_LL	numeric	14 unique values 0 missing
GATS3s	numeric	56 unique values 0 missing
CATS2D_04_NL	numeric	2 unique values 0 missing
GATS3v	numeric	51 unique values 0 missing
CATS2D_05_AA	numeric	2 unique values 0 missing
GATS4e	numeric	57 unique values 0 missing
CATS2D_05_AL	numeric	7 unique values 0 missing
GATS4i	numeric	54 unique values 0 missing
CATS2D_05_DA	numeric	3 unique values 0 missing
GATS4m	numeric	53 unique values 0 missing
CATS2D_05_DD	numeric	2 unique values 0 missing
GATS4p	numeric	53 unique values 0 missing
CATS2D_05_DL	numeric	8 unique values 0 missing
GATS4s	numeric	54 unique values 0 missing
CATS2D_05_DN	numeric	2 unique values 0 missing
GATS4v	numeric	54 unique values 0 missing
CATS2D_05_LL	numeric	14 unique values 0 missing
GATS5e	numeric	58 unique values 0 missing
CATS2D_05_NL	numeric	3 unique values 0 missing
GATS5i	numeric	52 unique values 0 missing
CATS2D_06_AA	numeric	2 unique values 0 missing
GATS5m	numeric	57 unique values 0 missing
CATS2D_06_AL	numeric	7 unique values 0 missing
GATS5p	numeric	51 unique values 0 missing
CATS2D_06_DA	numeric	3 unique values 0 missing
GATS5s	numeric	59 unique values 0 missing
CATS2D_06_DD	numeric	2 unique values 0 missing
GATS5v	numeric	56 unique values 0 missing
CATS2D_06_DL	numeric	9 unique values 0 missing
GATS6e	numeric	60 unique values 0 missing
CATS2D_06_LL	numeric	17 unique values 0 missing
GATS6i	numeric	58 unique values 0 missing
CATS2D_06_NL	numeric	2 unique values 0 missing
GATS6m	numeric	56 unique values 0 missing
CATS2D_07_AA	numeric	3 unique values 0 missing
GATS6p	numeric	57 unique values 0 missing
CATS2D_07_AL	numeric	5 unique values 0 missing
GATS6s	numeric	60 unique values 0 missing
CATS2D_07_AN	numeric	2 unique values 0 missing
GATS6v	numeric	58 unique values 0 missing
CATS2D_07_DA	numeric	2 unique values 0 missing
GATS7e	numeric	58 unique values 0 missing
CATS2D_07_DL	numeric	6 unique values 0 missing
GATS7i	numeric	57 unique values 0 missing
CATS2D_07_DN	numeric	2 unique values 0 missing
GATS7m	numeric	57 unique values 0 missing
CATS2D_07_LL	numeric	12 unique values 0 missing
GATS7p	numeric	55 unique values 0 missing
CATS2D_07_NL	numeric	2 unique values 0 missing
GATS7s	numeric	58 unique values 0 missing
CATS2D_08_AA	numeric	3 unique values 0 missing
GATS7v	numeric	53 unique values 0 missing
CATS2D_08_AL	numeric	7 unique values 0 missing
GATS8e	numeric	56 unique values 0 missing
CATS2D_08_AN	numeric	2 unique values 0 missing
GATS8i	numeric	51 unique values 0 missing
CATS2D_08_DA	numeric	4 unique values 0 missing
GATS8m	numeric	55 unique values 0 missing
CATS2D_08_DD	numeric	4 unique values 0 missing
GATS8p	numeric	55 unique values 0 missing
CATS2D_08_DL	numeric	7 unique values 0 missing
GATS8s	numeric	57 unique values 0 missing
CATS2D_08_DN	numeric	2 unique values 0 missing
GATS8v	numeric	55 unique values 0 missing
CATS2D_08_LL	numeric	12 unique values 0 missing
GGI1	numeric	17 unique values 0 missing
CATS2D_08_NL	numeric	3 unique values 0 missing
GGI10	numeric	19 unique values 0 missing
CATS2D_09_AA	numeric	2 unique values 0 missing
GGI2	numeric	15 unique values 0 missing
CATS2D_09_AL	numeric	6 unique values 0 missing
GGI3	numeric	39 unique values 0 missing
CATS2D_09_DA	numeric	3 unique values 0 missing
GGI4	numeric	44 unique values 0 missing
CATS2D_09_DD	numeric	2 unique values 0 missing
GGI5	numeric	38 unique values 0 missing
CATS2D_09_DL	numeric	5 unique values 0 missing
GGI6	numeric	37 unique values 0 missing
CATS2D_09_LL	numeric	10 unique values 0 missing
GGI7	numeric	33 unique values 0 missing
CATS2D_09_NL	numeric	2 unique values 0 missing
GGI8	numeric	40 unique values 0 missing
CENT	numeric	46 unique values 0 missing
GGI9	numeric	35 unique values 0 missing
Chi0_AEA.bo.	numeric	43 unique values 0 missing
GMTI	numeric	48 unique values 0 missing
Chi0_AEA.dm.	numeric	43 unique values 0 missing
GMTIV	numeric	58 unique values 0 missing
Chi0_AEA.ed.	numeric	43 unique values 0 missing
GNar	numeric	30 unique values 0 missing
Chi0_AEA.ri.	numeric	43 unique values 0 missing
H.	numeric	39 unique values 0 missing
Chi0_EA	numeric	43 unique values 0 missing
H.046	numeric	10 unique values 0 missing
Chi0_EA.bo.	numeric	44 unique values 0 missing
H.047	numeric	16 unique values 0 missing
Chi0_EA.dm.	numeric	50 unique values 0 missing
H.048	numeric	3 unique values 0 missing
Chi0_EA.ed.	numeric	48 unique values 0 missing
H.049	numeric	2 unique values 0 missing
Chi0_EA.ri.	numeric	59 unique values 0 missing
H.050	numeric	6 unique values 0 missing
Chi1_AEA.bo.	numeric	44 unique values 0 missing
H.051	numeric	3 unique values 0 missing
Chi1_AEA.dm.	numeric	44 unique values 0 missing
H.052	numeric	3 unique values 0 missing
Chi1_AEA.ed.	numeric	44 unique values 0 missing
HDcpx	numeric	36 unique values 0 missing
Chi1_AEA.ri.	numeric	44 unique values 0 missing
HNar	numeric	27 unique values 0 missing
Chi1_EA	numeric	44 unique values 0 missing
HVcpx	numeric	46 unique values 0 missing
Chi1_EA.bo.	numeric	45 unique values 0 missing
Hy	numeric	44 unique values 0 missing
Chi1_EA.dm.	numeric	52 unique values 0 missing
Hypertens.50	numeric	2 unique values 0 missing
Chi1_EA.ed.	numeric	48 unique values 0 missing
Hypertens.80	numeric	2 unique values 0 missing
Chi1_EA.ri.	numeric	58 unique values 0 missing
Hypnotic.50	numeric	2 unique values 0 missing
CIC0	numeric	48 unique values 0 missing
Hypnotic.80	numeric	2 unique values 0 missing
CIC1	numeric	52 unique values 0 missing
IAC	numeric	48 unique values 0 missing
CIC2	numeric	51 unique values 0 missing
IC0	numeric	48 unique values 0 missing
CIC3	numeric	47 unique values 0 missing
IC1	numeric	51 unique values 0 missing
CIC4	numeric	36 unique values 0 missing
IC2	numeric	51 unique values 0 missing
CIC5	numeric	36 unique values 0 missing
IC3	numeric	47 unique values 0 missing
CID	numeric	34 unique values 0 missing
IC4	numeric	36 unique values 0 missing
Cl.089	numeric	2 unique values 0 missing
IC5	numeric	36 unique values 0 missing
CMC.50	numeric	2 unique values 0 missing
ICR	numeric	42 unique values 0 missing
CMC.80	numeric	2 unique values 0 missing
IDDE	numeric	38 unique values 0 missing
CSI	numeric	45 unique values 0 missing
IDDM	numeric	43 unique values 0 missing
DBI	numeric	21 unique values 0 missing
IDE	numeric	48 unique values 0 missing
D.Dtr05	numeric	47 unique values 0 missing
IDET	numeric	48 unique values 0 missing
D.Dtr06	numeric	45 unique values 0 missing
IDM	numeric	45 unique values 0 missing
D.Dtr09	numeric	45 unique values 0 missing
IDMT	numeric	48 unique values 0 missing
DECC	numeric	43 unique values 0 missing
Infective.50	numeric	2 unique values 0 missing
DELS	numeric	60 unique values 0 missing
Infective.80	numeric	2 unique values 0 missing
Depressant.50	numeric	2 unique values 0 missing
Inflammat.50	numeric	2 unique values 0 missing
Depressant.80	numeric	2 unique values 0 missing
Inflammat.80	numeric	2 unique values 0 missing
DLS_01	numeric	2 unique values 0 missing
ISIZ	numeric	24 unique values 0 missing
DLS_02	numeric	4 unique values 0 missing
IVDE	numeric	30 unique values 0 missing
DLS_03	numeric	2 unique values 0 missing
IVDM	numeric	29 unique values 0 missing
DLS_04	numeric	6 unique values 0 missing
JGI1	numeric	34 unique values 0 missing
DLS_05	numeric	2 unique values 0 missing
JGI10	numeric	9 unique values 0 missing
DLS_06	numeric	2 unique values 0 missing
JGI2	numeric	27 unique values 0 missing
DLS_cons	numeric	12 unique values 0 missing
JGI3	numeric	32 unique values 0 missing
Dz	numeric	45 unique values 0 missing
JGI4	numeric	21 unique values 0 missing
ECC	numeric	39 unique values 0 missing
JGI5	numeric	14 unique values 0 missing
Eig01_AEA.bo.	numeric	28 unique values 0 missing
JGI6	numeric	15 unique values 0 missing
Eig01_AEA.dm.	numeric	19 unique values 0 missing
JGI7	numeric	16 unique values 0 missing
Eig01_AEA.ed.	numeric	27 unique values 0 missing
JGI8	numeric	11 unique values 0 missing
Eig01_AEA.ri.	numeric	35 unique values 0 missing
JGI9	numeric	12 unique values 0 missing
Eig01_EA	numeric	31 unique values 0 missing
JGT	numeric	43 unique values 0 missing
Eig01_EA.bo.	numeric	31 unique values 0 missing
LLS_01	numeric	7 unique values 0 missing
Eig01_EA.dm.	numeric	9 unique values 0 missing
LLS_02	numeric	3 unique values 0 missing

Show first 100 features

62 properties

NumberOfInstances

Number of instances (rows) of the dataset.

NumberOfFeatures

590

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

589

Number of numeric attributes.

NumberOfSymbolicFeatures

Number of nominal attributes.

Quartile2KurtosisOfNumericAtts

1.11

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

Dimensionality

9.83

Number of attributes divided by the number of instances.

MeanNominalAttDistinctValues

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

Quartile2MeansOfNumericAtts

1.13

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

1.23

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

99.76

Mean standard deviation of attributes of the numeric type.

Quartile2SkewnessOfNumericAtts

1.07

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

0.37

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

MaxAttributeEntropy

Maximum entropy among attributes.

MinKurtosisOfNumericAtts

-2.07

Minimum kurtosis among attributes of the numeric type.

MinMeansOfNumericAtts

-4.14

Minimum of means among attributes of the numeric type.

PercentageOfInstancesWithMissingValues

Percentage of instances having missing values.

Quartile3AttributeEntropy

Third quartile of entropy among attributes.

MaxKurtosisOfNumericAtts

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

3.04

Third quartile of kurtosis among attributes of the numeric type.

MaxMeansOfNumericAtts

20427.68

Maximum of means among attributes of the numeric type.

MinNominalAttDistinctValues

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

PercentageOfNumericFeatures

99.83

Percentage of numeric attributes.

Quartile3MeansOfNumericAtts

4.23

Third quartile of means among attributes of the numeric type.

MaxMutualInformation

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

MinSkewnessOfNumericAtts

-7.75

Minimum skewness among attributes of the numeric type.

PercentageOfSymbolicFeatures

0.17

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

1.71

Third quartile of skewness among attributes of the numeric type.

MaxSkewnessOfNumericAtts

7.75

Maximum skewness among attributes of the numeric type.

MinorityClassPercentage

Percentage of instances belonging to the least frequent class.

Quartile1KurtosisOfNumericAtts

-0.14

First quartile of kurtosis among attributes of the numeric type.

Quartile3StdDevOfNumericAtts

0.85

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

MaxStdDevOfNumericAtts

28576.54

Maximum standard deviation of attributes of the numeric type.

MinorityClassSize

Number of instances belonging to the least frequent class.

Quartile1MeansOfNumericAtts

0.22

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

3.59

Mean kurtosis among attributes of the numeric type.

Quartile1SkewnessOfNumericAtts

0.37

First quartile of skewness among attributes of the numeric type.

MeanMeansOfNumericAtts

77.31

Mean of means among attributes of the numeric type.

Quartile1StdDevOfNumericAtts

0.18

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

AutoCorrelation

0.04

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