Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879

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: CHEMBL4879 (TID: 10148), and it has 11 rows and 455 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.

457 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal11 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
AMWnumeric11 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
ATSC1inumeric11 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
ATSC2inumeric11 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
ATSC3inumeric11 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
ATSC5inumeric11 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
Eig04_AEA.dm.numeric9 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
Eta_epsi_Anumeric11 unique values
0 missing
CENTnumeric11 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
GATS1vnumeric11 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
GATS2pnumeric11 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
H.numeric11 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
JGI5numeric10 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
JGI6numeric10 unique values
0 missing
Chi0_EA.ri.numeric11 unique values
0 missing
MATS1snumeric11 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
MATS2vnumeric11 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
MATS3mnumeric11 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
MATS3pnumeric11 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
MATS3vnumeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
MATS6mnumeric11 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
MATS7snumeric11 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
MATS8enumeric10 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
MAXDPnumeric11 unique values
0 missing
CIC0numeric11 unique values
0 missing
Menumeric11 unique values
0 missing
CIC1numeric11 unique values
0 missing
Minumeric11 unique values
0 missing
CIC2numeric11 unique values
0 missing
Mpnumeric11 unique values
0 missing
CIC3numeric10 unique values
0 missing
Mvnumeric11 unique values
0 missing
CIC4numeric11 unique values
0 missing
SIC0numeric11 unique values
0 missing
CIC5numeric11 unique values
0 missing
SpDiam_AEA.dm.numeric10 unique values
0 missing
CIDnumeric11 unique values
0 missing
SpMax_AEA.dm.numeric9 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SpMin1_Bh.m.numeric9 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMin1_Bh.s.numeric11 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMin2_Bh.s.numeric10 unique values
0 missing
CSInumeric11 unique values
0 missing
ATS3snumeric11 unique values
0 missing
DBInumeric8 unique values
0 missing
ATS4snumeric11 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
ATS5inumeric11 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
ATSC4inumeric11 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
Eta_F_Anumeric11 unique values
0 missing
DECCnumeric11 unique values
0 missing
GATS3pnumeric11 unique values
0 missing
DELSnumeric11 unique values
0 missing
GATS3vnumeric11 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI1numeric10 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGTnumeric11 unique values
0 missing
DLS_03numeric2 unique values
0 missing
P_VSA_MR_1numeric8 unique values
0 missing
DLS_04numeric5 unique values
0 missing
MAXDNnumeric11 unique values
0 missing
DLS_06numeric3 unique values
0 missing
nCsp3numeric7 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SM04_EA.dm.numeric8 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
SM06_EA.dm.numeric8 unique values
0 missing
Dznumeric11 unique values
0 missing
BIC2numeric11 unique values
0 missing
ECCnumeric11 unique values
0 missing
AACnumeric11 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
ATSC2mnumeric11 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
ATSC8enumeric11 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
DLS_05numeric3 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
IC0numeric11 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
JGI7numeric7 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
MATS2snumeric11 unique values
0 missing
Eig02_AEA.ri.numeric11 unique values
0 missing
MATS7enumeric11 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
O.numeric11 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
P_VSA_LogP_4numeric6 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
SdssCnumeric11 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
SM03_EA.dm.numeric3 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
SM05_EA.dm.numeric5 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
SM07_EA.dm.numeric5 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
SM08_EA.dm.numeric7 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
SM09_EA.dm.numeric5 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
SM10_EA.dm.numeric7 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
SM11_EA.dm.numeric5 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
SM12_EA.dm.numeric6 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
SM13_EA.dm.numeric5 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
SM14_EA.dm.numeric6 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
SM15_EA.dm.numeric5 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
SpDiam_EA.dm.numeric6 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
SpMax3_Bh.m.numeric11 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
SpMax4_Bh.s.numeric8 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
SpMax_EA.dm.numeric6 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ATS6mnumeric11 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
ATS7mnumeric11 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
ATSC1vnumeric11 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
ATSC2vnumeric11 unique values
0 missing
Eig05_AEA.ri.numeric11 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
JGI2numeric10 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MATS1inumeric11 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
MATS2enumeric11 unique values
0 missing
Eig05_EA.ri.numeric11 unique values
0 missing
piPC05numeric11 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
P_VSA_p_1numeric9 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
SpMaxA_EA.dm.numeric11 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
BIC3numeric11 unique values
0 missing
Eig06_AEA.ri.numeric11 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
ALOGPnumeric11 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ALOGP2numeric11 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
AMRnumeric11 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATS1enumeric11 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
ATS1inumeric11 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
ATS1mnumeric11 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATS1pnumeric11 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS1vnumeric11 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
ATS2enumeric11 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS2inumeric11 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric9 unique values
0 missing
ATS2pnumeric11 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATS2snumeric11 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig08_EAnumeric8 unique values
0 missing
ATS3enumeric11 unique values
0 missing
Eig08_EA.bo.numeric9 unique values
0 missing
ATS3inumeric11 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
ATS3mnumeric11 unique values
0 missing
Eig08_EA.ri.numeric8 unique values
0 missing
ATS3pnumeric11 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS4enumeric11 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS4inumeric11 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS4mnumeric11 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS4pnumeric11 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATS4vnumeric11 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATS5enumeric11 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS5mnumeric11 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATS5snumeric11 unique values
0 missing
Eig10_AEA.ed.numeric10 unique values
0 missing
ATS5vnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
ATS6enumeric11 unique values
0 missing
Eig10_EAnumeric11 unique values
0 missing
ATS6inumeric11 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
ATS6pnumeric11 unique values
0 missing
Eig10_EA.ed.numeric11 unique values
0 missing
ATS6snumeric11 unique values
0 missing
Eig10_EA.ri.numeric11 unique values
0 missing
ATS6vnumeric11 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATS7enumeric11 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATS7inumeric11 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS7pnumeric11 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATS7snumeric11 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATS7vnumeric11 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATS8enumeric11 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATS8inumeric11 unique values
0 missing
Eig11_EA.ri.numeric11 unique values
0 missing
ATS8mnumeric11 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATS8pnumeric11 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
ATS8snumeric11 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATS8vnumeric11 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
ATSC1mnumeric11 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
ATSC1pnumeric11 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
ATSC1snumeric11 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
ATSC2pnumeric11 unique values
0 missing
Eig13_AEA.bo.numeric9 unique values
0 missing
ATSC2snumeric11 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC3enumeric11 unique values
0 missing
Eig13_AEA.ed.numeric9 unique values
0 missing
ATSC3mnumeric11 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC3pnumeric11 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
ATSC3snumeric11 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATSC3vnumeric11 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC4enumeric11 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC4mnumeric11 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
ATSC4pnumeric11 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
ATSC4snumeric11 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC4vnumeric11 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
ATSC5enumeric11 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
ATSC5mnumeric11 unique values
0 missing
Eig14_EA.bo.numeric11 unique values
0 missing
ATSC5pnumeric11 unique values
0 missing
Eig14_EA.ed.numeric10 unique values
0 missing
ATSC5snumeric11 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
ATSC5vnumeric11 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC6enumeric11 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
ATSC6inumeric11 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATSC6mnumeric11 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
ATSC6pnumeric11 unique values
0 missing
Eig15_EAnumeric6 unique values
0 missing
ATSC6snumeric11 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
ATSC6vnumeric11 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
ATSC7enumeric11 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
ATSC7mnumeric11 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
ATSC7pnumeric11 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
ATSC7snumeric11 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
ATSC7vnumeric11 unique values
0 missing
Eta_betanumeric11 unique values
0 missing
ATSC8inumeric11 unique values
0 missing
Eta_beta_Anumeric11 unique values
0 missing
ATSC8mnumeric11 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
ATSC8pnumeric11 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
ATSC8snumeric11 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
ATSC8vnumeric11 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
BACnumeric7 unique values
0 missing
Eta_Cnumeric11 unique values
0 missing
BBInumeric10 unique values
0 missing
Eta_C_Anumeric11 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eta_epsinumeric11 unique values
0 missing
BIC4numeric10 unique values
0 missing
Eta_Fnumeric11 unique values
0 missing
BIC5numeric10 unique values
0 missing
Eta_FLnumeric11 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eta_FL_Anumeric11 unique values
0 missing
BLInumeric11 unique values
0 missing
Eta_Lnumeric11 unique values
0 missing
BLTA96numeric11 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
BLTD48numeric11 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
BLTF96numeric11 unique values
0 missing
Eta_sh_ynumeric11 unique values
0 missing
Br.094numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
C.numeric11 unique values
0 missing
GATS1enumeric11 unique values
0 missing
C.001numeric4 unique values
0 missing
GATS1inumeric11 unique values
0 missing
C.002numeric5 unique values
0 missing
GATS1mnumeric11 unique values
0 missing
C.003numeric3 unique values
0 missing
GATS1pnumeric11 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS1snumeric11 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS2enumeric11 unique values
0 missing
C.006numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
C.024numeric7 unique values
0 missing
C.025numeric4 unique values
0 missing
C.026numeric4 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
11
Number of instances (rows) of the dataset.
NumberOfFeatures
457
Number of attributes (columns) of the dataset.
NumberOfClasses
0
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
456
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.49
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
11
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.52
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.43
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
593.27
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.89
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfSymbolicFeatures
0.22
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.
MinSkewnessOfNumericAtts
-3.32
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.05
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.32
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
-0.95
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.47
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
193.83
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.58
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.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
1.32
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1SkewnessOfNumericAtts
-0.55
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
8.51
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.28
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-1.63
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.
Quartile2KurtosisOfNumericAtts
0.29
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
41.55
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.08
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
0.24
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
3.33
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.03
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4879
0 runs - estimation_procedure: 50 times Clustering
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