Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091

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: CHEMBL4091 (TID: 20108), and it has 30 rows and 567 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.

569 features

pXC50 (target)numeric23 unique values
0 missing
molecule_id (row identifier)nominal30 unique values
0 missing
D.Dtr03numeric5 unique values
0 missing
IVDMnumeric18 unique values
0 missing
SpMin2_Bh.p.numeric23 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
JGI1numeric18 unique values
0 missing
SpMin3_Bh.e.numeric24 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
JGI10numeric4 unique values
0 missing
MCDnumeric16 unique values
0 missing
DECCnumeric19 unique values
0 missing
JGI2numeric17 unique values
0 missing
Hynumeric18 unique values
0 missing
DELSnumeric24 unique values
0 missing
JGI3numeric18 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI4numeric16 unique values
0 missing
nCnumeric8 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI5numeric17 unique values
0 missing
SpMin2_Bh.v.numeric23 unique values
0 missing
DLS_04numeric5 unique values
0 missing
JGI6numeric15 unique values
0 missing
SpMin3_Bh.i.numeric21 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI7numeric12 unique values
0 missing
ATSC2enumeric21 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI8numeric9 unique values
0 missing
ATSC3enumeric23 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
GATS5mnumeric23 unique values
0 missing
Dznumeric18 unique values
0 missing
JGTnumeric21 unique values
0 missing
ARRnumeric11 unique values
0 missing
ECCnumeric20 unique values
0 missing
LLS_01numeric6 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
LLS_02numeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
LOCnumeric20 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
LPRSnumeric21 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
MATS1enumeric21 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
MATS1inumeric22 unique values
0 missing
H.053numeric3 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
MATS4enumeric24 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS1pnumeric21 unique values
0 missing
MATS6snumeric24 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
MATS1snumeric22 unique values
0 missing
PCRnumeric19 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
MATS1vnumeric21 unique values
0 missing
PDInumeric21 unique values
0 missing
Eig02_AEA.bo.numeric19 unique values
0 missing
MATS2enumeric22 unique values
0 missing
P_VSA_MR_2numeric7 unique values
0 missing
Eig02_AEA.dm.numeric20 unique values
0 missing
MATS2inumeric22 unique values
0 missing
SpMax3_Bh.s.numeric6 unique values
0 missing
Eig02_AEA.ed.numeric18 unique values
0 missing
MATS2mnumeric22 unique values
0 missing
SpMax4_Bh.s.numeric11 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
MATS2pnumeric22 unique values
0 missing
SaasCnumeric19 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
MATS2snumeric23 unique values
0 missing
SpMax5_Bh.s.numeric10 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
SsOHnumeric24 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS3enumeric24 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
MATS3inumeric23 unique values
0 missing
S3Knumeric22 unique values
0 missing
Eig02_EA.ri.numeric23 unique values
0 missing
MATS3mnumeric23 unique values
0 missing
CIC1numeric22 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
SdOnumeric24 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
MATS3snumeric24 unique values
0 missing
SpMin2_Bh.m.numeric23 unique values
0 missing
Eig03_AEA.ed.numeric21 unique values
0 missing
MATS3vnumeric24 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig03_AEA.ri.numeric24 unique values
0 missing
MATS4inumeric23 unique values
0 missing
ATSC3snumeric24 unique values
0 missing
Eig03_EAnumeric21 unique values
0 missing
MATS4mnumeric23 unique values
0 missing
MATS5mnumeric24 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
MATS4pnumeric23 unique values
0 missing
ATSC4snumeric24 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
MATS4snumeric22 unique values
0 missing
GATS6mnumeric23 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
MATS4vnumeric24 unique values
0 missing
MATS7enumeric24 unique values
0 missing
Eig03_EA.ri.numeric24 unique values
0 missing
MATS5enumeric21 unique values
0 missing
MATS7snumeric24 unique values
0 missing
Eig04_AEA.bo.numeric19 unique values
0 missing
MATS5inumeric22 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS5pnumeric23 unique values
0 missing
AECCnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
MATS5snumeric24 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric24 unique values
0 missing
MATS5vnumeric23 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig04_EAnumeric19 unique values
0 missing
MATS6enumeric23 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
MATS6inumeric22 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
MATS6mnumeric24 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
ATS1inumeric22 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
MATS6vnumeric23 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Eig05_AEA.dm.numeric19 unique values
0 missing
MATS7inumeric24 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
MATS7mnumeric24 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MATS7pnumeric23 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
MATS7vnumeric23 unique values
0 missing
ATS2enumeric23 unique values
0 missing
Eig05_EA.bo.numeric19 unique values
0 missing
MATS8enumeric23 unique values
0 missing
ATS2inumeric23 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
MATS8inumeric22 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
MATS8mnumeric23 unique values
0 missing
ATS2pnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
ATS2snumeric24 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
ATS3inumeric24 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
ATS3mnumeric24 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
ATS3pnumeric22 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
ATS3snumeric24 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
Eig07_AEA.bo.numeric21 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
ATS4inumeric24 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
ATS4pnumeric24 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
ATS4snumeric24 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
ATS4vnumeric23 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
ATS5enumeric24 unique values
0 missing
Eig07_EA.ri.numeric21 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eig08_AEA.bo.numeric20 unique values
0 missing
ATS5mnumeric24 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
ATS5pnumeric23 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
ATS5snumeric24 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
ATS6enumeric24 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
ATS6inumeric24 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
ATS6mnumeric24 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
ATS6snumeric23 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
ATS7mnumeric23 unique values
0 missing
Eig09_EA.bo.numeric20 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATS7snumeric23 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
ATS8enumeric20 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
ATS8inumeric19 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATS8pnumeric20 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
ATS8snumeric20 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
ATS8vnumeric20 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
ATSC1inumeric22 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
ATSC1snumeric23 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
ATSC2mnumeric23 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
ATSC2snumeric24 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
ATSC2vnumeric23 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
ATSC3mnumeric24 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
ATSC3vnumeric24 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC4inumeric24 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
ATSC4mnumeric24 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
ATSC4pnumeric24 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
ATSC4vnumeric24 unique values
0 missing
Eig12_EA.dm.numeric5 unique values
0 missing
ATSC5enumeric23 unique values
0 missing
Eig12_EA.ed.numeric12 unique values
0 missing
ATSC5inumeric24 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATSC5mnumeric24 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
ATSC5pnumeric24 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC5snumeric24 unique values
0 missing
Eig13_AEA.ed.numeric12 unique values
0 missing
ATSC5vnumeric24 unique values
0 missing
Eig13_AEA.ri.numeric11 unique values
0 missing
ATSC6enumeric24 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATSC6inumeric24 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
ATSC6mnumeric23 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
ATSC6pnumeric24 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATSC6snumeric24 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
ATSC6vnumeric24 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
ATSC7enumeric23 unique values
0 missing
Eig14_AEA.dm.numeric7 unique values
0 missing
ATSC7inumeric24 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
ATSC7mnumeric24 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
ATSC7pnumeric24 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
ATSC7snumeric24 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATSC7vnumeric24 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
ATSC8enumeric23 unique values
0 missing
Eig14_EA.ed.numeric9 unique values
0 missing
ATSC8inumeric23 unique values
0 missing
Eig14_EA.ri.numeric12 unique values
0 missing
ATSC8mnumeric23 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
ATSC8pnumeric23 unique values
0 missing
Eig15_AEA.dm.numeric7 unique values
0 missing
ATSC8snumeric23 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
ATSC8vnumeric23 unique values
0 missing
Eig15_AEA.ri.numeric13 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
BBInumeric14 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
BIC0numeric22 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
BIC1numeric22 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
BIC2numeric24 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
BIC3numeric20 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
BIC4numeric19 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
BIC5numeric19 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
BIDnumeric19 unique values
0 missing
Eta_B_Anumeric18 unique values
0 missing
BLInumeric23 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
BLTA96numeric22 unique values
0 missing
Eta_beta_Anumeric21 unique values
0 missing
BLTD48numeric22 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
BLTF96numeric22 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
C.numeric18 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_betaS_Anumeric18 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_Cnumeric24 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_C_Anumeric23 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
C.006numeric3 unique values
0 missing
Eta_epsi_Anumeric21 unique values
0 missing
C.010numeric2 unique values
0 missing
Eta_Fnumeric24 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_FL_Anumeric23 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_Lnumeric23 unique values
0 missing
C.024numeric7 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_sh_pnumeric22 unique values
0 missing
C.026numeric3 unique values
0 missing
Eta_sh_xnumeric18 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_sh_ynumeric20 unique values
0 missing
C.028numeric3 unique values
0 missing
GATS1enumeric22 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS1inumeric22 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS1snumeric22 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
GATS2enumeric23 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS2inumeric22 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2pnumeric23 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GATS2snumeric23 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS3enumeric23 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS3inumeric22 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
GATS3mnumeric24 unique values
0 missing
CATS2D_02_NNnumeric2 unique values
0 missing
GATS3pnumeric24 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS3snumeric23 unique values
0 missing
CATS2D_03_ANnumeric3 unique values
0 missing
GATS3vnumeric23 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4enumeric24 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS4inumeric24 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS4mnumeric24 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS4snumeric24 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4vnumeric23 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS5enumeric24 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS5inumeric21 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS5pnumeric22 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS5snumeric23 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
GATS5vnumeric24 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS6enumeric23 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS6inumeric24 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS6pnumeric24 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS6snumeric24 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS6vnumeric24 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS7enumeric24 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS7inumeric24 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS7pnumeric23 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7snumeric24 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS8enumeric22 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS8inumeric20 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GATS8mnumeric22 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS8pnumeric20 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
GGI10numeric4 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GGI2numeric15 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI3numeric16 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
GGI4numeric18 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI6numeric15 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
GGI7numeric12 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI8numeric11 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI9numeric8 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
GMTInumeric21 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTIVnumeric24 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GNarnumeric20 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
H.numeric19 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
H.046numeric3 unique values
0 missing
CENTnumeric21 unique values
0 missing
H.047numeric9 unique values
0 missing
Chi0_AEA.bo.numeric21 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_AEA.dm.numeric21 unique values
0 missing
H.049numeric4 unique values
0 missing
Chi0_AEA.ed.numeric21 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi0_AEA.ri.numeric21 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EAnumeric21 unique values
0 missing
H.052numeric2 unique values
0 missing
Chi0_EA.bo.numeric21 unique values
0 missing
HDcpxnumeric21 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
HNarnumeric20 unique values
0 missing
Chi0_EA.ed.numeric21 unique values
0 missing
HVcpxnumeric20 unique values
0 missing
Chi0_EA.ri.numeric24 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
IC0numeric22 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
IC1numeric23 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
IC2numeric24 unique values
0 missing
Chi1_EA.bo.numeric21 unique values
0 missing
IC3numeric23 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
IC4numeric21 unique values
0 missing
Chi1_EA.ed.numeric21 unique values
0 missing
IC5numeric20 unique values
0 missing
Chi1_EA.ri.numeric24 unique values
0 missing
ICRnumeric20 unique values
0 missing
CIC0numeric22 unique values
0 missing
IDDEnumeric21 unique values
0 missing
CIC2numeric24 unique values
0 missing
IDDMnumeric19 unique values
0 missing
CIC3numeric22 unique values
0 missing
IDEnumeric21 unique values
0 missing
CIC4numeric21 unique values
0 missing
IDETnumeric21 unique values
0 missing
CIC5numeric21 unique values
0 missing
IDMnumeric21 unique values
0 missing
CIDnumeric21 unique values
0 missing
IDMTnumeric21 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CSInumeric20 unique values
0 missing
ISIZnumeric16 unique values
0 missing
DBInumeric13 unique values
0 missing
IVDEnumeric20 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
30
Number of instances (rows) of the dataset.
NumberOfFeatures
569
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
568
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
18.97
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.55
Second quartile (Median) of kurtosis 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
-0.02
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.98
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
14.94
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.26
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.47
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
30
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.29
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
8217.9
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
0.88
Third quartile of kurtosis 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.
PercentageOfNumericFeatures
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.43
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.82
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.48
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.19
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4175.86
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.3
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.98
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.14
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.
MeanKurtosisOfNumericAtts
0.98
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanMeansOfNumericAtts
29.96
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.6
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.27
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.19
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4091
0 runs - estimation_procedure: 50 times Clustering
Define a new task