Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5893 (TID: 101370), and it has 13 rows and 586 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.

588 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
CIC4numeric12 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
CIC5numeric12 unique values
0 missing
Infective.80numeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
CIDnumeric11 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
GATS2enumeric13 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
GATS3enumeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ISIZnumeric9 unique values
0 missing
GATS7mnumeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IVDEnumeric8 unique values
0 missing
MATS2enumeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
IVDMnumeric11 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
DBInumeric8 unique values
0 missing
JGI1numeric10 unique values
0 missing
MATS2vnumeric13 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
JGI10numeric6 unique values
0 missing
SpMAD_EA.ri.numeric13 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
JGI2numeric8 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
JGI3numeric10 unique values
0 missing
GATS4pnumeric12 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
JGI4numeric10 unique values
0 missing
MATS4pnumeric12 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
JGI5numeric8 unique values
0 missing
MAXDPnumeric13 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
JGI6numeric9 unique values
0 missing
SdOnumeric13 unique values
0 missing
DECCnumeric12 unique values
0 missing
JGI7numeric7 unique values
0 missing
GATS4vnumeric11 unique values
0 missing
DELSnumeric13 unique values
0 missing
JGI8numeric8 unique values
0 missing
GATS7vnumeric13 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI9numeric6 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGTnumeric11 unique values
0 missing
Eta_betaP_Anumeric12 unique values
0 missing
DLS_02numeric3 unique values
0 missing
LLS_01numeric6 unique values
0 missing
MPC05numeric10 unique values
0 missing
DLS_03numeric3 unique values
0 missing
LLS_02numeric2 unique values
0 missing
MPC07numeric11 unique values
0 missing
DLS_04numeric4 unique values
0 missing
LOCnumeric12 unique values
0 missing
P_VSA_LogP_5numeric11 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LPRSnumeric12 unique values
0 missing
SRW10numeric12 unique values
0 missing
DLS_06numeric2 unique values
0 missing
MATS1enumeric13 unique values
0 missing
X5numeric12 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
MATS1inumeric13 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Dznumeric12 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
ECCnumeric11 unique values
0 missing
MATS1pnumeric13 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
MATS1snumeric13 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
MATS2inumeric13 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric13 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
MATS2snumeric13 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
MATS3enumeric13 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
MATS3inumeric12 unique values
0 missing
ARRnumeric11 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
MATS3mnumeric13 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
MATS3pnumeric13 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig02_AEA.bo.numeric12 unique values
0 missing
MATS3snumeric13 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig02_AEA.dm.numeric13 unique values
0 missing
MATS3vnumeric12 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig02_AEA.ed.numeric12 unique values
0 missing
MATS4enumeric13 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig02_AEA.ri.numeric13 unique values
0 missing
MATS4inumeric13 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
MATS4mnumeric13 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
MATS4snumeric13 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MATS4vnumeric11 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig02_EA.ed.numeric12 unique values
0 missing
MATS5enumeric13 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
MATS5inumeric13 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
MATS5mnumeric13 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MATS5pnumeric13 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
MATS5snumeric13 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
MATS5vnumeric13 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig03_EAnumeric12 unique values
0 missing
MATS6enumeric13 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
MATS6inumeric13 unique values
0 missing
ATS3snumeric12 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS6mnumeric13 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
MATS6pnumeric13 unique values
0 missing
ATS4enumeric11 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
MATS6snumeric12 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
MATS6vnumeric13 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
MATS7enumeric13 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
MATS7inumeric13 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
MATS7mnumeric13 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig04_EAnumeric12 unique values
0 missing
MATS7pnumeric13 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
MATS7snumeric13 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS7vnumeric13 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
MATS8enumeric12 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
MATS8inumeric13 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
MATS8mnumeric13 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
MATS8pnumeric13 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
MATS8snumeric13 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
MATS8vnumeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MAXDNnumeric13 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
MCDnumeric11 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
MDDDnumeric12 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
Menumeric10 unique values
0 missing
ATS7enumeric12 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
Minumeric10 unique values
0 missing
ATS7inumeric12 unique values
0 missing
Eig06_AEA.dm.numeric12 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
ATS7mnumeric12 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
MLOGP2numeric12 unique values
0 missing
ATS7pnumeric12 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
Mpnumeric12 unique values
0 missing
ATS7snumeric12 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
ATS8enumeric12 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS8inumeric12 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATS8pnumeric12 unique values
0 missing
Eig07_AEA.bo.numeric8 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS8vnumeric12 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig07_AEA.ri.numeric9 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig07_EA.bo.numeric7 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig07_EA.ri.numeric9 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig11_AEA.ri.numeric13 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATSC7enumeric12 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
Eig12_AEA.ri.numeric12 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eig12_EAnumeric9 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
BACnumeric7 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
BBInumeric10 unique values
0 missing
Eig13_AEA.dm.numeric13 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
BIC2numeric12 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
BIC4numeric13 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
BIC5numeric13 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
BIDnumeric12 unique values
0 missing
Eig13_EA.ri.numeric11 unique values
0 missing
BLInumeric13 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
BLTA96numeric12 unique values
0 missing
Eig14_AEA.dm.numeric11 unique values
0 missing
BLTD48numeric12 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
C.numeric11 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
C.006numeric2 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_beta_Anumeric13 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
C.044numeric2 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
Eta_Lnumeric13 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS1enumeric13 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS1inumeric13 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
GATS1mnumeric11 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
GATS1snumeric13 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS1vnumeric13 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
GATS2inumeric13 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS2mnumeric12 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS2pnumeric12 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS2snumeric12 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS3inumeric13 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS3mnumeric13 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS3snumeric13 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS4enumeric12 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4inumeric13 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS4mnumeric13 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS4snumeric13 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
GATS5enumeric13 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS5inumeric13 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS5mnumeric13 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS5pnumeric13 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS5snumeric13 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS6enumeric13 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS6inumeric13 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6pnumeric13 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6snumeric13 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7enumeric13 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS7inumeric13 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS7snumeric13 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
GATS8enumeric11 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS8inumeric11 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8mnumeric11 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
GATS8pnumeric11 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8snumeric11 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8vnumeric11 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI1numeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
GGI3numeric9 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
GGI4numeric11 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI5numeric11 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI6numeric11 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI7numeric9 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GGI8numeric8 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
GGI9numeric9 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
GMTInumeric12 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
H.numeric12 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_09_LLnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
H.050numeric5 unique values
0 missing
CENTnumeric12 unique values
0 missing
H.051numeric2 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
H.052numeric2 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
Hynumeric12 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
IACnumeric12 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
IC0numeric12 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
IC1numeric13 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
IC2numeric12 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
IC3numeric13 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
IC4numeric13 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
IC5numeric13 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
ICRnumeric11 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
IDDMnumeric12 unique values
0 missing
CIC0numeric12 unique values
0 missing
IDEnumeric12 unique values
0 missing
CIC1numeric13 unique values
0 missing
IDETnumeric12 unique values
0 missing
CIC2numeric13 unique values
0 missing
IDMnumeric12 unique values
0 missing
CIC3numeric13 unique values
0 missing
IDMTnumeric12 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
588
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
587
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.21
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.22
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
15336.31
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.
Quartile3MeansOfNumericAtts
3.56
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.
PercentageOfNumericFeatures
99.83
Percentage of numeric 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
-3.61
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.45
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.61
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.
Quartile3StdDevOfNumericAtts
1.04
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
15127.9
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.33
First quartile of kurtosis 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.
Quartile1MeansOfNumericAtts
0.23
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
1.95
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
50.98
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.18
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.15
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.21
First quartile of standard deviation of attributes of the numeric type.
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
45.23
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.83
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
0.64
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.04
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
49.71
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
0.49
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.51
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5893
0 runs - estimation_procedure: 50 times Clustering
Define a new task