Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768

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: CHEMBL5768 (TID: 101547), and it has 15 rows and 521 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.

523 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal15 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
IDEnumeric12 unique values
0 missing
GATS6inumeric13 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
IDETnumeric13 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
IDMnumeric13 unique values
0 missing
ATSC3vnumeric12 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
IDMTnumeric13 unique values
0 missing
Eta_sh_ynumeric11 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
ISIZnumeric12 unique values
0 missing
GATS1enumeric11 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
IVDEnumeric12 unique values
0 missing
GATS1snumeric11 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
IVDMnumeric12 unique values
0 missing
MATS1enumeric12 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
JGI1numeric11 unique values
0 missing
MATS4enumeric13 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
JGI10numeric4 unique values
0 missing
NssCH2numeric6 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
JGI2numeric10 unique values
0 missing
PW2numeric9 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
SpDiam_EA.ed.numeric11 unique values
0 missing
CIC0numeric12 unique values
0 missing
SpMax2_Bh.v.numeric11 unique values
0 missing
CIC1numeric12 unique values
0 missing
SpMin2_Bh.v.numeric10 unique values
0 missing
CIC2numeric13 unique values
0 missing
SssCH2numeric13 unique values
0 missing
CIC3numeric13 unique values
0 missing
SssNHnumeric9 unique values
0 missing
CIC4numeric13 unique values
0 missing
SsssCHnumeric13 unique values
0 missing
CIC5numeric13 unique values
0 missing
X5Anumeric8 unique values
0 missing
CIDnumeric12 unique values
0 missing
X5Avnumeric6 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
cRo5numeric2 unique values
0 missing
GATS3enumeric12 unique values
0 missing
CSInumeric13 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
DBInumeric11 unique values
0 missing
HVcpxnumeric13 unique values
0 missing
D.Dtr05numeric6 unique values
0 missing
IC3numeric13 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
IC4numeric13 unique values
0 missing
D.Dtr09numeric6 unique values
0 missing
ICRnumeric13 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
MATS1inumeric11 unique values
0 missing
DECCnumeric13 unique values
0 missing
MATS1snumeric10 unique values
0 missing
DELSnumeric13 unique values
0 missing
MATS2pnumeric11 unique values
0 missing
DLS_01numeric3 unique values
0 missing
MATS2vnumeric11 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS5enumeric13 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MDDDnumeric13 unique values
0 missing
DLS_04numeric7 unique values
0 missing
SsOHnumeric8 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SssOnumeric7 unique values
0 missing
DLS_06numeric4 unique values
0 missing
SssSnumeric10 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
Dznumeric12 unique values
0 missing
SM08_EA.ri.numeric12 unique values
0 missing
ECCnumeric13 unique values
0 missing
GATS5mnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
GATS5pnumeric13 unique values
0 missing
Eig01_AEA.dm.numeric4 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
GATS7inumeric13 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
IC2numeric13 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
IC5numeric13 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
MATS5pnumeric12 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS5snumeric13 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS7pnumeric13 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
SM07_EA.ri.numeric13 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
SpMAD_AEA.ri.numeric13 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
SpMax2_Bh.p.numeric10 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
GATS7pnumeric13 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS7vnumeric13 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig02_EA.bo.numeric6 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
ALOGPnumeric12 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
AMRnumeric12 unique values
0 missing
Eig03_AEA.bo.numeric7 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig03_AEA.dm.numeric5 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
ATS1inumeric12 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
ATS1mnumeric12 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig04_AEA.dm.numeric5 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
ATS2mnumeric11 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
ATS2pnumeric12 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
ATS3enumeric12 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATS3inumeric12 unique values
0 missing
Eig04_EA.ri.numeric12 unique values
0 missing
ATS3mnumeric12 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
ATS3pnumeric12 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
ATS3vnumeric11 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
ATS4enumeric12 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
ATS4inumeric12 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig06_AEA.bo.numeric9 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig06_EAnumeric12 unique values
0 missing
ATS5pnumeric12 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
Eig06_EA.ed.numeric13 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig07_AEA.dm.numeric9 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig07_AEA.ed.numeric10 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig07_EA.ed.numeric9 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
ATS7snumeric13 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATS7vnumeric12 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig08_AEA.ed.numeric9 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
ATS8mnumeric12 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
ATS8snumeric12 unique values
0 missing
Eig08_EA.dm.numeric7 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig08_EA.ed.numeric11 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATSC1snumeric12 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
ATSC2inumeric12 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATSC2mnumeric12 unique values
0 missing
Eig09_EA.dm.numeric4 unique values
0 missing
ATSC2pnumeric12 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig09_EA.ri.numeric13 unique values
0 missing
ATSC2vnumeric12 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATSC3enumeric12 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATSC3inumeric12 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATSC3mnumeric12 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATSC3pnumeric12 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATSC5inumeric12 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig11_EA.ed.numeric12 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig11_EA.ri.numeric11 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATSC6enumeric12 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig13_AEA.ri.numeric12 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
BACnumeric12 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
BBInumeric10 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
BIC0numeric11 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
BIC1numeric11 unique values
0 missing
Eig14_EA.ed.numeric13 unique values
0 missing
BIC2numeric12 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
BIC3numeric12 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
BIC4numeric12 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
BIC5numeric13 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
BLInumeric12 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
BLTA96numeric11 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
BLTD48numeric11 unique values
0 missing
Eig15_EA.ed.numeric13 unique values
0 missing
BLTF96numeric11 unique values
0 missing
Eig15_EA.ri.numeric10 unique values
0 missing
C.numeric12 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
C.004numeric2 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
C.005numeric4 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
C.006numeric7 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
C.007numeric2 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
C.019numeric2 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
C.024numeric6 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
C.025numeric6 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
C.026numeric5 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
C.041numeric2 unique values
0 missing
Eta_Lnumeric12 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
Eta_L_Anumeric11 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_sh_xnumeric8 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
F.083numeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS1inumeric12 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
GATS1mnumeric12 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
GATS1pnumeric12 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS1vnumeric12 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS2enumeric12 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS2inumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS2mnumeric12 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS2pnumeric11 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS2snumeric12 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS2vnumeric11 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3inumeric12 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS3mnumeric12 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS3pnumeric12 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS3snumeric13 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS3vnumeric12 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4enumeric13 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS4inumeric12 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS4mnumeric13 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4pnumeric13 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS4snumeric13 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
GATS4vnumeric13 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS5enumeric13 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5inumeric13 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS5snumeric13 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS6enumeric13 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6mnumeric13 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS6pnumeric12 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS6snumeric13 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS7enumeric13 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS7snumeric13 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS8enumeric13 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
GATS8inumeric13 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8mnumeric12 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
CATS2D_06_LLnumeric10 unique values
0 missing
GATS8snumeric12 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS8vnumeric13 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GGI10numeric13 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GGI3numeric12 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GGI4numeric13 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GGI5numeric13 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GGI6numeric12 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
GGI7numeric13 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
GGI8numeric12 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GGI9numeric11 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GMTInumeric13 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
H.numeric12 unique values
0 missing
CATS2D_09_AAnumeric5 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
H.047numeric9 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
H.050numeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
H.051numeric2 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
H.052numeric5 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
H.053numeric2 unique values
0 missing
CENTnumeric13 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
HNarnumeric12 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
Hynumeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
IACnumeric12 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
IC0numeric12 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
IC1numeric12 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
IDDEnumeric13 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
IDDMnumeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
15
Number of instances (rows) of the dataset.
NumberOfFeatures
523
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
522
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
34.87
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1.23
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
-0.07
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.95
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
271.18
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
-0.22
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.45
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
147931.2
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
0.32
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
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.96
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.21
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.87
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
0.25
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
64162.08
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.64
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.1
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
0.99
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
-0.06
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
633.5
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.55
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.41
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
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-CHEMBL5768
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5768
0 runs - estimation_procedure: 50 times Clustering
Define a new task