Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692

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: CHEMBL4692 (TID: 100659), and it has 25 rows and 602 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.

604 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
MATS7pnumeric20 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
MATS7snumeric21 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
MATS7vnumeric19 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
MATS8enumeric25 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig05_EA.ed.numeric14 unique values
0 missing
MATS8inumeric18 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
MATS8mnumeric23 unique values
0 missing
AMWnumeric22 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
MATS8pnumeric20 unique values
0 missing
ARRnumeric7 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
MATS8snumeric25 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
MATS8vnumeric23 unique values
0 missing
ATS1inumeric20 unique values
0 missing
Eig06_AEA.ri.numeric24 unique values
0 missing
MAXDNnumeric22 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
MCDnumeric8 unique values
0 missing
ATS1snumeric22 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
MDDDnumeric16 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
Menumeric20 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig06_EA.ri.numeric25 unique values
0 missing
Minumeric11 unique values
0 missing
ATS2inumeric22 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
MLOGPnumeric20 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
ATS2pnumeric24 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATS2snumeric23 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
MPC01numeric7 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig07_EAnumeric15 unique values
0 missing
MPC02numeric11 unique values
0 missing
ATS3enumeric23 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
MPC03numeric10 unique values
0 missing
ATS3inumeric20 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
MPC04numeric12 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
MPC05numeric12 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig07_EA.ri.numeric25 unique values
0 missing
MPC06numeric14 unique values
0 missing
ATS3snumeric23 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
MPC07numeric15 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
MPC08numeric15 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
MPC09numeric15 unique values
0 missing
ATS4inumeric21 unique values
0 missing
Eig08_AEA.ri.numeric24 unique values
0 missing
MPC10numeric14 unique values
0 missing
ATS4mnumeric23 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
MSDnumeric16 unique values
0 missing
ATS4pnumeric24 unique values
0 missing
Eig08_EA.bo.numeric15 unique values
0 missing
Mvnumeric15 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
MWnumeric22 unique values
0 missing
ATS4vnumeric22 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
MWC01numeric7 unique values
0 missing
ATS5enumeric23 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
MWC02numeric11 unique values
0 missing
ATS5inumeric20 unique values
0 missing
Eig09_AEA.bo.numeric14 unique values
0 missing
MWC03numeric13 unique values
0 missing
ATS5mnumeric22 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
MWC04numeric14 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
Eig09_AEA.ed.numeric14 unique values
0 missing
MWC05numeric15 unique values
0 missing
ATS5snumeric23 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
MWC06numeric15 unique values
0 missing
ATS5vnumeric25 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
MWC07numeric16 unique values
0 missing
ATS6enumeric25 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
MWC08numeric16 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig09_EA.ed.numeric14 unique values
0 missing
MWC09numeric12 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
MWC10numeric16 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
N.numeric12 unique values
0 missing
ATS6snumeric25 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
N.067numeric2 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
Eig10_AEA.ed.numeric14 unique values
0 missing
N.068numeric2 unique values
0 missing
ATS7enumeric23 unique values
0 missing
Eig10_AEA.ri.numeric21 unique values
0 missing
N.071numeric2 unique values
0 missing
ATS7inumeric23 unique values
0 missing
Eig10_EAnumeric15 unique values
0 missing
N.072numeric3 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS7pnumeric24 unique values
0 missing
Eig10_EA.ed.numeric14 unique values
0 missing
NaaCHnumeric2 unique values
0 missing
ATS7snumeric25 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS7vnumeric23 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
NaasCnumeric2 unique values
0 missing
ATS8enumeric24 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
nArOCONnumeric2 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
nArORnumeric2 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
Eig11_AEA.ri.numeric24 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATS8pnumeric19 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
nATnumeric8 unique values
0 missing
ATS8snumeric25 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATS8vnumeric24 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
nBOnumeric7 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
nBTnumeric8 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
nCnumeric4 unique values
0 missing
ATSC1snumeric24 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC1vnumeric23 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig12_EA.bo.numeric11 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
nCLnumeric2 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC2snumeric25 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
nCrsnumeric2 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
nCsnumeric2 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nCsp2numeric3 unique values
0 missing
ATSC3mnumeric25 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC3pnumeric25 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
nDBnumeric3 unique values
0 missing
ATSC3snumeric25 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
NddssSnumeric3 unique values
0 missing
ATSC3vnumeric25 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
NdOnumeric3 unique values
0 missing
ATSC4enumeric25 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
NdssCnumeric3 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
nFnumeric2 unique values
0 missing
ATSC4mnumeric25 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
nHnumeric4 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
Eig14_EAnumeric12 unique values
0 missing
nHAccnumeric6 unique values
0 missing
ATSC4snumeric25 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
nHDonnumeric3 unique values
0 missing
ATSC4vnumeric25 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
nHetnumeric6 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eig14_EA.ri.numeric9 unique values
0 missing
nHMnumeric5 unique values
0 missing
ATSC5inumeric25 unique values
0 missing
Eig15_AEA.bo.numeric7 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
nOnumeric3 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
nOHsnumeric2 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
Eig15_AEA.ri.numeric7 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
nR06numeric2 unique values
0 missing
ATSC6enumeric25 unique values
0 missing
Eig15_EA.bo.numeric7 unique values
0 missing
nR07numeric2 unique values
0 missing
ATSC6inumeric24 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
nR10numeric2 unique values
0 missing
ATSC6mnumeric24 unique values
0 missing
Eig15_EA.ri.numeric7 unique values
0 missing
nR11numeric2 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
Eta_alphanumeric22 unique values
0 missing
nRCONR2numeric3 unique values
0 missing
ATSC6snumeric25 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
nROHnumeric2 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
ATSC7enumeric25 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eta_betanumeric17 unique values
0 missing
ATSC7mnumeric25 unique values
0 missing
Eta_beta_Anumeric23 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
ATSC7snumeric25 unique values
0 missing
Eta_betaP_Anumeric11 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
ATSC8enumeric25 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
Eta_Cnumeric25 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
Eta_C_Anumeric24 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
Eta_epsinumeric22 unique values
0 missing
ATSC8snumeric25 unique values
0 missing
Eta_epsi_Anumeric22 unique values
0 missing
ATSC8vnumeric25 unique values
0 missing
Eta_Fnumeric25 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_F_Anumeric23 unique values
0 missing
BBInumeric11 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
BIC0numeric19 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
BIC1numeric23 unique values
0 missing
Eta_Lnumeric25 unique values
0 missing
BIC2numeric19 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eta_sh_pnumeric21 unique values
0 missing
BIC4numeric11 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
BIDnumeric7 unique values
0 missing
F.083numeric2 unique values
0 missing
BLInumeric22 unique values
0 missing
GATS1enumeric21 unique values
0 missing
BLTA96numeric19 unique values
0 missing
GATS1inumeric23 unique values
0 missing
BLTD48numeric20 unique values
0 missing
GATS1mnumeric23 unique values
0 missing
BLTF96numeric19 unique values
0 missing
GATS1pnumeric23 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS1snumeric20 unique values
0 missing
C.numeric14 unique values
0 missing
GATS1vnumeric22 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS2enumeric24 unique values
0 missing
C.002numeric3 unique values
0 missing
GATS2inumeric21 unique values
0 missing
C.005numeric2 unique values
0 missing
GATS2mnumeric23 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS2snumeric22 unique values
0 missing
C.013numeric2 unique values
0 missing
GATS2vnumeric22 unique values
0 missing
C.024numeric3 unique values
0 missing
GATS3enumeric23 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS3inumeric22 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS3mnumeric22 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS3pnumeric23 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS3snumeric23 unique values
0 missing
C.040numeric3 unique values
0 missing
GATS3vnumeric23 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS4enumeric24 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS4inumeric21 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS4mnumeric22 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS4pnumeric23 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS4snumeric23 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS4vnumeric22 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
GATS5enumeric24 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS5inumeric20 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS5mnumeric22 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS5pnumeric24 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS5vnumeric22 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS6enumeric24 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS6inumeric22 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS6mnumeric25 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS6pnumeric24 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS6snumeric24 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS6vnumeric24 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS7enumeric24 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS7inumeric20 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS7mnumeric22 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7pnumeric21 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7snumeric25 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GATS7vnumeric23 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
GATS8enumeric23 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS8inumeric24 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GATS8mnumeric23 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8pnumeric22 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
GGI10numeric14 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
GGI3numeric15 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
GGI4numeric13 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GGI5numeric16 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GGI6numeric16 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
GGI7numeric15 unique values
0 missing
CENTnumeric16 unique values
0 missing
GGI8numeric16 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
GGI9numeric13 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
GMTInumeric16 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
GMTIVnumeric25 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
GNarnumeric11 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
H.numeric18 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
H.046numeric3 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
H.047numeric6 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
H.049numeric2 unique values
0 missing
Chi0_EA.ri.numeric25 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
H.053numeric2 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
HNarnumeric11 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
Hynumeric23 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
IACnumeric22 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
IC0numeric22 unique values
0 missing
Chi1_EA.ri.numeric25 unique values
0 missing
IC1numeric25 unique values
0 missing
CIC0numeric21 unique values
0 missing
IC2numeric25 unique values
0 missing
CIC1numeric24 unique values
0 missing
IC3numeric22 unique values
0 missing
CIC2numeric23 unique values
0 missing
IC4numeric14 unique values
0 missing
CIC3numeric21 unique values
0 missing
IC5numeric14 unique values
0 missing
CIC4numeric13 unique values
0 missing
ICRnumeric13 unique values
0 missing
CIC5numeric13 unique values
0 missing
IDDEnumeric14 unique values
0 missing
CIDnumeric11 unique values
0 missing
IDDMnumeric15 unique values
0 missing
Cl.089numeric2 unique values
0 missing
IDEnumeric16 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDETnumeric16 unique values
0 missing
CSInumeric15 unique values
0 missing
IDMnumeric15 unique values
0 missing
DBInumeric11 unique values
0 missing
IDMTnumeric16 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
ISIZnumeric8 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
IVDEnumeric11 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IVDMnumeric11 unique values
0 missing
D.Dtr09numeric16 unique values
0 missing
JGI1numeric12 unique values
0 missing
D.Dtr10numeric14 unique values
0 missing
JGI10numeric6 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
JGI2numeric10 unique values
0 missing
DECCnumeric16 unique values
0 missing
JGI3numeric10 unique values
0 missing
DELSnumeric25 unique values
0 missing
JGI4numeric8 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI5numeric6 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI6numeric7 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI7numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI8numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
JGI9numeric2 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGTnumeric16 unique values
0 missing
DLS_07numeric2 unique values
0 missing
LLS_01numeric2 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Dznumeric21 unique values
0 missing
LOCnumeric10 unique values
0 missing
ECCnumeric15 unique values
0 missing
LPRSnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric4 unique values
0 missing
MATS1enumeric22 unique values
0 missing
Eig01_AEA.dm.numeric2 unique values
0 missing
MATS1inumeric19 unique values
0 missing
Eig01_AEA.ed.numeric3 unique values
0 missing
MATS1mnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
MATS1pnumeric20 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS1snumeric20 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS2enumeric25 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS2inumeric21 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
MATS2pnumeric20 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
MATS3enumeric24 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
MATS3inumeric20 unique values
0 missing
Eig02_EA.bo.numeric6 unique values
0 missing
MATS3mnumeric23 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS3pnumeric24 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS3snumeric20 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
MATS3vnumeric24 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
MATS4enumeric20 unique values
0 missing
Eig03_AEA.dm.numeric15 unique values
0 missing
MATS4inumeric21 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
MATS4mnumeric22 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
MATS4pnumeric20 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
MATS4snumeric21 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
MATS4vnumeric18 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS5enumeric22 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
MATS5inumeric17 unique values
0 missing
Eig03_EA.ri.numeric5 unique values
0 missing
MATS5mnumeric21 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
MATS5pnumeric20 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
MATS5snumeric21 unique values
0 missing
Eig04_AEA.ed.numeric8 unique values
0 missing
MATS5vnumeric20 unique values
0 missing
Eig04_AEA.ri.numeric12 unique values
0 missing
MATS6enumeric22 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
MATS6inumeric23 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
MATS6mnumeric23 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
Eig04_EA.ed.numeric7 unique values
0 missing
MATS6snumeric23 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
MATS6vnumeric21 unique values
0 missing
Eig05_AEA.bo.numeric14 unique values
0 missing
MATS7enumeric20 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
MATS7inumeric21 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
MATS7mnumeric20 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
604
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
603
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
24.16
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.64
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
0.15
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.79
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
50.86
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
0.04
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.17
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.11
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
25
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.13
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
108088.12
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
0.31
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
99.83
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.86
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5
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
0.36
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
17558.54
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.22
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.51
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
0.82
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
0.5
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
381.05
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.78
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.04
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-CHEMBL4692
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4692
0 runs - estimation_procedure: 50 times Clustering
Define a new task