Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL3038 (TID: 10506), and it has 10 rows and 618 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.

620 features

pXC50 (target)numeric2 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
CIDnumeric10 unique values
0 missing
JGI10numeric6 unique values
0 missing
ARRnumeric10 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGI2numeric9 unique values
0 missing
DLS_04numeric3 unique values
0 missing
CSInumeric10 unique values
0 missing
JGI3numeric9 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
DBInumeric9 unique values
0 missing
JGI4numeric7 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
JGI5numeric8 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
JGI6numeric7 unique values
0 missing
GATS2vnumeric10 unique values
0 missing
DECCnumeric10 unique values
0 missing
JGI7numeric7 unique values
0 missing
GATS5snumeric9 unique values
0 missing
DELSnumeric10 unique values
0 missing
JGI8numeric7 unique values
0 missing
GATS6mnumeric9 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI9numeric7 unique values
0 missing
LOCnumeric10 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGTnumeric10 unique values
0 missing
MCDnumeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
LLS_01numeric2 unique values
0 missing
NssCH2numeric4 unique values
0 missing
DLS_06numeric2 unique values
0 missing
LPRSnumeric10 unique values
0 missing
PCRnumeric10 unique values
0 missing
Dznumeric10 unique values
0 missing
MATS1enumeric9 unique values
0 missing
P_VSA_LogP_2numeric6 unique values
0 missing
ECCnumeric10 unique values
0 missing
MATS1inumeric10 unique values
0 missing
PW3numeric10 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
MATS1mnumeric9 unique values
0 missing
PW4numeric10 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
MATS1pnumeric8 unique values
0 missing
RBFnumeric10 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
MATS1snumeric10 unique values
0 missing
SpMAD_AEA.dm.numeric10 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
MATS1vnumeric10 unique values
0 missing
SpMAD_EA.bo.numeric10 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
MATS2enumeric10 unique values
0 missing
X2Avnumeric8 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS2inumeric10 unique values
0 missing
X3Avnumeric9 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS2mnumeric10 unique values
0 missing
X4Avnumeric7 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
MATS2pnumeric10 unique values
0 missing
AACnumeric10 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
MATS2snumeric9 unique values
0 missing
AECCnumeric10 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
MATS2vnumeric10 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
MATS3enumeric10 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
MATS3inumeric10 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
MATS3mnumeric9 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
MATS3pnumeric10 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
MATS3snumeric9 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MATS3vnumeric9 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS4enumeric10 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
MATS4inumeric10 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
MATS4mnumeric10 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
MATS4pnumeric10 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
MATS4snumeric10 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
MATS4vnumeric10 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
MATS5enumeric9 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
MATS5inumeric10 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
MATS5mnumeric10 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
MATS5pnumeric10 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
MATS5snumeric10 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig04_AEA.bo.numeric8 unique values
0 missing
MATS5vnumeric9 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
MATS6enumeric10 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MATS6inumeric10 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
MATS6mnumeric9 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
MATS6pnumeric10 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig04_EA.bo.numeric8 unique values
0 missing
MATS6snumeric7 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
MATS6vnumeric10 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
MATS7enumeric10 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
MATS7inumeric10 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
MATS7mnumeric10 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
MATS7pnumeric10 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
MATS7snumeric10 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
MATS7vnumeric10 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MATS8enumeric10 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig05_EA.ed.numeric10 unique values
0 missing
MATS8inumeric10 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
MATS8mnumeric10 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig06_AEA.bo.numeric5 unique values
0 missing
MATS8pnumeric10 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
MATS8snumeric10 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig06_AEA.ed.numeric9 unique values
0 missing
MATS8vnumeric10 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig06_AEA.ri.numeric7 unique values
0 missing
MAXDNnumeric10 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig06_EAnumeric6 unique values
0 missing
MAXDPnumeric10 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig06_EA.bo.numeric5 unique values
0 missing
MDDDnumeric10 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig06_EA.ed.numeric7 unique values
0 missing
Menumeric8 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig06_EA.ri.numeric8 unique values
0 missing
Minumeric5 unique values
0 missing
ATS7inumeric10 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
MLOGPnumeric10 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric8 unique values
0 missing
MLOGP2numeric10 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
Mpnumeric10 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig07_AEA.ri.numeric8 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
MPC02numeric9 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
MPC03numeric9 unique values
0 missing
ATS8inumeric10 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
MPC04numeric10 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig07_EA.ri.numeric8 unique values
0 missing
MPC05numeric10 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
MPC06numeric9 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig08_AEA.dm.numeric8 unique values
0 missing
MPC07numeric10 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig08_AEA.ed.numeric9 unique values
0 missing
MPC08numeric10 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
MPC09numeric10 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig08_EAnumeric9 unique values
0 missing
MPC10numeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
MSDnumeric10 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
Mvnumeric9 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
MWnumeric10 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
MWC02numeric10 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
MWC03numeric10 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
MWC04numeric10 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
MWC05numeric10 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
MWC06numeric10 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eig09_EA.ed.numeric9 unique values
0 missing
MWC07numeric10 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
MWC08numeric10 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
MWC09numeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
MWC10numeric10 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig10_AEA.ed.numeric9 unique values
0 missing
N.numeric10 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig10_AEA.ri.numeric9 unique values
0 missing
N.066numeric2 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eig10_EAnumeric9 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
N.073numeric2 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
N.075numeric3 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
NaaNnumeric3 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
NaasCnumeric5 unique values
0 missing
ATSC5enumeric9 unique values
0 missing
Eig11_AEA.ed.numeric9 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
nABnumeric4 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eig11_EAnumeric8 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
nATnumeric10 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
nBMnumeric4 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric9 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eig12_EA.bo.numeric9 unique values
0 missing
ATSC7inumeric9 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
Eig13_AEA.dm.numeric8 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
Eig13_AEA.ed.numeric9 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
Eig13_EA.ed.numeric9 unique values
0 missing
BACnumeric9 unique values
0 missing
Eig13_EA.ri.numeric9 unique values
0 missing
BBInumeric9 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
BIC0numeric10 unique values
0 missing
Eig14_AEA.dm.numeric9 unique values
0 missing
BIC1numeric9 unique values
0 missing
Eig14_AEA.ed.numeric9 unique values
0 missing
BIC2numeric10 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
BIC3numeric8 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
BIC4numeric9 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
BIC5numeric9 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig14_EA.ed.numeric9 unique values
0 missing
BLInumeric10 unique values
0 missing
Eig14_EA.ri.numeric9 unique values
0 missing
BLTA96numeric10 unique values
0 missing
Eig15_AEA.bo.numeric9 unique values
0 missing
BLTD48numeric10 unique values
0 missing
Eig15_AEA.dm.numeric8 unique values
0 missing
BLTF96numeric10 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
C.numeric9 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig15_EA.bo.numeric9 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
C.020numeric2 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
C.024numeric4 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
C.025numeric3 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
C.040numeric2 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
C.042numeric2 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_epsi_Anumeric10 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_L_Anumeric10 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_sh_ynumeric9 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS1enumeric10 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS1inumeric10 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
GATS1snumeric9 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
GATS2enumeric10 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
GATS2inumeric9 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GATS2snumeric10 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS3enumeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS3inumeric10 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
GATS3pnumeric10 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS3snumeric10 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS3vnumeric10 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS4enumeric10 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS4inumeric10 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS4pnumeric9 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS4snumeric10 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS4vnumeric9 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
GATS5enumeric10 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS5inumeric10 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS5mnumeric10 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6enumeric10 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6inumeric10 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
GATS6snumeric10 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6vnumeric9 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
GATS7enumeric10 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS7inumeric10 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GATS7mnumeric10 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
GATS7snumeric9 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS8enumeric10 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS8inumeric10 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
GATS8mnumeric10 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8snumeric10 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI1numeric6 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
GGI10numeric6 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GGI3numeric7 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
GGI4numeric8 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
GGI5numeric8 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
GGI7numeric8 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI8numeric8 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI9numeric7 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
GMTInumeric10 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
GMTIVnumeric10 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
GNarnumeric10 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
H.numeric9 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
H.046numeric4 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
H.047numeric6 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
H.049numeric3 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
H.050numeric4 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
H.051numeric2 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
H.052numeric4 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
CENTnumeric10 unique values
0 missing
HVcpxnumeric10 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
Hynumeric10 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
IACnumeric10 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
IC0numeric10 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
IC1numeric10 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
IC2numeric10 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
IC3numeric10 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
IC4numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
IC5numeric10 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
ICRnumeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
IDDEnumeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
IDDMnumeric10 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
IDEnumeric10 unique values
0 missing
Chi1_EA.dm.numeric7 unique values
0 missing
IDETnumeric10 unique values
0 missing
Chi1_EA.ed.numeric10 unique values
0 missing
IDMnumeric10 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
IDMTnumeric10 unique values
0 missing
CIC0numeric10 unique values
0 missing
Infective.50numeric2 unique values
0 missing
CIC1numeric10 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CIC2numeric10 unique values
0 missing
ISIZnumeric10 unique values
0 missing
CIC3numeric10 unique values
0 missing
IVDEnumeric9 unique values
0 missing
CIC4numeric10 unique values
0 missing
IVDMnumeric10 unique values
0 missing
CIC5numeric10 unique values
0 missing
JGI1numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
620
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
619
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.34
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
1.08
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
35.92
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.95
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.14
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.2
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
62
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.1
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
16.24
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
-0.02
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.28
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.42
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.35
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
9355.4
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
1.81
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.6
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.16
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
0.51
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
4017.6
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.03
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.74
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3038
0 runs - estimation_procedure: 50 times Clustering
Define a new task