Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125

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: CHEMBL4125 (TID: 11049), and it has 22 rows and 584 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.

586 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal22 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
MATS7inumeric20 unique values
0 missing
GATS6pnumeric20 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
MATS7pnumeric19 unique values
0 missing
SaasCnumeric22 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
MATS7snumeric21 unique values
0 missing
ATS6mnumeric22 unique values
0 missing
Eig04_EA.bo.numeric11 unique values
0 missing
MATS7vnumeric21 unique values
0 missing
SpMax5_Bh.m.numeric17 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS8enumeric21 unique values
0 missing
MATS6pnumeric21 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
MATS8inumeric22 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
Eig04_EA.ri.numeric21 unique values
0 missing
MATS8mnumeric21 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig05_AEA.bo.numeric10 unique values
0 missing
MATS8pnumeric21 unique values
0 missing
Eta_L_Anumeric13 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
MATS8snumeric21 unique values
0 missing
X0Avnumeric16 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
MATS8vnumeric20 unique values
0 missing
Eta_C_Anumeric22 unique values
0 missing
Eig05_AEA.ri.numeric22 unique values
0 missing
MAXDNnumeric21 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
MAXDPnumeric21 unique values
0 missing
X2vnumeric21 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MCDnumeric5 unique values
0 missing
PCRnumeric11 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MDDDnumeric11 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
Menumeric12 unique values
0 missing
ATS7mnumeric22 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
Minumeric13 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
AECCnumeric11 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
MLOGP2numeric12 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
Mpnumeric15 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
MPC01numeric5 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
MPC02numeric6 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
MPC03numeric8 unique values
0 missing
ARRnumeric5 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
MPC04numeric8 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
MPC05numeric9 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
MPC06numeric9 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
MPC07numeric10 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
MPC08numeric9 unique values
0 missing
ATS1snumeric19 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
MPC09numeric10 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
MPC10numeric8 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
MSDnumeric11 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
Mvnumeric17 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig07_EA.ri.numeric20 unique values
0 missing
MWnumeric17 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig08_AEA.bo.numeric9 unique values
0 missing
MWC01numeric5 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
MWC02numeric6 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
MWC03numeric9 unique values
0 missing
ATS3enumeric18 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
MWC04numeric10 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
MWC05numeric11 unique values
0 missing
ATS3mnumeric20 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
MWC06numeric11 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig08_EA.ed.numeric9 unique values
0 missing
MWC07numeric11 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
MWC08numeric11 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
MWC09numeric11 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
MWC10numeric11 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
N.numeric13 unique values
0 missing
ATS4mnumeric21 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
N.069numeric2 unique values
0 missing
ATS4pnumeric20 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
N.073numeric2 unique values
0 missing
ATS4snumeric21 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
N.075numeric2 unique values
0 missing
ATS4vnumeric21 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
N.076numeric2 unique values
0 missing
ATS5enumeric22 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
ATS5inumeric19 unique values
0 missing
Eig10_AEA.bo.numeric9 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATS5mnumeric21 unique values
0 missing
Eig10_AEA.dm.numeric6 unique values
0 missing
NaasCnumeric3 unique values
0 missing
ATS5pnumeric22 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATS5snumeric20 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATS5vnumeric22 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATS6enumeric22 unique values
0 missing
Eig10_EA.bo.numeric9 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATS6inumeric21 unique values
0 missing
Eig10_EA.ed.numeric9 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATS6pnumeric22 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
nArXnumeric2 unique values
0 missing
ATS6snumeric22 unique values
0 missing
Eig11_AEA.bo.numeric6 unique values
0 missing
nATnumeric10 unique values
0 missing
ATS6vnumeric22 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
nBMnumeric2 unique values
0 missing
ATS7enumeric22 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
nBOnumeric5 unique values
0 missing
ATS7inumeric20 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATS7pnumeric21 unique values
0 missing
Eig11_EAnumeric4 unique values
0 missing
nBTnumeric10 unique values
0 missing
ATS7snumeric22 unique values
0 missing
Eig11_EA.bo.numeric4 unique values
0 missing
nCnumeric4 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig11_EA.ri.numeric6 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATS8inumeric22 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
nCbHnumeric3 unique values
0 missing
ATS8pnumeric21 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
nCpnumeric2 unique values
0 missing
ATS8snumeric22 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
nCsnumeric2 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
nCsp2numeric2 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
nCsp3numeric3 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig12_EA.bo.numeric7 unique values
0 missing
nDBnumeric2 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
NddsNnumeric2 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig13_EAnumeric9 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC3snumeric22 unique values
0 missing
Eig14_AEA.ri.numeric22 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig14_EAnumeric11 unique values
0 missing
ATSC4enumeric20 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
Eig14_EA.ed.numeric11 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig14_EA.ri.numeric21 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig15_AEA.bo.numeric8 unique values
0 missing
ATSC4snumeric22 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig15_AEA.ed.numeric9 unique values
0 missing
ATSC5enumeric22 unique values
0 missing
Eig15_AEA.ri.numeric19 unique values
0 missing
ATSC5inumeric20 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC5mnumeric22 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC5pnumeric22 unique values
0 missing
Eig15_EA.ed.numeric11 unique values
0 missing
ATSC5snumeric22 unique values
0 missing
Eig15_EA.ri.numeric20 unique values
0 missing
ATSC5vnumeric22 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
ATSC6enumeric21 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATSC6inumeric21 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC6mnumeric22 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
ATSC6pnumeric22 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
ATSC6snumeric22 unique values
0 missing
Eta_beta_Anumeric11 unique values
0 missing
ATSC6vnumeric22 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
Eta_betaP_Anumeric8 unique values
0 missing
ATSC7inumeric20 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
Eta_Cnumeric22 unique values
0 missing
ATSC7snumeric22 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
Eta_epsi_Anumeric16 unique values
0 missing
ATSC8enumeric22 unique values
0 missing
Eta_Fnumeric22 unique values
0 missing
ATSC8inumeric22 unique values
0 missing
Eta_F_Anumeric22 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
Eta_FLnumeric20 unique values
0 missing
ATSC8snumeric22 unique values
0 missing
Eta_Lnumeric20 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
Eta_sh_pnumeric15 unique values
0 missing
BACnumeric6 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
BBInumeric6 unique values
0 missing
F.084numeric2 unique values
0 missing
BIC0numeric12 unique values
0 missing
GATS1enumeric17 unique values
0 missing
BIC1numeric16 unique values
0 missing
GATS1inumeric17 unique values
0 missing
BIC2numeric19 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
BIC3numeric18 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
BIC4numeric17 unique values
0 missing
GATS1snumeric19 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS1vnumeric16 unique values
0 missing
BIDnumeric6 unique values
0 missing
GATS2enumeric17 unique values
0 missing
BLInumeric18 unique values
0 missing
GATS2inumeric15 unique values
0 missing
BLTA96numeric12 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
BLTD48numeric12 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
BLTF96numeric12 unique values
0 missing
GATS2snumeric20 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS2vnumeric17 unique values
0 missing
C.numeric13 unique values
0 missing
GATS3enumeric18 unique values
0 missing
C.001numeric2 unique values
0 missing
GATS3inumeric16 unique values
0 missing
C.002numeric2 unique values
0 missing
GATS3mnumeric19 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS3pnumeric19 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS3snumeric22 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS3vnumeric18 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS4enumeric21 unique values
0 missing
C.026numeric3 unique values
0 missing
GATS4inumeric17 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS4mnumeric20 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS4pnumeric21 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS4snumeric22 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS4vnumeric20 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS5enumeric22 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS5inumeric20 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS5mnumeric21 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS5pnumeric21 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS5snumeric22 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
GATS5vnumeric21 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS6enumeric22 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS6inumeric21 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
GATS6mnumeric22 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS6snumeric21 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS6vnumeric20 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
GATS7enumeric21 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
GATS7inumeric20 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
GATS7mnumeric21 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS7pnumeric22 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS7snumeric21 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
GATS7vnumeric21 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS8enumeric20 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS8inumeric21 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
GATS8mnumeric21 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
GATS8pnumeric21 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS8snumeric22 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS8vnumeric22 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GGI10numeric8 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GGI3numeric8 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
GGI4numeric8 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GGI5numeric9 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
GGI7numeric9 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI8numeric10 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GGI9numeric9 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
GMTInumeric11 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
GMTIVnumeric21 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
GNarnumeric6 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
H.numeric13 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
H.047numeric7 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
H.050numeric3 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
HDcpxnumeric10 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
HNarnumeric6 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
HVcpxnumeric11 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
Hynumeric15 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
IACnumeric16 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
IC0numeric16 unique values
0 missing
CENTnumeric11 unique values
0 missing
IC1numeric15 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
IC2numeric19 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
IC3numeric17 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
IC4numeric17 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
IC5numeric17 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
ICRnumeric11 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
IDDEnumeric10 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
IDDMnumeric11 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
IDEnumeric11 unique values
0 missing
Chi0_EA.ri.numeric20 unique values
0 missing
IDETnumeric11 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
IDMnumeric11 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
IDMTnumeric11 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
ISIZnumeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
IVDEnumeric6 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
IVDMnumeric6 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
JGI1numeric9 unique values
0 missing
Chi1_EA.ed.numeric11 unique values
0 missing
JGI10numeric6 unique values
0 missing
Chi1_EA.ri.numeric21 unique values
0 missing
JGI2numeric8 unique values
0 missing
CIC0numeric16 unique values
0 missing
JGI3numeric8 unique values
0 missing
CIC1numeric15 unique values
0 missing
JGI4numeric5 unique values
0 missing
CIC2numeric19 unique values
0 missing
JGI5numeric5 unique values
0 missing
CIC3numeric19 unique values
0 missing
JGI6numeric5 unique values
0 missing
CIC4numeric17 unique values
0 missing
JGI7numeric4 unique values
0 missing
CIC5numeric17 unique values
0 missing
JGI8numeric5 unique values
0 missing
CIDnumeric6 unique values
0 missing
JGI9numeric6 unique values
0 missing
CMC.50numeric2 unique values
0 missing
JGTnumeric10 unique values
0 missing
CSInumeric11 unique values
0 missing
LLS_01numeric3 unique values
0 missing
DBInumeric6 unique values
0 missing
LOCnumeric6 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
LPRSnumeric11 unique values
0 missing
D.Dtr10numeric11 unique values
0 missing
MATS1enumeric16 unique values
0 missing
DECCnumeric11 unique values
0 missing
MATS1inumeric16 unique values
0 missing
DELSnumeric22 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS1snumeric14 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS1vnumeric15 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
MATS2enumeric17 unique values
0 missing
Dznumeric15 unique values
0 missing
MATS2inumeric16 unique values
0 missing
ECCnumeric11 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric5 unique values
0 missing
MATS2pnumeric15 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
MATS2snumeric20 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
MATS2vnumeric16 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
MATS3enumeric19 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
MATS3inumeric17 unique values
0 missing
Eig01_EA.bo.numeric3 unique values
0 missing
MATS3mnumeric20 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
MATS3pnumeric19 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS3snumeric22 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
MATS3vnumeric19 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
MATS4enumeric21 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS4inumeric16 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MATS4mnumeric20 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
MATS4pnumeric20 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
MATS4snumeric22 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MATS4vnumeric21 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MATS5enumeric21 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
MATS5inumeric20 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
MATS5mnumeric21 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
MATS5pnumeric20 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
MATS5snumeric20 unique values
0 missing
Eig03_AEA.ri.numeric22 unique values
0 missing
MATS5vnumeric21 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
MATS6enumeric19 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
MATS6inumeric18 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MATS6mnumeric19 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
MATS6snumeric21 unique values
0 missing
Eig03_EA.ri.numeric19 unique values
0 missing
MATS6vnumeric19 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
MATS7enumeric20 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
22
Number of instances (rows) of the dataset.
NumberOfFeatures
586
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
585
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
4.69
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
0.74
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2767.8
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.32
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.43
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
0.33
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
1.54
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
62.95
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.18
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.07
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.3
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
-0.52
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
26.64
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.48
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.45
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
10.49
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
0.23
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
0.14
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
22
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.46
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
16142.09
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
1.35
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
4.5
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.23
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4125
0 runs - estimation_procedure: 50 times Clustering
Define a new task