Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3317 (TID: 100674), and it has 32 rows and 809 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.

811 features

pXC50 (target)numeric16 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
MATS2enumeric25 unique values
0 missing
SaaaCnumeric3 unique values
0 missing
MATS3enumeric25 unique values
0 missing
Eig02_EAnumeric22 unique values
0 missing
MATS2inumeric26 unique values
0 missing
SAaccnumeric19 unique values
0 missing
MATS3snumeric29 unique values
0 missing
Eig02_EA.bo.numeric25 unique values
0 missing
MATS2mnumeric21 unique values
0 missing
SaaCHnumeric32 unique values
0 missing
AACnumeric24 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
MATS2pnumeric25 unique values
0 missing
SaaNnumeric2 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig02_EA.ed.numeric24 unique values
0 missing
MATS2snumeric22 unique values
0 missing
SaaOnumeric3 unique values
0 missing
ALOGPnumeric26 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
MATS2vnumeric22 unique values
0 missing
SaasCnumeric31 unique values
0 missing
ALOGP2numeric26 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
MATS3inumeric25 unique values
0 missing
SAdonnumeric6 unique values
0 missing
AMRnumeric26 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
MATS3mnumeric24 unique values
0 missing
SAtotnumeric26 unique values
0 missing
AMWnumeric25 unique values
0 missing
Eig03_AEA.ed.numeric23 unique values
0 missing
MATS3pnumeric22 unique values
0 missing
SCBOnumeric13 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
MATS3vnumeric24 unique values
0 missing
SddsNnumeric3 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
MATS4enumeric30 unique values
0 missing
SddssSnumeric24 unique values
0 missing
ATS1inumeric25 unique values
0 missing
Eig03_EA.bo.numeric26 unique values
0 missing
MATS4inumeric25 unique values
0 missing
SdOnumeric32 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4mnumeric30 unique values
0 missing
SdsCHnumeric6 unique values
0 missing
ATS1pnumeric25 unique values
0 missing
Eig03_EA.ed.numeric24 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
SdssCnumeric32 unique values
0 missing
ATS1snumeric26 unique values
0 missing
Eig03_EA.ri.numeric30 unique values
0 missing
MATS4snumeric28 unique values
0 missing
Senumeric25 unique values
0 missing
ATS1vnumeric25 unique values
0 missing
Eig04_AEA.bo.numeric27 unique values
0 missing
MATS4vnumeric29 unique values
0 missing
Sinumeric25 unique values
0 missing
ATS2enumeric25 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
MATS5enumeric29 unique values
0 missing
SIC0numeric24 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig04_AEA.ed.numeric19 unique values
0 missing
MATS5inumeric27 unique values
0 missing
SIC1numeric24 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
Eig04_AEA.ri.numeric31 unique values
0 missing
MATS5mnumeric31 unique values
0 missing
SIC2numeric26 unique values
0 missing
ATS2pnumeric26 unique values
0 missing
Eig04_EAnumeric24 unique values
0 missing
MATS5pnumeric29 unique values
0 missing
SIC3numeric24 unique values
0 missing
ATS2snumeric26 unique values
0 missing
Eig04_EA.bo.numeric27 unique values
0 missing
MATS5snumeric30 unique values
0 missing
SIC4numeric23 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
SIC5numeric22 unique values
0 missing
ATS3enumeric26 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
MATS6enumeric31 unique values
0 missing
SM02_AEA.bo.numeric19 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig04_EA.ri.numeric30 unique values
0 missing
MATS6inumeric32 unique values
0 missing
SM02_AEA.dm.numeric9 unique values
0 missing
ATS3mnumeric25 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
MATS6mnumeric29 unique values
0 missing
SM02_AEA.ed.numeric18 unique values
0 missing
ATS3pnumeric26 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
MATS6pnumeric30 unique values
0 missing
SM02_AEA.ri.numeric21 unique values
0 missing
ATS3snumeric29 unique values
0 missing
Eig05_AEA.ed.numeric17 unique values
0 missing
MATS6snumeric31 unique values
0 missing
SM02_EAnumeric12 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
Eig05_AEA.ri.numeric29 unique values
0 missing
MATS6vnumeric30 unique values
0 missing
SM02_EA.bo.numeric18 unique values
0 missing
ATS4enumeric26 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
MATS7enumeric32 unique values
0 missing
SM02_EA.dm.numeric13 unique values
0 missing
ATS4inumeric27 unique values
0 missing
Eig05_EA.bo.numeric27 unique values
0 missing
MATS7inumeric31 unique values
0 missing
SM02_EA.ed.numeric22 unique values
0 missing
ATS4mnumeric30 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7mnumeric30 unique values
0 missing
SM02_EA.ri.numeric25 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
Eig05_EA.ed.numeric22 unique values
0 missing
MATS7pnumeric28 unique values
0 missing
SM03_AEA.bo.numeric21 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig05_EA.ri.numeric29 unique values
0 missing
MATS7snumeric32 unique values
0 missing
SM03_AEA.dm.numeric18 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
Eig06_AEA.bo.numeric25 unique values
0 missing
MATS7vnumeric28 unique values
0 missing
SM03_AEA.ed.numeric19 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig06_AEA.dm.numeric31 unique values
0 missing
MATS8enumeric29 unique values
0 missing
SM03_AEA.ri.numeric12 unique values
0 missing
ATS5inumeric31 unique values
0 missing
Eig06_AEA.ed.numeric25 unique values
0 missing
MATS8inumeric30 unique values
0 missing
SM03_EAnumeric6 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
Eig06_AEA.ri.numeric27 unique values
0 missing
MATS8mnumeric29 unique values
0 missing
SM03_EA.bo.numeric13 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Eig06_EAnumeric22 unique values
0 missing
MATS8pnumeric28 unique values
0 missing
SM03_EA.dm.numeric5 unique values
0 missing
ATS5snumeric31 unique values
0 missing
Eig06_EA.bo.numeric27 unique values
0 missing
MATS8snumeric31 unique values
0 missing
SM03_EA.ed.numeric15 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
Eig06_EA.ed.numeric25 unique values
0 missing
MATS8vnumeric26 unique values
0 missing
SM03_EA.ri.numeric17 unique values
0 missing
ATS6enumeric32 unique values
0 missing
Eig06_EA.ri.numeric30 unique values
0 missing
MAXDNnumeric30 unique values
0 missing
SM04_AEA.bo.numeric22 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
MAXDPnumeric31 unique values
0 missing
SM04_AEA.dm.numeric22 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
MCDnumeric9 unique values
0 missing
ATS6pnumeric32 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
MDDDnumeric25 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
Menumeric22 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
Eig07_EAnumeric23 unique values
0 missing
Minumeric18 unique values
0 missing
ATS7enumeric32 unique values
0 missing
Eig07_EA.bo.numeric22 unique values
0 missing
MLOGPnumeric24 unique values
0 missing
ATS7inumeric32 unique values
0 missing
Eig07_EA.ed.numeric21 unique values
0 missing
MLOGP2numeric25 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
Eig07_EA.ri.numeric24 unique values
0 missing
Mpnumeric21 unique values
0 missing
ATS7pnumeric32 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
MPC01numeric10 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
MPC02numeric12 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
MPC03numeric14 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
MPC04numeric15 unique values
0 missing
ATS8inumeric31 unique values
0 missing
Eig08_EAnumeric9 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATS8mnumeric31 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
MPC06numeric15 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
MPC07numeric22 unique values
0 missing
ATS8snumeric30 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
MPC08numeric19 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
MPC09numeric17 unique values
0 missing
ATSC1enumeric21 unique values
0 missing
Eig09_AEA.dm.numeric14 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
MSDnumeric25 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig09_AEA.ri.numeric23 unique values
0 missing
Mvnumeric22 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
MWnumeric25 unique values
0 missing
ATSC1snumeric26 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
MWC01numeric10 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC2enumeric26 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
MWC03numeric17 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATSC2mnumeric26 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
MWC05numeric25 unique values
0 missing
ATSC2pnumeric26 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
MWC06numeric25 unique values
0 missing
ATSC2snumeric29 unique values
0 missing
Eig10_AEA.ri.numeric30 unique values
0 missing
MWC07numeric24 unique values
0 missing
ATSC2vnumeric26 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
MWC08numeric24 unique values
0 missing
ATSC3enumeric25 unique values
0 missing
Eig10_EA.bo.numeric28 unique values
0 missing
MWC09numeric25 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig10_EA.ed.numeric25 unique values
0 missing
MWC10numeric25 unique values
0 missing
ATSC3mnumeric26 unique values
0 missing
Eig10_EA.ri.numeric29 unique values
0 missing
N.numeric6 unique values
0 missing
ATSC3pnumeric26 unique values
0 missing
Eig11_AEA.bo.numeric15 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig11_AEA.dm.numeric24 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
Eig11_AEA.ed.numeric25 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC4enumeric31 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC4inumeric27 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Eig11_EA.bo.numeric28 unique values
0 missing
NaaCHnumeric7 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Eig11_EA.ed.numeric23 unique values
0 missing
NaaNnumeric2 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig11_EA.ri.numeric30 unique values
0 missing
NaaOnumeric2 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC5enumeric32 unique values
0 missing
Eig12_AEA.dm.numeric28 unique values
0 missing
nABnumeric4 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
nArCNnumeric2 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig12_AEA.ri.numeric27 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
nArCOOHnumeric2 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig12_EA.bo.numeric27 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig12_EA.ed.numeric24 unique values
0 missing
nArNO2numeric2 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig12_EA.ri.numeric28 unique values
0 missing
nArOHnumeric4 unique values
0 missing
ATSC6inumeric32 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eig13_AEA.dm.numeric25 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC6pnumeric32 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
nATnumeric14 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig13_AEA.ri.numeric20 unique values
0 missing
nBMnumeric9 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
nBnznumeric3 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig13_EA.bo.numeric24 unique values
0 missing
nBOnumeric10 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nBTnumeric15 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eig13_EA.ed.numeric21 unique values
0 missing
nCnumeric10 unique values
0 missing
ATSC7pnumeric32 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
nCb.numeric5 unique values
0 missing
ATSC7vnumeric30 unique values
0 missing
Eig14_AEA.dm.numeric30 unique values
0 missing
nCbHnumeric8 unique values
0 missing
ATSC8enumeric28 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
nCconjnumeric5 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
nCICnumeric3 unique values
0 missing
ATSC8mnumeric32 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC8pnumeric32 unique values
0 missing
Eig14_EA.bo.numeric26 unique values
0 missing
nCpnumeric3 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
Eig14_EA.ed.numeric18 unique values
0 missing
nCRX3numeric2 unique values
0 missing
ATSC8vnumeric32 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
nCsnumeric3 unique values
0 missing
BACnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
nCspnumeric3 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
nCsp2numeric7 unique values
0 missing
BIC0numeric20 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
nCsp3numeric7 unique values
0 missing
BIC1numeric24 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
nCtnumeric3 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
nDBnumeric6 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eig15_EA.bo.numeric19 unique values
0 missing
NddsNnumeric2 unique values
0 missing
BIC4numeric26 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
NddssSnumeric3 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eig15_EA.ri.numeric12 unique values
0 missing
NdOnumeric6 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
BLInumeric25 unique values
0 missing
Eta_alpha_Anumeric18 unique values
0 missing
NdssCnumeric5 unique values
0 missing
BLTA96numeric23 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
BLTD48numeric23 unique values
0 missing
Eta_B_Anumeric10 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
BLTF96numeric23 unique values
0 missing
Eta_betanumeric20 unique values
0 missing
nFnumeric4 unique values
0 missing
C.numeric20 unique values
0 missing
Eta_beta_Anumeric24 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
C.001numeric3 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
nHnumeric10 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
nHAccnumeric6 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
nHDonnumeric5 unique values
0 missing
C.005numeric5 unique values
0 missing
Eta_betaS_Anumeric18 unique values
0 missing
nHetnumeric5 unique values
0 missing
C.010numeric2 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
nHMnumeric3 unique values
0 missing
C.013numeric2 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
nIsoxazolesnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
nNnumeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_epsi_Anumeric25 unique values
0 missing
NNRSnumeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
nOnumeric4 unique values
0 missing
C.022numeric2 unique values
0 missing
Eta_F_Anumeric31 unique values
0 missing
nR05numeric2 unique values
0 missing
C.024numeric8 unique values
0 missing
Eta_FLnumeric25 unique values
0 missing
nR06numeric3 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
nR10numeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_Lnumeric26 unique values
0 missing
nR.C.numeric2 unique values
0 missing
C.027numeric2 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_sh_xnumeric18 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_sh_ynumeric23 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
F.083numeric3 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
F.084numeric3 unique values
0 missing
NRSnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS1enumeric25 unique values
0 missing
nRSRnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS1inumeric24 unique values
0 missing
nSnumeric3 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS1mnumeric23 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS1pnumeric25 unique values
0 missing
NsFnumeric4 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS1snumeric20 unique values
0 missing
nSKnumeric8 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS1vnumeric23 unique values
0 missing
nS..O.2numeric3 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2enumeric25 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS2inumeric25 unique values
0 missing
NsOHnumeric5 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS2mnumeric26 unique values
0 missing
NssCH2numeric3 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS2pnumeric26 unique values
0 missing
NssNHnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS2snumeric29 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS2vnumeric26 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS3enumeric26 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS3inumeric26 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3mnumeric24 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
nTBnumeric3 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
GATS3snumeric32 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS3vnumeric22 unique values
0 missing
NtsCnumeric3 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS4enumeric30 unique values
0 missing
nXnumeric4 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
GATS4inumeric29 unique values
0 missing
O.numeric19 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
O.057numeric5 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GATS4pnumeric30 unique values
0 missing
O.058numeric6 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4snumeric31 unique values
0 missing
O.060numeric4 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
O.061numeric2 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS5enumeric31 unique values
0 missing
ON0numeric16 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS5inumeric31 unique values
0 missing
ON0Vnumeric24 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS5mnumeric32 unique values
0 missing
ON1numeric19 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
GATS5pnumeric31 unique values
0 missing
ON1Vnumeric25 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS5snumeric31 unique values
0 missing
PCDnumeric25 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
PCRnumeric25 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6enumeric31 unique values
0 missing
PDInumeric22 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS6inumeric30 unique values
0 missing
PHInumeric26 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
GATS6mnumeric32 unique values
0 missing
piIDnumeric24 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
GATS6pnumeric30 unique values
0 missing
piPC01numeric13 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6snumeric32 unique values
0 missing
piPC02numeric18 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS6vnumeric30 unique values
0 missing
piPC03numeric17 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS7enumeric29 unique values
0 missing
piPC04numeric23 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7inumeric32 unique values
0 missing
piPC05numeric26 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS7mnumeric31 unique values
0 missing
piPC06numeric25 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS7pnumeric32 unique values
0 missing
piPC07numeric27 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
GATS7snumeric32 unique values
0 missing
piPC08numeric27 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS7vnumeric32 unique values
0 missing
piPC09numeric22 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS8enumeric31 unique values
0 missing
piPC10numeric25 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS8inumeric32 unique values
0 missing
PJI2numeric4 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
GATS8mnumeric29 unique values
0 missing
Polnumeric14 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8pnumeric29 unique values
0 missing
Psi_e_0numeric31 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS8snumeric32 unique values
0 missing
Psi_e_0dnumeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8vnumeric29 unique values
0 missing
Psi_e_1numeric32 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
Psi_e_Anumeric26 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
GGI10numeric15 unique values
0 missing
Psi_i_0numeric26 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GGI2numeric9 unique values
0 missing
Psi_i_0dnumeric2 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
GGI3numeric14 unique values
0 missing
Psi_i_1numeric26 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
GGI4numeric18 unique values
0 missing
Psi_i_1dnumeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GGI5numeric21 unique values
0 missing
Psi_i_Anumeric26 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI6numeric17 unique values
0 missing
Psi_i_snumeric26 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GGI7numeric16 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GGI8numeric13 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI9numeric19 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
GMTInumeric25 unique values
0 missing
P_VSA_e_2numeric26 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GMTIVnumeric31 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GNarnumeric17 unique values
0 missing
P_VSA_e_5numeric15 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
H.numeric20 unique values
0 missing
P_VSA_e_6numeric4 unique values
0 missing
CENTnumeric24 unique values
0 missing
H.046numeric5 unique values
0 missing
P_VSA_i_1numeric5 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
H.047numeric10 unique values
0 missing
P_VSA_i_2numeric25 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
H.048numeric3 unique values
0 missing
P_VSA_i_3numeric21 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_i_4numeric9 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
H.050numeric5 unique values
0 missing
P_VSA_LogP_1numeric11 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
H.051numeric2 unique values
0 missing
P_VSA_LogP_2numeric5 unique values
0 missing
Chi0_EA.bo.numeric22 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
P_VSA_LogP_3numeric12 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
HNarnumeric17 unique values
0 missing
P_VSA_LogP_4numeric10 unique values
0 missing
Chi0_EA.ed.numeric25 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
P_VSA_LogP_5numeric20 unique values
0 missing
Chi0_EA.ri.numeric26 unique values
0 missing
Hynumeric20 unique values
0 missing
P_VSA_LogP_6numeric7 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_LogP_8numeric4 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
P_VSA_m_2numeric25 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
IACnumeric25 unique values
0 missing
P_VSA_m_3numeric18 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
IC0numeric24 unique values
0 missing
P_VSA_m_4numeric5 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
IC1numeric25 unique values
0 missing
P_VSA_MR_1numeric13 unique values
0 missing
Chi1_EA.ed.numeric25 unique values
0 missing
IC2numeric29 unique values
0 missing
P_VSA_MR_2numeric15 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
IC3numeric29 unique values
0 missing
P_VSA_MR_3numeric2 unique values
0 missing
CIC0numeric25 unique values
0 missing
IC4numeric25 unique values
0 missing
P_VSA_MR_5numeric11 unique values
0 missing
CIC1numeric25 unique values
0 missing
IC5numeric25 unique values
0 missing
P_VSA_MR_6numeric21 unique values
0 missing
CIC2numeric29 unique values
0 missing
ICRnumeric23 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
CIC3numeric28 unique values
0 missing
IDDEnumeric21 unique values
0 missing
P_VSA_MR_8numeric2 unique values
0 missing
CIC4numeric24 unique values
0 missing
IDDMnumeric23 unique values
0 missing
P_VSA_p_1numeric14 unique values
0 missing
CIC5numeric24 unique values
0 missing
IDEnumeric25 unique values
0 missing
P_VSA_p_2numeric16 unique values
0 missing
CIDnumeric18 unique values
0 missing
IDETnumeric25 unique values
0 missing
P_VSA_p_3numeric26 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDMnumeric24 unique values
0 missing
P_VSA_s_1numeric4 unique values
0 missing
CSInumeric21 unique values
0 missing
IDMTnumeric25 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
DBInumeric13 unique values
0 missing
Infective.50numeric2 unique values
0 missing
P_VSA_s_3numeric20 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
Infective.80numeric2 unique values
0 missing
P_VSA_s_4numeric19 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
P_VSA_s_6numeric19 unique values
0 missing
DECCnumeric22 unique values
0 missing
ISIZnumeric14 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
DELSnumeric32 unique values
0 missing
IVDEnumeric17 unique values
0 missing
P_VSA_v_2numeric19 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
IVDMnumeric17 unique values
0 missing
P_VSA_v_3numeric26 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI1numeric14 unique values
0 missing
PW2numeric15 unique values
0 missing
DLS_02numeric2 unique values
0 missing
JGI10numeric7 unique values
0 missing
PW3numeric17 unique values
0 missing
DLS_03numeric2 unique values
0 missing
JGI2numeric14 unique values
0 missing
PW4numeric17 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI3numeric15 unique values
0 missing
PW5numeric16 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI4numeric14 unique values
0 missing
Qindexnumeric8 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
JGI5numeric15 unique values
0 missing
Ramnumeric6 unique values
0 missing
Dznumeric19 unique values
0 missing
JGI6numeric16 unique values
0 missing
RBFnumeric16 unique values
0 missing
ECCnumeric22 unique values
0 missing
JGI7numeric10 unique values
0 missing
RBNnumeric4 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
JGI8numeric10 unique values
0 missing
Rbridnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric6 unique values
0 missing
JGI9numeric11 unique values
0 missing
RCInumeric2 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
JGTnumeric22 unique values
0 missing
RDCHInumeric24 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
LLS_01numeric5 unique values
0 missing
RDSQnumeric25 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
LOCnumeric18 unique values
0 missing
RFDnumeric2 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
LPRSnumeric25 unique values
0 missing
Rperimnumeric4 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS1enumeric24 unique values
0 missing
S0Knumeric22 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS1inumeric22 unique values
0 missing
S.107numeric2 unique values
0 missing
Eig01_EA.ri.numeric30 unique values
0 missing
MATS1mnumeric22 unique values
0 missing
S.110numeric3 unique values
0 missing
Eig02_AEA.bo.numeric27 unique values
0 missing
MATS1pnumeric23 unique values
0 missing
S1Knumeric25 unique values
0 missing
Eig02_AEA.dm.numeric21 unique values
0 missing
MATS1snumeric20 unique values
0 missing
S2Knumeric26 unique values
0 missing
Eig02_AEA.ed.numeric23 unique values
0 missing
MATS1vnumeric19 unique values
0 missing
S3Knumeric25 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
32
Number of instances (rows) of the dataset.
NumberOfFeatures
811
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
810
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
25.34
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.06
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
0.11
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.49
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
16.66
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
-0.13
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.12
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
32
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.06
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
20379.94
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
7.11
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
99.88
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.93
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.66
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.12
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
5.66
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
1.44
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
6263.17
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.88
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.04
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
0.28
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
5.64
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
56.53
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.31
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.34
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
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-CHEMBL3317
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3317
0 runs - estimation_procedure: 50 times Clustering
Define a new task