Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3565 (TID: 10459), and it has 56 rows and 677 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.

679 features

pXC50 (target)numeric53 unique values
0 missing
molecule_id (row identifier)nominal56 unique values
0 missing
D.Dtr10numeric14 unique values
0 missing
IVDEnumeric31 unique values
0 missing
BLInumeric49 unique values
0 missing
DECCnumeric36 unique values
0 missing
IVDMnumeric30 unique values
0 missing
X1Avnumeric36 unique values
0 missing
DELSnumeric56 unique values
0 missing
JGI1numeric27 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
JGI10numeric12 unique values
0 missing
SpMin3_Bh.m.numeric40 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI2numeric23 unique values
0 missing
SpMax4_Bh.m.numeric48 unique values
0 missing
DLS_01numeric2 unique values
0 missing
JGI3numeric22 unique values
0 missing
SM03_EA.dm.numeric4 unique values
0 missing
DLS_02numeric3 unique values
0 missing
JGI4numeric21 unique values
0 missing
SM05_EA.dm.numeric4 unique values
0 missing
DLS_03numeric3 unique values
0 missing
JGI5numeric17 unique values
0 missing
SM07_EA.dm.numeric4 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI6numeric14 unique values
0 missing
SM09_EA.dm.numeric3 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI7numeric14 unique values
0 missing
SM11_EA.dm.numeric3 unique values
0 missing
DLS_06numeric3 unique values
0 missing
JGI8numeric10 unique values
0 missing
SM13_EA.dm.numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
JGI9numeric17 unique values
0 missing
SM15_EA.dm.numeric3 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
JGTnumeric38 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
Dznumeric36 unique values
0 missing
LLS_01numeric4 unique values
0 missing
N.071numeric2 unique values
0 missing
ECCnumeric31 unique values
0 missing
LLS_02numeric3 unique values
0 missing
nArNR2numeric2 unique values
0 missing
Eig01_AEA.bo.numeric33 unique values
0 missing
LOCnumeric36 unique values
0 missing
NsssNnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric50 unique values
0 missing
LPRSnumeric42 unique values
0 missing
piPC06numeric42 unique values
0 missing
Eig01_AEA.ed.numeric32 unique values
0 missing
MATS1enumeric42 unique values
0 missing
SpMin1_Bh.p.numeric36 unique values
0 missing
Eig01_AEA.ri.numeric47 unique values
0 missing
MATS1mnumeric34 unique values
0 missing
SsssNnumeric9 unique values
0 missing
Eig01_EAnumeric38 unique values
0 missing
MATS1pnumeric43 unique values
0 missing
ATSC8mnumeric56 unique values
0 missing
Eig01_EA.bo.numeric32 unique values
0 missing
MATS1snumeric51 unique values
0 missing
Eig04_AEA.dm.numeric44 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
MATS1vnumeric40 unique values
0 missing
PCRnumeric29 unique values
0 missing
Eig01_EA.ed.numeric39 unique values
0 missing
MATS2enumeric50 unique values
0 missing
piPC07numeric40 unique values
0 missing
Eig01_EA.ri.numeric47 unique values
0 missing
MATS2inumeric47 unique values
0 missing
piPC08numeric41 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
MATS2mnumeric54 unique values
0 missing
SpMax4_Bh.p.numeric46 unique values
0 missing
Eig02_AEA.dm.numeric36 unique values
0 missing
MATS2pnumeric49 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
MATS2snumeric47 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
Eig02_AEA.ri.numeric27 unique values
0 missing
MATS2vnumeric49 unique values
0 missing
SpMax1_Bh.i.numeric41 unique values
0 missing
Eig02_EAnumeric23 unique values
0 missing
MATS3enumeric48 unique values
0 missing
SpMax5_Bh.m.numeric51 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS3inumeric53 unique values
0 missing
MATS1inumeric47 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
MATS3mnumeric53 unique values
0 missing
ALOGPnumeric55 unique values
0 missing
Eig02_EA.ed.numeric27 unique values
0 missing
MATS3pnumeric53 unique values
0 missing
ALOGP2numeric55 unique values
0 missing
Eig02_EA.ri.numeric34 unique values
0 missing
MATS3snumeric47 unique values
0 missing
X5vnumeric55 unique values
0 missing
Eig03_AEA.bo.numeric33 unique values
0 missing
MATS3vnumeric55 unique values
0 missing
X2Anumeric22 unique values
0 missing
Eig03_AEA.dm.numeric42 unique values
0 missing
MATS4enumeric52 unique values
0 missing
SpMin3_Bh.s.numeric40 unique values
0 missing
Eig03_AEA.ed.numeric26 unique values
0 missing
MATS4inumeric49 unique values
0 missing
SpMin1_Bh.s.numeric48 unique values
0 missing
Eig03_AEA.ri.numeric45 unique values
0 missing
MATS4mnumeric50 unique values
0 missing
ATSC5pnumeric55 unique values
0 missing
Eig03_EAnumeric36 unique values
0 missing
MATS4pnumeric51 unique values
0 missing
ATS7mnumeric56 unique values
0 missing
Eig03_EA.bo.numeric28 unique values
0 missing
MATS4snumeric49 unique values
0 missing
IC5numeric52 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS4vnumeric50 unique values
0 missing
MPC06numeric32 unique values
0 missing
Eig03_EA.ed.numeric37 unique values
0 missing
MATS5enumeric48 unique values
0 missing
MPC07numeric31 unique values
0 missing
Eig03_EA.ri.numeric42 unique values
0 missing
MATS5inumeric52 unique values
0 missing
SpMax6_Bh.m.numeric48 unique values
0 missing
Eig04_AEA.bo.numeric30 unique values
0 missing
MATS5mnumeric49 unique values
0 missing
AACnumeric39 unique values
0 missing
Eig04_AEA.ed.numeric30 unique values
0 missing
MATS5pnumeric49 unique values
0 missing
AECCnumeric36 unique values
0 missing
Eig04_AEA.ri.numeric44 unique values
0 missing
MATS5snumeric46 unique values
0 missing
AMRnumeric56 unique values
0 missing
Eig04_EAnumeric33 unique values
0 missing
MATS5vnumeric50 unique values
0 missing
AMWnumeric42 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
MATS6enumeric47 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
MATS6inumeric54 unique values
0 missing
ATS1enumeric41 unique values
0 missing
Eig04_EA.ed.numeric33 unique values
0 missing
MATS6mnumeric54 unique values
0 missing
ATS1inumeric46 unique values
0 missing
Eig04_EA.ri.numeric40 unique values
0 missing
MATS6pnumeric54 unique values
0 missing
ATS1mnumeric46 unique values
0 missing
Eig05_AEA.bo.numeric29 unique values
0 missing
MATS6snumeric50 unique values
0 missing
ATS1pnumeric46 unique values
0 missing
Eig05_AEA.dm.numeric40 unique values
0 missing
MATS6vnumeric51 unique values
0 missing
ATS1snumeric53 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
MATS7enumeric52 unique values
0 missing
ATS1vnumeric47 unique values
0 missing
Eig05_AEA.ri.numeric40 unique values
0 missing
MATS7inumeric54 unique values
0 missing
ATS2enumeric48 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
MATS7mnumeric49 unique values
0 missing
ATS2inumeric50 unique values
0 missing
Eig05_EA.bo.numeric30 unique values
0 missing
MATS7pnumeric52 unique values
0 missing
ATS2mnumeric53 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7snumeric53 unique values
0 missing
ATS2pnumeric52 unique values
0 missing
Eig05_EA.ed.numeric30 unique values
0 missing
MATS7vnumeric55 unique values
0 missing
ATS2snumeric54 unique values
0 missing
Eig05_EA.ri.numeric33 unique values
0 missing
MATS8enumeric54 unique values
0 missing
ATS2vnumeric51 unique values
0 missing
Eig06_AEA.bo.numeric26 unique values
0 missing
MATS8inumeric54 unique values
0 missing
ATS3enumeric53 unique values
0 missing
Eig06_AEA.dm.numeric49 unique values
0 missing
MATS8mnumeric55 unique values
0 missing
ATS3inumeric55 unique values
0 missing
Eig06_AEA.ed.numeric34 unique values
0 missing
MATS8pnumeric55 unique values
0 missing
ATS3mnumeric56 unique values
0 missing
Eig06_AEA.ri.numeric39 unique values
0 missing
MATS8snumeric51 unique values
0 missing
ATS3pnumeric53 unique values
0 missing
Eig06_EAnumeric34 unique values
0 missing
MATS8vnumeric52 unique values
0 missing
ATS3snumeric54 unique values
0 missing
Eig06_EA.bo.numeric24 unique values
0 missing
MAXDNnumeric40 unique values
0 missing
ATS3vnumeric53 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MAXDPnumeric56 unique values
0 missing
ATS4enumeric52 unique values
0 missing
Eig06_EA.ed.numeric36 unique values
0 missing
MCDnumeric19 unique values
0 missing
ATS4inumeric54 unique values
0 missing
Eig06_EA.ri.numeric37 unique values
0 missing
MDDDnumeric42 unique values
0 missing
ATS4mnumeric55 unique values
0 missing
Eig07_AEA.bo.numeric37 unique values
0 missing
Menumeric28 unique values
0 missing
ATS4pnumeric53 unique values
0 missing
Eig07_AEA.dm.numeric52 unique values
0 missing
Minumeric13 unique values
0 missing
ATS4snumeric55 unique values
0 missing
Eig07_AEA.ed.numeric39 unique values
0 missing
MLOGPnumeric31 unique values
0 missing
ATS4vnumeric55 unique values
0 missing
Eig07_AEA.ri.numeric47 unique values
0 missing
MLOGP2numeric31 unique values
0 missing
ATS5enumeric52 unique values
0 missing
Eig07_EAnumeric34 unique values
0 missing
Mpnumeric29 unique values
0 missing
ATS5inumeric53 unique values
0 missing
Eig07_EA.bo.numeric39 unique values
0 missing
MPC01numeric14 unique values
0 missing
ATS5mnumeric54 unique values
0 missing
Eig07_EA.ed.numeric39 unique values
0 missing
MPC02numeric15 unique values
0 missing
ATS5pnumeric54 unique values
0 missing
Eig07_EA.ri.numeric47 unique values
0 missing
MPC03numeric22 unique values
0 missing
ATS5snumeric53 unique values
0 missing
Eig08_AEA.bo.numeric34 unique values
0 missing
MPC04numeric26 unique values
0 missing
ATS5vnumeric53 unique values
0 missing
Eig08_AEA.dm.numeric50 unique values
0 missing
MPC05numeric31 unique values
0 missing
ATS6enumeric53 unique values
0 missing
Eig08_AEA.ed.numeric38 unique values
0 missing
MPC08numeric32 unique values
0 missing
ATS6inumeric56 unique values
0 missing
Eig08_AEA.ri.numeric48 unique values
0 missing
MPC09numeric34 unique values
0 missing
ATS6mnumeric55 unique values
0 missing
Eig08_EAnumeric36 unique values
0 missing
MPC10numeric31 unique values
0 missing
ATS6pnumeric56 unique values
0 missing
Eig08_EA.bo.numeric35 unique values
0 missing
MSDnumeric41 unique values
0 missing
ATS6snumeric54 unique values
0 missing
Eig08_EA.ed.numeric40 unique values
0 missing
Mvnumeric32 unique values
0 missing
ATS6vnumeric55 unique values
0 missing
Eig08_EA.ri.numeric46 unique values
0 missing
MWnumeric42 unique values
0 missing
ATS7enumeric56 unique values
0 missing
Eig09_AEA.bo.numeric37 unique values
0 missing
MWC01numeric14 unique values
0 missing
ATS7inumeric56 unique values
0 missing
Eig09_AEA.dm.numeric47 unique values
0 missing
MWC02numeric23 unique values
0 missing
ATS7pnumeric56 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
MWC03numeric30 unique values
0 missing
ATS7snumeric51 unique values
0 missing
Eig09_AEA.ri.numeric49 unique values
0 missing
MWC04numeric35 unique values
0 missing
ATS7vnumeric54 unique values
0 missing
Eig09_EAnumeric37 unique values
0 missing
MWC05numeric38 unique values
0 missing
ATS8enumeric55 unique values
0 missing
Eig09_EA.bo.numeric38 unique values
0 missing
MWC06numeric39 unique values
0 missing
ATS8inumeric56 unique values
0 missing
Eig09_EA.ed.numeric39 unique values
0 missing
MWC07numeric39 unique values
0 missing
ATS8mnumeric55 unique values
0 missing
Eig09_EA.ri.numeric50 unique values
0 missing
MWC08numeric40 unique values
0 missing
ATS8pnumeric53 unique values
0 missing
Eig10_AEA.bo.numeric37 unique values
0 missing
MWC09numeric41 unique values
0 missing
ATS8snumeric51 unique values
0 missing
Eig10_AEA.dm.numeric49 unique values
0 missing
MWC10numeric41 unique values
0 missing
ATS8vnumeric54 unique values
0 missing
Eig10_AEA.ed.numeric36 unique values
0 missing
N.numeric32 unique values
0 missing
ATSC1enumeric38 unique values
0 missing
Eig10_AEA.ri.numeric52 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC1inumeric42 unique values
0 missing
Eig10_EAnumeric40 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC1mnumeric47 unique values
0 missing
Eig10_EA.bo.numeric40 unique values
0 missing
NaaCHnumeric4 unique values
0 missing
ATSC1pnumeric47 unique values
0 missing
Eig10_EA.ed.numeric41 unique values
0 missing
NaasCnumeric3 unique values
0 missing
ATSC1snumeric55 unique values
0 missing
Eig10_EA.ri.numeric50 unique values
0 missing
nABnumeric2 unique values
0 missing
ATSC1vnumeric47 unique values
0 missing
Eig11_AEA.bo.numeric34 unique values
0 missing
nArNH2numeric2 unique values
0 missing
ATSC2enumeric49 unique values
0 missing
Eig11_AEA.dm.numeric40 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
ATSC2inumeric52 unique values
0 missing
Eig11_AEA.ed.numeric30 unique values
0 missing
nArOHnumeric2 unique values
0 missing
ATSC2mnumeric51 unique values
0 missing
Eig11_AEA.ri.numeric44 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC2pnumeric55 unique values
0 missing
Eig11_EAnumeric36 unique values
0 missing
nArXnumeric3 unique values
0 missing
ATSC2snumeric56 unique values
0 missing
Eig11_EA.bo.numeric36 unique values
0 missing
nATnumeric27 unique values
0 missing
ATSC2vnumeric54 unique values
0 missing
Eig11_EA.ed.numeric34 unique values
0 missing
nBMnumeric3 unique values
0 missing
ATSC3enumeric51 unique values
0 missing
Eig11_EA.ri.numeric41 unique values
0 missing
nBnznumeric2 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
Eig12_AEA.bo.numeric32 unique values
0 missing
nBOnumeric14 unique values
0 missing
ATSC3mnumeric56 unique values
0 missing
Eig12_AEA.dm.numeric44 unique values
0 missing
nBRnumeric2 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
Eig12_AEA.ed.numeric33 unique values
0 missing
nBTnumeric28 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
Eig12_AEA.ri.numeric47 unique values
0 missing
nCnumeric14 unique values
0 missing
ATSC3vnumeric56 unique values
0 missing
Eig12_EAnumeric31 unique values
0 missing
nCarnumeric2 unique values
0 missing
ATSC4enumeric50 unique values
0 missing
Eig12_EA.bo.numeric31 unique values
0 missing
nCb.numeric3 unique values
0 missing
ATSC4inumeric56 unique values
0 missing
Eig12_EA.ed.numeric31 unique values
0 missing
nCbHnumeric4 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
Eig12_EA.ri.numeric42 unique values
0 missing
nCICnumeric2 unique values
0 missing
ATSC4pnumeric56 unique values
0 missing
Eig13_AEA.bo.numeric37 unique values
0 missing
nCIRnumeric3 unique values
0 missing
ATSC4snumeric55 unique values
0 missing
Eig13_AEA.dm.numeric41 unique values
0 missing
nCLnumeric3 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
Eig13_AEA.ed.numeric33 unique values
0 missing
nCpnumeric6 unique values
0 missing
ATSC5enumeric53 unique values
0 missing
Eig13_AEA.ri.numeric44 unique values
0 missing
nCqnumeric3 unique values
0 missing
ATSC5inumeric54 unique values
0 missing
Eig13_EAnumeric33 unique values
0 missing
nCrsnumeric3 unique values
0 missing
ATSC5mnumeric55 unique values
0 missing
Eig13_EA.bo.numeric32 unique values
0 missing
nCrtnumeric2 unique values
0 missing
ATSC5snumeric55 unique values
0 missing
Eig13_EA.ed.numeric35 unique values
0 missing
nCsnumeric7 unique values
0 missing
ATSC5vnumeric55 unique values
0 missing
Eig13_EA.ri.numeric40 unique values
0 missing
nCsp2numeric3 unique values
0 missing
ATSC6enumeric48 unique values
0 missing
Eig14_AEA.bo.numeric38 unique values
0 missing
nCsp3numeric13 unique values
0 missing
ATSC6inumeric56 unique values
0 missing
Eig14_AEA.dm.numeric49 unique values
0 missing
nCtnumeric3 unique values
0 missing
ATSC6mnumeric56 unique values
0 missing
Eig14_AEA.ed.numeric30 unique values
0 missing
nDBnumeric2 unique values
0 missing
ATSC6pnumeric56 unique values
0 missing
Eig14_AEA.ri.numeric46 unique values
0 missing
NdOnumeric2 unique values
0 missing
ATSC6snumeric56 unique values
0 missing
Eig14_EAnumeric35 unique values
0 missing
NdssCnumeric2 unique values
0 missing
ATSC6vnumeric56 unique values
0 missing
Eig14_EA.bo.numeric30 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
ATSC7enumeric52 unique values
0 missing
Eig14_EA.ed.numeric35 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
ATSC7inumeric55 unique values
0 missing
Eig14_EA.ri.numeric47 unique values
0 missing
nHnumeric20 unique values
0 missing
ATSC7mnumeric56 unique values
0 missing
Eig15_AEA.bo.numeric36 unique values
0 missing
nHAccnumeric5 unique values
0 missing
ATSC7pnumeric56 unique values
0 missing
Eig15_AEA.dm.numeric43 unique values
0 missing
nHDonnumeric3 unique values
0 missing
ATSC7snumeric56 unique values
0 missing
Eig15_AEA.ed.numeric36 unique values
0 missing
nHetnumeric5 unique values
0 missing
ATSC7vnumeric56 unique values
0 missing
Eig15_AEA.ri.numeric45 unique values
0 missing
nHMnumeric3 unique values
0 missing
ATSC8enumeric52 unique values
0 missing
Eig15_EAnumeric33 unique values
0 missing
nInumeric2 unique values
0 missing
ATSC8inumeric56 unique values
0 missing
Eig15_EA.bo.numeric35 unique values
0 missing
nNnumeric2 unique values
0 missing
ATSC8pnumeric56 unique values
0 missing
Eig15_EA.ed.numeric38 unique values
0 missing
NNRSnumeric2 unique values
0 missing
ATSC8snumeric56 unique values
0 missing
Eig15_EA.ri.numeric44 unique values
0 missing
nOnumeric5 unique values
0 missing
ATSC8vnumeric55 unique values
0 missing
Eta_alphanumeric40 unique values
0 missing
nOHpnumeric2 unique values
0 missing
BACnumeric27 unique values
0 missing
Eta_alpha_Anumeric28 unique values
0 missing
nR05numeric2 unique values
0 missing
BBInumeric15 unique values
0 missing
Eta_Bnumeric24 unique values
0 missing
nR06numeric2 unique values
0 missing
BIC0numeric38 unique values
0 missing
Eta_B_Anumeric21 unique values
0 missing
nR09numeric2 unique values
0 missing
BIC1numeric48 unique values
0 missing
Eta_betanumeric26 unique values
0 missing
nR10numeric2 unique values
0 missing
BIC2numeric49 unique values
0 missing
Eta_beta_Anumeric34 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
BIC3numeric45 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
nROHnumeric2 unique values
0 missing
BIC4numeric42 unique values
0 missing
Eta_betaP_Anumeric25 unique values
0 missing
nRORnumeric2 unique values
0 missing
BIC5numeric41 unique values
0 missing
Eta_betaSnumeric21 unique values
0 missing
NRSnumeric2 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eta_Cnumeric56 unique values
0 missing
NsBrnumeric2 unique values
0 missing
BLTA96numeric31 unique values
0 missing
Eta_C_Anumeric54 unique values
0 missing
NsCH3numeric8 unique values
0 missing
BLTD48numeric30 unique values
0 missing
Eta_epsinumeric42 unique values
0 missing
NsClnumeric3 unique values
0 missing
BLTF96numeric30 unique values
0 missing
Eta_epsi_Anumeric36 unique values
0 missing
NsInumeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eta_Fnumeric56 unique values
0 missing
nSKnumeric12 unique values
0 missing
C.numeric26 unique values
0 missing
Eta_F_Anumeric50 unique values
0 missing
NsNH2numeric2 unique values
0 missing
C.001numeric6 unique values
0 missing
Eta_FLnumeric50 unique values
0 missing
NsOHnumeric2 unique values
0 missing
C.002numeric7 unique values
0 missing
Eta_FL_Anumeric40 unique values
0 missing
NssCH2numeric8 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_Lnumeric55 unique values
0 missing
NssNHnumeric2 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_L_Anumeric41 unique values
0 missing
NssOnumeric4 unique values
0 missing
C.005numeric4 unique values
0 missing
Eta_sh_pnumeric47 unique values
0 missing
NsssCHnumeric3 unique values
0 missing
C.006numeric4 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
NssssCnumeric3 unique values
0 missing
C.008numeric2 unique values
0 missing
Eta_sh_ynumeric41 unique values
0 missing
nXnumeric3 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS1enumeric42 unique values
0 missing
O.numeric29 unique values
0 missing
C.025numeric4 unique values
0 missing
GATS1inumeric43 unique values
0 missing
O.056numeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS1mnumeric44 unique values
0 missing
O.057numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1pnumeric45 unique values
0 missing
O.058numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1snumeric53 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1vnumeric45 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS2enumeric50 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
GATS2inumeric51 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
GATS2mnumeric51 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
GATS2pnumeric53 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS2snumeric52 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
GATS2vnumeric51 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GATS3enumeric51 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS3inumeric55 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
GATS3mnumeric50 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS3pnumeric50 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS3snumeric51 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3vnumeric54 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
GATS4enumeric53 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
GATS4inumeric53 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4mnumeric52 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS4pnumeric53 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS4snumeric53 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS4vnumeric50 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS5enumeric52 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
GATS5inumeric52 unique values
0 missing
CATS2D_04_PLnumeric6 unique values
0 missing
GATS5mnumeric45 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS5pnumeric51 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
GATS5snumeric51 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS5vnumeric49 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
GATS6enumeric56 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
GATS6inumeric52 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GATS6mnumeric54 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS6pnumeric54 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS6snumeric55 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6vnumeric54 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS7enumeric54 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
GATS7inumeric54 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
GATS7mnumeric53 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
GATS7pnumeric54 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS7snumeric54 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
GATS7vnumeric52 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
GATS8enumeric54 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
GATS8inumeric53 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
GATS8mnumeric53 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS8pnumeric53 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
GATS8snumeric56 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
GATS8vnumeric53 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
GGI10numeric16 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
GGI2numeric6 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
GGI3numeric16 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GGI4numeric27 unique values
0 missing
CATS2D_08_PLnumeric8 unique values
0 missing
GGI5numeric29 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
GGI6numeric25 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI7numeric26 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
GGI8numeric29 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
GGI9numeric30 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GMTInumeric41 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
GMTIVnumeric55 unique values
0 missing
CENTnumeric41 unique values
0 missing
GNarnumeric32 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
H.numeric32 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
H.046numeric14 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
H.047numeric12 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
H.050numeric3 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_EA.bo.numeric37 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi0_EA.dm.numeric47 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi0_EA.ed.numeric42 unique values
0 missing
HDcpxnumeric29 unique values
0 missing
Chi0_EA.ri.numeric56 unique values
0 missing
HNarnumeric32 unique values
0 missing
Chi1_AEA.bo.numeric40 unique values
0 missing
HVcpxnumeric39 unique values
0 missing
Chi1_AEA.dm.numeric40 unique values
0 missing
Hynumeric41 unique values
0 missing
Chi1_AEA.ed.numeric40 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_AEA.ri.numeric40 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Chi1_EAnumeric40 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
Chi1_EA.bo.numeric40 unique values
0 missing
I.099numeric2 unique values
0 missing
Chi1_EA.dm.numeric42 unique values
0 missing
IACnumeric41 unique values
0 missing
Chi1_EA.ed.numeric39 unique values
0 missing
IC0numeric39 unique values
0 missing
Chi1_EA.ri.numeric56 unique values
0 missing
IC1numeric52 unique values
0 missing
CIC0numeric40 unique values
0 missing
IC2numeric54 unique values
0 missing
CIC1numeric53 unique values
0 missing
IC3numeric52 unique values
0 missing
CIC2numeric51 unique values
0 missing
IC4numeric53 unique values
0 missing
CIC3numeric52 unique values
0 missing
ICRnumeric34 unique values
0 missing
CIC4numeric52 unique values
0 missing
IDDEnumeric36 unique values
0 missing
CIC5numeric51 unique values
0 missing
IDDMnumeric35 unique values
0 missing
CIDnumeric33 unique values
0 missing
IDEnumeric41 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IDETnumeric42 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDMnumeric39 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMTnumeric42 unique values
0 missing
CSInumeric35 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DBInumeric18 unique values
0 missing
Infective.80numeric2 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
D.Dtr06numeric41 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
ISIZnumeric27 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
56
Number of instances (rows) of the dataset.
NumberOfFeatures
679
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
678
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
56
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.12
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
2.75
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
13016.05
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.
Quartile3MeansOfNumericAtts
4.24
Third quartile of means 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
99.85
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.14
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.4
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
7.48
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.
Quartile3StdDevOfNumericAtts
0.83
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
6397.45
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.31
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.32
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
3.54
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
49.45
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.08
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.43
Average class difference between consecutive instances.
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.
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
12.13
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.6
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
0.97
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.36
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
24.73
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
0.67
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.07
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3565
0 runs - estimation_procedure: 50 times Clustering
Define a new task