Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1681621

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1681621

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: CHEMBL1681621 (TID: 103914), and it has 51 rows and 730 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.

732 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal51 unique values
0 missing
DLS_03numeric2 unique values
0 missing
IVDMnumeric34 unique values
0 missing
ATS8snumeric51 unique values
0 missing
DLS_04numeric4 unique values
0 missing
JGI1numeric31 unique values
0 missing
ATS7snumeric50 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI10numeric11 unique values
0 missing
Eig01_EA.bo.numeric34 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI2numeric25 unique values
0 missing
SM11_AEA.ri.numeric34 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
JGI3numeric29 unique values
0 missing
SpDiam_EA.bo.numeric35 unique values
0 missing
Dznumeric31 unique values
0 missing
JGI4numeric22 unique values
0 missing
SpMax_EA.bo.numeric34 unique values
0 missing
ECCnumeric39 unique values
0 missing
JGI5numeric16 unique values
0 missing
ATSC6inumeric50 unique values
0 missing
Eig01_AEA.bo.numeric36 unique values
0 missing
JGI6numeric15 unique values
0 missing
ATSC7inumeric48 unique values
0 missing
Eig01_AEA.dm.numeric38 unique values
0 missing
JGI7numeric15 unique values
0 missing
SpMax8_Bh.s.numeric43 unique values
0 missing
Eig01_AEA.ed.numeric33 unique values
0 missing
JGI8numeric9 unique values
0 missing
ALOGPnumeric48 unique values
0 missing
Eig01_AEA.ri.numeric41 unique values
0 missing
JGI9numeric12 unique values
0 missing
ALOGP2numeric48 unique values
0 missing
Eig01_EAnumeric39 unique values
0 missing
JGTnumeric44 unique values
0 missing
Psi_i_snumeric46 unique values
0 missing
Eig01_EA.dm.numeric22 unique values
0 missing
LLS_01numeric5 unique values
0 missing
ATS2snumeric47 unique values
0 missing
Eig01_EA.ed.numeric37 unique values
0 missing
LLS_02numeric2 unique values
0 missing
Eig02_EA.ri.numeric46 unique values
0 missing
Eig01_EA.ri.numeric42 unique values
0 missing
LOCnumeric38 unique values
0 missing
piPC06numeric50 unique values
0 missing
Eig02_AEA.bo.numeric45 unique values
0 missing
LPRSnumeric47 unique values
0 missing
ATS4snumeric48 unique values
0 missing
Eig02_AEA.dm.numeric41 unique values
0 missing
MATS1enumeric43 unique values
0 missing
GGI7numeric43 unique values
0 missing
Eig02_AEA.ed.numeric39 unique values
0 missing
MATS1inumeric41 unique values
0 missing
SpMax6_Bh.s.numeric47 unique values
0 missing
Eig02_AEA.ri.numeric44 unique values
0 missing
MATS1mnumeric39 unique values
0 missing
SM14_EA.bo.numeric46 unique values
0 missing
Eig02_EAnumeric44 unique values
0 missing
MATS1pnumeric42 unique values
0 missing
SM15_EA.bo.numeric45 unique values
0 missing
Eig02_EA.bo.numeric41 unique values
0 missing
MATS1snumeric44 unique values
0 missing
AACnumeric46 unique values
0 missing
Eig02_EA.dm.numeric22 unique values
0 missing
MATS1vnumeric42 unique values
0 missing
AECCnumeric43 unique values
0 missing
Eig02_EA.ed.numeric45 unique values
0 missing
MATS2enumeric47 unique values
0 missing
AMRnumeric49 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
MATS2inumeric47 unique values
0 missing
AMWnumeric48 unique values
0 missing
Eig03_AEA.dm.numeric40 unique values
0 missing
MATS2mnumeric45 unique values
0 missing
ARRnumeric32 unique values
0 missing
Eig03_AEA.ed.numeric37 unique values
0 missing
MATS2pnumeric42 unique values
0 missing
ATS1enumeric46 unique values
0 missing
Eig03_AEA.ri.numeric43 unique values
0 missing
MATS2snumeric47 unique values
0 missing
ATS1inumeric47 unique values
0 missing
Eig03_EAnumeric41 unique values
0 missing
MATS2vnumeric45 unique values
0 missing
ATS1mnumeric47 unique values
0 missing
Eig03_EA.bo.numeric47 unique values
0 missing
MATS3enumeric43 unique values
0 missing
ATS1pnumeric46 unique values
0 missing
Eig03_EA.dm.numeric17 unique values
0 missing
MATS3inumeric44 unique values
0 missing
ATS1snumeric45 unique values
0 missing
Eig03_EA.ed.numeric44 unique values
0 missing
MATS3mnumeric45 unique values
0 missing
ATS1vnumeric44 unique values
0 missing
Eig03_EA.ri.numeric43 unique values
0 missing
MATS3pnumeric47 unique values
0 missing
ATS2enumeric47 unique values
0 missing
Eig04_AEA.bo.numeric46 unique values
0 missing
MATS3snumeric46 unique values
0 missing
ATS2inumeric48 unique values
0 missing
Eig04_AEA.dm.numeric44 unique values
0 missing
MATS3vnumeric46 unique values
0 missing
ATS2mnumeric47 unique values
0 missing
Eig04_AEA.ed.numeric43 unique values
0 missing
MATS4enumeric44 unique values
0 missing
ATS2pnumeric45 unique values
0 missing
Eig04_AEA.ri.numeric48 unique values
0 missing
MATS4inumeric46 unique values
0 missing
ATS2vnumeric46 unique values
0 missing
Eig04_EAnumeric44 unique values
0 missing
MATS4mnumeric47 unique values
0 missing
ATS3enumeric46 unique values
0 missing
Eig04_EA.bo.numeric43 unique values
0 missing
MATS4pnumeric44 unique values
0 missing
ATS3inumeric48 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
MATS4snumeric47 unique values
0 missing
ATS3mnumeric45 unique values
0 missing
Eig04_EA.ed.numeric47 unique values
0 missing
MATS4vnumeric46 unique values
0 missing
ATS3pnumeric46 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
MATS5enumeric47 unique values
0 missing
ATS3snumeric47 unique values
0 missing
Eig05_AEA.bo.numeric47 unique values
0 missing
MATS5inumeric45 unique values
0 missing
ATS3vnumeric47 unique values
0 missing
Eig05_AEA.dm.numeric45 unique values
0 missing
MATS5mnumeric45 unique values
0 missing
ATS4enumeric46 unique values
0 missing
Eig05_AEA.ed.numeric44 unique values
0 missing
MATS5pnumeric44 unique values
0 missing
ATS4inumeric47 unique values
0 missing
Eig05_AEA.ri.numeric45 unique values
0 missing
MATS5snumeric47 unique values
0 missing
ATS4mnumeric48 unique values
0 missing
Eig05_EAnumeric42 unique values
0 missing
MATS5vnumeric43 unique values
0 missing
ATS4pnumeric47 unique values
0 missing
Eig05_EA.bo.numeric48 unique values
0 missing
MATS6enumeric47 unique values
0 missing
ATS4vnumeric48 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
MATS6inumeric47 unique values
0 missing
ATS5enumeric48 unique values
0 missing
Eig05_EA.ed.numeric43 unique values
0 missing
MATS6mnumeric47 unique values
0 missing
ATS5inumeric48 unique values
0 missing
Eig05_EA.ri.numeric44 unique values
0 missing
MATS6pnumeric50 unique values
0 missing
ATS5mnumeric46 unique values
0 missing
Eig06_AEA.bo.numeric49 unique values
0 missing
MATS6snumeric49 unique values
0 missing
ATS5pnumeric48 unique values
0 missing
Eig06_AEA.dm.numeric45 unique values
0 missing
MATS6vnumeric48 unique values
0 missing
ATS5snumeric49 unique values
0 missing
Eig06_AEA.ed.numeric44 unique values
0 missing
MATS7enumeric50 unique values
0 missing
ATS5vnumeric47 unique values
0 missing
Eig06_AEA.ri.numeric46 unique values
0 missing
MATS7inumeric49 unique values
0 missing
ATS6enumeric49 unique values
0 missing
Eig06_EAnumeric40 unique values
0 missing
MATS7mnumeric48 unique values
0 missing
ATS6inumeric49 unique values
0 missing
Eig06_EA.bo.numeric49 unique values
0 missing
MATS7pnumeric46 unique values
0 missing
ATS6mnumeric49 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
MATS7snumeric49 unique values
0 missing
ATS6pnumeric50 unique values
0 missing
Eig06_EA.ed.numeric46 unique values
0 missing
MATS7vnumeric47 unique values
0 missing
ATS6snumeric49 unique values
0 missing
Eig06_EA.ri.numeric47 unique values
0 missing
MATS8enumeric48 unique values
0 missing
ATS6vnumeric50 unique values
0 missing
Eig07_AEA.bo.numeric48 unique values
0 missing
MATS8inumeric47 unique values
0 missing
ATS7enumeric50 unique values
0 missing
Eig07_AEA.dm.numeric44 unique values
0 missing
MATS8mnumeric49 unique values
0 missing
ATS7inumeric50 unique values
0 missing
Eig07_AEA.ed.numeric43 unique values
0 missing
MATS8pnumeric51 unique values
0 missing
ATS7mnumeric50 unique values
0 missing
Eig07_AEA.ri.numeric44 unique values
0 missing
MATS8snumeric50 unique values
0 missing
ATS7pnumeric49 unique values
0 missing
Eig07_EAnumeric41 unique values
0 missing
MATS8vnumeric49 unique values
0 missing
ATS7vnumeric51 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
MAXDNnumeric51 unique values
0 missing
ATS8enumeric51 unique values
0 missing
Eig07_EA.ed.numeric43 unique values
0 missing
MAXDPnumeric51 unique values
0 missing
ATS8inumeric51 unique values
0 missing
Eig07_EA.ri.numeric44 unique values
0 missing
MCDnumeric33 unique values
0 missing
ATS8mnumeric51 unique values
0 missing
Eig08_AEA.bo.numeric42 unique values
0 missing
MDDDnumeric47 unique values
0 missing
ATS8pnumeric50 unique values
0 missing
Eig08_AEA.dm.numeric43 unique values
0 missing
Menumeric34 unique values
0 missing
ATS8vnumeric50 unique values
0 missing
Eig08_AEA.ed.numeric33 unique values
0 missing
Minumeric33 unique values
0 missing
ATSC1enumeric45 unique values
0 missing
Eig08_AEA.ri.numeric35 unique values
0 missing
MLOGPnumeric44 unique values
0 missing
ATSC1inumeric46 unique values
0 missing
Eig08_EAnumeric34 unique values
0 missing
MLOGP2numeric45 unique values
0 missing
ATSC1mnumeric48 unique values
0 missing
Eig08_EA.bo.numeric38 unique values
0 missing
Mpnumeric40 unique values
0 missing
ATSC1pnumeric47 unique values
0 missing
Eig08_EA.ed.numeric37 unique values
0 missing
MPC01numeric14 unique values
0 missing
ATSC1snumeric48 unique values
0 missing
Eig08_EA.ri.numeric36 unique values
0 missing
MPC02numeric18 unique values
0 missing
ATSC1vnumeric47 unique values
0 missing
Eig09_AEA.bo.numeric34 unique values
0 missing
MPC03numeric24 unique values
0 missing
ATSC2enumeric45 unique values
0 missing
Eig09_AEA.dm.numeric40 unique values
0 missing
MPC04numeric26 unique values
0 missing
ATSC2inumeric48 unique values
0 missing
Eig09_AEA.ed.numeric35 unique values
0 missing
MPC05numeric27 unique values
0 missing
ATSC2mnumeric48 unique values
0 missing
Eig09_AEA.ri.numeric35 unique values
0 missing
MPC06numeric26 unique values
0 missing
ATSC2pnumeric48 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
MPC07numeric32 unique values
0 missing
ATSC2snumeric49 unique values
0 missing
Eig09_EA.bo.numeric36 unique values
0 missing
MPC08numeric34 unique values
0 missing
ATSC2vnumeric48 unique values
0 missing
Eig09_EA.ed.numeric35 unique values
0 missing
MPC09numeric37 unique values
0 missing
ATSC3enumeric46 unique values
0 missing
Eig09_EA.ri.numeric35 unique values
0 missing
MPC10numeric38 unique values
0 missing
ATSC3inumeric48 unique values
0 missing
Eig10_AEA.bo.numeric40 unique values
0 missing
MSDnumeric46 unique values
0 missing
ATSC3mnumeric49 unique values
0 missing
Eig10_AEA.dm.numeric37 unique values
0 missing
Mvnumeric43 unique values
0 missing
ATSC3pnumeric49 unique values
0 missing
Eig10_AEA.ed.numeric37 unique values
0 missing
MWnumeric47 unique values
0 missing
ATSC3snumeric49 unique values
0 missing
Eig10_AEA.ri.numeric43 unique values
0 missing
MWC01numeric14 unique values
0 missing
ATSC3vnumeric49 unique values
0 missing
Eig10_EAnumeric33 unique values
0 missing
MWC02numeric22 unique values
0 missing
ATSC4enumeric48 unique values
0 missing
Eig10_EA.bo.numeric39 unique values
0 missing
MWC03numeric31 unique values
0 missing
ATSC4inumeric47 unique values
0 missing
Eig10_EA.ed.numeric33 unique values
0 missing
MWC04numeric36 unique values
0 missing
ATSC4mnumeric49 unique values
0 missing
Eig10_EA.ri.numeric44 unique values
0 missing
MWC05numeric42 unique values
0 missing
ATSC4pnumeric49 unique values
0 missing
Eig11_AEA.bo.numeric41 unique values
0 missing
MWC06numeric46 unique values
0 missing
ATSC4snumeric51 unique values
0 missing
Eig11_AEA.dm.numeric34 unique values
0 missing
MWC07numeric46 unique values
0 missing
ATSC4vnumeric49 unique values
0 missing
Eig11_AEA.ed.numeric34 unique values
0 missing
MWC08numeric46 unique values
0 missing
ATSC5enumeric48 unique values
0 missing
Eig11_AEA.ri.numeric47 unique values
0 missing
MWC09numeric44 unique values
0 missing
ATSC5inumeric48 unique values
0 missing
Eig11_EAnumeric35 unique values
0 missing
MWC10numeric43 unique values
0 missing
ATSC5mnumeric49 unique values
0 missing
Eig11_EA.bo.numeric37 unique values
0 missing
N.numeric26 unique values
0 missing
ATSC5pnumeric49 unique values
0 missing
Eig11_EA.ed.numeric41 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC5snumeric51 unique values
0 missing
Eig11_EA.ri.numeric45 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC5vnumeric48 unique values
0 missing
Eig12_AEA.bo.numeric42 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC6enumeric50 unique values
0 missing
Eig12_AEA.dm.numeric41 unique values
0 missing
N.070numeric2 unique values
0 missing
ATSC6mnumeric50 unique values
0 missing
Eig12_AEA.ed.numeric41 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC6pnumeric51 unique values
0 missing
Eig12_AEA.ri.numeric47 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC6snumeric51 unique values
0 missing
Eig12_EAnumeric42 unique values
0 missing
N.073numeric3 unique values
0 missing
ATSC6vnumeric51 unique values
0 missing
Eig12_EA.bo.numeric50 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC7enumeric50 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
N.075numeric5 unique values
0 missing
ATSC7mnumeric51 unique values
0 missing
Eig12_EA.ed.numeric43 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC7pnumeric51 unique values
0 missing
Eig12_EA.ri.numeric48 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
ATSC7snumeric51 unique values
0 missing
Eig13_AEA.bo.numeric45 unique values
0 missing
NaaNnumeric5 unique values
0 missing
ATSC7vnumeric51 unique values
0 missing
Eig13_AEA.dm.numeric46 unique values
0 missing
NaaNHnumeric2 unique values
0 missing
ATSC8enumeric50 unique values
0 missing
Eig13_AEA.ed.numeric46 unique values
0 missing
NaaOnumeric4 unique values
0 missing
ATSC8inumeric50 unique values
0 missing
Eig13_AEA.ri.numeric44 unique values
0 missing
NaaSnumeric3 unique values
0 missing
ATSC8mnumeric51 unique values
0 missing
Eig13_EAnumeric45 unique values
0 missing
NaasCnumeric6 unique values
0 missing
ATSC8pnumeric51 unique values
0 missing
Eig13_EA.bo.numeric46 unique values
0 missing
NaasNnumeric2 unique values
0 missing
ATSC8snumeric51 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
nABnumeric8 unique values
0 missing
ATSC8vnumeric51 unique values
0 missing
Eig13_EA.ed.numeric45 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig13_EA.ri.numeric46 unique values
0 missing
nArCNnumeric2 unique values
0 missing
BBInumeric18 unique values
0 missing
Eig14_AEA.bo.numeric44 unique values
0 missing
nArCOnumeric2 unique values
0 missing
BIC0numeric44 unique values
0 missing
Eig14_AEA.dm.numeric45 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
BIC1numeric47 unique values
0 missing
Eig14_AEA.ed.numeric39 unique values
0 missing
nArCOSRnumeric2 unique values
0 missing
BIC2numeric42 unique values
0 missing
Eig14_AEA.ri.numeric41 unique values
0 missing
nArNHRnumeric2 unique values
0 missing
BIC3numeric45 unique values
0 missing
Eig14_EAnumeric37 unique values
0 missing
nArNR2numeric2 unique values
0 missing
BIC4numeric43 unique values
0 missing
Eig14_EA.bo.numeric43 unique values
0 missing
nArOCONnumeric2 unique values
0 missing
BIC5numeric44 unique values
0 missing
Eig14_EA.ed.numeric39 unique values
0 missing
nArOHnumeric2 unique values
0 missing
BIDnumeric22 unique values
0 missing
Eig14_EA.ri.numeric40 unique values
0 missing
nArORnumeric3 unique values
0 missing
BLInumeric42 unique values
0 missing
Eig15_AEA.bo.numeric37 unique values
0 missing
nArXnumeric3 unique values
0 missing
BLTA96numeric43 unique values
0 missing
Eig15_AEA.dm.numeric48 unique values
0 missing
nATnumeric23 unique values
0 missing
BLTD48numeric44 unique values
0 missing
Eig15_AEA.ed.numeric34 unique values
0 missing
nBMnumeric14 unique values
0 missing
BLTF96numeric44 unique values
0 missing
Eig15_AEA.ri.numeric39 unique values
0 missing
nBnznumeric3 unique values
0 missing
C.numeric37 unique values
0 missing
Eig15_EAnumeric34 unique values
0 missing
nBOnumeric14 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig15_EA.bo.numeric44 unique values
0 missing
nBTnumeric22 unique values
0 missing
C.002numeric9 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
nCnumeric15 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig15_EA.ed.numeric39 unique values
0 missing
nCarnumeric9 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig15_EA.ri.numeric44 unique values
0 missing
nCb.numeric6 unique values
0 missing
C.005numeric3 unique values
0 missing
Eta_alphanumeric42 unique values
0 missing
nCbHnumeric7 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_alpha_Anumeric34 unique values
0 missing
nCconjnumeric4 unique values
0 missing
C.008numeric3 unique values
0 missing
Eta_Bnumeric25 unique values
0 missing
nCICnumeric4 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
nCIRnumeric6 unique values
0 missing
C.010numeric3 unique values
0 missing
Eta_betanumeric38 unique values
0 missing
nCLnumeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_beta_Anumeric42 unique values
0 missing
nC.N.N.numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_betaPnumeric21 unique values
0 missing
nCONNnumeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_betaP_Anumeric42 unique values
0 missing
nCpnumeric5 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_betaSnumeric23 unique values
0 missing
nCqnumeric2 unique values
0 missing
C.024numeric9 unique values
0 missing
Eta_betaS_Anumeric29 unique values
0 missing
nCrsnumeric7 unique values
0 missing
C.025numeric4 unique values
0 missing
Eta_Cnumeric51 unique values
0 missing
nCrtnumeric2 unique values
0 missing
C.026numeric4 unique values
0 missing
Eta_C_Anumeric50 unique values
0 missing
nCsnumeric9 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_epsinumeric46 unique values
0 missing
nCspnumeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_epsi_Anumeric43 unique values
0 missing
nCsp2numeric13 unique values
0 missing
C.029numeric3 unique values
0 missing
Eta_Fnumeric51 unique values
0 missing
nCsp3numeric13 unique values
0 missing
C.030numeric2 unique values
0 missing
Eta_F_Anumeric49 unique values
0 missing
nCtnumeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
Eta_FLnumeric41 unique values
0 missing
nDBnumeric4 unique values
0 missing
C.032numeric2 unique values
0 missing
Eta_FL_Anumeric40 unique values
0 missing
NdCH2numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
Eta_Lnumeric49 unique values
0 missing
NddssSnumeric2 unique values
0 missing
C.034numeric4 unique values
0 missing
Eta_L_Anumeric39 unique values
0 missing
NdOnumeric4 unique values
0 missing
C.035numeric2 unique values
0 missing
Eta_sh_pnumeric42 unique values
0 missing
NdSnumeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
NdsCHnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_sh_ynumeric42 unique values
0 missing
NdsNnumeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
F.083numeric3 unique values
0 missing
NdssCnumeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
F.084numeric2 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1enumeric45 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS1inumeric46 unique values
0 missing
nFnumeric4 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS1mnumeric44 unique values
0 missing
nFuranesnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS1pnumeric46 unique values
0 missing
nHnumeric19 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS1snumeric40 unique values
0 missing
nHAccnumeric6 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
GATS1vnumeric45 unique values
0 missing
nHDonnumeric4 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2enumeric45 unique values
0 missing
nHetnumeric7 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
GATS2inumeric44 unique values
0 missing
nHMnumeric4 unique values
0 missing
CATS2D_01_DPnumeric2 unique values
0 missing
GATS2mnumeric44 unique values
0 missing
nIsoxazolesnumeric2 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
GATS2pnumeric46 unique values
0 missing
nNnumeric8 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
GATS2snumeric46 unique values
0 missing
nN.CO.2numeric2 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
GATS2vnumeric45 unique values
0 missing
nN.Nnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
GATS3enumeric49 unique values
0 missing
NNRSnumeric4 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS3inumeric46 unique values
0 missing
nOnumeric6 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
GATS3mnumeric48 unique values
0 missing
nOHsnumeric2 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
GATS3pnumeric44 unique values
0 missing
nOHtnumeric2 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GATS3snumeric48 unique values
0 missing
nOxolanesnumeric2 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
GATS3vnumeric43 unique values
0 missing
nPyridinesnumeric3 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS4enumeric48 unique values
0 missing
nPyrimidinesnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
GATS4inumeric46 unique values
0 missing
nPyrrolidinesnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS4mnumeric47 unique values
0 missing
nR05numeric4 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS4pnumeric47 unique values
0 missing
nR06numeric5 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
GATS4snumeric49 unique values
0 missing
nR09numeric3 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
GATS4vnumeric45 unique values
0 missing
nR10numeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS5enumeric49 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS5inumeric45 unique values
0 missing
nRCOORnumeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS5mnumeric47 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
GATS5pnumeric48 unique values
0 missing
nR.Csnumeric2 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
GATS5snumeric51 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS5vnumeric46 unique values
0 missing
nROCONnumeric2 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6enumeric49 unique values
0 missing
nROHnumeric2 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS6inumeric46 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
GATS6mnumeric48 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS6pnumeric50 unique values
0 missing
nRSRnumeric3 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS6snumeric51 unique values
0 missing
nSnumeric4 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS6vnumeric50 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS7enumeric48 unique values
0 missing
NsClnumeric3 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS7inumeric48 unique values
0 missing
NsFnumeric4 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
GATS7mnumeric49 unique values
0 missing
nSKnumeric14 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS7pnumeric50 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_07_ALnumeric11 unique values
0 missing
GATS7snumeric49 unique values
0 missing
nS..O.2numeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
GATS7vnumeric49 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS8enumeric50 unique values
0 missing
NsOHnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS8inumeric50 unique values
0 missing
NssCH2numeric10 unique values
0 missing
CATS2D_07_LLnumeric12 unique values
0 missing
GATS8mnumeric47 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
GATS8pnumeric49 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS8snumeric50 unique values
0 missing
NssSnumeric3 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
GATS8vnumeric48 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
GGI1numeric8 unique values
0 missing
NsssNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
GGI10numeric31 unique values
0 missing
NssssCnumeric2 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
GGI2numeric12 unique values
0 missing
nTBnumeric2 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
GGI3numeric34 unique values
0 missing
nThiazolesnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI4numeric43 unique values
0 missing
nThiophenesnumeric3 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI5numeric35 unique values
0 missing
NtNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
GGI6numeric42 unique values
0 missing
nTriazolesnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI8numeric40 unique values
0 missing
NtsCnumeric2 unique values
0 missing
CENTnumeric46 unique values
0 missing
GGI9numeric39 unique values
0 missing
nXnumeric4 unique values
0 missing
Chi0_AEA.bo.numeric41 unique values
0 missing
GMTInumeric47 unique values
0 missing
O.numeric34 unique values
0 missing
Chi0_AEA.dm.numeric41 unique values
0 missing
GMTIVnumeric51 unique values
0 missing
O.056numeric2 unique values
0 missing
Chi0_AEA.ed.numeric41 unique values
0 missing
GNarnumeric33 unique values
0 missing
O.057numeric2 unique values
0 missing
Chi0_AEA.ri.numeric41 unique values
0 missing
H.numeric39 unique values
0 missing
Chi0_EAnumeric41 unique values
0 missing
H.046numeric11 unique values
0 missing
Chi0_EA.bo.numeric48 unique values
0 missing
H.047numeric13 unique values
0 missing
Chi0_EA.dm.numeric41 unique values
0 missing
H.048numeric3 unique values
0 missing
Chi0_EA.ed.numeric44 unique values
0 missing
H.049numeric4 unique values
0 missing
Chi0_EA.ri.numeric47 unique values
0 missing
H.050numeric4 unique values
0 missing
Chi1_AEA.bo.numeric42 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi1_AEA.dm.numeric42 unique values
0 missing
H.052numeric6 unique values
0 missing
Chi1_AEA.ed.numeric42 unique values
0 missing
H.053numeric3 unique values
0 missing
Chi1_AEA.ri.numeric42 unique values
0 missing
HDcpxnumeric38 unique values
0 missing
Chi1_EAnumeric42 unique values
0 missing
HNarnumeric34 unique values
0 missing
Chi1_EA.bo.numeric48 unique values
0 missing
HVcpxnumeric41 unique values
0 missing
Chi1_EA.dm.numeric41 unique values
0 missing
Hynumeric37 unique values
0 missing
Chi1_EA.ed.numeric45 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
Chi1_EA.ri.numeric47 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
CIC0numeric46 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
CIC1numeric47 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CIC2numeric49 unique values
0 missing
IACnumeric47 unique values
0 missing
CIC3numeric45 unique values
0 missing
IC0numeric46 unique values
0 missing
CIC4numeric45 unique values
0 missing
IC1numeric47 unique values
0 missing
CIC5numeric45 unique values
0 missing
IC2numeric48 unique values
0 missing
CIDnumeric40 unique values
0 missing
IC3numeric48 unique values
0 missing
Cl.089numeric3 unique values
0 missing
IC4numeric46 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IC5numeric46 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ICRnumeric39 unique values
0 missing
CSInumeric44 unique values
0 missing
IDDEnumeric37 unique values
0 missing
DBInumeric21 unique values
0 missing
IDDMnumeric36 unique values
0 missing
D.Dtr05numeric33 unique values
0 missing
IDEnumeric45 unique values
0 missing
D.Dtr06numeric46 unique values
0 missing
IDETnumeric47 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
IDMnumeric46 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
IDMTnumeric47 unique values
0 missing
DECCnumeric42 unique values
0 missing
Infective.50numeric2 unique values
0 missing
DELSnumeric51 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ISIZnumeric23 unique values
0 missing
DLS_02numeric2 unique values
0 missing
IVDEnumeric35 unique values
0 missing

62 properties

51
Number of instances (rows) of the dataset.
732
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
731
Number of numeric attributes.
1
Number of nominal attributes.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
14.35
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
1.78
Second quartile (Median) of kurtosis among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.72
Mean skewness among attributes of the numeric type.
1.03
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
23.11
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0.29
Second quartile (Median) of skewness among attributes of the numeric type.
Maximum entropy among attributes.
-2.07
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
51
Maximum kurtosis among attributes of the numeric type.
-3.8
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
18138.04
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
5.16
Third quartile of kurtosis among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
99.86
Percentage of numeric attributes.
4.1
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-7.14
Minimum skewness among attributes of the numeric type.
0.14
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
7.14
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
1.33
Third quartile of skewness among attributes of the numeric type.
7737.95
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
0.06
First quartile of kurtosis among attributes of the numeric type.
0.86
Third quartile of standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.16
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
5.91
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
55.58
Mean of means among attributes of the numeric type.
-0.36
First quartile of skewness among attributes of the numeric type.
0.78
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
0.18
First quartile of standard deviation of attributes of the numeric type.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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