Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985

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: CHEMBL3985 (TID: 100668), and it has 53 rows and 451 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.

453 features

pXC50 (target)numeric45 unique values
0 missing
molecule_id (row identifier)nominal53 unique values
0 missing
DBInumeric13 unique values
0 missing
ZM2Madnumeric30 unique values
0 missing
D.Dtr04numeric4 unique values
0 missing
ZM1Madnumeric27 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
ATS3mnumeric30 unique values
0 missing
D.Dtr06numeric10 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
X1vnumeric31 unique values
0 missing
D.Dtr08numeric5 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
DECCnumeric19 unique values
0 missing
Eig04_AEA.dm.numeric25 unique values
0 missing
DELSnumeric32 unique values
0 missing
ATSC2mnumeric30 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS1mnumeric22 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
XMODnumeric31 unique values
0 missing
DLS_02numeric2 unique values
0 missing
SM04_AEA.bo.numeric27 unique values
0 missing
DLS_03numeric2 unique values
0 missing
X2numeric26 unique values
0 missing
DLS_consnumeric2 unique values
0 missing
X2solnumeric29 unique values
0 missing
Dznumeric11 unique values
0 missing
X2vnumeric32 unique values
0 missing
ECCnumeric19 unique values
0 missing
CIC2numeric28 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
SpMax1_Bh.m.numeric30 unique values
0 missing
Eig01_AEA.dm.numeric23 unique values
0 missing
SIC2numeric25 unique values
0 missing
Eig01_AEA.ed.numeric18 unique values
0 missing
ZM1MulPernumeric29 unique values
0 missing
Eig01_AEA.ri.numeric25 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig01_EAnumeric23 unique values
0 missing
SpMax2_Bh.m.numeric29 unique values
0 missing
Eig01_EA.bo.numeric25 unique values
0 missing
SpAD_AEA.dm.numeric29 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
ATSC3mnumeric32 unique values
0 missing
Eig01_EA.ed.numeric21 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
Eig01_EA.ri.numeric26 unique values
0 missing
SdOnumeric28 unique values
0 missing
Eig02_AEA.bo.numeric26 unique values
0 missing
Eig09_AEA.ri.numeric25 unique values
0 missing
Eig02_AEA.dm.numeric26 unique values
0 missing
ZM1Vnumeric20 unique values
0 missing
Eig02_AEA.ed.numeric25 unique values
0 missing
X3vnumeric32 unique values
0 missing
Eig02_AEA.ri.numeric30 unique values
0 missing
X5vnumeric31 unique values
0 missing
Eig02_EAnumeric25 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
Eig02_EA.bo.numeric27 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig02_EA.ed.numeric25 unique values
0 missing
MPC02numeric13 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
MWC03numeric20 unique values
0 missing
Eig03_AEA.bo.numeric27 unique values
0 missing
SM02_EAnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
SM02_EA.ri.numeric23 unique values
0 missing
Eig03_AEA.ed.numeric24 unique values
0 missing
SpAD_EA.ri.numeric31 unique values
0 missing
Eig03_AEA.ri.numeric27 unique values
0 missing
ZM2numeric20 unique values
0 missing
Eig03_EAnumeric24 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
Eig03_EA.bo.numeric27 unique values
0 missing
SpAD_EA.ed.numeric26 unique values
0 missing
Eig03_EA.ed.numeric26 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
Eig03_EA.ri.numeric28 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
Eig04_AEA.ed.numeric22 unique values
0 missing
Eig13_AEA.ed.numeric19 unique values
0 missing
Eig04_AEA.ri.numeric24 unique values
0 missing
Psi_e_1numeric30 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
SM12_AEA.bo.numeric21 unique values
0 missing
Eig04_EA.ed.numeric25 unique values
0 missing
SM03_AEA.bo.numeric22 unique values
0 missing
Eig04_EA.ri.numeric24 unique values
0 missing
AACnumeric21 unique values
0 missing
Eig05_AEA.bo.numeric25 unique values
0 missing
AECCnumeric19 unique values
0 missing
Eig05_AEA.dm.numeric24 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
Eig05_AEA.ed.numeric23 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig05_AEA.ri.numeric30 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
AMWnumeric21 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
ARRnumeric7 unique values
0 missing
Eig05_EA.ed.numeric26 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig05_EA.ri.numeric30 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
ATS1pnumeric22 unique values
0 missing
Eig06_AEA.dm.numeric25 unique values
0 missing
ATS1snumeric28 unique values
0 missing
Eig06_AEA.ed.numeric26 unique values
0 missing
ATS1vnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig06_EAnumeric21 unique values
0 missing
ATS2inumeric26 unique values
0 missing
Eig06_EA.bo.numeric24 unique values
0 missing
ATS2pnumeric30 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
ATS3enumeric31 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
ATS3inumeric31 unique values
0 missing
Eig07_AEA.dm.numeric25 unique values
0 missing
ATS3pnumeric32 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
ATS3snumeric31 unique values
0 missing
Eig07_AEA.ri.numeric27 unique values
0 missing
ATS3vnumeric31 unique values
0 missing
Eig07_EAnumeric23 unique values
0 missing
ATS4enumeric32 unique values
0 missing
Eig07_EA.bo.numeric27 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
ATS4mnumeric32 unique values
0 missing
Eig07_EA.ri.numeric30 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
Eig08_AEA.bo.numeric27 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig08_AEA.dm.numeric26 unique values
0 missing
ATS4vnumeric32 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
ATS5inumeric31 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
ATS5mnumeric31 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Eig08_EA.ed.numeric21 unique values
0 missing
ATS5snumeric32 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig09_AEA.bo.numeric23 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
ATS6inumeric30 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig09_EA.bo.numeric25 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATS7inumeric28 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
ATS7mnumeric30 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
ATS7pnumeric30 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
ATS7snumeric30 unique values
0 missing
Eig10_AEA.ri.numeric26 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
Eig10_EAnumeric19 unique values
0 missing
ATS8enumeric23 unique values
0 missing
Eig10_EA.bo.numeric24 unique values
0 missing
ATS8inumeric23 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATS8mnumeric23 unique values
0 missing
Eig10_EA.ed.numeric23 unique values
0 missing
ATS8pnumeric23 unique values
0 missing
Eig10_EA.ri.numeric26 unique values
0 missing
ATS8snumeric23 unique values
0 missing
Eig11_AEA.bo.numeric21 unique values
0 missing
ATS8vnumeric23 unique values
0 missing
Eig11_AEA.dm.numeric23 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
ATSC1inumeric21 unique values
0 missing
Eig11_AEA.ri.numeric28 unique values
0 missing
ATSC1mnumeric22 unique values
0 missing
Eig11_EAnumeric22 unique values
0 missing
ATSC1pnumeric22 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
ATSC1snumeric31 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC1vnumeric22 unique values
0 missing
Eig11_EA.ed.numeric25 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
Eig12_AEA.bo.numeric25 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig12_AEA.dm.numeric22 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
ATSC2vnumeric30 unique values
0 missing
Eig12_AEA.ri.numeric25 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
Eig12_EAnumeric21 unique values
0 missing
ATSC3inumeric32 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
ATSC3vnumeric32 unique values
0 missing
Eig12_EA.ed.numeric25 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Eig12_EA.ri.numeric27 unique values
0 missing
ATSC4inumeric32 unique values
0 missing
Eig13_AEA.bo.numeric20 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig13_AEA.dm.numeric21 unique values
0 missing
ATSC4vnumeric32 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
ATSC5enumeric30 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
Eig13_EA.dm.numeric4 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig13_EA.ed.numeric22 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig13_EA.ri.numeric21 unique values
0 missing
ATSC6enumeric30 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
ATSC7enumeric29 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
Eig14_EA.ed.numeric18 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig15_AEA.ri.numeric12 unique values
0 missing
ATSC8enumeric26 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
ATSC8inumeric24 unique values
0 missing
Eig15_EA.bo.numeric8 unique values
0 missing
ATSC8mnumeric29 unique values
0 missing
Eig15_EA.dm.numeric3 unique values
0 missing
ATSC8pnumeric29 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
ATSC8snumeric30 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC8vnumeric29 unique values
0 missing
Eta_alphanumeric15 unique values
0 missing
BACnumeric10 unique values
0 missing
Eta_Bnumeric15 unique values
0 missing
BIC0numeric21 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
BIC1numeric25 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
BIC2numeric27 unique values
0 missing
Eta_beta_Anumeric20 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
BIC4numeric23 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
BIC5numeric24 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eta_betaS_Anumeric15 unique values
0 missing
BLInumeric30 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eta_epsi_Anumeric20 unique values
0 missing
C.numeric16 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
C.002numeric7 unique values
0 missing
Eta_FLnumeric14 unique values
0 missing
C.003numeric3 unique values
0 missing
Eta_FL_Anumeric21 unique values
0 missing
C.004numeric3 unique values
0 missing
Eta_Lnumeric31 unique values
0 missing
C.005numeric2 unique values
0 missing
Eta_L_Anumeric28 unique values
0 missing
C.006numeric2 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
C.024numeric4 unique values
0 missing
Eta_sh_xnumeric15 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_sh_ynumeric22 unique values
0 missing
C.031numeric2 unique values
0 missing
GATS1enumeric19 unique values
0 missing
C.033numeric3 unique values
0 missing
GATS1inumeric22 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS1mnumeric22 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1pnumeric22 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS1snumeric26 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS1vnumeric20 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
GATS2enumeric24 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
GATS2inumeric28 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS2mnumeric29 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
GATS2pnumeric29 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS2snumeric27 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS2vnumeric25 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GATS3enumeric29 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS3inumeric30 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
GATS3mnumeric31 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
GATS3pnumeric32 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GATS3snumeric28 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
GATS4enumeric30 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS4inumeric31 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
GATS4mnumeric32 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS4pnumeric32 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS4snumeric29 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS4vnumeric32 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS5enumeric32 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS5inumeric31 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
GATS5pnumeric32 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
GATS5snumeric30 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
GATS5vnumeric31 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS6enumeric30 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS6inumeric30 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GATS6mnumeric30 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS6pnumeric31 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS6snumeric32 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric24 unique values
0 missing
Chi0_AEA.bo.numeric24 unique values
0 missing
Chi0_AEA.dm.numeric24 unique values
0 missing
Chi0_AEA.ed.numeric24 unique values
0 missing
Chi0_AEA.ri.numeric24 unique values
0 missing
Chi0_EAnumeric24 unique values
0 missing
Chi0_EA.bo.numeric26 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
Chi0_EA.ed.numeric26 unique values
0 missing
Chi0_EA.ri.numeric30 unique values
0 missing
Chi1_AEA.bo.numeric25 unique values
0 missing
Chi1_AEA.dm.numeric25 unique values
0 missing
Chi1_AEA.ed.numeric25 unique values
0 missing
Chi1_AEA.ri.numeric25 unique values
0 missing
Chi1_EAnumeric25 unique values
0 missing
Chi1_EA.bo.numeric27 unique values
0 missing
Chi1_EA.dm.numeric9 unique values
0 missing
Chi1_EA.ed.numeric26 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
CIC0numeric21 unique values
0 missing
CIC1numeric25 unique values
0 missing
CIC3numeric27 unique values
0 missing
CIC4numeric25 unique values
0 missing
CIC5numeric25 unique values
0 missing
CIDnumeric24 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric24 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
53
Number of instances (rows) of the dataset.
NumberOfFeatures
453
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
452
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
8.55
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.02
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
0.61
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.25
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1.47
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
0.46
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
53
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.92
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
182.51
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
3.17
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.91
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.28
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.28
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.37
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
56.94
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.04
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.91
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
0.21
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
3.57
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
5.56
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.36
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.04
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-CHEMBL3985
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3985
0 runs - estimation_procedure: 50 times Clustering
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