Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014

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: CHEMBL5014 (TID: 20025), and it has 89 rows and 455 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.

457 features

pXC50 (target)numeric40 unique values
0 missing
molecule_id (row identifier)nominal89 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
X3vnumeric88 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
Eig13_EA.ri.numeric83 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
Eig12_AEA.ri.numeric79 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
Eig12_EA.bo.numeric79 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
IC3numeric85 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
SM02_EA.dm.numeric73 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
Eig13_AEA.bo.numeric79 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
IC4numeric85 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
IC5numeric84 unique values
0 missing
CATS2D_09_APnumeric3 unique values
0 missing
SpAD_EA.dm.numeric74 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
SpMAD_EA.dm.numeric75 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
Eig12_EA.ri.numeric80 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
Eig13_AEA.ri.numeric80 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
Eig13_EAnumeric75 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
Eig13_EA.bo.numeric76 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
Eig13_EA.ed.numeric78 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
SM07_AEA.dm.numeric75 unique values
0 missing
CENTnumeric87 unique values
0 missing
SM08_AEA.ri.numeric78 unique values
0 missing
Chi0_AEA.bo.numeric88 unique values
0 missing
Eig10_AEA.dm.numeric81 unique values
0 missing
Chi0_AEA.dm.numeric88 unique values
0 missing
Eig12_EAnumeric75 unique values
0 missing
Chi0_AEA.ed.numeric88 unique values
0 missing
SM06_AEA.dm.numeric75 unique values
0 missing
Chi0_AEA.ri.numeric88 unique values
0 missing
Eig01_EA.dm.numeric34 unique values
0 missing
Chi0_EAnumeric88 unique values
0 missing
Eig13_AEA.dm.numeric83 unique values
0 missing
Chi0_EA.bo.numeric88 unique values
0 missing
SM04_EA.dm.numeric75 unique values
0 missing
Chi0_EA.dm.numeric88 unique values
0 missing
SM06_EA.dm.numeric74 unique values
0 missing
Chi0_EA.ed.numeric88 unique values
0 missing
SM08_EA.dm.numeric65 unique values
0 missing
Chi0_EA.ri.numeric89 unique values
0 missing
SM10_EA.dm.numeric64 unique values
0 missing
Chi1_AEA.bo.numeric87 unique values
0 missing
SM12_EA.dm.numeric59 unique values
0 missing
Chi1_AEA.dm.numeric87 unique values
0 missing
SM14_EA.dm.numeric57 unique values
0 missing
Chi1_AEA.ed.numeric87 unique values
0 missing
SpDiam_EA.dm.numeric36 unique values
0 missing
Chi1_AEA.ri.numeric87 unique values
0 missing
SpMaxA_EA.dm.numeric48 unique values
0 missing
Chi1_EAnumeric87 unique values
0 missing
SpMax_EA.dm.numeric34 unique values
0 missing
Chi1_EA.bo.numeric88 unique values
0 missing
SpMin7_Bh.i.numeric70 unique values
0 missing
Chi1_EA.dm.numeric88 unique values
0 missing
AACnumeric82 unique values
0 missing
Chi1_EA.ed.numeric88 unique values
0 missing
AECCnumeric88 unique values
0 missing
Chi1_EA.ri.numeric89 unique values
0 missing
ALOGPnumeric89 unique values
0 missing
CIC0numeric86 unique values
0 missing
ALOGP2numeric89 unique values
0 missing
CIC1numeric86 unique values
0 missing
AMRnumeric89 unique values
0 missing
CIC2numeric83 unique values
0 missing
AMWnumeric85 unique values
0 missing
CIC3numeric87 unique values
0 missing
ARRnumeric70 unique values
0 missing
CIC4numeric84 unique values
0 missing
ATS1enumeric83 unique values
0 missing
CIC5numeric83 unique values
0 missing
ATS1inumeric84 unique values
0 missing
CIDnumeric83 unique values
0 missing
ATS1mnumeric84 unique values
0 missing
Cl.089numeric4 unique values
0 missing
ATS1pnumeric83 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1snumeric83 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1vnumeric82 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS2enumeric81 unique values
0 missing
CSInumeric87 unique values
0 missing
ATS2inumeric85 unique values
0 missing
DBInumeric35 unique values
0 missing
ATS2mnumeric85 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2pnumeric83 unique values
0 missing
D.Dtr05numeric61 unique values
0 missing
ATS2snumeric89 unique values
0 missing
D.Dtr06numeric88 unique values
0 missing
ATS2vnumeric86 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
ATS3enumeric86 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS3inumeric85 unique values
0 missing
D.Dtr09numeric42 unique values
0 missing
ATS3mnumeric85 unique values
0 missing
D.Dtr10numeric35 unique values
0 missing
ATS3pnumeric83 unique values
0 missing
D.Dtr11numeric7 unique values
0 missing
ATS3snumeric83 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
ATS3vnumeric86 unique values
0 missing
DECCnumeric87 unique values
0 missing
ATS4enumeric86 unique values
0 missing
DELSnumeric89 unique values
0 missing
ATS4inumeric87 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4mnumeric82 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4pnumeric85 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4snumeric87 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4vnumeric88 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS5enumeric86 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS5inumeric87 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5mnumeric87 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5pnumeric85 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5snumeric87 unique values
0 missing
DLS_consnumeric25 unique values
0 missing
ATS5vnumeric86 unique values
0 missing
Dznumeric66 unique values
0 missing
ATS6enumeric83 unique values
0 missing
ECCnumeric87 unique values
0 missing
ATS6inumeric86 unique values
0 missing
Eig01_AEA.bo.numeric76 unique values
0 missing
ATS6mnumeric84 unique values
0 missing
Eig01_AEA.dm.numeric78 unique values
0 missing
ATS6pnumeric86 unique values
0 missing
Eig01_AEA.ed.numeric80 unique values
0 missing
ATS6snumeric86 unique values
0 missing
Eig01_AEA.ri.numeric79 unique values
0 missing
ATS6vnumeric85 unique values
0 missing
Eig01_EAnumeric74 unique values
0 missing
ATS7enumeric86 unique values
0 missing
Eig01_EA.bo.numeric74 unique values
0 missing
ATS7inumeric85 unique values
0 missing
Eig01_EA.ed.numeric82 unique values
0 missing
ATS7mnumeric87 unique values
0 missing
Eig01_EA.ri.numeric78 unique values
0 missing
ATS7pnumeric87 unique values
0 missing
Eig02_AEA.bo.numeric80 unique values
0 missing
ATS7snumeric84 unique values
0 missing
Eig02_AEA.dm.numeric86 unique values
0 missing
ATS7vnumeric84 unique values
0 missing
Eig02_AEA.ed.numeric85 unique values
0 missing
ATS8enumeric86 unique values
0 missing
Eig02_AEA.ri.numeric85 unique values
0 missing
ATS8inumeric87 unique values
0 missing
Eig02_EAnumeric82 unique values
0 missing
ATS8mnumeric87 unique values
0 missing
Eig02_EA.bo.numeric81 unique values
0 missing
ATS8pnumeric88 unique values
0 missing
Eig02_EA.dm.numeric26 unique values
0 missing
ATS8snumeric88 unique values
0 missing
Eig02_EA.ed.numeric87 unique values
0 missing
ATS8vnumeric85 unique values
0 missing
Eig02_EA.ri.numeric82 unique values
0 missing
ATSC1enumeric75 unique values
0 missing
Eig03_AEA.bo.numeric84 unique values
0 missing
ATSC1inumeric82 unique values
0 missing
Eig03_AEA.dm.numeric87 unique values
0 missing
ATSC1mnumeric87 unique values
0 missing
Eig03_AEA.ed.numeric83 unique values
0 missing
ATSC1pnumeric88 unique values
0 missing
Eig03_AEA.ri.numeric84 unique values
0 missing
ATSC1snumeric89 unique values
0 missing
Eig03_EAnumeric81 unique values
0 missing
ATSC1vnumeric88 unique values
0 missing
Eig03_EA.bo.numeric82 unique values
0 missing
ATSC2enumeric80 unique values
0 missing
Eig03_EA.dm.numeric16 unique values
0 missing
ATSC2inumeric85 unique values
0 missing
Eig03_EA.ed.numeric87 unique values
0 missing
ATSC2mnumeric88 unique values
0 missing
Eig03_EA.ri.numeric85 unique values
0 missing
ATSC2pnumeric88 unique values
0 missing
Eig04_AEA.bo.numeric82 unique values
0 missing
ATSC2snumeric89 unique values
0 missing
Eig04_AEA.dm.numeric87 unique values
0 missing
ATSC2vnumeric89 unique values
0 missing
Eig04_AEA.ed.numeric85 unique values
0 missing
ATSC3enumeric86 unique values
0 missing
Eig04_AEA.ri.numeric81 unique values
0 missing
ATSC3inumeric86 unique values
0 missing
Eig04_EAnumeric86 unique values
0 missing
ATSC3mnumeric89 unique values
0 missing
Eig04_EA.bo.numeric85 unique values
0 missing
ATSC3pnumeric88 unique values
0 missing
Eig04_EA.dm.numeric17 unique values
0 missing
ATSC3snumeric89 unique values
0 missing
Eig04_EA.ed.numeric85 unique values
0 missing
ATSC3vnumeric88 unique values
0 missing
Eig04_EA.ri.numeric81 unique values
0 missing
ATSC4enumeric81 unique values
0 missing
Eig05_AEA.bo.numeric83 unique values
0 missing
ATSC4inumeric86 unique values
0 missing
Eig05_AEA.dm.numeric87 unique values
0 missing
ATSC4mnumeric89 unique values
0 missing
Eig05_AEA.ed.numeric83 unique values
0 missing
ATSC4pnumeric89 unique values
0 missing
Eig05_AEA.ri.numeric85 unique values
0 missing
ATSC4snumeric89 unique values
0 missing
Eig05_EAnumeric82 unique values
0 missing
ATSC4vnumeric89 unique values
0 missing
Eig05_EA.bo.numeric78 unique values
0 missing
ATSC5enumeric87 unique values
0 missing
Eig05_EA.dm.numeric11 unique values
0 missing
ATSC5inumeric87 unique values
0 missing
Eig05_EA.ed.numeric88 unique values
0 missing
ATSC5mnumeric89 unique values
0 missing
Eig05_EA.ri.numeric87 unique values
0 missing
ATSC5pnumeric89 unique values
0 missing
Eig06_AEA.bo.numeric81 unique values
0 missing
ATSC5snumeric89 unique values
0 missing
Eig06_AEA.dm.numeric84 unique values
0 missing
ATSC5vnumeric89 unique values
0 missing
Eig06_AEA.ed.numeric82 unique values
0 missing
ATSC6enumeric88 unique values
0 missing
Eig06_AEA.ri.numeric85 unique values
0 missing
ATSC6inumeric87 unique values
0 missing
Eig06_EAnumeric82 unique values
0 missing
ATSC6mnumeric89 unique values
0 missing
Eig06_EA.bo.numeric81 unique values
0 missing
ATSC6pnumeric88 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC6snumeric89 unique values
0 missing
Eig06_EA.ed.numeric86 unique values
0 missing
ATSC6vnumeric89 unique values
0 missing
Eig06_EA.ri.numeric86 unique values
0 missing
ATSC7enumeric86 unique values
0 missing
Eig07_AEA.bo.numeric79 unique values
0 missing
ATSC7inumeric87 unique values
0 missing
Eig07_AEA.dm.numeric85 unique values
0 missing
ATSC7mnumeric89 unique values
0 missing
Eig07_AEA.ed.numeric82 unique values
0 missing
ATSC7pnumeric88 unique values
0 missing
Eig07_AEA.ri.numeric84 unique values
0 missing
ATSC7snumeric89 unique values
0 missing
Eig07_EAnumeric81 unique values
0 missing
ATSC7vnumeric89 unique values
0 missing
Eig07_EA.bo.numeric83 unique values
0 missing
ATSC8enumeric88 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8inumeric86 unique values
0 missing
Eig07_EA.ed.numeric88 unique values
0 missing
ATSC8mnumeric89 unique values
0 missing
Eig07_EA.ri.numeric81 unique values
0 missing
ATSC8pnumeric89 unique values
0 missing
Eig08_AEA.bo.numeric80 unique values
0 missing
ATSC8snumeric89 unique values
0 missing
Eig08_AEA.dm.numeric85 unique values
0 missing
ATSC8vnumeric89 unique values
0 missing
Eig08_AEA.ed.numeric85 unique values
0 missing
BACnumeric38 unique values
0 missing
Eig08_AEA.ri.numeric84 unique values
0 missing
BBInumeric36 unique values
0 missing
Eig08_EAnumeric81 unique values
0 missing
BIC0numeric57 unique values
0 missing
Eig08_EA.bo.numeric82 unique values
0 missing
BIC1numeric70 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC2numeric73 unique values
0 missing
Eig08_EA.ed.numeric84 unique values
0 missing
BIC3numeric68 unique values
0 missing
Eig08_EA.ri.numeric83 unique values
0 missing
BIC4numeric64 unique values
0 missing
Eig09_AEA.bo.numeric76 unique values
0 missing
BIC5numeric64 unique values
0 missing
Eig09_AEA.dm.numeric85 unique values
0 missing
BIDnumeric51 unique values
0 missing
Eig09_AEA.ed.numeric85 unique values
0 missing
BLInumeric70 unique values
0 missing
Eig09_AEA.ri.numeric81 unique values
0 missing
BLTA96numeric80 unique values
0 missing
Eig09_EAnumeric76 unique values
0 missing
BLTD48numeric75 unique values
0 missing
Eig09_EA.bo.numeric81 unique values
0 missing
BLTF96numeric76 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.ed.numeric80 unique values
0 missing
C.numeric70 unique values
0 missing
Eig09_EA.ri.numeric80 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_AEA.bo.numeric76 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig10_AEA.ed.numeric83 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.ri.numeric84 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EAnumeric73 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_EA.bo.numeric79 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig10_EA.ed.numeric81 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.ri.numeric78 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig11_AEA.bo.numeric75 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.dm.numeric75 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.ed.numeric78 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.ri.numeric77 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_EAnumeric71 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_EA.bo.numeric76 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_EA.ed.numeric79 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EA.ri.numeric75 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig12_AEA.bo.numeric80 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig12_AEA.dm.numeric77 unique values
0 missing
C.024numeric14 unique values
0 missing
Eig12_AEA.ed.numeric73 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig12_EA.ed.numeric75 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig13_AEA.ed.numeric73 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig14_AEA.bo.numeric73 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig14_AEA.dm.numeric77 unique values
0 missing
C.029numeric4 unique values
0 missing
Eig14_AEA.ed.numeric78 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig14_AEA.ri.numeric77 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig14_EAnumeric75 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig14_EA.bo.numeric77 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig14_EA.ed.numeric75 unique values
0 missing
C.034numeric5 unique values
0 missing
Eig14_EA.ri.numeric76 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig15_AEA.bo.numeric77 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_AEA.dm.numeric81 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig15_AEA.ed.numeric79 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig15_AEA.ri.numeric79 unique values
0 missing
C.042numeric2 unique values
0 missing
Eig15_EAnumeric74 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig15_EA.bo.numeric78 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig15_EA.ed.numeric80 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig15_EA.ri.numeric84 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eta_alphanumeric86 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eta_alpha_Anumeric41 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
Eta_Bnumeric80 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_B_Anumeric24 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_betanumeric64 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_beta_Anumeric71 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
Eta_betaPnumeric32 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betaP_Anumeric76 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_betaSnumeric47 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
Eta_betaS_Anumeric54 unique values
0 missing
CATS2D_02_APnumeric5 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
CATS2D_06_PLnumeric7 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
89
Number of instances (rows) of the dataset.
NumberOfFeatures
457
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
456
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
5.13
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.31
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
1.14
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.41
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
6.68
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
0.49
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.95
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
89
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.13
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
1854.15
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
2.46
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
5.16
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.43
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
9.43
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
1.32
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1013.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.41
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.42
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
0.61
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
6.19
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
13.55
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.05
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.16
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
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-CHEMBL5014
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5014
0 runs - estimation_procedure: 50 times Clustering
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