Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3102

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3102

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: CHEMBL3102 (TID: 11189), and it has 32 rows and 438 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.

440 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
Eig01_EAnumeric19 unique values
0 missing
GATS8snumeric31 unique values
0 missing
Eig01_EA.bo.numeric18 unique values
0 missing
SpMin2_Bh.e.numeric19 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
SM11_EA.ri.numeric32 unique values
0 missing
Eig01_EA.ed.numeric19 unique values
0 missing
SM12_EA.ri.numeric31 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
SM13_EA.ri.numeric32 unique values
0 missing
Eig02_AEA.dm.numeric32 unique values
0 missing
SM14_EA.ri.numeric32 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
SM15_EA.ri.numeric31 unique values
0 missing
Eig02_AEA.ri.numeric30 unique values
0 missing
SpMin2_Bh.i.numeric17 unique values
0 missing
Eig02_EAnumeric19 unique values
0 missing
SpMin2_Bh.s.numeric22 unique values
0 missing
Eig02_EA.bo.numeric19 unique values
0 missing
SM09_EA.ri.numeric31 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
SM10_EA.ri.numeric31 unique values
0 missing
Eig02_EA.ed.numeric19 unique values
0 missing
GATS8enumeric31 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
Eig03_AEA.dm.numeric26 unique values
0 missing
Eig12_AEA.ri.numeric32 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
SpMin3_Bh.s.numeric22 unique values
0 missing
Eig03_AEA.ri.numeric31 unique values
0 missing
GGI5numeric14 unique values
0 missing
Eig03_EAnumeric19 unique values
0 missing
SM04_EA.ri.numeric29 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
GATS3enumeric29 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
Eig02_EA.ri.numeric32 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
MATS7mnumeric30 unique values
0 missing
Eig03_EA.ri.numeric31 unique values
0 missing
MATS3snumeric30 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
GATS3snumeric32 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
SpMax6_Bh.e.numeric23 unique values
0 missing
Eig04_AEA.ri.numeric27 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
SpMin4_Bh.m.numeric27 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
SpMin4_Bh.s.numeric25 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
SpMin2_Bh.m.numeric26 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
SpMin3_Bh.m.numeric26 unique values
0 missing
Eig04_EA.ri.numeric27 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
SpMax2_Bh.s.numeric24 unique values
0 missing
Eig05_AEA.dm.numeric30 unique values
0 missing
SpMax4_Bh.s.numeric22 unique values
0 missing
Eig05_AEA.ed.numeric19 unique values
0 missing
SpMax3_Bh.s.numeric28 unique values
0 missing
Eig05_AEA.ri.numeric21 unique values
0 missing
Eig14_AEA.ri.numeric18 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
ATS3snumeric32 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
SM03_EA.ri.numeric16 unique values
0 missing
Eig05_EA.ri.numeric23 unique values
0 missing
Eig01_EA.ri.numeric28 unique values
0 missing
Eig06_AEA.bo.numeric11 unique values
0 missing
SpDiam_EA.ri.numeric28 unique values
0 missing
Eig06_AEA.dm.numeric23 unique values
0 missing
SpMax_EA.ri.numeric28 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
ATS3enumeric28 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
Eig06_EAnumeric14 unique values
0 missing
MATS3inumeric25 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
SM05_EA.ri.numeric29 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
Eig14_EA.ri.numeric26 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig07_AEA.ed.numeric19 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
AMWnumeric24 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig07_EA.ed.numeric19 unique values
0 missing
ATS1enumeric25 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
ATS1inumeric24 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
ATS1mnumeric24 unique values
0 missing
Eig08_AEA.dm.numeric29 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
ATS1snumeric26 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
ATS2enumeric24 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
ATS2inumeric24 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
ATS2mnumeric25 unique values
0 missing
Eig08_EA.ri.numeric29 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig09_AEA.dm.numeric28 unique values
0 missing
ATS2vnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATS3inumeric26 unique values
0 missing
Eig09_AEA.ri.numeric26 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
Eig09_EA.ed.numeric19 unique values
0 missing
ATS4enumeric29 unique values
0 missing
Eig09_EA.ri.numeric31 unique values
0 missing
ATS4inumeric28 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
Eig10_AEA.dm.numeric28 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
ATS4vnumeric28 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
ATS5inumeric30 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATS5snumeric32 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig11_AEA.ri.numeric30 unique values
0 missing
ATS6inumeric31 unique values
0 missing
Eig11_EAnumeric16 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig11_EA.ed.numeric19 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig11_EA.ri.numeric29 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig12_AEA.dm.numeric30 unique values
0 missing
ATS7inumeric29 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig12_EA.ed.numeric18 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig12_EA.ri.numeric29 unique values
0 missing
ATS8enumeric26 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
ATS8inumeric27 unique values
0 missing
Eig13_AEA.dm.numeric25 unique values
0 missing
ATS8mnumeric27 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ATS8pnumeric27 unique values
0 missing
Eig13_AEA.ri.numeric26 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig13_EAnumeric17 unique values
0 missing
ATS8vnumeric26 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
ATSC1inumeric24 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC1mnumeric25 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
Eig13_EA.ri.numeric29 unique values
0 missing
ATSC1snumeric27 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
ATSC1vnumeric25 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
ATSC2inumeric23 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
Eig15_AEA.ed.numeric17 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
ATSC3pnumeric28 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eig15_EA.ed.numeric18 unique values
0 missing
ATSC4enumeric30 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
Eta_alphanumeric24 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Eta_alpha_Anumeric20 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
ATSC4vnumeric30 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
ATSC5enumeric32 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
Eta_beta_Anumeric15 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eta_Cnumeric32 unique values
0 missing
ATSC6inumeric30 unique values
0 missing
Eta_C_Anumeric31 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eta_epsinumeric24 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
Eta_Fnumeric32 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eta_FLnumeric29 unique values
0 missing
ATSC7inumeric28 unique values
0 missing
Eta_FL_Anumeric24 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eta_Lnumeric28 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eta_L_Anumeric18 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
Eta_sh_pnumeric24 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
F.084numeric4 unique values
0 missing
ATSC8inumeric30 unique values
0 missing
GATS1enumeric24 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
GATS1inumeric22 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
GATS1pnumeric24 unique values
0 missing
BACnumeric11 unique values
0 missing
GATS1snumeric25 unique values
0 missing
BBInumeric10 unique values
0 missing
GATS1vnumeric25 unique values
0 missing
BIC0numeric17 unique values
0 missing
GATS2enumeric24 unique values
0 missing
BIC1numeric17 unique values
0 missing
GATS2inumeric25 unique values
0 missing
BIC2numeric15 unique values
0 missing
GATS2mnumeric25 unique values
0 missing
BIC3numeric16 unique values
0 missing
GATS2pnumeric24 unique values
0 missing
BIC4numeric13 unique values
0 missing
GATS2snumeric30 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS2vnumeric23 unique values
0 missing
BIDnumeric12 unique values
0 missing
GATS3inumeric28 unique values
0 missing
BLInumeric27 unique values
0 missing
GATS3mnumeric28 unique values
0 missing
BLTA96numeric18 unique values
0 missing
GATS3pnumeric25 unique values
0 missing
BLTD48numeric18 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
BLTF96numeric18 unique values
0 missing
GATS4enumeric31 unique values
0 missing
Br.094numeric2 unique values
0 missing
GATS4inumeric28 unique values
0 missing
C.numeric7 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS4pnumeric29 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS4snumeric32 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
C.006numeric2 unique values
0 missing
GATS5enumeric30 unique values
0 missing
C.016numeric2 unique values
0 missing
GATS5inumeric30 unique values
0 missing
C.024numeric6 unique values
0 missing
GATS5mnumeric32 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
C.026numeric6 unique values
0 missing
GATS5snumeric32 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS6enumeric30 unique values
0 missing
C.039numeric2 unique values
0 missing
GATS6inumeric29 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS6mnumeric31 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS6pnumeric30 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
GATS6snumeric31 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS7enumeric30 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS7inumeric31 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
GATS7mnumeric31 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS7pnumeric31 unique values
0 missing
CATS2D_03_ALnumeric9 unique values
0 missing
GATS7snumeric30 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS7vnumeric31 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
GATS8inumeric31 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS8mnumeric31 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
GATS8pnumeric31 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS8vnumeric30 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CENTnumeric16 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
Chi0_EA.dm.numeric29 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
CIC0numeric17 unique values
0 missing
CIC1numeric18 unique values
0 missing
CIC2numeric19 unique values
0 missing
CIC3numeric16 unique values
0 missing
CIC4numeric13 unique values
0 missing
CIC5numeric13 unique values
0 missing
CIDnumeric11 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CSInumeric16 unique values
0 missing
DBInumeric11 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
DECCnumeric17 unique values
0 missing
DELSnumeric32 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
Dznumeric22 unique values
0 missing
ECCnumeric16 unique values
0 missing
Eig01_AEA.bo.numeric19 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
Eig01_AEA.ed.numeric17 unique values
0 missing
Eig01_AEA.ri.numeric30 unique values
0 missing

62 properties

32
Number of instances (rows) of the dataset.
440
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.
439
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.
13.75
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
4.32
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.
1.5
Mean skewness among attributes of the numeric type.
1.21
Second quartile (Median) of means among attributes of the numeric type.
Percentage of instances belonging to the most frequent class.
1.94
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.
1.55
Second quartile (Median) of skewness among attributes of the numeric type.
Maximum entropy among attributes.
-1.97
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.
32
Maximum kurtosis among attributes of the numeric type.
-5.04
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
256.31
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.
9.06
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.
99.77
Percentage of numeric attributes.
3.73
Third quartile of means among attributes of the numeric type.
The maximum number of distinct values among attributes of the nominal type.
-5.66
Minimum skewness among attributes of the numeric type.
0.23
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
5.66
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
2.54
Third quartile of skewness among attributes of the numeric type.
166.45
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
1.16
First quartile of kurtosis among attributes of the numeric type.
0.74
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.
0.35
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
5.88
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.
4.77
Mean of means among attributes of the numeric type.
0.54
First quartile of skewness among attributes of the numeric type.
0.29
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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