Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5868

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5868

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: CHEMBL5868 (TID: 101591), and it has 17 rows and 391 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.

393 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
Eig01_EAnumeric3 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
SpMin8_Bh.s.numeric11 unique values
0 missing
Eig01_EA.ed.numeric3 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig01_EA.ri.numeric3 unique values
0 missing
Eig04_EA.ri.numeric16 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
IC2numeric17 unique values
0 missing
Eig02_AEA.dm.numeric8 unique values
0 missing
IC3numeric17 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
SIC2numeric17 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
SpMin7_Bh.e.numeric15 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
SpMin7_Bh.i.numeric14 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
SpMin7_Bh.m.numeric15 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
SpMin7_Bh.p.numeric14 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
SpMin7_Bh.s.numeric16 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
SpMin7_Bh.v.numeric14 unique values
0 missing
Eig03_AEA.dm.numeric8 unique values
0 missing
SpMin8_Bh.e.numeric14 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
SpMin8_Bh.i.numeric14 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
SpMin8_Bh.v.numeric14 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
IC4numeric16 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
GATS3enumeric17 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
GATS3snumeric16 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig04_AEA.ed.numeric14 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
TIC2numeric17 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
TIC3numeric17 unique values
0 missing
Eig04_EA.ed.numeric14 unique values
0 missing
GATS5pnumeric15 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
SssNHnumeric16 unique values
0 missing
Eig05_AEA.ed.numeric15 unique values
0 missing
SpMin1_Bh.s.numeric14 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
JGI7numeric7 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
PW4numeric13 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig06_AEA.dm.numeric14 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig06_AEA.ri.numeric15 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
ARRnumeric10 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig06_EA.ri.numeric15 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig07_AEA.bo.numeric15 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
ATS2enumeric17 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig07_EA.ed.numeric15 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
ATS3inumeric17 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATS3snumeric16 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
ATS4inumeric15 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig08_EA.ri.numeric13 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig09_AEA.ed.numeric12 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig09_EAnumeric13 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ATS5vnumeric16 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig09_EA.ed.numeric13 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig10_AEA.bo.numeric6 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig10_AEA.dm.numeric9 unique values
0 missing
ATS6snumeric16 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig10_EA.bo.numeric6 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig11_AEA.dm.numeric6 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
ATS8mnumeric15 unique values
0 missing
Eig11_EAnumeric9 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig12_EA.ed.numeric15 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Eig13_AEA.dm.numeric8 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
Eig14_AEA.dm.numeric12 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eig15_AEA.ed.numeric14 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eig15_EAnumeric16 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eta_alpha_Anumeric11 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eta_B_Anumeric11 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eta_betanumeric12 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATSC8inumeric16 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
BACnumeric11 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
BBInumeric9 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
BIC0numeric13 unique values
0 missing
BIC1numeric17 unique values
0 missing
BIC3numeric17 unique values
0 missing
BIC4numeric14 unique values
0 missing
BIC5numeric16 unique values
0 missing
BIDnumeric8 unique values
0 missing
BLInumeric15 unique values
0 missing
BLTA96numeric15 unique values
0 missing
BLTD48numeric15 unique values
0 missing
BLTF96numeric15 unique values
0 missing
C.numeric10 unique values
0 missing
C.001numeric4 unique values
0 missing
C.002numeric4 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
C.016numeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric3 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
CENTnumeric16 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CIC0numeric13 unique values
0 missing
CIC1numeric17 unique values
0 missing
CIC2numeric17 unique values
0 missing
CIC3numeric17 unique values
0 missing
CIC4numeric16 unique values
0 missing
CIC5numeric16 unique values
0 missing
CIDnumeric15 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric16 unique values
0 missing
DBInumeric11 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
DECCnumeric15 unique values
0 missing
DELSnumeric17 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric2 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Dznumeric11 unique values
0 missing
ECCnumeric15 unique values
0 missing
Eig01_AEA.bo.numeric4 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
Eig01_AEA.ed.numeric3 unique values
0 missing
Eig01_AEA.ri.numeric4 unique values
0 missing

62 properties

17
Number of instances (rows) of the dataset.
393
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.
392
Number of numeric attributes.
1
Number of nominal attributes.
-0.37
Second quartile (Median) of kurtosis among attributes of the numeric type.
23.12
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
2.93
Second quartile (Median) of means 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.
0.14
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
5.92
Mean standard deviation of attributes of the numeric type.
0.02
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0
Percentage of binary attributes.
0.34
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-2.27
Minimum kurtosis among attributes of the numeric type.
-3.92
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
17
Maximum kurtosis among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
0.92
Third quartile of kurtosis among attributes of the numeric type.
1595.29
Maximum of means among attributes of the numeric type.
The minimal number of distinct values among attributes of the nominal type.
99.75
Percentage of numeric attributes.
5.88
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-4.12
Minimum skewness among attributes of the numeric type.
0.25
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
0.73
Third quartile of skewness among attributes of the numeric type.
4.12
Maximum skewness among attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-1.09
First quartile of kurtosis among attributes of the numeric type.
0.97
Third quartile of standard deviation of attributes of the numeric type.
295.69
Maximum standard deviation of attributes of the numeric type.
Number of instances belonging to the least frequent class.
1.02
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
0.77
Mean kurtosis among attributes of the numeric type.
-0.62
First quartile of skewness among attributes of the numeric type.
17.98
Mean of means among attributes of the numeric type.
0.16
First quartile of standard deviation of attributes of the numeric type.
0.5
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among 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.

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
Define a new task