Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4756

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4756

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4756 (TID: 100277), and it has 17 rows and 392 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.

394 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
GATS2snumeric16 unique values
0 missing
cRo5numeric2 unique values
0 missing
JGI4numeric9 unique values
0 missing
CSInumeric17 unique values
0 missing
MATS2inumeric16 unique values
0 missing
DBInumeric14 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
BIC4numeric14 unique values
0 missing
D.Dtr09numeric7 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
D.Dtr10numeric17 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
DECCnumeric17 unique values
0 missing
BIC5numeric13 unique values
0 missing
DELSnumeric17 unique values
0 missing
CIC4numeric16 unique values
0 missing
DLS_01numeric3 unique values
0 missing
CIC5numeric16 unique values
0 missing
DLS_02numeric4 unique values
0 missing
PW3numeric14 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SIC4numeric15 unique values
0 missing
DLS_04numeric6 unique values
0 missing
SIC5numeric15 unique values
0 missing
DLS_05numeric3 unique values
0 missing
BIC3numeric17 unique values
0 missing
DLS_06numeric4 unique values
0 missing
MATS5enumeric17 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
SaaaCnumeric7 unique values
0 missing
Dznumeric16 unique values
0 missing
SaaNHnumeric8 unique values
0 missing
ECCnumeric17 unique values
0 missing
GATS3mnumeric15 unique values
0 missing
Eig01_AEA.bo.numeric3 unique values
0 missing
IC1numeric16 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
GATS8inumeric16 unique values
0 missing
Eig01_AEA.ed.numeric4 unique values
0 missing
MATS4enumeric15 unique values
0 missing
Eig01_AEA.ri.numeric5 unique values
0 missing
SpMAD_AEA.bo.numeric14 unique values
0 missing
Eig01_EAnumeric3 unique values
0 missing
SpMAD_AEA.ri.numeric13 unique values
0 missing
Eig01_EA.bo.numeric2 unique values
0 missing
SpMAD_EA.ri.numeric13 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eig02_AEA.bo.numeric13 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
GATS6pnumeric16 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
GATS6vnumeric16 unique values
0 missing
Eig02_EAnumeric14 unique values
0 missing
MATS6pnumeric17 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MATS1snumeric14 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
MATS2snumeric16 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig03_AEA.dm.numeric8 unique values
0 missing
SpMAD_EAnumeric13 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
ATS1enumeric16 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig04_EA.bo.numeric15 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig05_AEA.dm.numeric8 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig06_AEA.bo.numeric14 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig06_AEA.dm.numeric9 unique values
0 missing
ATS4pnumeric16 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig06_AEA.ri.numeric13 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eig06_EA.bo.numeric14 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig06_EA.ri.numeric12 unique values
0 missing
ATS5snumeric16 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric11 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig07_EAnumeric13 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eig08_AEA.ed.numeric13 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eig08_AEA.ri.numeric11 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS8enumeric17 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATS8mnumeric16 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATSC2inumeric15 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig10_AEA.dm.numeric16 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
ATSC2snumeric16 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
Eig10_EA.bo.numeric14 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
ATSC4mnumeric16 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
Eig11_EA.bo.numeric12 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
ATSC4vnumeric16 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig12_AEA.ri.numeric15 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eig12_EA.bo.numeric15 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eig12_EA.ed.numeric15 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
Eig14_AEA.ed.numeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BACnumeric10 unique values
0 missing
BBInumeric13 unique values
0 missing
BIC0numeric16 unique values
0 missing
BIC1numeric16 unique values
0 missing
BIC2numeric17 unique values
0 missing
BIDnumeric12 unique values
0 missing
BLInumeric16 unique values
0 missing
C.numeric15 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric4 unique values
0 missing
C.026numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
C.040numeric4 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric6 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_LLnumeric5 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric17 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Chi0_EA.ri.numeric16 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.numeric16 unique values
0 missing
CIC0numeric16 unique values
0 missing
CIC1numeric16 unique values
0 missing
CIC2numeric17 unique values
0 missing
CIC3numeric17 unique values
0 missing
CIDnumeric16 unique values
0 missing

62 properties

17
Number of instances (rows) of the dataset.
394
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.
393
Number of numeric attributes.
1
Number of nominal attributes.
7.13
Mean standard deviation of 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.
Minimal entropy among attributes.
-0.52
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
-2.27
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-1.16
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.
2.36
Third quartile of kurtosis among attributes of the numeric type.
2619
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.
4.94
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-3.93
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.
0.25
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.
-0.29
First quartile of kurtosis among attributes of the numeric type.
1.07
Third quartile of standard deviation of attributes of the numeric type.
1214.22
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
1.09
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
1.75
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.
20.34
Mean of means among attributes of the numeric type.
-1.25
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.22
First quartile of standard deviation of attributes of the numeric type.
0.58
Average class difference between consecutive instances.
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.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
0.77
Second quartile (Median) of kurtosis among attributes of the numeric type.
23.18
Number of attributes divided by the number of instances.
-0.42
Mean skewness among attributes of the numeric type.
2.87
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.

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