Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424

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: CHEMBL4424 (TID: 100433), and it has 11 rows and 383 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.

385 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal11 unique values
0 missing
Eig10_EA.ri.numeric2 unique values
0 missing
AACnumeric5 unique values
0 missing
Eig11_AEA.bo.numeric3 unique values
0 missing
AECCnumeric2 unique values
0 missing
Eig11_AEA.dm.numeric3 unique values
0 missing
ALOGPnumeric5 unique values
0 missing
Eig11_AEA.ed.numeric2 unique values
0 missing
ALOGP2numeric5 unique values
0 missing
Eig11_AEA.ri.numeric2 unique values
0 missing
AMRnumeric5 unique values
0 missing
Eig11_EAnumeric2 unique values
0 missing
AMWnumeric5 unique values
0 missing
Eig11_EA.bo.numeric3 unique values
0 missing
ARRnumeric2 unique values
0 missing
Eig11_EA.ed.numeric2 unique values
0 missing
ATS1enumeric5 unique values
0 missing
Eig11_EA.ri.numeric2 unique values
0 missing
ATS1inumeric5 unique values
0 missing
Eig12_AEA.bo.numeric3 unique values
0 missing
ATS1mnumeric5 unique values
0 missing
Eig12_AEA.dm.numeric3 unique values
0 missing
ATS1pnumeric5 unique values
0 missing
Eig12_AEA.ed.numeric2 unique values
0 missing
ATS1snumeric5 unique values
0 missing
Eig12_AEA.ri.numeric2 unique values
0 missing
ATS1vnumeric5 unique values
0 missing
Eig12_EAnumeric2 unique values
0 missing
ATS2enumeric5 unique values
0 missing
Eig12_EA.bo.numeric3 unique values
0 missing
ATS2inumeric5 unique values
0 missing
Eig12_EA.ed.numeric2 unique values
0 missing
ATS2mnumeric5 unique values
0 missing
Eig12_EA.ri.numeric2 unique values
0 missing
ATS2pnumeric5 unique values
0 missing
Eig13_AEA.bo.numeric3 unique values
0 missing
ATS2snumeric5 unique values
0 missing
Eig13_AEA.dm.numeric3 unique values
0 missing
ATS2vnumeric5 unique values
0 missing
Eig13_AEA.ed.numeric2 unique values
0 missing
ATS3enumeric5 unique values
0 missing
Eig13_AEA.ri.numeric2 unique values
0 missing
ATS3inumeric5 unique values
0 missing
Eig13_EAnumeric2 unique values
0 missing
ATS3mnumeric5 unique values
0 missing
Eig13_EA.bo.numeric3 unique values
0 missing
ATS3pnumeric5 unique values
0 missing
Eig13_EA.ed.numeric2 unique values
0 missing
ATS3snumeric5 unique values
0 missing
Eig13_EA.ri.numeric2 unique values
0 missing
ATS3vnumeric5 unique values
0 missing
Eig14_AEA.bo.numeric3 unique values
0 missing
ATS4enumeric5 unique values
0 missing
Eig14_AEA.dm.numeric3 unique values
0 missing
ATS4inumeric5 unique values
0 missing
Eig14_AEA.ed.numeric2 unique values
0 missing
ATS4mnumeric5 unique values
0 missing
Eig14_AEA.ri.numeric2 unique values
0 missing
ATS4pnumeric5 unique values
0 missing
Eig14_EAnumeric2 unique values
0 missing
ATS4snumeric5 unique values
0 missing
Eig14_EA.bo.numeric3 unique values
0 missing
ATS4vnumeric5 unique values
0 missing
Eig14_EA.ed.numeric2 unique values
0 missing
ATS5enumeric5 unique values
0 missing
Eig14_EA.ri.numeric2 unique values
0 missing
ATS5inumeric5 unique values
0 missing
Eig15_AEA.bo.numeric3 unique values
0 missing
ATS5mnumeric5 unique values
0 missing
Eig15_AEA.dm.numeric3 unique values
0 missing
ATS5pnumeric5 unique values
0 missing
Eig15_AEA.ed.numeric2 unique values
0 missing
ATS5snumeric5 unique values
0 missing
Eig15_AEA.ri.numeric2 unique values
0 missing
ATS5vnumeric5 unique values
0 missing
Eig15_EAnumeric2 unique values
0 missing
ATS6enumeric5 unique values
0 missing
Eig15_EA.bo.numeric3 unique values
0 missing
ATS6inumeric5 unique values
0 missing
Eig15_EA.ed.numeric2 unique values
0 missing
ATS6mnumeric5 unique values
0 missing
Eig15_EA.ri.numeric2 unique values
0 missing
ATS6pnumeric5 unique values
0 missing
Eta_alphanumeric4 unique values
0 missing
ATS6snumeric5 unique values
0 missing
Eta_alpha_Anumeric3 unique values
0 missing
ATS6vnumeric5 unique values
0 missing
Eta_Bnumeric2 unique values
0 missing
ATS7enumeric5 unique values
0 missing
Eta_B_Anumeric2 unique values
0 missing
ATS7inumeric5 unique values
0 missing
Eta_betanumeric3 unique values
0 missing
ATS7mnumeric5 unique values
0 missing
Eta_beta_Anumeric3 unique values
0 missing
ATS7pnumeric5 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
ATS7snumeric5 unique values
0 missing
Eta_betaP_Anumeric3 unique values
0 missing
ATS7vnumeric5 unique values
0 missing
Eta_betaSnumeric2 unique values
0 missing
ATS8enumeric5 unique values
0 missing
Eta_betaS_Anumeric2 unique values
0 missing
ATS8inumeric5 unique values
0 missing
Eta_Cnumeric5 unique values
0 missing
ATS8mnumeric5 unique values
0 missing
Eta_C_Anumeric5 unique values
0 missing
ATS8pnumeric5 unique values
0 missing
Eta_epsinumeric5 unique values
0 missing
ATS8snumeric5 unique values
0 missing
Eta_epsi_Anumeric4 unique values
0 missing
ATS8vnumeric5 unique values
0 missing
Eta_Fnumeric5 unique values
0 missing
ATSC1enumeric4 unique values
0 missing
Eta_F_Anumeric5 unique values
0 missing
ATSC1inumeric5 unique values
0 missing
Eta_FLnumeric5 unique values
0 missing
ATSC1mnumeric5 unique values
0 missing
Eta_FL_Anumeric5 unique values
0 missing
ATSC1pnumeric5 unique values
0 missing
Eta_Lnumeric5 unique values
0 missing
ATSC1snumeric5 unique values
0 missing
Eta_L_Anumeric5 unique values
0 missing
ATSC1vnumeric5 unique values
0 missing
Eta_sh_pnumeric4 unique values
0 missing
ATSC2enumeric5 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
ATSC2inumeric5 unique values
0 missing
Eta_sh_ynumeric4 unique values
0 missing
ATSC2mnumeric5 unique values
0 missing
GATS1enumeric5 unique values
0 missing
ATSC2pnumeric5 unique values
0 missing
GATS1inumeric5 unique values
0 missing
ATSC2snumeric5 unique values
0 missing
GATS1mnumeric4 unique values
0 missing
ATSC2vnumeric5 unique values
0 missing
GATS1pnumeric5 unique values
0 missing
ATSC3enumeric5 unique values
0 missing
GATS1snumeric5 unique values
0 missing
ATSC3inumeric5 unique values
0 missing
GATS1vnumeric5 unique values
0 missing
ATSC3mnumeric5 unique values
0 missing
GATS2enumeric5 unique values
0 missing
ATSC3pnumeric5 unique values
0 missing
GATS2inumeric5 unique values
0 missing
ATSC3snumeric5 unique values
0 missing
GATS2mnumeric5 unique values
0 missing
ATSC3vnumeric5 unique values
0 missing
GATS2pnumeric5 unique values
0 missing
ATSC4enumeric5 unique values
0 missing
GATS2snumeric4 unique values
0 missing
ATSC4inumeric5 unique values
0 missing
GATS2vnumeric5 unique values
0 missing
ATSC4mnumeric5 unique values
0 missing
GATS3enumeric5 unique values
0 missing
ATSC4pnumeric5 unique values
0 missing
GATS3inumeric5 unique values
0 missing
ATSC4snumeric5 unique values
0 missing
GATS3mnumeric5 unique values
0 missing
ATSC4vnumeric5 unique values
0 missing
GATS3pnumeric5 unique values
0 missing
ATSC5enumeric5 unique values
0 missing
GATS3snumeric5 unique values
0 missing
ATSC5inumeric5 unique values
0 missing
GATS3vnumeric5 unique values
0 missing
ATSC5mnumeric5 unique values
0 missing
GATS4enumeric5 unique values
0 missing
ATSC5pnumeric5 unique values
0 missing
GATS4inumeric5 unique values
0 missing
ATSC5snumeric5 unique values
0 missing
GATS4mnumeric5 unique values
0 missing
ATSC5vnumeric5 unique values
0 missing
GATS4pnumeric5 unique values
0 missing
ATSC6enumeric5 unique values
0 missing
GATS4snumeric5 unique values
0 missing
ATSC6inumeric5 unique values
0 missing
GATS4vnumeric5 unique values
0 missing
ATSC6mnumeric5 unique values
0 missing
GATS5enumeric5 unique values
0 missing
ATSC6pnumeric5 unique values
0 missing
GATS5inumeric4 unique values
0 missing
ATSC6snumeric5 unique values
0 missing
GATS5mnumeric3 unique values
0 missing
ATSC6vnumeric5 unique values
0 missing
GATS5pnumeric5 unique values
0 missing
ATSC7enumeric5 unique values
0 missing
GATS5snumeric5 unique values
0 missing
ATSC7inumeric5 unique values
0 missing
GATS5vnumeric5 unique values
0 missing
ATSC7mnumeric5 unique values
0 missing
GATS6enumeric5 unique values
0 missing
ATSC7pnumeric5 unique values
0 missing
GATS6inumeric5 unique values
0 missing
ATSC7snumeric5 unique values
0 missing
GATS6mnumeric5 unique values
0 missing
ATSC7vnumeric5 unique values
0 missing
GATS6pnumeric5 unique values
0 missing
ATSC8enumeric5 unique values
0 missing
GATS6snumeric5 unique values
0 missing
ATSC8inumeric5 unique values
0 missing
GATS6vnumeric5 unique values
0 missing
ATSC8mnumeric5 unique values
0 missing
GATS7enumeric4 unique values
0 missing
ATSC8pnumeric5 unique values
0 missing
GATS7inumeric5 unique values
0 missing
ATSC8snumeric5 unique values
0 missing
GATS7mnumeric5 unique values
0 missing
ATSC8vnumeric5 unique values
0 missing
GATS7pnumeric5 unique values
0 missing
BACnumeric2 unique values
0 missing
GATS7snumeric5 unique values
0 missing
BBInumeric2 unique values
0 missing
GATS7vnumeric5 unique values
0 missing
BIC0numeric5 unique values
0 missing
GATS8enumeric5 unique values
0 missing
BIC1numeric3 unique values
0 missing
GATS8inumeric5 unique values
0 missing
BIC2numeric3 unique values
0 missing
GATS8mnumeric5 unique values
0 missing
BIC3numeric3 unique values
0 missing
GATS8pnumeric5 unique values
0 missing
BIC4numeric3 unique values
0 missing
GATS8snumeric5 unique values
0 missing
BIC5numeric3 unique values
0 missing
GATS8vnumeric5 unique values
0 missing
BIDnumeric2 unique values
0 missing
GGI1numeric2 unique values
0 missing
BLInumeric5 unique values
0 missing
GGI10numeric2 unique values
0 missing
BLTA96numeric5 unique values
0 missing
GGI2numeric2 unique values
0 missing
BLTD48numeric5 unique values
0 missing
GGI3numeric2 unique values
0 missing
BLTF96numeric5 unique values
0 missing
GGI4numeric2 unique values
0 missing
C.numeric3 unique values
0 missing
GGI5numeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
GGI6numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
GGI7numeric2 unique values
0 missing
C.024numeric2 unique values
0 missing
GGI8numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
GGI9numeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GMTInumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GMTIVnumeric3 unique values
0 missing
CATS2D_01_LLnumeric2 unique values
0 missing
GNarnumeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
H.numeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
H.046numeric3 unique values
0 missing
CATS2D_02_LLnumeric2 unique values
0 missing
H.047numeric3 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_07_ALnumeric2 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CENTnumeric2 unique values
0 missing
Chi0_AEA.bo.numeric2 unique values
0 missing
Chi0_AEA.dm.numeric2 unique values
0 missing
Chi0_AEA.ed.numeric2 unique values
0 missing
Chi0_AEA.ri.numeric2 unique values
0 missing
Chi0_EAnumeric2 unique values
0 missing
Chi0_EA.bo.numeric3 unique values
0 missing
Chi0_EA.dm.numeric3 unique values
0 missing
Chi0_EA.ed.numeric2 unique values
0 missing
Chi0_EA.ri.numeric2 unique values
0 missing
Chi1_AEA.bo.numeric2 unique values
0 missing
Chi1_AEA.dm.numeric2 unique values
0 missing
Chi1_AEA.ed.numeric2 unique values
0 missing
Chi1_AEA.ri.numeric2 unique values
0 missing
Chi1_EAnumeric2 unique values
0 missing
Chi1_EA.bo.numeric3 unique values
0 missing
Chi1_EA.dm.numeric3 unique values
0 missing
Chi1_EA.ed.numeric2 unique values
0 missing
Chi1_EA.ri.numeric2 unique values
0 missing
CIC0numeric5 unique values
0 missing
CIC1numeric3 unique values
0 missing
CIC2numeric3 unique values
0 missing
CIC3numeric3 unique values
0 missing
CIC4numeric3 unique values
0 missing
CIC5numeric3 unique values
0 missing
CIDnumeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric2 unique values
0 missing
DBInumeric2 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
D.Dtr06numeric2 unique values
0 missing
DECCnumeric2 unique values
0 missing
DELSnumeric5 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Dznumeric4 unique values
0 missing
ECCnumeric2 unique values
0 missing
Eig02_AEA.bo.numeric2 unique values
0 missing
Eig02_EA.bo.numeric2 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
Eig02_EA.ri.numeric2 unique values
0 missing
Eig03_AEA.bo.numeric3 unique values
0 missing
Eig03_AEA.dm.numeric3 unique values
0 missing
Eig03_AEA.ed.numeric2 unique values
0 missing
Eig03_AEA.ri.numeric2 unique values
0 missing
Eig03_EAnumeric2 unique values
0 missing
Eig03_EA.bo.numeric3 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
Eig03_EA.ed.numeric2 unique values
0 missing
Eig03_EA.ri.numeric2 unique values
0 missing
Eig04_AEA.bo.numeric3 unique values
0 missing
Eig04_AEA.dm.numeric3 unique values
0 missing
Eig04_AEA.ed.numeric2 unique values
0 missing
Eig04_AEA.ri.numeric2 unique values
0 missing
Eig04_EAnumeric2 unique values
0 missing
Eig04_EA.bo.numeric3 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
Eig04_EA.ed.numeric2 unique values
0 missing
Eig04_EA.ri.numeric2 unique values
0 missing
Eig05_AEA.bo.numeric3 unique values
0 missing
Eig05_AEA.dm.numeric3 unique values
0 missing
Eig05_AEA.ed.numeric2 unique values
0 missing
Eig05_AEA.ri.numeric2 unique values
0 missing
Eig05_EAnumeric2 unique values
0 missing
Eig05_EA.bo.numeric3 unique values
0 missing
Eig05_EA.ed.numeric2 unique values
0 missing
Eig05_EA.ri.numeric2 unique values
0 missing
Eig06_AEA.bo.numeric3 unique values
0 missing
Eig06_AEA.dm.numeric3 unique values
0 missing
Eig06_AEA.ed.numeric2 unique values
0 missing
Eig06_AEA.ri.numeric2 unique values
0 missing
Eig06_EAnumeric2 unique values
0 missing
Eig06_EA.bo.numeric3 unique values
0 missing
Eig06_EA.ed.numeric2 unique values
0 missing
Eig06_EA.ri.numeric2 unique values
0 missing
Eig07_AEA.bo.numeric3 unique values
0 missing
Eig07_AEA.dm.numeric3 unique values
0 missing
Eig07_AEA.ed.numeric2 unique values
0 missing
Eig07_AEA.ri.numeric2 unique values
0 missing
Eig07_EAnumeric2 unique values
0 missing
Eig07_EA.bo.numeric3 unique values
0 missing
Eig07_EA.ed.numeric2 unique values
0 missing
Eig07_EA.ri.numeric2 unique values
0 missing
Eig08_AEA.bo.numeric3 unique values
0 missing
Eig08_AEA.dm.numeric3 unique values
0 missing
Eig08_AEA.ed.numeric2 unique values
0 missing
Eig08_AEA.ri.numeric2 unique values
0 missing
Eig08_EAnumeric2 unique values
0 missing
Eig08_EA.bo.numeric3 unique values
0 missing
Eig08_EA.ed.numeric2 unique values
0 missing
Eig08_EA.ri.numeric2 unique values
0 missing
Eig09_AEA.bo.numeric3 unique values
0 missing
Eig09_AEA.dm.numeric3 unique values
0 missing
Eig09_AEA.ed.numeric2 unique values
0 missing
Eig09_AEA.ri.numeric2 unique values
0 missing
Eig09_EAnumeric2 unique values
0 missing
Eig09_EA.bo.numeric3 unique values
0 missing
Eig09_EA.ed.numeric2 unique values
0 missing
Eig09_EA.ri.numeric2 unique values
0 missing
Eig10_AEA.bo.numeric3 unique values
0 missing
Eig10_AEA.dm.numeric3 unique values
0 missing
Eig10_AEA.ed.numeric2 unique values
0 missing
Eig10_AEA.ri.numeric2 unique values
0 missing
Eig10_EAnumeric2 unique values
0 missing
Eig10_EA.bo.numeric3 unique values
0 missing
Eig10_EA.ed.numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
11
Number of instances (rows) of the dataset.
NumberOfFeatures
385
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
384
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
PercentageOfNumericFeatures
99.74
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.57
Third quartile of means 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.
PercentageOfSymbolicFeatures
0.26
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.32
Minimum skewness among attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.92
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
3.32
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1KurtosisOfNumericAtts
0.19
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.52
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
4126.56
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.83
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
1.53
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.24
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
128.14
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.05
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.51
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Quartile2KurtosisOfNumericAtts
1.71
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
35
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
2.02
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.96
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
16.42
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
1.37
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.11
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
11
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.67
Minimum of means among attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.04
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
30101.73
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
1 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4424
0 runs - estimation_procedure: 50 times Clustering
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