Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297

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: CHEMBL1293297 (TID: 103730), and it has 69 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)numeric69 unique values
0 missing
molecule_id (row identifier)nominal69 unique values
0 missing
Chi0_EA.bo.numeric66 unique values
0 missing
AACnumeric63 unique values
0 missing
Chi0_EA.dm.numeric67 unique values
0 missing
AECCnumeric66 unique values
0 missing
Chi0_EA.ed.numeric68 unique values
0 missing
ALOGPnumeric67 unique values
0 missing
Chi0_EA.ri.numeric68 unique values
0 missing
ALOGP2numeric67 unique values
0 missing
Chi1_AEA.bo.numeric67 unique values
0 missing
AMRnumeric67 unique values
0 missing
Chi1_AEA.dm.numeric67 unique values
0 missing
AMWnumeric66 unique values
0 missing
Chi1_AEA.ed.numeric67 unique values
0 missing
ARRnumeric46 unique values
0 missing
Chi1_AEA.ri.numeric67 unique values
0 missing
ATS1enumeric62 unique values
0 missing
Chi1_EAnumeric67 unique values
0 missing
ATS1inumeric62 unique values
0 missing
Chi1_EA.bo.numeric68 unique values
0 missing
ATS1mnumeric58 unique values
0 missing
Chi1_EA.dm.numeric67 unique values
0 missing
ATS1pnumeric64 unique values
0 missing
Chi1_EA.ed.numeric67 unique values
0 missing
ATS1snumeric65 unique values
0 missing
Chi1_EA.ri.numeric68 unique values
0 missing
ATS1vnumeric67 unique values
0 missing
CIC0numeric64 unique values
0 missing
ATS2enumeric67 unique values
0 missing
CIC1numeric65 unique values
0 missing
ATS2inumeric66 unique values
0 missing
CIC2numeric65 unique values
0 missing
ATS2mnumeric66 unique values
0 missing
CIC3numeric62 unique values
0 missing
ATS2pnumeric65 unique values
0 missing
CIC4numeric59 unique values
0 missing
ATS2snumeric66 unique values
0 missing
CIC5numeric57 unique values
0 missing
ATS2vnumeric66 unique values
0 missing
CIDnumeric64 unique values
0 missing
ATS3enumeric68 unique values
0 missing
Cl.086numeric2 unique values
0 missing
ATS3inumeric65 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS3mnumeric65 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS3pnumeric67 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS3snumeric64 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS3vnumeric66 unique values
0 missing
CSInumeric63 unique values
0 missing
ATS4enumeric68 unique values
0 missing
DBInumeric28 unique values
0 missing
ATS4inumeric65 unique values
0 missing
D.Dtr05numeric50 unique values
0 missing
ATS4mnumeric62 unique values
0 missing
D.Dtr06numeric61 unique values
0 missing
ATS4pnumeric67 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
ATS4snumeric65 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ATS4vnumeric65 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
ATS5enumeric65 unique values
0 missing
D.Dtr10numeric10 unique values
0 missing
ATS5inumeric66 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
ATS5mnumeric66 unique values
0 missing
D.Dtr12numeric4 unique values
0 missing
ATS5pnumeric67 unique values
0 missing
DECCnumeric64 unique values
0 missing
ATS5snumeric66 unique values
0 missing
DELSnumeric68 unique values
0 missing
ATS5vnumeric67 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS6enumeric68 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS6inumeric68 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS6mnumeric67 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS6pnumeric67 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ATS6snumeric64 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS6vnumeric67 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS7enumeric65 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS7inumeric66 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
ATS7mnumeric66 unique values
0 missing
Dznumeric58 unique values
0 missing
ATS7pnumeric67 unique values
0 missing
ECCnumeric62 unique values
0 missing
ATS7snumeric65 unique values
0 missing
Eig01_AEA.bo.numeric64 unique values
0 missing
ATS7vnumeric67 unique values
0 missing
Eig01_AEA.dm.numeric57 unique values
0 missing
ATS8enumeric65 unique values
0 missing
Eig01_AEA.ed.numeric62 unique values
0 missing
ATS8inumeric64 unique values
0 missing
Eig01_AEA.ri.numeric66 unique values
0 missing
ATS8mnumeric66 unique values
0 missing
Eig01_EAnumeric64 unique values
0 missing
ATS8pnumeric67 unique values
0 missing
Eig01_EA.bo.numeric62 unique values
0 missing
ATS8snumeric66 unique values
0 missing
Eig01_EA.dm.numeric33 unique values
0 missing
ATS8vnumeric68 unique values
0 missing
Eig01_EA.ed.numeric66 unique values
0 missing
ATSC1enumeric62 unique values
0 missing
Eig01_EA.ri.numeric68 unique values
0 missing
ATSC1inumeric60 unique values
0 missing
Eig02_AEA.bo.numeric64 unique values
0 missing
ATSC1mnumeric67 unique values
0 missing
Eig02_AEA.dm.numeric60 unique values
0 missing
ATSC1pnumeric67 unique values
0 missing
Eig02_AEA.ed.numeric66 unique values
0 missing
ATSC1snumeric68 unique values
0 missing
Eig02_AEA.ri.numeric65 unique values
0 missing
ATSC1vnumeric67 unique values
0 missing
Eig02_EAnumeric62 unique values
0 missing
ATSC2enumeric63 unique values
0 missing
Eig02_EA.bo.numeric65 unique values
0 missing
ATSC2inumeric65 unique values
0 missing
Eig02_EA.dm.numeric31 unique values
0 missing
ATSC2mnumeric67 unique values
0 missing
Eig02_EA.ed.numeric65 unique values
0 missing
ATSC2pnumeric66 unique values
0 missing
Eig02_EA.ri.numeric68 unique values
0 missing
ATSC2snumeric68 unique values
0 missing
Eig03_AEA.bo.numeric63 unique values
0 missing
ATSC2vnumeric67 unique values
0 missing
Eig03_AEA.dm.numeric63 unique values
0 missing
ATSC3enumeric66 unique values
0 missing
Eig03_AEA.ed.numeric66 unique values
0 missing
ATSC3inumeric65 unique values
0 missing
Eig03_AEA.ri.numeric66 unique values
0 missing
ATSC3mnumeric68 unique values
0 missing
Eig03_EAnumeric62 unique values
0 missing
ATSC3pnumeric68 unique values
0 missing
Eig03_EA.bo.numeric65 unique values
0 missing
ATSC3snumeric68 unique values
0 missing
Eig03_EA.dm.numeric27 unique values
0 missing
ATSC3vnumeric68 unique values
0 missing
Eig03_EA.ed.numeric68 unique values
0 missing
ATSC4enumeric65 unique values
0 missing
Eig03_EA.ri.numeric63 unique values
0 missing
ATSC4inumeric65 unique values
0 missing
Eig04_AEA.bo.numeric66 unique values
0 missing
ATSC4mnumeric68 unique values
0 missing
Eig04_AEA.dm.numeric67 unique values
0 missing
ATSC4pnumeric68 unique values
0 missing
Eig04_AEA.ed.numeric63 unique values
0 missing
ATSC4snumeric68 unique values
0 missing
Eig04_AEA.ri.numeric68 unique values
0 missing
ATSC4vnumeric68 unique values
0 missing
Eig04_EAnumeric67 unique values
0 missing
ATSC5enumeric67 unique values
0 missing
Eig04_EA.bo.numeric66 unique values
0 missing
ATSC5inumeric67 unique values
0 missing
Eig04_EA.dm.numeric23 unique values
0 missing
ATSC5mnumeric68 unique values
0 missing
Eig04_EA.ed.numeric66 unique values
0 missing
ATSC5pnumeric68 unique values
0 missing
Eig04_EA.ri.numeric68 unique values
0 missing
ATSC5snumeric68 unique values
0 missing
Eig05_AEA.bo.numeric66 unique values
0 missing
ATSC5vnumeric68 unique values
0 missing
Eig05_AEA.dm.numeric66 unique values
0 missing
ATSC6enumeric68 unique values
0 missing
Eig05_AEA.ed.numeric67 unique values
0 missing
ATSC6inumeric67 unique values
0 missing
Eig05_AEA.ri.numeric65 unique values
0 missing
ATSC6mnumeric68 unique values
0 missing
Eig05_EAnumeric64 unique values
0 missing
ATSC6pnumeric68 unique values
0 missing
Eig05_EA.bo.numeric63 unique values
0 missing
ATSC6snumeric67 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC6vnumeric68 unique values
0 missing
Eig05_EA.ed.numeric67 unique values
0 missing
ATSC7enumeric65 unique values
0 missing
Eig05_EA.ri.numeric67 unique values
0 missing
ATSC7inumeric66 unique values
0 missing
Eig06_AEA.bo.numeric65 unique values
0 missing
ATSC7mnumeric68 unique values
0 missing
Eig06_AEA.dm.numeric67 unique values
0 missing
ATSC7pnumeric68 unique values
0 missing
Eig06_AEA.ed.numeric64 unique values
0 missing
ATSC7snumeric68 unique values
0 missing
Eig06_AEA.ri.numeric64 unique values
0 missing
ATSC7vnumeric68 unique values
0 missing
Eig06_EAnumeric64 unique values
0 missing
ATSC8enumeric66 unique values
0 missing
Eig06_EA.bo.numeric64 unique values
0 missing
ATSC8inumeric66 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATSC8mnumeric68 unique values
0 missing
Eig06_EA.ed.numeric66 unique values
0 missing
ATSC8pnumeric68 unique values
0 missing
Eig06_EA.ri.numeric65 unique values
0 missing
ATSC8snumeric68 unique values
0 missing
Eig07_AEA.bo.numeric65 unique values
0 missing
ATSC8vnumeric68 unique values
0 missing
Eig07_AEA.dm.numeric63 unique values
0 missing
BACnumeric33 unique values
0 missing
Eig07_AEA.ed.numeric66 unique values
0 missing
BBInumeric33 unique values
0 missing
Eig07_AEA.ri.numeric67 unique values
0 missing
BIC0numeric50 unique values
0 missing
Eig07_EAnumeric64 unique values
0 missing
BIC1numeric60 unique values
0 missing
Eig07_EA.bo.numeric64 unique values
0 missing
BIC2numeric55 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
BIC3numeric55 unique values
0 missing
Eig07_EA.ed.numeric67 unique values
0 missing
BIC4numeric46 unique values
0 missing
Eig07_EA.ri.numeric64 unique values
0 missing
BIC5numeric47 unique values
0 missing
Eig08_AEA.bo.numeric60 unique values
0 missing
BIDnumeric49 unique values
0 missing
Eig08_AEA.dm.numeric66 unique values
0 missing
BLInumeric62 unique values
0 missing
Eig08_AEA.ed.numeric65 unique values
0 missing
BLTA96numeric62 unique values
0 missing
Eig08_AEA.ri.numeric62 unique values
0 missing
BLTD48numeric62 unique values
0 missing
Eig08_EAnumeric57 unique values
0 missing
BLTF96numeric60 unique values
0 missing
Eig08_EA.bo.numeric61 unique values
0 missing
Br.094numeric3 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig08_EA.ed.numeric63 unique values
0 missing
C.numeric48 unique values
0 missing
Eig08_EA.ri.numeric61 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_AEA.bo.numeric56 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig09_AEA.dm.numeric60 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig09_AEA.ed.numeric61 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig09_AEA.ri.numeric55 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig09_EAnumeric55 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig09_EA.bo.numeric56 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig09_EA.ed.numeric60 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig09_EA.ri.numeric55 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig10_AEA.bo.numeric62 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig10_AEA.dm.numeric62 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig10_AEA.ed.numeric61 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig10_AEA.ri.numeric66 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig10_EAnumeric61 unique values
0 missing
C.024numeric12 unique values
0 missing
Eig10_EA.bo.numeric65 unique values
0 missing
C.025numeric8 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig10_EA.ed.numeric66 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric4 unique values
0 missing
C.029numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric5 unique values
0 missing
C.035numeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
C.038numeric3 unique values
0 missing
C.039numeric3 unique values
0 missing
C.040numeric5 unique values
0 missing
C.041numeric3 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric3 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_AAnumeric6 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
CATS2D_02_NLnumeric5 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
CATS2D_03_ALnumeric16 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric10 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric6 unique values
0 missing
CATS2D_03_NNnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_04_NNnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric13 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
CATS2D_06_NLnumeric5 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric6 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric12 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric65 unique values
0 missing
Chi0_AEA.bo.numeric67 unique values
0 missing
Chi0_AEA.dm.numeric67 unique values
0 missing
Chi0_AEA.ed.numeric67 unique values
0 missing
Chi0_AEA.ri.numeric67 unique values
0 missing
Chi0_EAnumeric67 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
69
Number of instances (rows) of the dataset.
NumberOfFeatures
394
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
393
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.48
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
13.46
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
10.02
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.33
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.29
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.66
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.88
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
5.71
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.52
Mean skewness among attributes of the numeric 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.
MeanStdDevOfNumericAtts
6.25
Mean standard deviation of 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.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.86
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.71
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.59
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
69
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.23
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
916.3
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
17.19
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
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.47
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-8.31
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.25
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.31
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.04
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
3.32
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
637.13
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.31
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.74
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293297
0 runs - estimation_procedure: 50 times Clustering
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