Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114

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: CHEMBL4114 (TID: 10033), and it has 61 rows and 377 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.

379 features

pXC50 (target)numeric60 unique values
0 missing
molecule_id (row identifier)nominal61 unique values
0 missing
Chi0_EA.ri.numeric59 unique values
0 missing
AACnumeric50 unique values
0 missing
Chi1_AEA.bo.numeric46 unique values
0 missing
AECCnumeric48 unique values
0 missing
Chi1_AEA.dm.numeric46 unique values
0 missing
ALOGPnumeric56 unique values
0 missing
Chi1_AEA.ed.numeric46 unique values
0 missing
ALOGP2numeric54 unique values
0 missing
Chi1_AEA.ri.numeric46 unique values
0 missing
AMRnumeric58 unique values
0 missing
Chi1_EAnumeric46 unique values
0 missing
AMWnumeric54 unique values
0 missing
Chi1_EA.bo.numeric55 unique values
0 missing
ARRnumeric27 unique values
0 missing
Chi1_EA.dm.numeric59 unique values
0 missing
ATS1enumeric54 unique values
0 missing
Chi1_EA.ed.numeric48 unique values
0 missing
ATS1inumeric53 unique values
0 missing
Chi1_EA.ri.numeric59 unique values
0 missing
ATS1mnumeric52 unique values
0 missing
CIC0numeric55 unique values
0 missing
ATS1pnumeric53 unique values
0 missing
CIC1numeric53 unique values
0 missing
ATS1snumeric57 unique values
0 missing
CIC2numeric54 unique values
0 missing
ATS1vnumeric50 unique values
0 missing
CIC3numeric54 unique values
0 missing
ATS2enumeric52 unique values
0 missing
CIC4numeric52 unique values
0 missing
ATS2inumeric55 unique values
0 missing
CIC5numeric52 unique values
0 missing
ATS2mnumeric55 unique values
0 missing
CIDnumeric42 unique values
0 missing
ATS2pnumeric56 unique values
0 missing
Cl.086numeric2 unique values
0 missing
ATS2snumeric55 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ATS2vnumeric58 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS3enumeric55 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS3inumeric55 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS3mnumeric57 unique values
0 missing
CSInumeric48 unique values
0 missing
ATS3pnumeric56 unique values
0 missing
DBInumeric25 unique values
0 missing
ATS3snumeric58 unique values
0 missing
D.Dtr04numeric46 unique values
0 missing
ATS3vnumeric56 unique values
0 missing
D.Dtr05numeric28 unique values
0 missing
ATS4enumeric59 unique values
0 missing
D.Dtr06numeric38 unique values
0 missing
ATS4inumeric58 unique values
0 missing
D.Dtr07numeric21 unique values
0 missing
ATS4mnumeric57 unique values
0 missing
D.Dtr08numeric24 unique values
0 missing
ATS4pnumeric57 unique values
0 missing
D.Dtr10numeric5 unique values
0 missing
ATS4snumeric58 unique values
0 missing
DECCnumeric48 unique values
0 missing
ATS4vnumeric57 unique values
0 missing
DELSnumeric60 unique values
0 missing
ATS5enumeric57 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS5inumeric57 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS5mnumeric59 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS5pnumeric59 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS5snumeric58 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS5vnumeric56 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS6enumeric55 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS6inumeric57 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS6mnumeric60 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS6pnumeric57 unique values
0 missing
DLS_consnumeric29 unique values
0 missing
ATS6snumeric57 unique values
0 missing
Dznumeric40 unique values
0 missing
ATS6vnumeric59 unique values
0 missing
ECCnumeric48 unique values
0 missing
ATS7enumeric58 unique values
0 missing
Eig01_AEA.bo.numeric30 unique values
0 missing
ATS7inumeric56 unique values
0 missing
Eig01_AEA.dm.numeric26 unique values
0 missing
ATS7mnumeric58 unique values
0 missing
Eig01_AEA.ed.numeric22 unique values
0 missing
ATS7pnumeric60 unique values
0 missing
Eig01_AEA.ri.numeric27 unique values
0 missing
ATS7snumeric59 unique values
0 missing
Eig01_EAnumeric24 unique values
0 missing
ATS7vnumeric59 unique values
0 missing
Eig01_EA.bo.numeric30 unique values
0 missing
ATS8enumeric59 unique values
0 missing
Eig01_EA.dm.numeric14 unique values
0 missing
ATS8inumeric56 unique values
0 missing
Eig01_EA.ed.numeric23 unique values
0 missing
ATS8mnumeric59 unique values
0 missing
Eig01_EA.ri.numeric29 unique values
0 missing
ATS8pnumeric56 unique values
0 missing
Eig02_AEA.bo.numeric35 unique values
0 missing
ATS8snumeric57 unique values
0 missing
Eig02_AEA.dm.numeric36 unique values
0 missing
ATS8vnumeric58 unique values
0 missing
Eig02_AEA.ed.numeric27 unique values
0 missing
ATSC1enumeric53 unique values
0 missing
Eig02_AEA.ri.numeric38 unique values
0 missing
ATSC1inumeric52 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
ATSC1mnumeric54 unique values
0 missing
Eig02_EA.bo.numeric40 unique values
0 missing
ATSC1pnumeric55 unique values
0 missing
Eig02_EA.dm.numeric29 unique values
0 missing
ATSC1snumeric60 unique values
0 missing
Eig02_EA.ed.numeric32 unique values
0 missing
ATSC1vnumeric53 unique values
0 missing
Eig02_EA.ri.numeric43 unique values
0 missing
ATSC2enumeric52 unique values
0 missing
Eig03_AEA.bo.numeric45 unique values
0 missing
ATSC2inumeric53 unique values
0 missing
Eig03_AEA.dm.numeric48 unique values
0 missing
ATSC2mnumeric58 unique values
0 missing
Eig03_AEA.ed.numeric29 unique values
0 missing
ATSC2pnumeric58 unique values
0 missing
Eig03_AEA.ri.numeric39 unique values
0 missing
ATSC2snumeric60 unique values
0 missing
Eig03_EAnumeric38 unique values
0 missing
ATSC2vnumeric56 unique values
0 missing
Eig03_EA.bo.numeric48 unique values
0 missing
ATSC3enumeric56 unique values
0 missing
Eig03_EA.dm.numeric21 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
Eig03_EA.ed.numeric34 unique values
0 missing
ATSC3mnumeric60 unique values
0 missing
Eig03_EA.ri.numeric33 unique values
0 missing
ATSC3pnumeric60 unique values
0 missing
Eig04_AEA.bo.numeric50 unique values
0 missing
ATSC3snumeric60 unique values
0 missing
Eig04_AEA.dm.numeric50 unique values
0 missing
ATSC3vnumeric60 unique values
0 missing
Eig04_AEA.ed.numeric40 unique values
0 missing
ATSC4enumeric58 unique values
0 missing
Eig04_AEA.ri.numeric51 unique values
0 missing
ATSC4inumeric58 unique values
0 missing
Eig04_EAnumeric47 unique values
0 missing
ATSC4mnumeric60 unique values
0 missing
Eig04_EA.bo.numeric50 unique values
0 missing
ATSC4pnumeric60 unique values
0 missing
Eig04_EA.dm.numeric29 unique values
0 missing
ATSC4snumeric60 unique values
0 missing
Eig04_EA.ed.numeric46 unique values
0 missing
ATSC4vnumeric60 unique values
0 missing
Eig04_EA.ri.numeric49 unique values
0 missing
ATSC5enumeric60 unique values
0 missing
Eig05_AEA.bo.numeric55 unique values
0 missing
ATSC5inumeric59 unique values
0 missing
Eig05_AEA.dm.numeric48 unique values
0 missing
ATSC5mnumeric60 unique values
0 missing
Eig05_AEA.ed.numeric47 unique values
0 missing
ATSC5pnumeric60 unique values
0 missing
Eig05_AEA.ri.numeric55 unique values
0 missing
ATSC5snumeric60 unique values
0 missing
Eig05_EAnumeric46 unique values
0 missing
ATSC5vnumeric60 unique values
0 missing
Eig05_EA.bo.numeric51 unique values
0 missing
ATSC6enumeric60 unique values
0 missing
Eig05_EA.dm.numeric33 unique values
0 missing
ATSC6inumeric57 unique values
0 missing
Eig05_EA.ed.numeric49 unique values
0 missing
ATSC6mnumeric60 unique values
0 missing
Eig05_EA.ri.numeric56 unique values
0 missing
ATSC6pnumeric59 unique values
0 missing
Eig06_AEA.bo.numeric52 unique values
0 missing
ATSC6snumeric60 unique values
0 missing
Eig06_AEA.dm.numeric46 unique values
0 missing
ATSC6vnumeric60 unique values
0 missing
Eig06_AEA.ed.numeric46 unique values
0 missing
ATSC7enumeric60 unique values
0 missing
Eig06_AEA.ri.numeric56 unique values
0 missing
ATSC7inumeric58 unique values
0 missing
Eig06_EAnumeric47 unique values
0 missing
ATSC7mnumeric60 unique values
0 missing
Eig06_EA.bo.numeric53 unique values
0 missing
ATSC7pnumeric60 unique values
0 missing
Eig06_EA.dm.numeric28 unique values
0 missing
ATSC7snumeric60 unique values
0 missing
Eig06_EA.ed.numeric48 unique values
0 missing
ATSC7vnumeric60 unique values
0 missing
Eig06_EA.ri.numeric52 unique values
0 missing
ATSC8enumeric56 unique values
0 missing
Eig07_AEA.bo.numeric49 unique values
0 missing
ATSC8inumeric58 unique values
0 missing
Eig07_AEA.dm.numeric44 unique values
0 missing
ATSC8mnumeric59 unique values
0 missing
Eig07_AEA.ed.numeric46 unique values
0 missing
ATSC8pnumeric59 unique values
0 missing
Eig07_AEA.ri.numeric49 unique values
0 missing
ATSC8snumeric59 unique values
0 missing
Eig07_EAnumeric41 unique values
0 missing
ATSC8vnumeric59 unique values
0 missing
Eig07_EA.bo.numeric48 unique values
0 missing
BACnumeric30 unique values
0 missing
Eig07_EA.dm.numeric19 unique values
0 missing
BBInumeric26 unique values
0 missing
Eig07_EA.ed.numeric46 unique values
0 missing
BIC0numeric42 unique values
0 missing
Eig07_EA.ri.numeric47 unique values
0 missing
BIC1numeric44 unique values
0 missing
Eig08_AEA.bo.numeric48 unique values
0 missing
BIC2numeric46 unique values
0 missing
Eig08_AEA.dm.numeric51 unique values
0 missing
BIC3numeric43 unique values
0 missing
Eig08_AEA.ed.numeric45 unique values
0 missing
BIC4numeric43 unique values
0 missing
Eig08_AEA.ri.numeric51 unique values
0 missing
BIC5numeric43 unique values
0 missing
Eig08_EAnumeric45 unique values
0 missing
BIDnumeric29 unique values
0 missing
Eig08_EA.bo.numeric48 unique values
0 missing
BLInumeric40 unique values
0 missing
Eig08_EA.dm.numeric13 unique values
0 missing
BLTA96numeric47 unique values
0 missing
Eig08_EA.ed.numeric44 unique values
0 missing
BLTD48numeric50 unique values
0 missing
Eig08_EA.ri.numeric50 unique values
0 missing
BLTF96numeric48 unique values
0 missing
Eig09_AEA.bo.numeric46 unique values
0 missing
C.numeric36 unique values
0 missing
Eig09_AEA.dm.numeric54 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig09_AEA.ed.numeric46 unique values
0 missing
C.002numeric3 unique values
0 missing
Eig09_AEA.ri.numeric47 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig09_EAnumeric40 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig09_EA.bo.numeric41 unique values
0 missing
C.006numeric5 unique values
0 missing
C.008numeric3 unique values
0 missing
C.009numeric3 unique values
0 missing
C.011numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric5 unique values
0 missing
C.017numeric3 unique values
0 missing
C.018numeric2 unique values
0 missing
C.019numeric3 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric3 unique values
0 missing
C.031numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.044numeric2 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_AAnumeric4 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric7 unique values
0 missing
CATS2D_02_ALnumeric11 unique values
0 missing
CATS2D_02_ANnumeric3 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
CATS2D_03_ALnumeric15 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
CATS2D_04_ANnumeric7 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric13 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
CATS2D_05_ANnumeric4 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric12 unique values
0 missing
CATS2D_06_ALnumeric12 unique values
0 missing
CATS2D_06_ANnumeric4 unique values
0 missing
CATS2D_06_APnumeric4 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_07_AAnumeric8 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
CATS2D_07_ANnumeric5 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
CATS2D_09_ANnumeric5 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric49 unique values
0 missing
Chi0_AEA.bo.numeric47 unique values
0 missing
Chi0_AEA.dm.numeric47 unique values
0 missing
Chi0_AEA.ed.numeric47 unique values
0 missing
Chi0_AEA.ri.numeric47 unique values
0 missing
Chi0_EAnumeric47 unique values
0 missing
Chi0_EA.bo.numeric55 unique values
0 missing
Chi0_EA.dm.numeric57 unique values
0 missing
Chi0_EA.ed.numeric49 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
61
Number of instances (rows) of the dataset.
NumberOfFeatures
379
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
378
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
0.68
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
5.73
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
13.19
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.73
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.25
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.19
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
1.34
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
6.21
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.61
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.43
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
5.57
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
0.11
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
61
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.92
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
1039.98
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
4.37
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
99.74
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.85
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.38
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.26
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
7.81
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.15
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
559.5
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.01
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.25
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-CHEMBL4114
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4114
0 runs - estimation_procedure: 50 times Clustering
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