Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL1163123 (TID: 103452), and it has 74 rows and 389 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.

391 features

pXC50 (target)numeric6 unique values
0 missing
molecule_id (row identifier)nominal74 unique values
0 missing
Chi1_EA.ri.numeric74 unique values
0 missing
AACnumeric69 unique values
0 missing
CIC0numeric71 unique values
0 missing
AECCnumeric74 unique values
0 missing
CIC1numeric73 unique values
0 missing
ALOGPnumeric74 unique values
0 missing
CIC2numeric70 unique values
0 missing
ALOGP2numeric74 unique values
0 missing
CIC3numeric72 unique values
0 missing
AMRnumeric74 unique values
0 missing
CIC4numeric70 unique values
0 missing
AMWnumeric70 unique values
0 missing
CIC5numeric69 unique values
0 missing
ARRnumeric60 unique values
0 missing
CIDnumeric70 unique values
0 missing
ATS1enumeric71 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ATS1inumeric70 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1mnumeric71 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1pnumeric69 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1snumeric69 unique values
0 missing
CSInumeric73 unique values
0 missing
ATS1vnumeric68 unique values
0 missing
DBInumeric33 unique values
0 missing
ATS2enumeric70 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
ATS2inumeric72 unique values
0 missing
D.Dtr05numeric53 unique values
0 missing
ATS2mnumeric72 unique values
0 missing
D.Dtr06numeric74 unique values
0 missing
ATS2pnumeric71 unique values
0 missing
D.Dtr07numeric6 unique values
0 missing
ATS2snumeric74 unique values
0 missing
D.Dtr08numeric3 unique values
0 missing
ATS2vnumeric72 unique values
0 missing
D.Dtr09numeric37 unique values
0 missing
ATS3enumeric74 unique values
0 missing
D.Dtr10numeric29 unique values
0 missing
ATS3inumeric71 unique values
0 missing
D.Dtr11numeric6 unique values
0 missing
ATS3mnumeric71 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
ATS3pnumeric70 unique values
0 missing
DECCnumeric72 unique values
0 missing
ATS3snumeric68 unique values
0 missing
DELSnumeric74 unique values
0 missing
ATS3vnumeric71 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS4enumeric72 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS4inumeric73 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS4mnumeric71 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS4pnumeric70 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS4snumeric73 unique values
0 missing
DLS_04numeric8 unique values
0 missing
ATS4vnumeric73 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS5enumeric72 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS5inumeric73 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS5mnumeric72 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATS5pnumeric73 unique values
0 missing
Dznumeric57 unique values
0 missing
ATS5snumeric73 unique values
0 missing
ECCnumeric73 unique values
0 missing
ATS5vnumeric73 unique values
0 missing
Eig01_AEA.bo.numeric65 unique values
0 missing
ATS6enumeric70 unique values
0 missing
Eig01_AEA.dm.numeric66 unique values
0 missing
ATS6inumeric72 unique values
0 missing
Eig01_AEA.ed.numeric68 unique values
0 missing
ATS6mnumeric71 unique values
0 missing
Eig01_AEA.ri.numeric67 unique values
0 missing
ATS6pnumeric73 unique values
0 missing
Eig01_EAnumeric62 unique values
0 missing
ATS6snumeric73 unique values
0 missing
Eig01_EA.bo.numeric62 unique values
0 missing
ATS6vnumeric72 unique values
0 missing
Eig01_EA.dm.numeric29 unique values
0 missing
ATS7enumeric73 unique values
0 missing
Eig01_EA.ed.numeric71 unique values
0 missing
ATS7inumeric73 unique values
0 missing
Eig01_EA.ri.numeric69 unique values
0 missing
ATS7mnumeric73 unique values
0 missing
Eig02_AEA.bo.numeric70 unique values
0 missing
ATS7pnumeric73 unique values
0 missing
Eig02_AEA.dm.numeric73 unique values
0 missing
ATS7snumeric72 unique values
0 missing
Eig02_AEA.ed.numeric72 unique values
0 missing
ATS7vnumeric73 unique values
0 missing
Eig02_AEA.ri.numeric69 unique values
0 missing
ATS8enumeric71 unique values
0 missing
Eig02_EAnumeric69 unique values
0 missing
ATS8inumeric73 unique values
0 missing
Eig02_EA.bo.numeric68 unique values
0 missing
ATS8mnumeric73 unique values
0 missing
Eig02_EA.dm.numeric23 unique values
0 missing
ATS8pnumeric73 unique values
0 missing
Eig02_EA.ed.numeric73 unique values
0 missing
ATS8snumeric74 unique values
0 missing
Eig02_EA.ri.numeric70 unique values
0 missing
ATS8vnumeric72 unique values
0 missing
Eig03_AEA.bo.numeric71 unique values
0 missing
ATSC1enumeric67 unique values
0 missing
Eig03_AEA.dm.numeric72 unique values
0 missing
ATSC1inumeric70 unique values
0 missing
Eig03_AEA.ed.numeric71 unique values
0 missing
ATSC1mnumeric72 unique values
0 missing
Eig03_AEA.ri.numeric70 unique values
0 missing
ATSC1pnumeric73 unique values
0 missing
Eig03_EAnumeric67 unique values
0 missing
ATSC1snumeric74 unique values
0 missing
Eig03_EA.bo.numeric69 unique values
0 missing
ATSC1vnumeric73 unique values
0 missing
Eig03_EA.dm.numeric14 unique values
0 missing
ATSC2enumeric67 unique values
0 missing
Eig03_EA.ed.numeric74 unique values
0 missing
ATSC2inumeric71 unique values
0 missing
Eig03_EA.ri.numeric70 unique values
0 missing
ATSC2mnumeric73 unique values
0 missing
Eig04_AEA.bo.numeric70 unique values
0 missing
ATSC2pnumeric73 unique values
0 missing
Eig04_AEA.dm.numeric72 unique values
0 missing
ATSC2snumeric74 unique values
0 missing
Eig04_AEA.ed.numeric71 unique values
0 missing
ATSC2vnumeric74 unique values
0 missing
Eig04_AEA.ri.numeric69 unique values
0 missing
ATSC3enumeric72 unique values
0 missing
Eig04_EAnumeric73 unique values
0 missing
ATSC3inumeric73 unique values
0 missing
Eig04_EA.bo.numeric71 unique values
0 missing
ATSC3mnumeric74 unique values
0 missing
Eig04_EA.dm.numeric15 unique values
0 missing
ATSC3pnumeric74 unique values
0 missing
Eig04_EA.ed.numeric71 unique values
0 missing
ATSC3snumeric74 unique values
0 missing
Eig04_EA.ri.numeric71 unique values
0 missing
ATSC3vnumeric73 unique values
0 missing
Eig05_AEA.bo.numeric70 unique values
0 missing
ATSC4enumeric69 unique values
0 missing
Eig05_AEA.dm.numeric72 unique values
0 missing
ATSC4inumeric72 unique values
0 missing
Eig05_AEA.ed.numeric70 unique values
0 missing
ATSC4mnumeric74 unique values
0 missing
Eig05_AEA.ri.numeric73 unique values
0 missing
ATSC4pnumeric74 unique values
0 missing
Eig05_EAnumeric70 unique values
0 missing
ATSC4snumeric74 unique values
0 missing
Eig05_EA.bo.numeric67 unique values
0 missing
ATSC4vnumeric74 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC5enumeric73 unique values
0 missing
Eig05_EA.ed.numeric74 unique values
0 missing
ATSC5inumeric73 unique values
0 missing
Eig05_EA.ri.numeric72 unique values
0 missing
ATSC5mnumeric74 unique values
0 missing
Eig06_AEA.bo.numeric68 unique values
0 missing
ATSC5pnumeric74 unique values
0 missing
Eig06_AEA.dm.numeric71 unique values
0 missing
ATSC5snumeric74 unique values
0 missing
Eig06_AEA.ed.numeric70 unique values
0 missing
ATSC5vnumeric74 unique values
0 missing
Eig06_AEA.ri.numeric71 unique values
0 missing
ATSC6enumeric73 unique values
0 missing
Eig06_EAnumeric68 unique values
0 missing
ATSC6inumeric72 unique values
0 missing
Eig06_EA.bo.numeric68 unique values
0 missing
ATSC6mnumeric74 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATSC6pnumeric74 unique values
0 missing
Eig06_EA.ed.numeric73 unique values
0 missing
ATSC6snumeric74 unique values
0 missing
Eig06_EA.ri.numeric72 unique values
0 missing
ATSC6vnumeric74 unique values
0 missing
Eig07_AEA.bo.numeric68 unique values
0 missing
ATSC7enumeric72 unique values
0 missing
Eig07_AEA.dm.numeric71 unique values
0 missing
ATSC7inumeric73 unique values
0 missing
Eig07_AEA.ed.numeric69 unique values
0 missing
ATSC7mnumeric74 unique values
0 missing
Eig07_AEA.ri.numeric70 unique values
0 missing
ATSC7pnumeric73 unique values
0 missing
Eig07_EAnumeric67 unique values
0 missing
ATSC7snumeric74 unique values
0 missing
Eig07_EA.bo.numeric72 unique values
0 missing
ATSC7vnumeric74 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
ATSC8enumeric73 unique values
0 missing
Eig07_EA.ed.numeric74 unique values
0 missing
ATSC8inumeric71 unique values
0 missing
Eig07_EA.ri.numeric70 unique values
0 missing
ATSC8mnumeric74 unique values
0 missing
Eig08_AEA.bo.numeric68 unique values
0 missing
ATSC8pnumeric74 unique values
0 missing
Eig08_AEA.dm.numeric70 unique values
0 missing
ATSC8snumeric74 unique values
0 missing
Eig08_AEA.ed.numeric71 unique values
0 missing
ATSC8vnumeric74 unique values
0 missing
Eig08_AEA.ri.numeric72 unique values
0 missing
BACnumeric33 unique values
0 missing
Eig08_EAnumeric70 unique values
0 missing
BBInumeric36 unique values
0 missing
Eig08_EA.bo.numeric71 unique values
0 missing
BIC0numeric48 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
BIC1numeric61 unique values
0 missing
Eig08_EA.ed.numeric71 unique values
0 missing
BIC2numeric63 unique values
0 missing
Eig08_EA.ri.numeric72 unique values
0 missing
BIC3numeric57 unique values
0 missing
Eig09_AEA.bo.numeric64 unique values
0 missing
BIC4numeric54 unique values
0 missing
Eig09_AEA.dm.numeric72 unique values
0 missing
BIC5numeric54 unique values
0 missing
Eig09_AEA.ed.numeric72 unique values
0 missing
BIDnumeric44 unique values
0 missing
Eig09_AEA.ri.numeric68 unique values
0 missing
BLInumeric62 unique values
0 missing
Eig09_EAnumeric64 unique values
0 missing
BLTA96numeric68 unique values
0 missing
Eig09_EA.bo.numeric69 unique values
0 missing
BLTD48numeric65 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
BLTF96numeric65 unique values
0 missing
Eig09_EA.ed.numeric69 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig09_EA.ri.numeric70 unique values
0 missing
C.numeric62 unique values
0 missing
Eig10_AEA.bo.numeric67 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_AEA.dm.numeric68 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig10_AEA.ed.numeric72 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_AEA.ri.numeric70 unique values
0 missing
C.004numeric2 unique values
0 missing
Eig10_EAnumeric64 unique values
0 missing
C.005numeric5 unique values
0 missing
Eig10_EA.bo.numeric68 unique values
0 missing
C.006numeric9 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig10_EA.ed.numeric70 unique values
0 missing
C.009numeric3 unique values
0 missing
Eig10_EA.ri.numeric67 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.bo.numeric66 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.dm.numeric65 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig11_AEA.ed.numeric67 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig11_AEA.ri.numeric67 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig11_EAnumeric62 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig11_EA.bo.numeric67 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig11_EA.ed.numeric66 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
C.024numeric14 unique values
0 missing
C.025numeric8 unique values
0 missing
C.026numeric8 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric4 unique values
0 missing
C.029numeric4 unique values
0 missing
C.030numeric2 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric4 unique values
0 missing
C.034numeric5 unique values
0 missing
C.035numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric4 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_LLnumeric16 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
CATS2D_02_ALnumeric13 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
CATS2D_04_LLnumeric17 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric17 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric9 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric18 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric15 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
CATS2D_06_LLnumeric19 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric15 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric13 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_DLnumeric7 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DPnumeric3 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CENTnumeric73 unique values
0 missing
Chi0_AEA.bo.numeric74 unique values
0 missing
Chi0_AEA.dm.numeric74 unique values
0 missing
Chi0_AEA.ed.numeric74 unique values
0 missing
Chi0_AEA.ri.numeric74 unique values
0 missing
Chi0_EAnumeric74 unique values
0 missing
Chi0_EA.bo.numeric74 unique values
0 missing
Chi0_EA.dm.numeric73 unique values
0 missing
Chi0_EA.ed.numeric74 unique values
0 missing
Chi0_EA.ri.numeric74 unique values
0 missing
Chi1_AEA.bo.numeric73 unique values
0 missing
Chi1_AEA.dm.numeric73 unique values
0 missing
Chi1_AEA.ed.numeric73 unique values
0 missing
Chi1_AEA.ri.numeric73 unique values
0 missing
Chi1_EAnumeric73 unique values
0 missing
Chi1_EA.bo.numeric74 unique values
0 missing
Chi1_EA.dm.numeric73 unique values
0 missing
Chi1_EA.ed.numeric74 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
74
Number of instances (rows) of the dataset.
NumberOfFeatures
391
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
390
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
74
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.07
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.02
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1964.5
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.
Quartile3MeansOfNumericAtts
5.68
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.
PercentageOfNumericFeatures
99.74
Percentage of numeric 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
-8.6
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.26
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.53
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
8.6
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3StdDevOfNumericAtts
1.45
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
1032.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.32
First quartile of kurtosis 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.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.62
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
5.97
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
15.98
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.06
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.85
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
First quartile of standard deviation of attributes of the numeric type.
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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
5.28
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.39
Second quartile (Median) of kurtosis 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
1.25
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.81
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
7.72
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.59
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163123
0 runs - estimation_procedure: 50 times Clustering
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