Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383

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: CHEMBL2383 (TID: 12395), and it has 94 rows and 374 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.

376 features

pXC50 (target)numeric82 unique values
0 missing
molecule_id (row identifier)nominal94 unique values
0 missing
Chi1_EA.dm.numeric73 unique values
0 missing
MATS4pnumeric76 unique values
0 missing
Chi1_EA.ed.numeric62 unique values
0 missing
GATS7inumeric86 unique values
0 missing
Chi1_EA.ri.numeric89 unique values
0 missing
MATS4inumeric76 unique values
0 missing
CIC0numeric68 unique values
0 missing
GATS6pnumeric84 unique values
0 missing
CIC1numeric66 unique values
0 missing
ALOGPnumeric82 unique values
0 missing
CIC2numeric68 unique values
0 missing
SM14_EA.dm.numeric24 unique values
0 missing
CIC3numeric62 unique values
0 missing
JGI10numeric10 unique values
0 missing
CIC4numeric54 unique values
0 missing
JGI6numeric14 unique values
0 missing
CIC5numeric52 unique values
0 missing
MATS7inumeric79 unique values
0 missing
CIDnumeric50 unique values
0 missing
GATS3snumeric81 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Eta_Cnumeric93 unique values
0 missing
Cl.090numeric2 unique values
0 missing
IC2numeric68 unique values
0 missing
CMC.50numeric2 unique values
0 missing
AACnumeric69 unique values
0 missing
CMC.80numeric2 unique values
0 missing
AECCnumeric54 unique values
0 missing
CSInumeric60 unique values
0 missing
ALOGP2numeric83 unique values
0 missing
DBInumeric26 unique values
0 missing
AMRnumeric83 unique values
0 missing
D.Dtr03numeric33 unique values
0 missing
AMWnumeric73 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ARRnumeric28 unique values
0 missing
D.Dtr05numeric21 unique values
0 missing
ATS1enumeric70 unique values
0 missing
D.Dtr06numeric57 unique values
0 missing
ATS1inumeric72 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
ATS1mnumeric72 unique values
0 missing
DECCnumeric53 unique values
0 missing
ATS1pnumeric72 unique values
0 missing
DELSnumeric93 unique values
0 missing
ATS1snumeric77 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS1vnumeric72 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS2enumeric76 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ATS2inumeric77 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ATS2mnumeric82 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATS2pnumeric80 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2snumeric87 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATS2vnumeric80 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
ATS3enumeric80 unique values
0 missing
Dznumeric53 unique values
0 missing
ATS3inumeric75 unique values
0 missing
ECCnumeric52 unique values
0 missing
ATS3mnumeric78 unique values
0 missing
Eig01_AEA.bo.numeric39 unique values
0 missing
ATS3pnumeric83 unique values
0 missing
Eig01_AEA.dm.numeric25 unique values
0 missing
ATS3snumeric88 unique values
0 missing
Eig01_AEA.ed.numeric24 unique values
0 missing
ATS3vnumeric84 unique values
0 missing
Eig01_AEA.ri.numeric37 unique values
0 missing
ATS4enumeric84 unique values
0 missing
Eig01_EAnumeric36 unique values
0 missing
ATS4inumeric87 unique values
0 missing
Eig01_EA.bo.numeric55 unique values
0 missing
ATS4mnumeric84 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
ATS4pnumeric89 unique values
0 missing
Eig01_EA.ed.numeric32 unique values
0 missing
ATS4snumeric86 unique values
0 missing
Eig01_EA.ri.numeric44 unique values
0 missing
ATS4vnumeric89 unique values
0 missing
Eig02_AEA.bo.numeric57 unique values
0 missing
ATS5enumeric88 unique values
0 missing
Eig02_AEA.dm.numeric41 unique values
0 missing
ATS5inumeric85 unique values
0 missing
Eig02_AEA.ed.numeric46 unique values
0 missing
ATS5mnumeric83 unique values
0 missing
Eig02_AEA.ri.numeric79 unique values
0 missing
ATS5pnumeric88 unique values
0 missing
Eig02_EAnumeric53 unique values
0 missing
ATS5snumeric87 unique values
0 missing
Eig02_EA.bo.numeric63 unique values
0 missing
ATS5vnumeric89 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
ATS6enumeric88 unique values
0 missing
Eig02_EA.ed.numeric53 unique values
0 missing
ATS6inumeric84 unique values
0 missing
Eig02_EA.ri.numeric74 unique values
0 missing
ATS6mnumeric91 unique values
0 missing
Eig03_AEA.bo.numeric68 unique values
0 missing
ATS6pnumeric88 unique values
0 missing
Eig03_AEA.dm.numeric48 unique values
0 missing
ATS6snumeric89 unique values
0 missing
Eig03_AEA.ed.numeric54 unique values
0 missing
ATS6vnumeric88 unique values
0 missing
Eig03_AEA.ri.numeric86 unique values
0 missing
ATS7enumeric89 unique values
0 missing
Eig03_EAnumeric58 unique values
0 missing
ATS7inumeric87 unique values
0 missing
Eig03_EA.bo.numeric65 unique values
0 missing
ATS7mnumeric91 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
ATS7pnumeric87 unique values
0 missing
Eig03_EA.ed.numeric59 unique values
0 missing
ATS7snumeric90 unique values
0 missing
Eig03_EA.ri.numeric80 unique values
0 missing
ATS7vnumeric88 unique values
0 missing
Eig04_AEA.bo.numeric69 unique values
0 missing
ATS8enumeric92 unique values
0 missing
Eig04_AEA.dm.numeric62 unique values
0 missing
ATS8inumeric89 unique values
0 missing
Eig04_AEA.ed.numeric58 unique values
0 missing
ATS8mnumeric87 unique values
0 missing
Eig04_AEA.ri.numeric81 unique values
0 missing
ATS8pnumeric90 unique values
0 missing
Eig04_EAnumeric60 unique values
0 missing
ATS8snumeric93 unique values
0 missing
Eig04_EA.bo.numeric64 unique values
0 missing
ATS8vnumeric86 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
ATSC1enumeric66 unique values
0 missing
Eig04_EA.ed.numeric60 unique values
0 missing
ATSC1inumeric71 unique values
0 missing
Eig04_EA.ri.numeric80 unique values
0 missing
ATSC1mnumeric75 unique values
0 missing
Eig05_AEA.bo.numeric59 unique values
0 missing
ATSC1pnumeric74 unique values
0 missing
Eig05_AEA.dm.numeric76 unique values
0 missing
ATSC1snumeric85 unique values
0 missing
Eig05_AEA.ed.numeric59 unique values
0 missing
ATSC1vnumeric75 unique values
0 missing
Eig05_AEA.ri.numeric83 unique values
0 missing
ATSC2enumeric79 unique values
0 missing
Eig05_EAnumeric55 unique values
0 missing
ATSC2inumeric81 unique values
0 missing
Eig05_EA.bo.numeric61 unique values
0 missing
ATSC2mnumeric83 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
ATSC2pnumeric83 unique values
0 missing
Eig05_EA.ed.numeric59 unique values
0 missing
ATSC2snumeric92 unique values
0 missing
Eig05_EA.ri.numeric79 unique values
0 missing
ATSC2vnumeric83 unique values
0 missing
Eig06_AEA.bo.numeric60 unique values
0 missing
ATSC3enumeric85 unique values
0 missing
Eig06_AEA.dm.numeric65 unique values
0 missing
ATSC3inumeric83 unique values
0 missing
Eig06_AEA.ed.numeric57 unique values
0 missing
ATSC3mnumeric86 unique values
0 missing
Eig06_AEA.ri.numeric71 unique values
0 missing
ATSC3pnumeric87 unique values
0 missing
Eig06_EAnumeric52 unique values
0 missing
ATSC3snumeric93 unique values
0 missing
Eig06_EA.bo.numeric58 unique values
0 missing
ATSC3vnumeric87 unique values
0 missing
Eig06_EA.ed.numeric56 unique values
0 missing
ATSC4enumeric87 unique values
0 missing
Eig06_EA.ri.numeric70 unique values
0 missing
ATSC4inumeric91 unique values
0 missing
Eig07_AEA.bo.numeric55 unique values
0 missing
ATSC4mnumeric93 unique values
0 missing
Eig07_AEA.dm.numeric66 unique values
0 missing
ATSC4pnumeric90 unique values
0 missing
Eig07_AEA.ed.numeric52 unique values
0 missing
ATSC4snumeric93 unique values
0 missing
Eig07_AEA.ri.numeric55 unique values
0 missing
ATSC4vnumeric92 unique values
0 missing
Eig07_EAnumeric44 unique values
0 missing
ATSC5enumeric89 unique values
0 missing
Eig07_EA.bo.numeric43 unique values
0 missing
ATSC5inumeric87 unique values
0 missing
Eig07_EA.ed.numeric52 unique values
0 missing
ATSC5mnumeric93 unique values
0 missing
Eig07_EA.ri.numeric54 unique values
0 missing
ATSC5pnumeric93 unique values
0 missing
Eig08_AEA.bo.numeric43 unique values
0 missing
ATSC5snumeric93 unique values
0 missing
Eig08_AEA.dm.numeric47 unique values
0 missing
ATSC5vnumeric92 unique values
0 missing
Eig08_AEA.ed.numeric53 unique values
0 missing
ATSC6enumeric85 unique values
0 missing
Eig08_AEA.ri.numeric56 unique values
0 missing
ATSC6inumeric87 unique values
0 missing
Eig08_EAnumeric45 unique values
0 missing
ATSC6mnumeric93 unique values
0 missing
Eig08_EA.bo.numeric39 unique values
0 missing
ATSC6pnumeric93 unique values
0 missing
Eig08_EA.ed.numeric51 unique values
0 missing
ATSC6snumeric93 unique values
0 missing
Eig08_EA.ri.numeric51 unique values
0 missing
ATSC6vnumeric89 unique values
0 missing
Eig09_AEA.bo.numeric50 unique values
0 missing
ATSC7enumeric90 unique values
0 missing
Eig09_AEA.dm.numeric47 unique values
0 missing
ATSC7inumeric88 unique values
0 missing
Eig09_AEA.ed.numeric51 unique values
0 missing
ATSC7mnumeric93 unique values
0 missing
Eig09_AEA.ri.numeric66 unique values
0 missing
ATSC7pnumeric92 unique values
0 missing
Eig09_EAnumeric37 unique values
0 missing
ATSC7snumeric93 unique values
0 missing
Eig09_EA.bo.numeric45 unique values
0 missing
ATSC7vnumeric91 unique values
0 missing
Eig09_EA.ed.numeric46 unique values
0 missing
ATSC8enumeric87 unique values
0 missing
Eig09_EA.ri.numeric61 unique values
0 missing
ATSC8inumeric87 unique values
0 missing
Eig10_AEA.bo.numeric51 unique values
0 missing
ATSC8mnumeric93 unique values
0 missing
Eig10_AEA.dm.numeric53 unique values
0 missing
ATSC8pnumeric92 unique values
0 missing
Eig10_AEA.ed.numeric36 unique values
0 missing
ATSC8snumeric93 unique values
0 missing
Eig10_AEA.ri.numeric69 unique values
0 missing
ATSC8vnumeric93 unique values
0 missing
Eig10_EAnumeric51 unique values
0 missing
BACnumeric30 unique values
0 missing
Eig10_EA.bo.numeric54 unique values
0 missing
BBInumeric24 unique values
0 missing
Eig10_EA.ed.numeric51 unique values
0 missing
BIC0numeric59 unique values
0 missing
Eig10_EA.ri.numeric71 unique values
0 missing
BIC1numeric65 unique values
0 missing
Eig11_AEA.bo.numeric52 unique values
0 missing
BIC2numeric61 unique values
0 missing
BIC3numeric52 unique values
0 missing
BIC4numeric41 unique values
0 missing
BIC5numeric43 unique values
0 missing
BIDnumeric29 unique values
0 missing
BLInumeric72 unique values
0 missing
BLTA96numeric63 unique values
0 missing
BLTD48numeric63 unique values
0 missing
BLTF96numeric63 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric31 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric5 unique values
0 missing
C.003numeric3 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.013numeric3 unique values
0 missing
C.014numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric3 unique values
0 missing
C.019numeric2 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric3 unique values
0 missing
C.024numeric9 unique values
0 missing
C.025numeric5 unique values
0 missing
C.026numeric7 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric3 unique values
0 missing
C.040numeric4 unique values
0 missing
C.043numeric2 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_ANnumeric2 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric14 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_02_LLnumeric17 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric3 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_LLnumeric13 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric3 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_LLnumeric11 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric61 unique values
0 missing
Chi0_AEA.bo.numeric55 unique values
0 missing
Chi0_AEA.dm.numeric55 unique values
0 missing
Chi0_AEA.ed.numeric55 unique values
0 missing
Chi0_AEA.ri.numeric55 unique values
0 missing
Chi0_EAnumeric55 unique values
0 missing
Chi0_EA.bo.numeric61 unique values
0 missing
Chi0_EA.dm.numeric71 unique values
0 missing
Chi0_EA.ed.numeric62 unique values
0 missing
Chi0_EA.ri.numeric82 unique values
0 missing
Chi1_AEA.bo.numeric62 unique values
0 missing
Chi1_AEA.dm.numeric62 unique values
0 missing
Chi1_AEA.ed.numeric62 unique values
0 missing
Chi1_AEA.ri.numeric62 unique values
0 missing
Chi1_EAnumeric62 unique values
0 missing
Chi1_EA.bo.numeric69 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
94
Number of instances (rows) of the dataset.
NumberOfFeatures
376
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
375
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal 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.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
4
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.61
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
1.52
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.33
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
4.13
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
0.61
Second quartile (Median) of skewness among 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.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
94
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
676.99
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
4.19
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
99.73
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.3
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-9.7
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.27
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
9.7
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.8
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
290.34
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.43
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.14
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.42
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
9.7
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
9.81
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.04
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.21
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2383
0 runs - estimation_procedure: 50 times Clustering
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