Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036

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: CHEMBL6036 (TID: 101421), and it has 13 rows and 385 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.

387 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
DLS_03numeric3 unique values
0 missing
BIC3numeric11 unique values
0 missing
DLS_04numeric2 unique values
0 missing
BIC4numeric11 unique values
0 missing
DLS_06numeric2 unique values
0 missing
BIC5numeric11 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
Dznumeric9 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
ECCnumeric5 unique values
0 missing
MATS2snumeric11 unique values
0 missing
Eig01_AEA.bo.numeric5 unique values
0 missing
MATS2vnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
GATS5inumeric13 unique values
0 missing
Eig01_AEA.ed.numeric3 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
Eig01_AEA.ri.numeric3 unique values
0 missing
SpMAD_AEA.ri.numeric10 unique values
0 missing
Eig01_EAnumeric3 unique values
0 missing
SpMax3_Bh.p.numeric13 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
BIC2numeric12 unique values
0 missing
Eig01_EA.ed.numeric3 unique values
0 missing
SIC2numeric13 unique values
0 missing
Eig01_EA.ri.numeric2 unique values
0 missing
Eta_sh_ynumeric10 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
Eig02_EAnumeric6 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
MATS1inumeric13 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
MATS3snumeric12 unique values
0 missing
Eig02_EA.ed.numeric6 unique values
0 missing
MATS8mnumeric11 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
P_VSA_s_4numeric9 unique values
0 missing
Eig03_AEA.dm.numeric11 unique values
0 missing
SM02_EA.dm.numeric10 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
GATS8pnumeric12 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
GATS8vnumeric12 unique values
0 missing
Eig03_EAnumeric6 unique values
0 missing
MATS1pnumeric11 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
CIC3numeric13 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
CIC4numeric13 unique values
0 missing
Eig03_EA.ed.numeric6 unique values
0 missing
CIC5numeric13 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
SIC3numeric12 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
SIC4numeric12 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
SIC5numeric12 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
AECCnumeric6 unique values
0 missing
Eig04_EAnumeric6 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig04_EA.bo.numeric13 unique values
0 missing
ALOGP2numeric12 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig05_AEA.ed.numeric6 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig05_EAnumeric6 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
ATS2enumeric12 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig05_EA.ed.numeric6 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
ATS2vnumeric12 unique values
0 missing
Eig06_AEA.ed.numeric6 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig06_EAnumeric6 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
Eig06_EA.bo.numeric13 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig06_EA.ed.numeric6 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig07_AEA.dm.numeric12 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig07_AEA.ed.numeric6 unique values
0 missing
ATS4pnumeric12 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATS4snumeric12 unique values
0 missing
Eig07_EAnumeric6 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
ATS5enumeric12 unique values
0 missing
Eig07_EA.ed.numeric6 unique values
0 missing
ATS5inumeric12 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig08_AEA.bo.numeric13 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig08_EA.ed.numeric5 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig09_AEA.ed.numeric6 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig09_AEA.ri.numeric7 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig09_EAnumeric4 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
ATS7snumeric11 unique values
0 missing
Eig09_EA.dm.numeric5 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig09_EA.ed.numeric5 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig09_EA.ri.numeric7 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric12 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric3 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig10_EAnumeric4 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig10_EA.dm.numeric8 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig10_EA.ed.numeric4 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig10_EA.ri.numeric7 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig11_AEA.dm.numeric11 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig11_AEA.ed.numeric3 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig11_AEA.ri.numeric9 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig11_EAnumeric6 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig11_EA.dm.numeric11 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig11_EA.ed.numeric6 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig12_AEA.ed.numeric3 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig12_EAnumeric5 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
Eig12_EA.bo.numeric13 unique values
0 missing
ATSC4inumeric12 unique values
0 missing
Eig12_EA.dm.numeric7 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig12_EA.ed.numeric6 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig13_AEA.ed.numeric5 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
Eig13_AEA.ri.numeric8 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig13_EA.dm.numeric9 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eig14_AEA.bo.numeric7 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig14_AEA.ed.numeric4 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig14_AEA.ri.numeric6 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig14_EAnumeric4 unique values
0 missing
ATSC7enumeric11 unique values
0 missing
Eig14_EA.bo.numeric8 unique values
0 missing
ATSC7inumeric12 unique values
0 missing
Eig14_EA.dm.numeric4 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig14_EA.ed.numeric4 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig14_EA.ri.numeric6 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig15_AEA.bo.numeric4 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
ATSC8enumeric11 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
BACnumeric6 unique values
0 missing
BBInumeric5 unique values
0 missing
BIC0numeric12 unique values
0 missing
BIC1numeric13 unique values
0 missing
BIDnumeric6 unique values
0 missing
BLInumeric13 unique values
0 missing
BLTA96numeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
BLTF96numeric12 unique values
0 missing
C.numeric8 unique values
0 missing
C.001numeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric3 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 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_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric3 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_ALnumeric2 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric6 unique values
0 missing
Chi0_AEA.bo.numeric6 unique values
0 missing
Chi0_AEA.dm.numeric6 unique values
0 missing
Chi0_AEA.ed.numeric6 unique values
0 missing
Chi0_AEA.ri.numeric6 unique values
0 missing
Chi0_EAnumeric6 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
Chi0_EA.ed.numeric6 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric6 unique values
0 missing
Chi1_AEA.dm.numeric6 unique values
0 missing
Chi1_AEA.ed.numeric6 unique values
0 missing
Chi1_AEA.ri.numeric6 unique values
0 missing
Chi1_EAnumeric6 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
Chi1_EA.ed.numeric6 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
CIC0numeric13 unique values
0 missing
CIC1numeric13 unique values
0 missing
CIC2numeric13 unique values
0 missing
CIDnumeric6 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric6 unique values
0 missing
DBInumeric5 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
DECCnumeric6 unique values
0 missing
DELSnumeric13 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
387
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
386
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
0.29
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
1.14
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
4.94
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.39
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.58
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
-0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
29.77
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.45
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.08
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
0.83
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
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.28
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.15
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
223.69
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
1.8
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
3.41
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.66
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
3.61
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
1.19
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
48.37
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.03
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.6
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-CHEMBL6036
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6036
0 runs - estimation_procedure: 50 times Clustering
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