Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3212 (TID: 11931), and it has 14 rows and 382 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.

384 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
ATSC1snumeric14 unique values
0 missing
Dznumeric7 unique values
0 missing
CIC2numeric12 unique values
0 missing
ECCnumeric7 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
Eig01_AEA.ed.numeric7 unique values
0 missing
IC1numeric13 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
SM06_EA.ri.numeric11 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
SM07_EA.ri.numeric11 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
SM08_EA.ri.numeric11 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
SM09_EA.ri.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
SM10_EA.ri.numeric11 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
SM11_EA.ri.numeric11 unique values
0 missing
Eig02_AEA.ed.numeric6 unique values
0 missing
SM12_EA.ri.numeric11 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
SM13_EA.ri.numeric11 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
SM14_EA.ri.numeric11 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
SM15_EA.ri.numeric11 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
SpDiam_AEA.ri.numeric10 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
SpDiam_EA.ri.numeric11 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
SpMax_AEA.ri.numeric10 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
SpMax_EA.ri.numeric11 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
SpDiam_AEA.bo.numeric11 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
Eig01_AEA.dm.numeric14 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
GATS4vnumeric14 unique values
0 missing
Eig03_EAnumeric7 unique values
0 missing
MATS4vnumeric13 unique values
0 missing
Eig03_EA.bo.numeric11 unique values
0 missing
SpDiam_AEA.dm.numeric14 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
SpMax_AEA.dm.numeric14 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
MATS3vnumeric12 unique values
0 missing
Eig03_EA.ri.numeric11 unique values
0 missing
Hynumeric7 unique values
0 missing
Eig04_AEA.bo.numeric8 unique values
0 missing
MATS1enumeric11 unique values
0 missing
Eig04_AEA.dm.numeric12 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
Eig04_AEA.ed.numeric6 unique values
0 missing
GATS4pnumeric14 unique values
0 missing
Eig04_AEA.ri.numeric4 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
Eig04_EAnumeric3 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
SM02_EA.ri.numeric11 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
SpAD_EA.ri.numeric11 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
GATS1enumeric12 unique values
0 missing
Eig04_EA.ri.numeric4 unique values
0 missing
GATS1snumeric14 unique values
0 missing
Eig05_AEA.bo.numeric7 unique values
0 missing
GATS8pnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
MATS1snumeric12 unique values
0 missing
Eig05_AEA.ed.numeric6 unique values
0 missing
MATS1vnumeric8 unique values
0 missing
Eig05_AEA.ri.numeric5 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
Eig05_EAnumeric5 unique values
0 missing
MATS3pnumeric11 unique values
0 missing
Eig05_EA.bo.numeric6 unique values
0 missing
MATS8pnumeric12 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
Psi_i_1numeric14 unique values
0 missing
Eig05_EA.ed.numeric6 unique values
0 missing
SpMax7_Bh.v.numeric11 unique values
0 missing
Eig05_EA.ri.numeric5 unique values
0 missing
GATS3pnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
AACnumeric11 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
AECCnumeric7 unique values
0 missing
Eig06_AEA.ed.numeric6 unique values
0 missing
AMRnumeric14 unique values
0 missing
Eig06_AEA.ri.numeric5 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig06_EAnumeric5 unique values
0 missing
ARRnumeric5 unique values
0 missing
Eig06_EA.bo.numeric7 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig06_EA.ed.numeric6 unique values
0 missing
ATS1inumeric12 unique values
0 missing
Eig06_EA.ri.numeric5 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric5 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig07_AEA.ed.numeric6 unique values
0 missing
ATS1vnumeric12 unique values
0 missing
Eig07_AEA.ri.numeric4 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig07_EAnumeric4 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS2mnumeric14 unique values
0 missing
Eig07_EA.ed.numeric4 unique values
0 missing
ATS2pnumeric14 unique values
0 missing
Eig07_EA.ri.numeric4 unique values
0 missing
ATS2snumeric12 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig08_AEA.ed.numeric3 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig08_EA.bo.numeric5 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATS4enumeric14 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
ATS4inumeric14 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
Eig09_AEA.ed.numeric7 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS4snumeric14 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig09_EA.bo.numeric10 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig09_EA.ed.numeric7 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig10_AEA.ed.numeric6 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig10_EAnumeric7 unique values
0 missing
ATS6inumeric14 unique values
0 missing
Eig10_EA.bo.numeric9 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig10_EA.ed.numeric6 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
ATS6vnumeric12 unique values
0 missing
Eig11_AEA.dm.numeric5 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig11_AEA.ed.numeric6 unique values
0 missing
ATS7inumeric14 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig12_AEA.bo.numeric11 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
ATS8mnumeric14 unique values
0 missing
Eig12_AEA.ed.numeric6 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
ATS8snumeric14 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig13_AEA.bo.numeric11 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC1mnumeric12 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
ATSC1pnumeric12 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
Eig13_EAnumeric7 unique values
0 missing
ATSC2enumeric11 unique values
0 missing
Eig13_EA.bo.numeric11 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig13_EA.ed.numeric7 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
Eig14_AEA.bo.numeric8 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
Eig14_AEA.ed.numeric7 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
Eig14_EA.bo.numeric9 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eig14_EA.ri.numeric7 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric10 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
Eig15_AEA.dm.numeric13 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
Eig15_EAnumeric6 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eig15_EA.ed.numeric7 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eta_alphanumeric7 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eta_alpha_Anumeric5 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
ATSC8inumeric14 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
BACnumeric7 unique values
0 missing
BBInumeric6 unique values
0 missing
BIC0numeric9 unique values
0 missing
BIC1numeric13 unique values
0 missing
BIC2numeric12 unique values
0 missing
BIC3numeric12 unique values
0 missing
BIC4numeric11 unique values
0 missing
BIC5numeric11 unique values
0 missing
BIDnumeric5 unique values
0 missing
BLInumeric13 unique values
0 missing
BLTA96numeric11 unique values
0 missing
BLTD48numeric11 unique values
0 missing
BLTF96numeric11 unique values
0 missing
C.numeric8 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.003numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
C.006numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric3 unique values
0 missing
C.012numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.024numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
C.026numeric2 unique values
0 missing
C.036numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
CENTnumeric7 unique values
0 missing
Chi0_AEA.bo.numeric7 unique values
0 missing
Chi0_AEA.dm.numeric7 unique values
0 missing
Chi0_AEA.ed.numeric7 unique values
0 missing
Chi0_AEA.ri.numeric7 unique values
0 missing
Chi0_EAnumeric7 unique values
0 missing
Chi0_EA.bo.numeric11 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
Chi0_EA.ed.numeric7 unique values
0 missing
Chi0_EA.ri.numeric11 unique values
0 missing
Chi1_AEA.bo.numeric7 unique values
0 missing
Chi1_AEA.dm.numeric7 unique values
0 missing
Chi1_AEA.ed.numeric7 unique values
0 missing
Chi1_AEA.ri.numeric7 unique values
0 missing
Chi1_EAnumeric7 unique values
0 missing
Chi1_EA.bo.numeric11 unique values
0 missing
Chi1_EA.ed.numeric7 unique values
0 missing
Chi1_EA.ri.numeric11 unique values
0 missing
CIC0numeric11 unique values
0 missing
CIC1numeric13 unique values
0 missing
CIC3numeric12 unique values
0 missing
CIC4numeric12 unique values
0 missing
CIC5numeric11 unique values
0 missing
CIDnumeric7 unique values
0 missing
Cl.086numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric7 unique values
0 missing
DBInumeric6 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
D.Dtr06numeric6 unique values
0 missing
D.Dtr07numeric4 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
D.Dtr11numeric4 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
DECCnumeric7 unique values
0 missing
DELSnumeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
384
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
383
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.74
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
1.83
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
192.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.5
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.65
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
1.21
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
2.9
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
21.51
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.81
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.09
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
2.75
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
27.43
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.14
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.71
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.18
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
0.29
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.18
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.23
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.6
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
2425.14
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
3.79
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
8.53
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.48
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3212
0 runs - estimation_procedure: 50 times Clustering
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