Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127

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: CHEMBL1743127 (TID: 104068), and it has 31 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)numeric28 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
Chi1_EA.ed.numeric31 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
Chi1_EA.ri.numeric31 unique values
0 missing
P_VSA_LogP_2numeric29 unique values
0 missing
CIC0numeric29 unique values
0 missing
BLTA96numeric30 unique values
0 missing
CIC1numeric31 unique values
0 missing
BLTD48numeric30 unique values
0 missing
CIC2numeric31 unique values
0 missing
BLTF96numeric30 unique values
0 missing
CIC3numeric31 unique values
0 missing
MLOGPnumeric30 unique values
0 missing
CIC4numeric31 unique values
0 missing
MLOGP2numeric31 unique values
0 missing
CIC5numeric31 unique values
0 missing
AACnumeric30 unique values
0 missing
CIDnumeric29 unique values
0 missing
AECCnumeric31 unique values
0 missing
Cl.089numeric4 unique values
0 missing
ALOGPnumeric31 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ALOGP2numeric31 unique values
0 missing
CMC.80numeric2 unique values
0 missing
AMRnumeric31 unique values
0 missing
cRo5numeric2 unique values
0 missing
AMWnumeric31 unique values
0 missing
CSInumeric31 unique values
0 missing
ARRnumeric27 unique values
0 missing
DBInumeric27 unique values
0 missing
ATS1enumeric29 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
ATS1inumeric31 unique values
0 missing
D.Dtr06numeric30 unique values
0 missing
ATS1mnumeric31 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
ATS1pnumeric31 unique values
0 missing
D.Dtr09numeric12 unique values
0 missing
ATS1snumeric30 unique values
0 missing
D.Dtr10numeric12 unique values
0 missing
ATS1vnumeric31 unique values
0 missing
D.Dtr11numeric4 unique values
0 missing
ATS2enumeric30 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
ATS2inumeric31 unique values
0 missing
DECCnumeric31 unique values
0 missing
ATS2mnumeric31 unique values
0 missing
DELSnumeric31 unique values
0 missing
ATS2pnumeric30 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS3enumeric31 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS3inumeric30 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
DLS_04numeric6 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS3snumeric31 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS3vnumeric31 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS4enumeric31 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Dznumeric30 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
ECCnumeric31 unique values
0 missing
ATS4pnumeric30 unique values
0 missing
Eig01_AEA.bo.numeric31 unique values
0 missing
ATS4snumeric31 unique values
0 missing
Eig01_AEA.dm.numeric29 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
Eig01_AEA.ed.numeric31 unique values
0 missing
ATS5enumeric31 unique values
0 missing
Eig01_AEA.ri.numeric31 unique values
0 missing
ATS5inumeric30 unique values
0 missing
Eig01_EAnumeric31 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
Eig01_EA.bo.numeric31 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
Eig01_EA.dm.numeric26 unique values
0 missing
ATS5snumeric30 unique values
0 missing
Eig01_EA.ed.numeric31 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig02_AEA.bo.numeric31 unique values
0 missing
ATS6inumeric30 unique values
0 missing
Eig02_AEA.dm.numeric31 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig02_AEA.ed.numeric29 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
ATS6snumeric30 unique values
0 missing
Eig02_EAnumeric29 unique values
0 missing
ATS6vnumeric30 unique values
0 missing
Eig02_EA.bo.numeric31 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig02_EA.dm.numeric23 unique values
0 missing
ATS7inumeric31 unique values
0 missing
Eig02_EA.ed.numeric30 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
Eig02_EA.ri.numeric31 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
Eig03_AEA.bo.numeric30 unique values
0 missing
ATS7snumeric31 unique values
0 missing
Eig03_AEA.dm.numeric31 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
Eig03_AEA.ed.numeric31 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
ATS8inumeric31 unique values
0 missing
Eig03_EAnumeric30 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig03_EA.bo.numeric31 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig03_EA.dm.numeric20 unique values
0 missing
ATS8snumeric31 unique values
0 missing
Eig03_EA.ed.numeric31 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig03_EA.ri.numeric31 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig04_AEA.bo.numeric31 unique values
0 missing
ATSC1inumeric30 unique values
0 missing
Eig04_AEA.dm.numeric30 unique values
0 missing
ATSC1mnumeric31 unique values
0 missing
Eig04_AEA.ed.numeric31 unique values
0 missing
ATSC1pnumeric31 unique values
0 missing
Eig04_AEA.ri.numeric31 unique values
0 missing
ATSC1snumeric31 unique values
0 missing
Eig04_EAnumeric29 unique values
0 missing
ATSC1vnumeric31 unique values
0 missing
Eig04_EA.bo.numeric30 unique values
0 missing
ATSC2enumeric30 unique values
0 missing
Eig04_EA.dm.numeric18 unique values
0 missing
ATSC2inumeric31 unique values
0 missing
Eig04_EA.ed.numeric31 unique values
0 missing
ATSC2mnumeric31 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
ATSC2pnumeric31 unique values
0 missing
Eig05_AEA.bo.numeric30 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig05_AEA.dm.numeric30 unique values
0 missing
ATSC2vnumeric31 unique values
0 missing
Eig05_AEA.ed.numeric31 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
Eig05_AEA.ri.numeric31 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ATSC3mnumeric31 unique values
0 missing
Eig05_EA.bo.numeric31 unique values
0 missing
ATSC3pnumeric31 unique values
0 missing
Eig05_EA.dm.numeric18 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
Eig05_EA.ed.numeric31 unique values
0 missing
ATSC3vnumeric31 unique values
0 missing
Eig05_EA.ri.numeric31 unique values
0 missing
ATSC4enumeric31 unique values
0 missing
Eig06_AEA.bo.numeric31 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
Eig06_AEA.dm.numeric31 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Eig06_AEA.ed.numeric31 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Eig06_AEA.ri.numeric31 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
Eig06_EAnumeric30 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
Eig06_EA.bo.numeric31 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
Eig06_EA.dm.numeric12 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
Eig06_EA.ed.numeric31 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
Eig06_EA.ri.numeric31 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig07_AEA.bo.numeric29 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
Eig07_AEA.dm.numeric31 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
Eig07_AEA.ed.numeric31 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
Eig07_EAnumeric31 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig07_EA.bo.numeric30 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig07_EA.dm.numeric11 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
Eig07_EA.ed.numeric31 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
Eig07_EA.ri.numeric31 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig08_AEA.bo.numeric28 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
Eig08_AEA.dm.numeric31 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig08_AEA.ed.numeric31 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig08_AEA.ri.numeric30 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
Eig08_EAnumeric30 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig08_EA.bo.numeric28 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
Eig08_EA.dm.numeric7 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
Eig09_AEA.bo.numeric29 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
Eig09_AEA.dm.numeric30 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
Eig09_AEA.ed.numeric31 unique values
0 missing
BACnumeric22 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
BBInumeric27 unique values
0 missing
Eig09_EAnumeric30 unique values
0 missing
BIC0numeric29 unique values
0 missing
Eig09_EA.bo.numeric29 unique values
0 missing
BIC1numeric30 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
BIC2numeric29 unique values
0 missing
Eig09_EA.ed.numeric31 unique values
0 missing
BIC3numeric29 unique values
0 missing
Eig09_EA.ri.numeric30 unique values
0 missing
BIC4numeric29 unique values
0 missing
Eig10_AEA.bo.numeric30 unique values
0 missing
BIC5numeric29 unique values
0 missing
Eig10_AEA.dm.numeric30 unique values
0 missing
BIDnumeric29 unique values
0 missing
Eig10_AEA.ed.numeric29 unique values
0 missing
BLInumeric30 unique values
0 missing
Eig10_AEA.ri.numeric28 unique values
0 missing
C.numeric27 unique values
0 missing
Eig10_EAnumeric26 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
C.002numeric10 unique values
0 missing
Eig10_EA.ed.numeric27 unique values
0 missing
C.003numeric5 unique values
0 missing
Eig10_EA.ri.numeric28 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig11_AEA.bo.numeric31 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
C.006numeric9 unique values
0 missing
C.008numeric5 unique values
0 missing
C.010numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.020numeric2 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.024numeric9 unique values
0 missing
C.025numeric7 unique values
0 missing
C.026numeric7 unique values
0 missing
C.027numeric4 unique values
0 missing
C.028numeric3 unique values
0 missing
C.029numeric3 unique values
0 missing
C.032numeric3 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
C.039numeric3 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric4 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_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 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_AAnumeric7 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
CATS2D_02_DDnumeric6 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
CATS2D_02_LLnumeric19 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
CATS2D_02_PPnumeric2 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
CATS2D_03_ALnumeric15 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
CATS2D_04_ALnumeric15 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric18 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric15 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
CATS2D_07_LLnumeric18 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric4 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
CATS2D_09_DLnumeric8 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CENTnumeric31 unique values
0 missing
Chi0_AEA.bo.numeric31 unique values
0 missing
Chi0_AEA.dm.numeric31 unique values
0 missing
Chi0_AEA.ed.numeric31 unique values
0 missing
Chi0_AEA.ri.numeric31 unique values
0 missing
Chi0_EAnumeric31 unique values
0 missing
Chi0_EA.bo.numeric31 unique values
0 missing
Chi0_EA.dm.numeric31 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
Chi0_EA.ri.numeric31 unique values
0 missing
Chi1_AEA.bo.numeric31 unique values
0 missing
Chi1_AEA.dm.numeric31 unique values
0 missing
Chi1_AEA.ed.numeric31 unique values
0 missing
Chi1_AEA.ri.numeric31 unique values
0 missing
Chi1_EAnumeric31 unique values
0 missing
Chi1_EA.bo.numeric31 unique values
0 missing
Chi1_EA.dm.numeric31 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
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
5.57
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.6
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1561.05
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.58
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.44
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
0.71
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
3.63
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
15.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.12
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.39
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.26
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
0.13
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
12.39
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.03
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.81
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
10.26
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
0.46
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.89
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.71
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.43
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
1806.45
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
2.58
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
5.65
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.87
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-CHEMBL1743127
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1743127
0 runs - estimation_procedure: 50 times Clustering
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