Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4079 (TID: 10711), and it has 66 rows and 397 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.

399 features

pXC50 (target)numeric64 unique values
0 missing
molecule_id (row identifier)nominal66 unique values
0 missing
CATS2D_09_ALnumeric13 unique values
0 missing
Eig01_AEA.ed.numeric36 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
Eig01_AEA.ri.numeric38 unique values
0 missing
CATS2D_09_APnumeric4 unique values
0 missing
Eig01_EA.ed.numeric39 unique values
0 missing
CATS2D_09_DAnumeric5 unique values
0 missing
SM10_AEA.dm.numeric39 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
SpDiam_AEA.ed.numeric59 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
SpDiam_EA.ed.numeric44 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
SpMax_AEA.ed.numeric36 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SpMax_AEA.ri.numeric38 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
SpMax_EA.ed.numeric39 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
AACnumeric59 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
AECCnumeric60 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
ALOGPnumeric63 unique values
0 missing
CENTnumeric64 unique values
0 missing
ALOGP2numeric64 unique values
0 missing
Chi0_AEA.bo.numeric59 unique values
0 missing
AMRnumeric64 unique values
0 missing
Chi0_AEA.dm.numeric59 unique values
0 missing
AMWnumeric62 unique values
0 missing
Chi0_AEA.ed.numeric59 unique values
0 missing
ARRnumeric42 unique values
0 missing
Chi0_AEA.ri.numeric59 unique values
0 missing
ATS1enumeric60 unique values
0 missing
Chi0_EAnumeric59 unique values
0 missing
ATS1inumeric60 unique values
0 missing
Chi0_EA.bo.numeric61 unique values
0 missing
ATS1mnumeric59 unique values
0 missing
Chi0_EA.dm.numeric65 unique values
0 missing
ATS1pnumeric61 unique values
0 missing
Chi0_EA.ed.numeric65 unique values
0 missing
ATS1snumeric66 unique values
0 missing
Chi0_EA.ri.numeric66 unique values
0 missing
ATS1vnumeric60 unique values
0 missing
Chi1_AEA.bo.numeric64 unique values
0 missing
ATS2enumeric64 unique values
0 missing
Chi1_AEA.dm.numeric64 unique values
0 missing
ATS2inumeric62 unique values
0 missing
Chi1_AEA.ed.numeric64 unique values
0 missing
ATS2mnumeric62 unique values
0 missing
Chi1_AEA.ri.numeric64 unique values
0 missing
ATS2pnumeric61 unique values
0 missing
Chi1_EAnumeric64 unique values
0 missing
ATS2snumeric61 unique values
0 missing
Chi1_EA.bo.numeric63 unique values
0 missing
ATS2vnumeric62 unique values
0 missing
Chi1_EA.dm.numeric65 unique values
0 missing
ATS3enumeric63 unique values
0 missing
Chi1_EA.ed.numeric64 unique values
0 missing
ATS3inumeric62 unique values
0 missing
Chi1_EA.ri.numeric66 unique values
0 missing
ATS3mnumeric66 unique values
0 missing
CIC0numeric58 unique values
0 missing
ATS3pnumeric64 unique values
0 missing
CIC1numeric61 unique values
0 missing
ATS3snumeric62 unique values
0 missing
CIC2numeric61 unique values
0 missing
ATS3vnumeric65 unique values
0 missing
CIC3numeric58 unique values
0 missing
ATS4enumeric64 unique values
0 missing
CIC4numeric60 unique values
0 missing
ATS4inumeric64 unique values
0 missing
CIC5numeric58 unique values
0 missing
ATS4mnumeric65 unique values
0 missing
CIDnumeric56 unique values
0 missing
ATS4pnumeric64 unique values
0 missing
Cl.086numeric2 unique values
0 missing
ATS4snumeric64 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ATS4vnumeric63 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS5enumeric65 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS5inumeric62 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS5mnumeric62 unique values
0 missing
CSInumeric61 unique values
0 missing
ATS5pnumeric63 unique values
0 missing
DBInumeric30 unique values
0 missing
ATS5snumeric64 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
ATS5vnumeric65 unique values
0 missing
D.Dtr05numeric36 unique values
0 missing
ATS6enumeric66 unique values
0 missing
D.Dtr06numeric64 unique values
0 missing
ATS6inumeric65 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
ATS6mnumeric65 unique values
0 missing
D.Dtr08numeric5 unique values
0 missing
ATS6pnumeric65 unique values
0 missing
D.Dtr09numeric14 unique values
0 missing
ATS6snumeric65 unique values
0 missing
D.Dtr10numeric11 unique values
0 missing
ATS6vnumeric65 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
ATS7enumeric63 unique values
0 missing
D.Dtr12numeric6 unique values
0 missing
ATS7inumeric65 unique values
0 missing
DECCnumeric62 unique values
0 missing
ATS7mnumeric64 unique values
0 missing
DELSnumeric66 unique values
0 missing
ATS7pnumeric65 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS7snumeric63 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS7vnumeric66 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS8enumeric66 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS8inumeric66 unique values
0 missing
DLS_03numeric4 unique values
0 missing
ATS8mnumeric63 unique values
0 missing
DLS_04numeric9 unique values
0 missing
ATS8pnumeric66 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS8snumeric64 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATS8vnumeric62 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATSC1enumeric54 unique values
0 missing
DLS_consnumeric23 unique values
0 missing
ATSC1inumeric58 unique values
0 missing
Dznumeric53 unique values
0 missing
ATSC1mnumeric62 unique values
0 missing
ECCnumeric60 unique values
0 missing
ATSC1pnumeric61 unique values
0 missing
Eig01_AEA.bo.numeric37 unique values
0 missing
ATSC1snumeric65 unique values
0 missing
Eig01_AEA.dm.numeric36 unique values
0 missing
ATSC1vnumeric62 unique values
0 missing
Eig01_EAnumeric36 unique values
0 missing
ATSC2enumeric61 unique values
0 missing
Eig01_EA.bo.numeric36 unique values
0 missing
ATSC2inumeric60 unique values
0 missing
Eig01_EA.dm.numeric25 unique values
0 missing
ATSC2mnumeric64 unique values
0 missing
Eig01_EA.ri.numeric48 unique values
0 missing
ATSC2pnumeric64 unique values
0 missing
Eig02_AEA.bo.numeric60 unique values
0 missing
ATSC2snumeric66 unique values
0 missing
Eig02_AEA.dm.numeric48 unique values
0 missing
ATSC2vnumeric64 unique values
0 missing
Eig02_AEA.ed.numeric55 unique values
0 missing
ATSC3enumeric64 unique values
0 missing
Eig02_AEA.ri.numeric57 unique values
0 missing
ATSC3inumeric66 unique values
0 missing
Eig02_EAnumeric59 unique values
0 missing
ATSC3mnumeric66 unique values
0 missing
Eig02_EA.bo.numeric56 unique values
0 missing
ATSC3pnumeric65 unique values
0 missing
Eig02_EA.dm.numeric30 unique values
0 missing
ATSC3snumeric66 unique values
0 missing
Eig02_EA.ed.numeric59 unique values
0 missing
ATSC3vnumeric66 unique values
0 missing
Eig02_EA.ri.numeric59 unique values
0 missing
ATSC4enumeric64 unique values
0 missing
Eig03_AEA.bo.numeric48 unique values
0 missing
ATSC4inumeric62 unique values
0 missing
Eig03_AEA.dm.numeric58 unique values
0 missing
ATSC4mnumeric66 unique values
0 missing
Eig03_AEA.ed.numeric55 unique values
0 missing
ATSC4pnumeric66 unique values
0 missing
Eig03_AEA.ri.numeric62 unique values
0 missing
ATSC4snumeric66 unique values
0 missing
Eig03_EAnumeric57 unique values
0 missing
ATSC4vnumeric66 unique values
0 missing
Eig03_EA.bo.numeric46 unique values
0 missing
ATSC5enumeric65 unique values
0 missing
Eig03_EA.dm.numeric29 unique values
0 missing
ATSC5inumeric64 unique values
0 missing
Eig03_EA.ed.numeric59 unique values
0 missing
ATSC5mnumeric66 unique values
0 missing
Eig03_EA.ri.numeric61 unique values
0 missing
ATSC5pnumeric66 unique values
0 missing
Eig04_AEA.bo.numeric61 unique values
0 missing
ATSC5snumeric66 unique values
0 missing
Eig04_AEA.dm.numeric57 unique values
0 missing
ATSC5vnumeric66 unique values
0 missing
Eig04_AEA.ed.numeric58 unique values
0 missing
ATSC6enumeric63 unique values
0 missing
Eig04_AEA.ri.numeric61 unique values
0 missing
ATSC6inumeric64 unique values
0 missing
Eig04_EAnumeric63 unique values
0 missing
ATSC6mnumeric66 unique values
0 missing
Eig04_EA.bo.numeric62 unique values
0 missing
ATSC6pnumeric66 unique values
0 missing
Eig04_EA.dm.numeric18 unique values
0 missing
ATSC6snumeric66 unique values
0 missing
Eig04_EA.ed.numeric62 unique values
0 missing
ATSC6vnumeric65 unique values
0 missing
Eig04_EA.ri.numeric59 unique values
0 missing
ATSC7enumeric62 unique values
0 missing
Eig05_AEA.bo.numeric60 unique values
0 missing
ATSC7inumeric65 unique values
0 missing
Eig05_AEA.dm.numeric56 unique values
0 missing
ATSC7mnumeric66 unique values
0 missing
Eig05_AEA.ed.numeric62 unique values
0 missing
ATSC7pnumeric66 unique values
0 missing
Eig05_AEA.ri.numeric64 unique values
0 missing
ATSC7snumeric66 unique values
0 missing
Eig05_EAnumeric62 unique values
0 missing
ATSC7vnumeric66 unique values
0 missing
Eig05_EA.bo.numeric58 unique values
0 missing
ATSC8enumeric65 unique values
0 missing
Eig05_EA.dm.numeric20 unique values
0 missing
ATSC8inumeric65 unique values
0 missing
Eig05_EA.ed.numeric65 unique values
0 missing
ATSC8mnumeric66 unique values
0 missing
Eig05_EA.ri.numeric64 unique values
0 missing
ATSC8pnumeric66 unique values
0 missing
Eig06_AEA.bo.numeric53 unique values
0 missing
ATSC8snumeric66 unique values
0 missing
Eig06_AEA.dm.numeric60 unique values
0 missing
ATSC8vnumeric66 unique values
0 missing
Eig06_AEA.ed.numeric59 unique values
0 missing
BACnumeric39 unique values
0 missing
Eig06_AEA.ri.numeric55 unique values
0 missing
BBInumeric33 unique values
0 missing
Eig06_EAnumeric55 unique values
0 missing
BIC0numeric52 unique values
0 missing
Eig06_EA.bo.numeric56 unique values
0 missing
BIC1numeric49 unique values
0 missing
Eig06_EA.dm.numeric15 unique values
0 missing
BIC2numeric48 unique values
0 missing
Eig06_EA.ed.numeric61 unique values
0 missing
BIC3numeric46 unique values
0 missing
Eig06_EA.ri.numeric59 unique values
0 missing
BIC4numeric50 unique values
0 missing
Eig07_AEA.bo.numeric54 unique values
0 missing
BIC5numeric50 unique values
0 missing
Eig07_AEA.dm.numeric59 unique values
0 missing
BIDnumeric44 unique values
0 missing
Eig07_AEA.ed.numeric57 unique values
0 missing
BLInumeric61 unique values
0 missing
Eig07_AEA.ri.numeric61 unique values
0 missing
BLTA96numeric59 unique values
0 missing
Eig07_EAnumeric58 unique values
0 missing
BLTD48numeric60 unique values
0 missing
Eig07_EA.bo.numeric55 unique values
0 missing
BLTF96numeric60 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
Br.094numeric3 unique values
0 missing
Eig07_EA.ed.numeric60 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig07_EA.ri.numeric57 unique values
0 missing
C.numeric44 unique values
0 missing
Eig08_AEA.bo.numeric45 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig08_AEA.dm.numeric55 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig08_AEA.ed.numeric51 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig08_AEA.ri.numeric51 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig08_EAnumeric49 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig08_EA.bo.numeric49 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig08_EA.dm.numeric6 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig08_EA.ed.numeric52 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig08_EA.ri.numeric51 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig09_AEA.bo.numeric60 unique values
0 missing
C.016numeric4 unique values
0 missing
Eig09_AEA.dm.numeric50 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig09_AEA.ed.numeric52 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig09_AEA.ri.numeric55 unique values
0 missing
C.020numeric2 unique values
0 missing
Eig09_EAnumeric53 unique values
0 missing
C.021numeric2 unique values
0 missing
C.022numeric2 unique values
0 missing
C.024numeric12 unique values
0 missing
C.025numeric7 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.030numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric5 unique values
0 missing
C.035numeric3 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric4 unique values
0 missing
CATS2D_01_ANnumeric5 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric17 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_LLnumeric20 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
CATS2D_02_PLnumeric5 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric14 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_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric17 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_APnumeric4 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
CATS2D_04_NLnumeric5 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric9 unique values
0 missing
CATS2D_05_ALnumeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
CATS2D_05_DAnumeric8 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_05_NNnumeric2 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
CATS2D_05_PPnumeric2 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric8 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric6 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric8 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
CATS2D_07_PNnumeric2 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
CATS2D_08_ALnumeric17 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 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_DNnumeric2 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
CATS2D_08_LLnumeric13 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
66
Number of instances (rows) of the dataset.
NumberOfFeatures
399
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
398
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
6.05
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.96
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
1.53
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.37
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
6.41
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
0.74
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.47
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.48
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
66
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.66
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
1171.26
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
7.42
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
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.18
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.28
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.25
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
8.12
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.49
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
731.52
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.57
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
0.36
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
8.96
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
11.87
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.19
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.22
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.3
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-CHEMBL4079
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4079
0 runs - estimation_procedure: 50 times Clustering
Define a new task