Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408

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: CHEMBL2408 (TID: 11186), and it has 21 rows and 377 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.

379 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
Eig03_EAnumeric15 unique values
0 missing
Hynumeric19 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
P_VSA_s_4numeric13 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
ALOGPnumeric21 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
ALOGP2numeric21 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
BLTA96numeric20 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
BLTD48numeric20 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
BLTF96numeric19 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
MLOGPnumeric20 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
MLOGP2numeric20 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
MATS1enumeric19 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
GATS1enumeric18 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
GATS3pnumeric20 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
GATS1snumeric21 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
AACnumeric18 unique values
0 missing
Eig05_AEA.ed.numeric14 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
AMRnumeric21 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
AMWnumeric20 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
ARRnumeric15 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATS1enumeric20 unique values
0 missing
Eig05_EA.ri.numeric20 unique values
0 missing
ATS1inumeric18 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
ATS1pnumeric20 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
ATS1snumeric20 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
ATS1vnumeric19 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
ATS2inumeric18 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
Eig06_EA.ri.numeric21 unique values
0 missing
ATS2pnumeric21 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
ATS2vnumeric21 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
ATS3enumeric21 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
ATS3inumeric19 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
ATS3mnumeric21 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
ATS3pnumeric19 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
ATS3snumeric21 unique values
0 missing
Eig07_EA.ri.numeric19 unique values
0 missing
ATS3vnumeric21 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
ATS4pnumeric20 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS4snumeric20 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
ATS4vnumeric19 unique values
0 missing
Eig08_EA.ed.numeric14 unique values
0 missing
ATS5enumeric21 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
ATS5inumeric19 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
ATS5mnumeric20 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATS5snumeric21 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
ATS5vnumeric21 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATS6enumeric21 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATS6mnumeric21 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATS6pnumeric20 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
ATS6snumeric21 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATS6vnumeric21 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATS7enumeric21 unique values
0 missing
Eig10_AEA.ri.numeric9 unique values
0 missing
ATS7inumeric19 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ATS7pnumeric20 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATS7snumeric21 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
ATS7vnumeric21 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
ATS8inumeric20 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig11_AEA.ri.numeric11 unique values
0 missing
ATS8pnumeric20 unique values
0 missing
Eig11_EAnumeric12 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
ATSC1inumeric20 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
ATSC1mnumeric20 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
ATSC1snumeric21 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
ATSC1vnumeric20 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
ATSC2inumeric21 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
ATSC2mnumeric21 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
ATSC2pnumeric21 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
ATSC2snumeric21 unique values
0 missing
Eig13_AEA.dm.numeric15 unique values
0 missing
ATSC2vnumeric21 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
ATSC3inumeric20 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
ATSC3mnumeric21 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
ATSC3pnumeric21 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
ATSC3snumeric21 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATSC3vnumeric21 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
ATSC4enumeric21 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
ATSC4inumeric21 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
ATSC4mnumeric21 unique values
0 missing
Eig14_AEA.ri.numeric15 unique values
0 missing
ATSC4pnumeric21 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
ATSC4snumeric21 unique values
0 missing
Eig14_EA.bo.numeric18 unique values
0 missing
ATSC4vnumeric21 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
ATSC5enumeric21 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
ATSC5inumeric21 unique values
0 missing
Eig15_AEA.bo.numeric14 unique values
0 missing
ATSC5mnumeric21 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
ATSC5pnumeric21 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
ATSC5snumeric21 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
ATSC5vnumeric20 unique values
0 missing
Eig15_EAnumeric14 unique values
0 missing
ATSC6enumeric20 unique values
0 missing
Eig15_EA.bo.numeric16 unique values
0 missing
ATSC6inumeric21 unique values
0 missing
Eig15_EA.ed.numeric17 unique values
0 missing
ATSC6mnumeric21 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
ATSC6pnumeric21 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
ATSC6snumeric21 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
ATSC6vnumeric21 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
Eta_betanumeric19 unique values
0 missing
ATSC7mnumeric21 unique values
0 missing
Eta_beta_Anumeric19 unique values
0 missing
ATSC7pnumeric21 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
ATSC7snumeric21 unique values
0 missing
Eta_betaP_Anumeric19 unique values
0 missing
ATSC7vnumeric21 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
Eta_Cnumeric21 unique values
0 missing
ATSC8mnumeric21 unique values
0 missing
Eta_C_Anumeric21 unique values
0 missing
ATSC8pnumeric21 unique values
0 missing
Eta_epsinumeric20 unique values
0 missing
ATSC8snumeric21 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
ATSC8vnumeric21 unique values
0 missing
Eta_Fnumeric21 unique values
0 missing
BACnumeric11 unique values
0 missing
Eta_F_Anumeric21 unique values
0 missing
BBInumeric14 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eta_Lnumeric21 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eta_L_Anumeric20 unique values
0 missing
BIC3numeric19 unique values
0 missing
Eta_sh_pnumeric18 unique values
0 missing
BIC4numeric15 unique values
0 missing
Eta_sh_xnumeric18 unique values
0 missing
BIC5numeric15 unique values
0 missing
BIDnumeric16 unique values
0 missing
BLInumeric20 unique values
0 missing
C.numeric18 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.024numeric3 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric2 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_LLnumeric9 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_ALnumeric12 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_APnumeric4 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric17 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
Chi0_EA.dm.numeric15 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
Chi0_EA.ri.numeric21 unique values
0 missing
Chi1_AEA.bo.numeric17 unique values
0 missing
Chi1_AEA.dm.numeric17 unique values
0 missing
Chi1_AEA.ed.numeric17 unique values
0 missing
Chi1_AEA.ri.numeric17 unique values
0 missing
Chi1_EAnumeric17 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
Chi1_EA.ed.numeric17 unique values
0 missing
Chi1_EA.ri.numeric21 unique values
0 missing
CIC0numeric20 unique values
0 missing
CIC1numeric20 unique values
0 missing
CIC2numeric19 unique values
0 missing
CIC3numeric17 unique values
0 missing
CIC4numeric19 unique values
0 missing
CIC5numeric19 unique values
0 missing
CIDnumeric16 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
CSInumeric17 unique values
0 missing
DBInumeric12 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
DECCnumeric17 unique values
0 missing
DELSnumeric21 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric3 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Dznumeric19 unique values
0 missing
ECCnumeric17 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
Eig02_AEA.ed.numeric5 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
Eig02_EA.ri.numeric8 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
Eig03_AEA.dm.numeric19 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
379
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
378
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
0.84
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
0.37
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
13.46
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.3
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.61
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
-0.5
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
18.05
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.29
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.85
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
3.59
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
0.32
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.21
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.32
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.17
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
1284.19
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
0.37
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
6
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.97
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
4.58
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
0.81
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
504.75
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.9
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.25
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-CHEMBL2408
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2408
0 runs - estimation_procedure: 50 times Clustering
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