Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077

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: CHEMBL3077 (TID: 10745), and it has 15 rows and 394 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.

396 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal15 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
BLTA96numeric14 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
BLTD48numeric14 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
BLTF96numeric14 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
Eig05_AEA.bo.numeric14 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eig05_EA.bo.numeric14 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GGI6numeric10 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
MLOGPnumeric14 unique values
0 missing
CATS2D_04_DPnumeric3 unique values
0 missing
MLOGP2numeric14 unique values
0 missing
CATS2D_04_PPnumeric2 unique values
0 missing
piPC08numeric14 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
piPC10numeric14 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
SM03_AEA.bo.numeric14 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
SM12_AEA.bo.numeric13 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
SM15_AEA.ri.numeric14 unique values
0 missing
CATS2D_05_LLnumeric3 unique values
0 missing
SsNH2numeric13 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
X2solnumeric14 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
SM11_AEA.bo.numeric13 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
GATS4snumeric15 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
P_VSA_e_2numeric15 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
P_VSA_p_3numeric15 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
P_VSA_s_3numeric13 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
P_VSA_v_3numeric15 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
SM04_AEA.bo.numeric14 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
SM04_EA.bo.numeric14 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
SM05_AEA.bo.numeric14 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SM06_AEA.bo.numeric14 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
SM06_EA.bo.numeric14 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SM07_AEA.bo.numeric14 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
SM08_AEA.bo.numeric14 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
SM08_EA.bo.numeric13 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
SM10_AEA.bo.numeric12 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
SpMax2_Bh.e.numeric15 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
SpMax2_Bh.i.numeric15 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
SpMax2_Bh.m.numeric15 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
SpMax2_Bh.p.numeric15 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
SpMax2_Bh.v.numeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SpMin1_Bh.e.numeric12 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
SpMin1_Bh.i.numeric12 unique values
0 missing
CENTnumeric12 unique values
0 missing
SpMin2_Bh.i.numeric15 unique values
0 missing
Chi0_AEA.bo.numeric13 unique values
0 missing
ZM2Kupnumeric15 unique values
0 missing
Chi0_AEA.dm.numeric13 unique values
0 missing
ZM2MulPernumeric15 unique values
0 missing
Chi0_AEA.ed.numeric13 unique values
0 missing
ZM2Pernumeric15 unique values
0 missing
Chi0_AEA.ri.numeric13 unique values
0 missing
ZM2Vnumeric15 unique values
0 missing
Chi0_EAnumeric13 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Chi0_EA.dm.numeric12 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
Chi0_EA.ri.numeric15 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
Eig05_AEA.ri.numeric15 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
Eig05_EA.ri.numeric15 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
Eig07_AEA.ed.numeric13 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
GATS4inumeric15 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
GATS5inumeric15 unique values
0 missing
CIC0numeric14 unique values
0 missing
GATS5pnumeric15 unique values
0 missing
CIC1numeric14 unique values
0 missing
GATS6pnumeric15 unique values
0 missing
CIC2numeric15 unique values
0 missing
MATS5pnumeric15 unique values
0 missing
CIC3numeric15 unique values
0 missing
MATS7mnumeric15 unique values
0 missing
CIC4numeric15 unique values
0 missing
MPC08numeric13 unique values
0 missing
CIC5numeric15 unique values
0 missing
MWC06numeric13 unique values
0 missing
CIDnumeric13 unique values
0 missing
MWC07numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
piPC02numeric12 unique values
0 missing
CMC.80numeric2 unique values
0 missing
piPC03numeric13 unique values
0 missing
CSInumeric13 unique values
0 missing
piPC04numeric12 unique values
0 missing
DBInumeric11 unique values
0 missing
piPC05numeric13 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
piPC06numeric13 unique values
0 missing
DECCnumeric13 unique values
0 missing
piPC07numeric13 unique values
0 missing
DELSnumeric15 unique values
0 missing
piPC09numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM02_AEA.bo.numeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM02_AEA.ed.numeric13 unique values
0 missing
DLS_02numeric3 unique values
0 missing
SM02_EA.bo.numeric12 unique values
0 missing
DLS_03numeric2 unique values
0 missing
SM13_AEA.bo.numeric13 unique values
0 missing
DLS_04numeric4 unique values
0 missing
SM14_AEA.dm.numeric12 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpAD_EA.ed.numeric13 unique values
0 missing
DLS_06numeric2 unique values
0 missing
SRW06numeric12 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
X2numeric13 unique values
0 missing
Dznumeric14 unique values
0 missing
X3solnumeric14 unique values
0 missing
ECCnumeric13 unique values
0 missing
ZM2Madnumeric15 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
ATSC3snumeric15 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
ATSC5snumeric15 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
ATSC6snumeric15 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
C.numeric13 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
GATS5vnumeric14 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
GATS6vnumeric15 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
GGI5numeric9 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
JGI6numeric12 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
O.numeric13 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
P_VSA_i_2numeric14 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
P_VSA_m_2numeric14 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
SpMin1_Bh.m.numeric15 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
SpMin2_Bh.e.numeric15 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
SpMin2_Bh.p.numeric15 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATSC7snumeric15 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
ATS6snumeric15 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
GGI4numeric9 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
MATS7enumeric15 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
MATS7snumeric15 unique values
0 missing
Eig07_AEA.bo.numeric14 unique values
0 missing
piIDnumeric12 unique values
0 missing
Eig07_AEA.dm.numeric15 unique values
0 missing
piPC01numeric10 unique values
0 missing
Eig07_AEA.ri.numeric15 unique values
0 missing
SCBOnumeric10 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
SM03_EA.ri.numeric9 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
SpAD_EA.bo.numeric14 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
X3vnumeric15 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
X4solnumeric14 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
X5solnumeric14 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
ZM1Madnumeric15 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
AECCnumeric13 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
AMWnumeric14 unique values
0 missing
ARRnumeric12 unique values
0 missing
ATS1enumeric14 unique values
0 missing
ATS1inumeric14 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
ATS1snumeric15 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
ATS2enumeric14 unique values
0 missing
ATS2inumeric14 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
ATS2snumeric15 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
ATS3enumeric15 unique values
0 missing
ATS3inumeric15 unique values
0 missing
ATS3pnumeric15 unique values
0 missing
ATS3snumeric15 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
ATS4enumeric15 unique values
0 missing
ATS4inumeric14 unique values
0 missing
ATS4mnumeric15 unique values
0 missing
ATS4pnumeric15 unique values
0 missing
ATS4snumeric15 unique values
0 missing
ATS4vnumeric15 unique values
0 missing
ATS5enumeric15 unique values
0 missing
ATS5inumeric15 unique values
0 missing
ATS5mnumeric15 unique values
0 missing
ATS5pnumeric15 unique values
0 missing
ATS5snumeric15 unique values
0 missing
ATS5vnumeric15 unique values
0 missing
ATS6enumeric15 unique values
0 missing
ATS6inumeric15 unique values
0 missing
ATS6mnumeric15 unique values
0 missing
ATS6pnumeric15 unique values
0 missing
ATS6vnumeric15 unique values
0 missing
ATS7enumeric15 unique values
0 missing
ATS7inumeric15 unique values
0 missing
ATS7mnumeric15 unique values
0 missing
ATS7pnumeric15 unique values
0 missing
ATS7snumeric15 unique values
0 missing
ATS7vnumeric15 unique values
0 missing
ATS8enumeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
ATS8snumeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
ATSC2snumeric15 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
ATSC3mnumeric15 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
ATSC4enumeric15 unique values
0 missing
ATSC4inumeric15 unique values
0 missing
ATSC4mnumeric15 unique values
0 missing
ATSC4pnumeric15 unique values
0 missing
ATSC4snumeric15 unique values
0 missing
ATSC4vnumeric15 unique values
0 missing
ATSC5enumeric15 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
ATSC5mnumeric15 unique values
0 missing
ATSC5pnumeric15 unique values
0 missing
ATSC5vnumeric15 unique values
0 missing
ATSC6enumeric15 unique values
0 missing
ATSC6inumeric15 unique values
0 missing
ATSC6mnumeric15 unique values
0 missing
ATSC6pnumeric15 unique values
0 missing
ATSC6vnumeric15 unique values
0 missing
ATSC7inumeric15 unique values
0 missing
ATSC7mnumeric15 unique values
0 missing
ATSC7pnumeric15 unique values
0 missing
ATSC7vnumeric15 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
ATSC8inumeric15 unique values
0 missing
ATSC8mnumeric15 unique values
0 missing
ATSC8pnumeric15 unique values
0 missing
ATSC8snumeric15 unique values
0 missing
ATSC8vnumeric15 unique values
0 missing
BACnumeric10 unique values
0 missing
BBInumeric10 unique values
0 missing
BIC0numeric13 unique values
0 missing
BIC1numeric14 unique values
0 missing
BIC3numeric14 unique values
0 missing
BIC4numeric14 unique values
0 missing
BIC5numeric15 unique values
0 missing
BIDnumeric12 unique values
0 missing
BLInumeric15 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric4 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
C.008numeric4 unique values
0 missing
C.011numeric2 unique values
0 missing
C.019numeric2 unique values
0 missing
C.020numeric2 unique values
0 missing
C.024numeric2 unique values
0 missing
C.025numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
C.032numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
15
Number of instances (rows) of the dataset.
NumberOfFeatures
396
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
395
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
0.82
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
2.27
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
10.51
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.17
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.25
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
0.45
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
26.4
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.57
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.5
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
2.7
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
0.47
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.31
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
15
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.75
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
382.1
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
2.36
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
5.16
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.87
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
3.87
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
1.24
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
154.96
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.29
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.13
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-CHEMBL3077
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3077
0 runs - estimation_procedure: 50 times Clustering
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