Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL4800 (TID: 11810), and it has 26 rows and 402 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.

404 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal26 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
CIC0numeric22 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
MATS6pnumeric24 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
SpMin3_Bh.m.numeric20 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
MATS6inumeric23 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
P_VSA_e_1numeric11 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
P_VSA_m_1numeric11 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
P_VSA_p_1numeric11 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
P_VSA_s_2numeric11 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
P_VSA_v_1numeric11 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
Eta_betaS_Anumeric19 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SIC0numeric19 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
SpMin3_Bh.p.numeric22 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
Eig02_EA.dm.numeric11 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
SpMax4_Bh.i.numeric25 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
ATS4inumeric24 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
ATS5enumeric25 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
ATS5inumeric25 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
ATS5snumeric25 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
ATS6enumeric25 unique values
0 missing
CATS2D_09_DLnumeric9 unique values
0 missing
ATS6inumeric26 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
ATS6snumeric26 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
ATS8enumeric26 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
ATS8inumeric25 unique values
0 missing
CENTnumeric24 unique values
0 missing
ATSC1mnumeric24 unique values
0 missing
Chi0_AEA.bo.numeric23 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
Chi0_AEA.dm.numeric23 unique values
0 missing
ATSC2vnumeric25 unique values
0 missing
Chi0_AEA.ed.numeric23 unique values
0 missing
ATSC4vnumeric26 unique values
0 missing
Chi0_AEA.ri.numeric23 unique values
0 missing
ATSC5vnumeric26 unique values
0 missing
Chi0_EAnumeric23 unique values
0 missing
ATSC6snumeric26 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
ATSC8inumeric26 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
ATSC8vnumeric26 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
BIC1numeric22 unique values
0 missing
Chi0_EA.ri.numeric26 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
Chi1_AEA.bo.numeric23 unique values
0 missing
CIC1numeric24 unique values
0 missing
Chi1_AEA.dm.numeric23 unique values
0 missing
CIC2numeric24 unique values
0 missing
Chi1_AEA.ed.numeric23 unique values
0 missing
ISIZnumeric15 unique values
0 missing
Chi1_AEA.ri.numeric23 unique values
0 missing
nATnumeric15 unique values
0 missing
Chi1_EAnumeric23 unique values
0 missing
nHnumeric11 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
ON1Vnumeric26 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
PHInumeric24 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
P_VSA_i_3numeric20 unique values
0 missing
Chi1_EA.ri.numeric26 unique values
0 missing
S1Knumeric23 unique values
0 missing
CIC3numeric25 unique values
0 missing
S2Knumeric24 unique values
0 missing
CIC5numeric23 unique values
0 missing
Senumeric22 unique values
0 missing
CIDnumeric22 unique values
0 missing
Sinumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SIC1numeric22 unique values
0 missing
cRo5numeric2 unique values
0 missing
SIC2numeric23 unique values
0 missing
CSInumeric24 unique values
0 missing
SpMax5_Bh.e.numeric20 unique values
0 missing
DBInumeric14 unique values
0 missing
SpMax5_Bh.i.numeric24 unique values
0 missing
D.Dtr05numeric17 unique values
0 missing
SpMax6_Bh.e.numeric24 unique values
0 missing
D.Dtr06numeric22 unique values
0 missing
SpMax6_Bh.i.numeric24 unique values
0 missing
D.Dtr07numeric7 unique values
0 missing
SpMax8_Bh.i.numeric25 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
SpMin3_Bh.v.numeric21 unique values
0 missing
D.Dtr10numeric10 unique values
0 missing
SpMin5_Bh.m.numeric23 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
SpMin6_Bh.e.numeric25 unique values
0 missing
DECCnumeric23 unique values
0 missing
SpMin8_Bh.p.numeric21 unique values
0 missing
DELSnumeric26 unique values
0 missing
SpMin8_Bh.v.numeric20 unique values
0 missing
DLS_01numeric4 unique values
0 missing
TIC4numeric25 unique values
0 missing
DLS_02numeric4 unique values
0 missing
TIC5numeric25 unique values
0 missing
DLS_03numeric5 unique values
0 missing
TIEnumeric26 unique values
0 missing
DLS_04numeric5 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
DLS_06numeric6 unique values
0 missing
SM07_EA.dm.numeric14 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMWnumeric22 unique values
0 missing
DLS_consnumeric12 unique values
0 missing
BIC0numeric21 unique values
0 missing
Dznumeric15 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
ECCnumeric23 unique values
0 missing
CIC4numeric24 unique values
0 missing
Eig01_AEA.bo.numeric21 unique values
0 missing
Menumeric16 unique values
0 missing
Eig01_AEA.dm.numeric21 unique values
0 missing
PJI2numeric5 unique values
0 missing
Eig01_AEA.ed.numeric19 unique values
0 missing
P_VSA_m_2numeric25 unique values
0 missing
Eig01_AEA.ri.numeric25 unique values
0 missing
P_VSA_MR_1numeric12 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
SpMaxA_AEA.dm.numeric15 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
SM06_EA.dm.numeric14 unique values
0 missing
Eig01_EA.ed.numeric22 unique values
0 missing
SM08_EA.dm.numeric14 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
SM09_EA.dm.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
SM10_EA.dm.numeric14 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
GATS6inumeric25 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
SpMax4_Bh.e.numeric24 unique values
0 missing
Eig02_AEA.ri.numeric22 unique values
0 missing
GATS1mnumeric24 unique values
0 missing
Eig02_EAnumeric21 unique values
0 missing
O.numeric18 unique values
0 missing
Eig02_EA.bo.numeric22 unique values
0 missing
SpMax4_Bh.v.numeric26 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
TIC1numeric24 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
ON0Vnumeric22 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
SpMAD_EA.dm.numeric22 unique values
0 missing
Eig03_AEA.ed.numeric24 unique values
0 missing
SpMin7_Bh.m.numeric13 unique values
0 missing
Eig03_AEA.ri.numeric23 unique values
0 missing
SpMin8_Bh.m.numeric19 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
SpMin4_Bh.v.numeric23 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
BIC2numeric23 unique values
0 missing
Eig03_EA.ed.numeric23 unique values
0 missing
GATS7enumeric26 unique values
0 missing
Eig03_EA.ri.numeric21 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
ATSC2enumeric25 unique values
0 missing
Eig04_AEA.dm.numeric24 unique values
0 missing
GATS6pnumeric25 unique values
0 missing
Eig04_AEA.ed.numeric24 unique values
0 missing
MATS6vnumeric23 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
SpMax7_Bh.e.numeric24 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
SpMax7_Bh.v.numeric21 unique values
0 missing
Eig04_EA.bo.numeric24 unique values
0 missing
P_VSA_i_2numeric25 unique values
0 missing
Eig04_EA.ed.numeric21 unique values
0 missing
SpMax7_Bh.i.numeric23 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
AACnumeric22 unique values
0 missing
Eig05_AEA.bo.numeric19 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig05_AEA.dm.numeric20 unique values
0 missing
ALOGPnumeric25 unique values
0 missing
Eig05_AEA.ed.numeric21 unique values
0 missing
ALOGP2numeric25 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
AMRnumeric25 unique values
0 missing
Eig05_EAnumeric22 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig05_EA.bo.numeric21 unique values
0 missing
ATS1enumeric23 unique values
0 missing
Eig05_EA.dm.numeric12 unique values
0 missing
ATS1inumeric23 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
ATS1mnumeric23 unique values
0 missing
Eig05_EA.ri.numeric22 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
Eig06_AEA.bo.numeric23 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
ATS2enumeric22 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
ATS2inumeric25 unique values
0 missing
Eig06_EAnumeric19 unique values
0 missing
ATS2mnumeric24 unique values
0 missing
Eig06_EA.bo.numeric21 unique values
0 missing
ATS2pnumeric25 unique values
0 missing
Eig06_EA.dm.numeric13 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig06_EA.ed.numeric21 unique values
0 missing
ATS2vnumeric23 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
ATS3enumeric25 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig07_AEA.dm.numeric25 unique values
0 missing
ATS3mnumeric26 unique values
0 missing
Eig07_AEA.ed.numeric22 unique values
0 missing
ATS3pnumeric24 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
ATS3snumeric26 unique values
0 missing
Eig07_EAnumeric22 unique values
0 missing
ATS3vnumeric25 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
ATS4enumeric24 unique values
0 missing
Eig07_EA.dm.numeric12 unique values
0 missing
ATS4mnumeric26 unique values
0 missing
Eig07_EA.ed.numeric23 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
ATS4snumeric25 unique values
0 missing
Eig08_AEA.bo.numeric20 unique values
0 missing
ATS4vnumeric26 unique values
0 missing
Eig08_AEA.dm.numeric20 unique values
0 missing
ATS5mnumeric25 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig08_AEA.ri.numeric21 unique values
0 missing
ATS5vnumeric26 unique values
0 missing
Eig08_EAnumeric19 unique values
0 missing
ATS6mnumeric26 unique values
0 missing
Eig08_EA.bo.numeric20 unique values
0 missing
ATS6pnumeric25 unique values
0 missing
Eig08_EA.dm.numeric10 unique values
0 missing
ATS6vnumeric26 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
ATS7enumeric26 unique values
0 missing
Eig08_EA.ri.numeric21 unique values
0 missing
ATS7inumeric26 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
ATS7mnumeric26 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
ATS7pnumeric24 unique values
0 missing
Eig09_AEA.ed.numeric22 unique values
0 missing
ATS7snumeric26 unique values
0 missing
Eig09_AEA.ri.numeric24 unique values
0 missing
ATS7vnumeric26 unique values
0 missing
Eig09_EAnumeric23 unique values
0 missing
ATS8mnumeric26 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
ATS8pnumeric26 unique values
0 missing
Eig09_EA.dm.numeric10 unique values
0 missing
ATS8snumeric26 unique values
0 missing
Eig09_EA.ed.numeric24 unique values
0 missing
ATS8vnumeric25 unique values
0 missing
Eig09_EA.ri.numeric25 unique values
0 missing
ATSC1enumeric24 unique values
0 missing
Eig10_AEA.bo.numeric14 unique values
0 missing
ATSC1inumeric23 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
ATSC1snumeric26 unique values
0 missing
ATSC2inumeric25 unique values
0 missing
ATSC2mnumeric25 unique values
0 missing
ATSC2pnumeric25 unique values
0 missing
ATSC2snumeric26 unique values
0 missing
ATSC3enumeric26 unique values
0 missing
ATSC3inumeric25 unique values
0 missing
ATSC3mnumeric26 unique values
0 missing
ATSC3pnumeric26 unique values
0 missing
ATSC3snumeric26 unique values
0 missing
ATSC3vnumeric26 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
ATSC4inumeric26 unique values
0 missing
ATSC4mnumeric26 unique values
0 missing
ATSC4pnumeric26 unique values
0 missing
ATSC4snumeric26 unique values
0 missing
ATSC5enumeric26 unique values
0 missing
ATSC5inumeric26 unique values
0 missing
ATSC5mnumeric26 unique values
0 missing
ATSC5pnumeric26 unique values
0 missing
ATSC5snumeric26 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
ATSC6inumeric26 unique values
0 missing
ATSC6mnumeric26 unique values
0 missing
ATSC6pnumeric26 unique values
0 missing
ATSC6vnumeric26 unique values
0 missing
ATSC7enumeric26 unique values
0 missing
ATSC7inumeric26 unique values
0 missing
ATSC7mnumeric26 unique values
0 missing
ATSC7pnumeric26 unique values
0 missing
ATSC7snumeric26 unique values
0 missing
ATSC7vnumeric26 unique values
0 missing
ATSC8enumeric26 unique values
0 missing
ATSC8mnumeric26 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
ATSC8snumeric26 unique values
0 missing
BACnumeric15 unique values
0 missing
BBInumeric11 unique values
0 missing
BIC3numeric22 unique values
0 missing
BIC4numeric21 unique values
0 missing
BIC5numeric20 unique values
0 missing
BIDnumeric11 unique values
0 missing
BLInumeric23 unique values
0 missing
BLTA96numeric19 unique values
0 missing
BLTD48numeric19 unique values
0 missing
BLTF96numeric19 unique values
0 missing
C.numeric19 unique values
0 missing
C.001numeric5 unique values
0 missing
C.002numeric6 unique values
0 missing
C.003numeric3 unique values
0 missing
C.006numeric4 unique values
0 missing
C.008numeric4 unique values
0 missing
C.009numeric3 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric4 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.034numeric3 unique values
0 missing
C.036numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.040numeric5 unique values
0 missing
C.041numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_02_LLnumeric12 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric9 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
26
Number of instances (rows) of the dataset.
NumberOfFeatures
404
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
403
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
15.54
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.06
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
0.69
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.62
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
7.52
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
0.52
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.33
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
26
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.78
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
2115.23
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
1.54
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
6.7
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.04
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
5.1
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
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
826.19
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.73
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.7
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.32
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
1.04
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
27.77
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.01
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.05
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
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-CHEMBL4800
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4800
0 runs - estimation_procedure: 50 times Clustering
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