Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by Noureddin Sadawi
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This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL4172 (TID: 11781), and it has 14 rows and 384 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.

386 features

pXC50 (target)numeric7 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
CIC4numeric7 unique values
0 missing
AACnumeric7 unique values
0 missing
CIDnumeric8 unique values
0 missing
AMWnumeric7 unique values
0 missing
CSInumeric8 unique values
0 missing
ATS2inumeric8 unique values
0 missing
DBInumeric8 unique values
0 missing
ATS6mnumeric8 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
ATS7pnumeric8 unique values
0 missing
DECCnumeric8 unique values
0 missing
ATS8mnumeric8 unique values
0 missing
DELSnumeric8 unique values
0 missing
ATSC1enumeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
ATSC2enumeric8 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ATSC3enumeric8 unique values
0 missing
DLS_03numeric2 unique values
0 missing
ATSC8enumeric8 unique values
0 missing
DLS_04numeric2 unique values
0 missing
BLInumeric8 unique values
0 missing
DLS_06numeric2 unique values
0 missing
C.numeric7 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
C.002numeric3 unique values
0 missing
Dznumeric5 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
ECCnumeric7 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
Eig01_AEA.dm.numeric4 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
Eig01_AEA.ed.numeric5 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
Eig01_EAnumeric6 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
Chi0_EA.dm.numeric7 unique values
0 missing
Eig02_AEA.bo.numeric8 unique values
0 missing
Chi1_EA.dm.numeric7 unique values
0 missing
Eig02_AEA.dm.numeric6 unique values
0 missing
CIC5numeric7 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
Eig03_AEA.dm.numeric8 unique values
0 missing
Eig02_AEA.ri.numeric7 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
Eig02_EAnumeric7 unique values
0 missing
Eig05_AEA.ri.numeric8 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
Eig05_EA.ri.numeric8 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
Eta_beta_Anumeric7 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
Eta_betaP_Anumeric7 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
Eta_Cnumeric8 unique values
0 missing
Eig03_AEA.ri.numeric7 unique values
0 missing
Eta_C_Anumeric8 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
Eta_epsi_Anumeric6 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
Eta_F_Anumeric8 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
Eta_FLnumeric8 unique values
0 missing
Eig03_EA.ri.numeric7 unique values
0 missing
Eta_FL_Anumeric7 unique values
0 missing
Eig04_AEA.ed.numeric8 unique values
0 missing
Eta_Lnumeric8 unique values
0 missing
Eig04_AEA.ri.numeric7 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
Eig04_EAnumeric7 unique values
0 missing
GATS1enumeric7 unique values
0 missing
Eig04_EA.bo.numeric8 unique values
0 missing
GATS1inumeric7 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
GATS1mnumeric7 unique values
0 missing
Eig04_EA.ri.numeric7 unique values
0 missing
GATS1pnumeric7 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
GATS1vnumeric7 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
GATS7enumeric8 unique values
0 missing
Eig06_AEA.bo.numeric7 unique values
0 missing
GATS7snumeric8 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
GATS8enumeric8 unique values
0 missing
Eig06_AEA.ed.numeric7 unique values
0 missing
GATS8snumeric8 unique values
0 missing
Eig06_AEA.ri.numeric8 unique values
0 missing
GGI7numeric6 unique values
0 missing
Eig06_EAnumeric8 unique values
0 missing
GGI8numeric5 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
GGI9numeric7 unique values
0 missing
Eig06_EA.ed.numeric7 unique values
0 missing
H.numeric7 unique values
0 missing
Eig06_EA.ri.numeric8 unique values
0 missing
H.046numeric7 unique values
0 missing
Eig07_AEA.bo.numeric8 unique values
0 missing
IC0numeric7 unique values
0 missing
Eig07_AEA.dm.numeric8 unique values
0 missing
MATS1enumeric7 unique values
0 missing
Eig07_AEA.ed.numeric7 unique values
0 missing
MATS5enumeric8 unique values
0 missing
Eig07_AEA.ri.numeric8 unique values
0 missing
MAXDNnumeric8 unique values
0 missing
Eig07_EAnumeric8 unique values
0 missing
MAXDPnumeric8 unique values
0 missing
Eig07_EA.bo.numeric8 unique values
0 missing
Menumeric5 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
Minumeric6 unique values
0 missing
Eig07_EA.ri.numeric8 unique values
0 missing
Mpnumeric7 unique values
0 missing
Eig08_AEA.bo.numeric6 unique values
0 missing
MPC08numeric8 unique values
0 missing
Eig08_AEA.dm.numeric8 unique values
0 missing
MPC10numeric7 unique values
0 missing
Eig08_AEA.ed.numeric8 unique values
0 missing
Mvnumeric6 unique values
0 missing
Eig08_AEA.ri.numeric7 unique values
0 missing
nCconjnumeric4 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
nCsnumeric3 unique values
0 missing
Eig08_EA.bo.numeric8 unique values
0 missing
nCsp3numeric5 unique values
0 missing
Eig08_EA.ed.numeric7 unique values
0 missing
NssCH2numeric3 unique values
0 missing
Eig08_EA.ri.numeric7 unique values
0 missing
PCDnumeric8 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
Psi_e_Anumeric8 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
Psi_i_Anumeric8 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
P_VSA_LogP_2numeric3 unique values
0 missing
Eig09_AEA.ri.numeric8 unique values
0 missing
P_VSA_MR_5numeric6 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
SdOnumeric8 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
SM02_EA.dm.numeric4 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
SM04_EA.dm.numeric4 unique values
0 missing
Eig09_EA.ri.numeric8 unique values
0 missing
SM06_EA.dm.numeric4 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
SM08_EA.dm.numeric4 unique values
0 missing
Eig10_AEA.dm.numeric7 unique values
0 missing
SM10_EA.dm.numeric3 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
SM13_AEA.bo.numeric8 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
SpAD_EA.dm.numeric4 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
SpMAD_EA.dm.numeric7 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
SpMax3_Bh.s.numeric7 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
SpMax4_Bh.s.numeric8 unique values
0 missing
Eig10_EA.ri.numeric8 unique values
0 missing
SpMax8_Bh.p.numeric8 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
SpMin2_Bh.s.numeric7 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
SpMin3_Bh.s.numeric8 unique values
0 missing
Eig11_AEA.ed.numeric8 unique values
0 missing
SpMin6_Bh.s.numeric8 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
SpMin7_Bh.m.numeric6 unique values
0 missing
Eig11_EAnumeric8 unique values
0 missing
SsOHnumeric8 unique values
0 missing
Eig11_EA.bo.numeric8 unique values
0 missing
Vindexnumeric7 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
X0Avnumeric7 unique values
0 missing
Eig11_EA.ri.numeric8 unique values
0 missing
X1Avnumeric8 unique values
0 missing
Eig12_AEA.bo.numeric8 unique values
0 missing
Xindexnumeric8 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
Yindexnumeric8 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
ATS8enumeric8 unique values
0 missing
Eig12_AEA.ri.numeric8 unique values
0 missing
ATS8inumeric8 unique values
0 missing
Eig12_EAnumeric8 unique values
0 missing
ATS8snumeric8 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
ATSC2snumeric8 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
ATSC8snumeric8 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
Eig04_AEA.dm.numeric7 unique values
0 missing
Eig13_AEA.bo.numeric8 unique values
0 missing
Eig05_AEA.bo.numeric8 unique values
0 missing
Eig13_AEA.dm.numeric7 unique values
0 missing
PCRnumeric8 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
SsCH3numeric8 unique values
0 missing
Eig13_AEA.ri.numeric7 unique values
0 missing
Eig04_AEA.bo.numeric8 unique values
0 missing
Eig13_EAnumeric6 unique values
0 missing
Eig05_AEA.dm.numeric8 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
Eig05_EA.bo.numeric7 unique values
0 missing
Eig13_EA.ed.numeric7 unique values
0 missing
SM15_AEA.ri.numeric7 unique values
0 missing
Eig13_EA.ri.numeric7 unique values
0 missing
PJI2numeric2 unique values
0 missing
Eig14_AEA.bo.numeric6 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
ALOGPnumeric8 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ALOGP2numeric8 unique values
0 missing
Eig14_AEA.ri.numeric7 unique values
0 missing
AMRnumeric8 unique values
0 missing
Eig14_EAnumeric6 unique values
0 missing
ATS1enumeric7 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
ATS1inumeric7 unique values
0 missing
Eig14_EA.ed.numeric6 unique values
0 missing
ATS1mnumeric7 unique values
0 missing
Eig14_EA.ri.numeric8 unique values
0 missing
ATS1pnumeric7 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
ATS1snumeric8 unique values
0 missing
Eig15_AEA.dm.numeric7 unique values
0 missing
ATS1vnumeric7 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATS2enumeric8 unique values
0 missing
Eig15_AEA.ri.numeric7 unique values
0 missing
ATS2mnumeric8 unique values
0 missing
Eig15_EAnumeric6 unique values
0 missing
ATS2pnumeric8 unique values
0 missing
Eig15_EA.bo.numeric7 unique values
0 missing
ATS2snumeric8 unique values
0 missing
Eig15_EA.ed.numeric6 unique values
0 missing
ATS2vnumeric8 unique values
0 missing
Eig15_EA.ri.numeric6 unique values
0 missing
ATS3enumeric8 unique values
0 missing
Eta_alphanumeric5 unique values
0 missing
ATS3inumeric8 unique values
0 missing
Eta_alpha_Anumeric5 unique values
0 missing
ATS3mnumeric8 unique values
0 missing
ATS3pnumeric8 unique values
0 missing
ATS3snumeric8 unique values
0 missing
ATS3vnumeric8 unique values
0 missing
ATS4enumeric8 unique values
0 missing
ATS4inumeric8 unique values
0 missing
ATS4mnumeric8 unique values
0 missing
ATS4pnumeric8 unique values
0 missing
ATS4snumeric8 unique values
0 missing
ATS4vnumeric8 unique values
0 missing
ATS5enumeric8 unique values
0 missing
ATS5inumeric8 unique values
0 missing
ATS5mnumeric8 unique values
0 missing
ATS5pnumeric8 unique values
0 missing
ATS5snumeric8 unique values
0 missing
ATS5vnumeric8 unique values
0 missing
ATS6enumeric8 unique values
0 missing
ATS6inumeric8 unique values
0 missing
ATS6pnumeric8 unique values
0 missing
ATS6snumeric8 unique values
0 missing
ATS6vnumeric8 unique values
0 missing
ATS7enumeric8 unique values
0 missing
ATS7inumeric8 unique values
0 missing
ATS7mnumeric8 unique values
0 missing
ATS7snumeric8 unique values
0 missing
ATS7vnumeric8 unique values
0 missing
ATS8pnumeric8 unique values
0 missing
ATS8vnumeric8 unique values
0 missing
ATSC1inumeric7 unique values
0 missing
ATSC1mnumeric7 unique values
0 missing
ATSC1pnumeric7 unique values
0 missing
ATSC1snumeric8 unique values
0 missing
ATSC1vnumeric7 unique values
0 missing
ATSC2inumeric8 unique values
0 missing
ATSC2mnumeric8 unique values
0 missing
ATSC2pnumeric8 unique values
0 missing
ATSC2vnumeric8 unique values
0 missing
ATSC3inumeric8 unique values
0 missing
ATSC3mnumeric8 unique values
0 missing
ATSC3pnumeric8 unique values
0 missing
ATSC3snumeric8 unique values
0 missing
ATSC3vnumeric8 unique values
0 missing
ATSC4enumeric8 unique values
0 missing
ATSC4inumeric8 unique values
0 missing
ATSC4mnumeric8 unique values
0 missing
ATSC4pnumeric8 unique values
0 missing
ATSC4snumeric8 unique values
0 missing
ATSC4vnumeric8 unique values
0 missing
ATSC5enumeric8 unique values
0 missing
ATSC5inumeric8 unique values
0 missing
ATSC5mnumeric8 unique values
0 missing
ATSC5pnumeric8 unique values
0 missing
ATSC5snumeric8 unique values
0 missing
ATSC5vnumeric8 unique values
0 missing
ATSC6enumeric8 unique values
0 missing
ATSC6inumeric8 unique values
0 missing
ATSC6mnumeric8 unique values
0 missing
ATSC6pnumeric8 unique values
0 missing
ATSC6snumeric8 unique values
0 missing
ATSC6vnumeric8 unique values
0 missing
ATSC7enumeric8 unique values
0 missing
ATSC7inumeric8 unique values
0 missing
ATSC7mnumeric8 unique values
0 missing
ATSC7pnumeric8 unique values
0 missing
ATSC7snumeric8 unique values
0 missing
ATSC7vnumeric8 unique values
0 missing
ATSC8inumeric8 unique values
0 missing
ATSC8mnumeric8 unique values
0 missing
ATSC8pnumeric8 unique values
0 missing
ATSC8vnumeric8 unique values
0 missing
BACnumeric8 unique values
0 missing
BBInumeric7 unique values
0 missing
BIC0numeric7 unique values
0 missing
BIC1numeric7 unique values
0 missing
BIC2numeric8 unique values
0 missing
BIC3numeric8 unique values
0 missing
BIC4numeric7 unique values
0 missing
BIC5numeric6 unique values
0 missing
BIDnumeric7 unique values
0 missing
BLTA96numeric7 unique values
0 missing
BLTD48numeric7 unique values
0 missing
BLTF96numeric7 unique values
0 missing
C.001numeric4 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.016numeric4 unique values
0 missing
C.017numeric4 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_ALnumeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CENTnumeric8 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
Chi0_EA.bo.numeric8 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
Chi0_EA.ri.numeric8 unique values
0 missing
Chi1_AEA.bo.numeric8 unique values
0 missing
Chi1_AEA.dm.numeric8 unique values
0 missing
Chi1_AEA.ed.numeric8 unique values
0 missing
Chi1_AEA.ri.numeric8 unique values
0 missing
Chi1_EAnumeric8 unique values
0 missing
Chi1_EA.bo.numeric8 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
Chi1_EA.ri.numeric8 unique values
0 missing
CIC0numeric7 unique values
0 missing
CIC1numeric8 unique values
0 missing
CIC2numeric8 unique values
0 missing
CIC3numeric8 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
386
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
385
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.74
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
0.66
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
174.77
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.24
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.76
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
0.86
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
1.24
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
9.26
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.82
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.34
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
0.21
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
27.57
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.01
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.57
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1.6
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
-0.28
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.55
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
674
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
1.36
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
99.74
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.44
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.26
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
1 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4172
0 runs - estimation_procedure: 50 times Clustering
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