Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197

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: CHEMBL6197 (TID: 102808), and it has 67 rows and 380 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.

382 features

pXC50 (target)numeric55 unique values
0 missing
molecule_id (row identifier)nominal67 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
S3Knumeric29 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
S2Knumeric30 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
VvdwZAZnumeric32 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
X0vnumeric32 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
MATS7pnumeric32 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
AMRnumeric32 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
ATS8pnumeric20 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
ATSC8mnumeric35 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
ATSC8pnumeric35 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
SpMax4_Bh.m.numeric28 unique values
0 missing
Eig02_EA.ri.numeric20 unique values
0 missing
X0solnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
X1solnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric29 unique values
0 missing
X2solnumeric15 unique values
0 missing
Eig03_AEA.ed.numeric7 unique values
0 missing
Mpnumeric30 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
MWnumeric32 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
MATS7vnumeric32 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
SpMin8_Bh.v.numeric32 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
VvdwMGnumeric30 unique values
0 missing
Eig03_EA.ed.numeric7 unique values
0 missing
Vxnumeric30 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
PHInumeric30 unique values
0 missing
Eig04_AEA.bo.numeric15 unique values
0 missing
SpMax2_Bh.m.numeric34 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
ATS2mnumeric32 unique values
0 missing
Eig04_AEA.ed.numeric7 unique values
0 missing
ATS7vnumeric35 unique values
0 missing
Eig04_AEA.ri.numeric20 unique values
0 missing
Chi1_EA.ri.numeric20 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
Eig11_EA.ri.numeric16 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
Eig12_EA.ri.numeric19 unique values
0 missing
Eig04_EA.ri.numeric20 unique values
0 missing
S1Knumeric30 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
SAtotnumeric32 unique values
0 missing
Eig05_AEA.dm.numeric35 unique values
0 missing
SpAD_AEA.ri.numeric20 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
SpMAD_AEA.ri.numeric17 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
SpMaxA_EA.ri.numeric12 unique values
0 missing
Eig05_EAnumeric7 unique values
0 missing
XMODnumeric18 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
ZM1Madnumeric18 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
Eta_Cnumeric35 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
GATS1pnumeric27 unique values
0 missing
Eig06_AEA.bo.numeric13 unique values
0 missing
GATS6pnumeric33 unique values
0 missing
Eig06_AEA.dm.numeric29 unique values
0 missing
SpDiam_AEA.ed.numeric8 unique values
0 missing
Eig06_AEA.ed.numeric8 unique values
0 missing
ATS8mnumeric21 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
ATS8vnumeric21 unique values
0 missing
Eig06_EAnumeric6 unique values
0 missing
Eig14_EA.ri.numeric16 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
Eig06_EA.ed.numeric8 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
GATS8mnumeric34 unique values
0 missing
Eig07_AEA.bo.numeric11 unique values
0 missing
Svnumeric32 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
nHMnumeric3 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
SpMax7_Bh.m.numeric20 unique values
0 missing
Eig07_EAnumeric6 unique values
0 missing
SpMAD_EA.ri.numeric16 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
GATS2mnumeric31 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
GATS3mnumeric31 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
GATS1mnumeric31 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATSC7mnumeric35 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
P_VSA_m_2numeric24 unique values
0 missing
Eig08_AEA.ri.numeric13 unique values
0 missing
P_VSA_MR_6numeric20 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
MATS1vnumeric24 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
MATS3mnumeric29 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
MATS6pnumeric33 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
ATS6mnumeric35 unique values
0 missing
Eig09_AEA.bo.numeric13 unique values
0 missing
GATS1vnumeric31 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
Eta_sh_pnumeric17 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
AACnumeric23 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig09_EAnumeric8 unique values
0 missing
ALOGPnumeric32 unique values
0 missing
Eig09_EA.bo.numeric11 unique values
0 missing
ALOGP2numeric32 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
AMWnumeric32 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
ARRnumeric6 unique values
0 missing
Eig10_AEA.bo.numeric15 unique values
0 missing
ATS1enumeric32 unique values
0 missing
Eig10_AEA.dm.numeric22 unique values
0 missing
ATS1inumeric32 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
ATS1mnumeric31 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
ATS1pnumeric32 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATS1snumeric29 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ATS1vnumeric32 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
ATS2enumeric30 unique values
0 missing
Eig11_AEA.bo.numeric12 unique values
0 missing
ATS2inumeric32 unique values
0 missing
Eig11_AEA.dm.numeric32 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
Eig11_AEA.ed.numeric8 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig11_AEA.ri.numeric18 unique values
0 missing
ATS2vnumeric32 unique values
0 missing
Eig11_EAnumeric8 unique values
0 missing
ATS3enumeric32 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATS3inumeric32 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
ATS3pnumeric32 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
ATS3snumeric34 unique values
0 missing
Eig12_AEA.dm.numeric31 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
Eig12_AEA.ed.numeric8 unique values
0 missing
ATS4enumeric32 unique values
0 missing
Eig12_AEA.ri.numeric19 unique values
0 missing
ATS4inumeric33 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
ATS4mnumeric34 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
ATS4pnumeric33 unique values
0 missing
Eig12_EA.ed.numeric8 unique values
0 missing
ATS4snumeric34 unique values
0 missing
Eig13_AEA.bo.numeric14 unique values
0 missing
ATS4vnumeric34 unique values
0 missing
Eig13_AEA.dm.numeric31 unique values
0 missing
ATS5enumeric33 unique values
0 missing
Eig13_AEA.ed.numeric6 unique values
0 missing
ATS5inumeric33 unique values
0 missing
Eig13_AEA.ri.numeric14 unique values
0 missing
ATS5mnumeric35 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
ATS5pnumeric34 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
ATS5snumeric35 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATS5vnumeric35 unique values
0 missing
Eig13_EA.ri.numeric16 unique values
0 missing
ATS6enumeric34 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig14_AEA.dm.numeric30 unique values
0 missing
ATS6pnumeric34 unique values
0 missing
Eig14_AEA.ed.numeric7 unique values
0 missing
ATS6snumeric34 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
ATS7enumeric35 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
ATS7inumeric34 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
ATS7snumeric35 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
ATS8enumeric21 unique values
0 missing
Eig15_AEA.dm.numeric24 unique values
0 missing
ATS8inumeric20 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATS8snumeric21 unique values
0 missing
Eig15_AEA.ri.numeric18 unique values
0 missing
ATSC1enumeric29 unique values
0 missing
Eig15_EAnumeric8 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
Eig15_EA.bo.numeric11 unique values
0 missing
ATSC1mnumeric32 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
ATSC1pnumeric32 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
ATSC1snumeric32 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
ATSC1vnumeric30 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC2enumeric29 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
ATSC2mnumeric32 unique values
0 missing
Eta_beta_Anumeric18 unique values
0 missing
ATSC2pnumeric32 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
ATSC2vnumeric32 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
ATSC3enumeric32 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
ATSC3inumeric32 unique values
0 missing
Eta_C_Anumeric33 unique values
0 missing
ATSC3mnumeric32 unique values
0 missing
Eta_epsinumeric32 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
Eta_epsi_Anumeric30 unique values
0 missing
ATSC3snumeric35 unique values
0 missing
ATSC3vnumeric32 unique values
0 missing
ATSC4enumeric34 unique values
0 missing
ATSC4inumeric32 unique values
0 missing
ATSC4mnumeric35 unique values
0 missing
ATSC4pnumeric35 unique values
0 missing
ATSC4snumeric35 unique values
0 missing
ATSC4vnumeric34 unique values
0 missing
ATSC5enumeric33 unique values
0 missing
ATSC5inumeric34 unique values
0 missing
ATSC5mnumeric35 unique values
0 missing
ATSC5pnumeric35 unique values
0 missing
ATSC5snumeric35 unique values
0 missing
ATSC5vnumeric35 unique values
0 missing
ATSC6enumeric34 unique values
0 missing
ATSC6inumeric34 unique values
0 missing
ATSC6mnumeric35 unique values
0 missing
ATSC6pnumeric35 unique values
0 missing
ATSC6snumeric35 unique values
0 missing
ATSC6vnumeric35 unique values
0 missing
ATSC7enumeric34 unique values
0 missing
ATSC7inumeric34 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
ATSC7snumeric35 unique values
0 missing
ATSC7vnumeric35 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
ATSC8inumeric35 unique values
0 missing
ATSC8snumeric35 unique values
0 missing
ATSC8vnumeric35 unique values
0 missing
BACnumeric5 unique values
0 missing
BBInumeric5 unique values
0 missing
BIC0numeric21 unique values
0 missing
BIC1numeric21 unique values
0 missing
BIC2numeric21 unique values
0 missing
BIC3numeric17 unique values
0 missing
BIC4numeric14 unique values
0 missing
BIC5numeric14 unique values
0 missing
BIDnumeric6 unique values
0 missing
BLInumeric31 unique values
0 missing
BLTA96numeric30 unique values
0 missing
BLTD48numeric29 unique values
0 missing
BLTF96numeric30 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric11 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric3 unique values
0 missing
C.005numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
C.017numeric2 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_DLnumeric2 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_DLnumeric2 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
CATS2D_09_LLnumeric2 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.numeric15 unique values
0 missing
Chi0_EA.dm.numeric30 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
Chi0_EA.ri.numeric18 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.numeric16 unique values
0 missing
Chi1_EA.dm.numeric32 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
CIC0numeric23 unique values
0 missing
CIC1numeric21 unique values
0 missing
CIC2numeric19 unique values
0 missing
CIC3numeric18 unique values
0 missing
CIC4numeric15 unique values
0 missing
CIC5numeric15 unique values
0 missing
CIDnumeric8 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CSInumeric8 unique values
0 missing
DBInumeric5 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
D.Dtr07numeric8 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
DECCnumeric8 unique values
0 missing
DELSnumeric35 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric2 unique values
0 missing
DLS_04numeric2 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Dznumeric17 unique values
0 missing
ECCnumeric8 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
Eig01_AEA.dm.numeric12 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
67
Number of instances (rows) of the dataset.
NumberOfFeatures
382
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
381
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
4.5
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
1.19
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
63.93
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.41
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.63
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
0.78
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
1.81
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
13.21
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.23
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.03
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
0.36
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
5.7
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.59
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.9
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
1.66
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
0.47
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.9
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
18.85
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5
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
482.36
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
2.48
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
6.64
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.5
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-CHEMBL6197
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6197
0 runs - estimation_procedure: 50 times Clustering
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