Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200

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: CHEMBL3200 (TID: 10678), and it has 13 rows and 407 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.

409 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
Chi1_EA.bo.numeric12 unique values
0 missing
MATS2snumeric12 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
Chi1_EA.ri.numeric13 unique values
0 missing
GGI8numeric11 unique values
0 missing
CIC0numeric13 unique values
0 missing
JGI4numeric10 unique values
0 missing
CIC1numeric13 unique values
0 missing
SpMAD_AEA.ri.numeric12 unique values
0 missing
CIC2numeric13 unique values
0 missing
SpMin1_Bh.m.numeric12 unique values
0 missing
CIC3numeric13 unique values
0 missing
GATS3vnumeric13 unique values
0 missing
CIC4numeric13 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
CIC5numeric12 unique values
0 missing
AACnumeric13 unique values
0 missing
CIDnumeric10 unique values
0 missing
AECCnumeric12 unique values
0 missing
Cl.089numeric2 unique values
0 missing
ALOGPnumeric11 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ALOGP2numeric11 unique values
0 missing
CMC.80numeric3 unique values
0 missing
AMRnumeric11 unique values
0 missing
cRo5numeric2 unique values
0 missing
AMWnumeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
ARRnumeric9 unique values
0 missing
DBInumeric10 unique values
0 missing
ATS1enumeric13 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
ATS1inumeric12 unique values
0 missing
D.Dtr10numeric5 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
DECCnumeric12 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
DELSnumeric13 unique values
0 missing
ATS1snumeric13 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS2enumeric12 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS2inumeric13 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS2snumeric13 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Dznumeric11 unique values
0 missing
ATS3inumeric13 unique values
0 missing
ECCnumeric12 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
ATS3vnumeric12 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig01_EA.ri.numeric12 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
ATS5inumeric13 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
ATS5mnumeric12 unique values
0 missing
Eig02_AEA.ri.numeric13 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig02_EA.bo.numeric11 unique values
0 missing
ATS5vnumeric12 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ATS6inumeric12 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig03_AEA.ed.numeric12 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig03_AEA.ri.numeric13 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig03_EA.dm.numeric4 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
ATS7snumeric13 unique values
0 missing
Eig03_EA.ri.numeric13 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig04_AEA.bo.numeric11 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig04_AEA.ed.numeric12 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig04_EAnumeric10 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
Eig04_EA.ri.numeric13 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric13 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig05_EA.bo.numeric12 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig05_EA.ed.numeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig06_AEA.ed.numeric12 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig06_AEA.ri.numeric12 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig06_EAnumeric12 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATSC4enumeric12 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig06_EA.ri.numeric11 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig07_AEA.ri.numeric13 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig07_EAnumeric11 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig07_EA.ed.numeric12 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig08_AEA.ed.numeric12 unique values
0 missing
ATSC6inumeric12 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig08_EAnumeric11 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig08_EA.ri.numeric12 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eig09_EAnumeric11 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eig09_EA.ri.numeric11 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric12 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric11 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
BACnumeric9 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
BBInumeric8 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
BIC0numeric11 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
BIC2numeric13 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
BIC3numeric13 unique values
0 missing
Eig11_AEA.dm.numeric12 unique values
0 missing
BIC4numeric11 unique values
0 missing
Eig11_AEA.ed.numeric11 unique values
0 missing
BIC5numeric11 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
BIDnumeric11 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
BLInumeric13 unique values
0 missing
Eig11_EA.bo.numeric11 unique values
0 missing
BLTA96numeric11 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
BLTD48numeric12 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
BLTF96numeric11 unique values
0 missing
Eig12_AEA.bo.numeric12 unique values
0 missing
C.numeric11 unique values
0 missing
Eig12_AEA.dm.numeric12 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
C.002numeric2 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig12_EA.bo.numeric12 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig12_EA.ed.numeric9 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig12_EA.ri.numeric12 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig13_AEA.dm.numeric11 unique values
0 missing
C.024numeric5 unique values
0 missing
Eig13_AEA.ed.numeric11 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig14_AEA.bo.numeric11 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig14_AEA.ri.numeric13 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eig14_EAnumeric9 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.ed.numeric9 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
Eig14_EA.ri.numeric13 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric12 unique values
0 missing
CATS2D_01_PNnumeric2 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
CATS2D_02_ANnumeric3 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
CATS2D_02_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
CATS2D_05_DDnumeric5 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
CATS2D_05_DPnumeric3 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
CATS2D_06_DPnumeric3 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_06_PNnumeric2 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
CATS2D_07_ALnumeric4 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
Chi0_EA.ed.numeric12 unique values
0 missing
Chi0_EA.ri.numeric13 unique values
0 missing
Chi1_AEA.bo.numeric12 unique values
0 missing
Chi1_AEA.dm.numeric12 unique values
0 missing
Chi1_AEA.ed.numeric12 unique values
0 missing
Chi1_AEA.ri.numeric12 unique values
0 missing
Chi1_EAnumeric12 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
409
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
408
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
0.6
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
1.1
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
10.68
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.12
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.28
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.56
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
-0.11
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
31.46
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.76
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.85
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
4.78
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
0.74
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.51
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.65
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
886.69
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
1.23
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
99.76
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.15
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.24
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.61
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
1.22
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
504.59
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.68
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.36
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-CHEMBL3200
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3200
0 runs - estimation_procedure: 50 times Clustering
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