Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461

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: CHEMBL3461 (TID: 11890), and it has 51 rows and 413 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.

415 features

pXC50 (target)numeric45 unique values
0 missing
molecule_id (row identifier)nominal51 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
P_VSA_i_2numeric36 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eig12_EA.ed.numeric33 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
SM07_AEA.ri.numeric33 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
ATSC5inumeric46 unique values
0 missing
CATS2D_04_LLnumeric7 unique values
0 missing
ATS6enumeric43 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
ATS6inumeric44 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
Eig09_AEA.dm.numeric34 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS6vnumeric45 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
SpMin2_Bh.s.numeric35 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
GATS6pnumeric41 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
ATS5mnumeric46 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
Eig12_AEA.dm.numeric41 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
Eta_alphanumeric32 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
Eig13_EA.bo.numeric38 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
SpMax7_Bh.p.numeric32 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
Eig07_AEA.dm.numeric34 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
SpMin6_Bh.s.numeric38 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
SpMin5_Bh.e.numeric35 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
SpMin5_Bh.i.numeric32 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS4inumeric42 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
GATS1snumeric42 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
SpMax7_Bh.v.numeric33 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
MATS7inumeric42 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
SpMax3_Bh.e.numeric37 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SpMax4_Bh.e.numeric30 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
SpMin4_Bh.p.numeric36 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
CATS2D_08_LLnumeric6 unique values
0 missing
P_VSA_e_2numeric36 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
ATS2vnumeric37 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
VvdwZAZnumeric34 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
Eig09_AEA.ri.numeric42 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
Eig09_EAnumeric34 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
Eig09_EA.bo.numeric38 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
Eig09_EA.ed.numeric33 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
Eig09_EA.ri.numeric41 unique values
0 missing
Chi0_EA.dm.numeric35 unique values
0 missing
SM03_AEA.dm.numeric34 unique values
0 missing
Chi1_AEA.bo.numeric36 unique values
0 missing
SM04_AEA.ri.numeric33 unique values
0 missing
Chi1_AEA.dm.numeric36 unique values
0 missing
X2solnumeric27 unique values
0 missing
Chi1_AEA.ed.numeric36 unique values
0 missing
X3solnumeric27 unique values
0 missing
Chi1_AEA.ri.numeric36 unique values
0 missing
SpMax7_Bh.m.numeric40 unique values
0 missing
Chi1_EAnumeric36 unique values
0 missing
ATS4pnumeric44 unique values
0 missing
Chi1_EA.bo.numeric39 unique values
0 missing
ATS5pnumeric44 unique values
0 missing
Chi1_EA.dm.numeric40 unique values
0 missing
SpMax3_Bh.i.numeric37 unique values
0 missing
Chi1_EA.ri.numeric46 unique values
0 missing
Spnumeric34 unique values
0 missing
CIC0numeric29 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
CIC1numeric31 unique values
0 missing
ON1numeric29 unique values
0 missing
CIC2numeric36 unique values
0 missing
CENTnumeric35 unique values
0 missing
CIC3numeric31 unique values
0 missing
Chi0_EA.bo.numeric36 unique values
0 missing
CIC4numeric28 unique values
0 missing
Chi0_EA.ri.numeric44 unique values
0 missing
CIC5numeric27 unique values
0 missing
Chi1_EA.ed.numeric37 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Eig07_AEA.ri.numeric40 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig07_EA.ri.numeric38 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Eig08_AEA.ed.numeric31 unique values
0 missing
cRo5numeric2 unique values
0 missing
Eig08_AEA.ri.numeric41 unique values
0 missing
CSInumeric27 unique values
0 missing
Eig08_EAnumeric31 unique values
0 missing
DBInumeric14 unique values
0 missing
Eig08_EA.ed.numeric31 unique values
0 missing
D.Dtr04numeric5 unique values
0 missing
Eig08_EA.ri.numeric40 unique values
0 missing
D.Dtr05numeric34 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
Eig12_EA.ri.numeric43 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
Eig13_EA.ed.numeric32 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
GMTInumeric35 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
IDETnumeric37 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
IDMTnumeric37 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
LPRSnumeric37 unique values
0 missing
D.Dtr12numeric2 unique values
0 missing
MDDDnumeric37 unique values
0 missing
DECCnumeric23 unique values
0 missing
Psi_i_0numeric37 unique values
0 missing
DELSnumeric46 unique values
0 missing
SM02_AEA.dm.numeric31 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM03_AEA.ri.numeric31 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM06_AEA.dm.numeric24 unique values
0 missing
DLS_02numeric3 unique values
0 missing
SM08_AEA.ri.numeric32 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SMTInumeric37 unique values
0 missing
DLS_04numeric3 unique values
0 missing
Xunumeric37 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SpMax4_Bh.i.numeric28 unique values
0 missing
DLS_06numeric2 unique values
0 missing
Chi0_AEA.bo.numeric33 unique values
0 missing
DLS_07numeric2 unique values
0 missing
Chi0_AEA.dm.numeric33 unique values
0 missing
DLS_consnumeric5 unique values
0 missing
Chi0_AEA.ed.numeric33 unique values
0 missing
Dznumeric30 unique values
0 missing
Chi0_AEA.ri.numeric33 unique values
0 missing
ECCnumeric22 unique values
0 missing
Chi0_EAnumeric33 unique values
0 missing
Eig01_AEA.bo.numeric34 unique values
0 missing
Chi0_EA.ed.numeric36 unique values
0 missing
Eig01_AEA.dm.numeric41 unique values
0 missing
CIDnumeric27 unique values
0 missing
Eig01_AEA.ed.numeric28 unique values
0 missing
Eig13_AEA.dm.numeric43 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
Eig13_AEA.ri.numeric39 unique values
0 missing
Eig01_EAnumeric34 unique values
0 missing
IVDMnumeric20 unique values
0 missing
Eig01_EA.bo.numeric23 unique values
0 missing
SNarnumeric20 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
Wapnumeric29 unique values
0 missing
Eig01_EA.ed.numeric34 unique values
0 missing
X1numeric33 unique values
0 missing
Eig01_EA.ri.numeric39 unique values
0 missing
X1Madnumeric45 unique values
0 missing
Eig02_AEA.bo.numeric35 unique values
0 missing
X5numeric37 unique values
0 missing
Eig02_AEA.dm.numeric43 unique values
0 missing
Xtnumeric20 unique values
0 missing
Eig02_AEA.ed.numeric35 unique values
0 missing
Eig08_EA.bo.numeric34 unique values
0 missing
Eig02_AEA.ri.numeric42 unique values
0 missing
ATS8inumeric41 unique values
0 missing
Eig02_EAnumeric36 unique values
0 missing
ATSC2mnumeric37 unique values
0 missing
Eig02_EA.bo.numeric38 unique values
0 missing
SpMin5_Bh.v.numeric41 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
Eig12_EA.bo.numeric31 unique values
0 missing
Eig02_EA.ed.numeric35 unique values
0 missing
SpMax7_Bh.e.numeric36 unique values
0 missing
Eig02_EA.ri.numeric41 unique values
0 missing
ATS1enumeric33 unique values
0 missing
Eig03_AEA.bo.numeric37 unique values
0 missing
Senumeric34 unique values
0 missing
Eig03_AEA.dm.numeric40 unique values
0 missing
TIC2numeric36 unique values
0 missing
Eig03_AEA.ed.numeric36 unique values
0 missing
Eig05_EA.bo.numeric32 unique values
0 missing
Eig03_AEA.ri.numeric44 unique values
0 missing
SM15_AEA.ri.numeric32 unique values
0 missing
Eig03_EAnumeric37 unique values
0 missing
Eig12_AEA.bo.numeric32 unique values
0 missing
Eig03_EA.bo.numeric33 unique values
0 missing
Eig12_AEA.ri.numeric41 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
RDCHInumeric33 unique values
0 missing
Eig03_EA.ed.numeric36 unique values
0 missing
Eig07_EAnumeric30 unique values
0 missing
Eig03_EA.ri.numeric45 unique values
0 missing
SM15_AEA.bo.numeric30 unique values
0 missing
Eig04_AEA.bo.numeric27 unique values
0 missing
ATS8vnumeric43 unique values
0 missing
Eig04_AEA.dm.numeric42 unique values
0 missing
ATS2inumeric36 unique values
0 missing
Eig04_AEA.ed.numeric35 unique values
0 missing
ATS4enumeric41 unique values
0 missing
Eig04_AEA.ri.numeric38 unique values
0 missing
ATS4inumeric45 unique values
0 missing
Eig04_EAnumeric25 unique values
0 missing
ON0Vnumeric33 unique values
0 missing
Eig04_EA.bo.numeric29 unique values
0 missing
SpMax5_Bh.e.numeric30 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
SpMax5_Bh.i.numeric31 unique values
0 missing
Eig04_EA.ed.numeric36 unique values
0 missing
SpMin7_Bh.p.numeric35 unique values
0 missing
Eig04_EA.ri.numeric40 unique values
0 missing
SpMin7_Bh.s.numeric25 unique values
0 missing
Eig05_AEA.bo.numeric35 unique values
0 missing
SpMin7_Bh.v.numeric36 unique values
0 missing
Eig05_AEA.dm.numeric39 unique values
0 missing
ATS7inumeric42 unique values
0 missing
Eig05_AEA.ed.numeric35 unique values
0 missing
AACnumeric28 unique values
0 missing
Eig05_AEA.ri.numeric41 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig05_EAnumeric31 unique values
0 missing
ALOGPnumeric37 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ALOGP2numeric37 unique values
0 missing
Eig05_EA.ed.numeric32 unique values
0 missing
AMRnumeric37 unique values
0 missing
Eig05_EA.ri.numeric41 unique values
0 missing
AMWnumeric34 unique values
0 missing
Eig06_AEA.bo.numeric27 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig06_AEA.ed.numeric29 unique values
0 missing
ATS1inumeric34 unique values
0 missing
Eig06_AEA.ri.numeric27 unique values
0 missing
ATS1mnumeric35 unique values
0 missing
Eig06_EAnumeric28 unique values
0 missing
ATS1pnumeric36 unique values
0 missing
Eig06_EA.bo.numeric29 unique values
0 missing
ATS1snumeric40 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
ATS1vnumeric35 unique values
0 missing
Eig06_EA.ed.numeric29 unique values
0 missing
ATS2enumeric35 unique values
0 missing
Eig06_EA.ri.numeric25 unique values
0 missing
ATS2mnumeric34 unique values
0 missing
Eig07_AEA.bo.numeric25 unique values
0 missing
ATS2pnumeric37 unique values
0 missing
Eig07_AEA.ed.numeric27 unique values
0 missing
ATS2snumeric44 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS3enumeric42 unique values
0 missing
Eig07_EA.ed.numeric32 unique values
0 missing
ATS3inumeric37 unique values
0 missing
Eig08_AEA.bo.numeric29 unique values
0 missing
ATS3mnumeric45 unique values
0 missing
Eig08_AEA.dm.numeric35 unique values
0 missing
ATS3pnumeric41 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS3snumeric46 unique values
0 missing
Eig09_AEA.bo.numeric34 unique values
0 missing
ATS3vnumeric44 unique values
0 missing
Eig09_AEA.ed.numeric30 unique values
0 missing
ATS4mnumeric45 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS4snumeric46 unique values
0 missing
Eig10_AEA.bo.numeric38 unique values
0 missing
ATS4vnumeric44 unique values
0 missing
Eig10_AEA.dm.numeric37 unique values
0 missing
ATS5enumeric45 unique values
0 missing
Eig10_AEA.ed.numeric30 unique values
0 missing
ATS5inumeric45 unique values
0 missing
Eig10_AEA.ri.numeric44 unique values
0 missing
ATS5snumeric46 unique values
0 missing
Eig10_EAnumeric34 unique values
0 missing
ATS5vnumeric44 unique values
0 missing
Eig10_EA.bo.numeric36 unique values
0 missing
ATS6mnumeric43 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
ATS6pnumeric43 unique values
0 missing
Eig10_EA.ri.numeric41 unique values
0 missing
ATS6snumeric43 unique values
0 missing
Eig11_AEA.bo.numeric35 unique values
0 missing
ATS6vnumeric41 unique values
0 missing
Eig11_AEA.dm.numeric42 unique values
0 missing
ATS7enumeric42 unique values
0 missing
Eig11_AEA.ed.numeric29 unique values
0 missing
ATS7mnumeric40 unique values
0 missing
Eig11_AEA.ri.numeric44 unique values
0 missing
ATS7pnumeric41 unique values
0 missing
Eig11_EAnumeric29 unique values
0 missing
ATS7snumeric43 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
ATS7vnumeric42 unique values
0 missing
Eig11_EA.ed.numeric37 unique values
0 missing
ATS8enumeric42 unique values
0 missing
Eig11_EA.ri.numeric39 unique values
0 missing
ATS8mnumeric43 unique values
0 missing
ATS8pnumeric42 unique values
0 missing
ATS8snumeric42 unique values
0 missing
ATSC1enumeric29 unique values
0 missing
ATSC1inumeric35 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
ATSC1pnumeric36 unique values
0 missing
ATSC1snumeric43 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
ATSC2inumeric37 unique values
0 missing
ATSC2pnumeric37 unique values
0 missing
ATSC2snumeric44 unique values
0 missing
ATSC2vnumeric37 unique values
0 missing
ATSC3enumeric42 unique values
0 missing
ATSC3inumeric44 unique values
0 missing
ATSC3mnumeric45 unique values
0 missing
ATSC3pnumeric44 unique values
0 missing
ATSC3snumeric46 unique values
0 missing
ATSC3vnumeric45 unique values
0 missing
ATSC4enumeric42 unique values
0 missing
ATSC4inumeric42 unique values
0 missing
ATSC4mnumeric46 unique values
0 missing
ATSC4pnumeric46 unique values
0 missing
ATSC4snumeric46 unique values
0 missing
ATSC4vnumeric46 unique values
0 missing
ATSC5enumeric44 unique values
0 missing
ATSC5mnumeric46 unique values
0 missing
ATSC5pnumeric46 unique values
0 missing
ATSC5snumeric46 unique values
0 missing
ATSC5vnumeric46 unique values
0 missing
ATSC6enumeric40 unique values
0 missing
ATSC6inumeric42 unique values
0 missing
ATSC6mnumeric46 unique values
0 missing
ATSC6pnumeric46 unique values
0 missing
ATSC6snumeric46 unique values
0 missing
ATSC6vnumeric46 unique values
0 missing
ATSC7enumeric43 unique values
0 missing
ATSC7inumeric44 unique values
0 missing
ATSC7mnumeric46 unique values
0 missing
ATSC7pnumeric46 unique values
0 missing
ATSC7snumeric46 unique values
0 missing
ATSC7vnumeric46 unique values
0 missing
ATSC8enumeric43 unique values
0 missing
ATSC8inumeric45 unique values
0 missing
ATSC8mnumeric46 unique values
0 missing
ATSC8pnumeric46 unique values
0 missing
ATSC8snumeric46 unique values
0 missing
ATSC8vnumeric45 unique values
0 missing
BACnumeric13 unique values
0 missing
BBInumeric16 unique values
0 missing
BIC0numeric28 unique values
0 missing
BIC1numeric28 unique values
0 missing
BIC2numeric29 unique values
0 missing
BIC3numeric30 unique values
0 missing
BIC4numeric26 unique values
0 missing
BIC5numeric26 unique values
0 missing
BIDnumeric16 unique values
0 missing
BLInumeric42 unique values
0 missing
BLTA96numeric32 unique values
0 missing
BLTD48numeric32 unique values
0 missing
BLTF96numeric30 unique values
0 missing
C.numeric18 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric4 unique values
0 missing
C.006numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.013numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.030numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
C.041numeric2 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CATS2D_03_LLnumeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
51
Number of instances (rows) of the dataset.
NumberOfFeatures
415
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
414
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
8.14
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
18.82
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
3.53
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.06
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
326.87
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
3.53
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.28
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.
MaxKurtosisOfNumericAtts
51
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.85
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
17774.2
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
38.32
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
4.35
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.14
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
7.14
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
5.8
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
112283.32
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
7.62
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.78
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
0.26
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
22.08
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
73.93
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
1.9
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.09
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
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-CHEMBL3461
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3461
0 runs - estimation_procedure: 50 times Clustering
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