DEVELOPMENT... OpenML
Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 by unknown
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3186 (TID: 19704), and it has 31 rows and 421 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.

423 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
C.001numeric5 unique values
0 missing
nCpnumeric5 unique values
0 missing
X5vnumeric30 unique values
0 missing
ZM2Kupnumeric29 unique values
0 missing
GGI6numeric27 unique values
0 missing
ATS5mnumeric30 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
AACnumeric29 unique values
0 missing
AECCnumeric27 unique values
0 missing
ALOGPnumeric31 unique values
0 missing
ALOGP2numeric31 unique values
0 missing
AMRnumeric31 unique values
0 missing
AMWnumeric30 unique values
0 missing
ARRnumeric25 unique values
0 missing
ATS1enumeric30 unique values
0 missing
ATS1inumeric29 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
ATS1snumeric30 unique values
0 missing
ATS1vnumeric29 unique values
0 missing
ATS2enumeric29 unique values
0 missing
ATS2inumeric30 unique values
0 missing
ATS2mnumeric31 unique values
0 missing
ATS2pnumeric31 unique values
0 missing
ATS2snumeric31 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
ATS3enumeric28 unique values
0 missing
ATS3inumeric31 unique values
0 missing
ATS3mnumeric30 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
ATS3snumeric30 unique values
0 missing
ATS3vnumeric30 unique values
0 missing
ATS4enumeric29 unique values
0 missing
ATS4inumeric30 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
ATS4pnumeric29 unique values
0 missing
ATS4snumeric30 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
ATS5enumeric31 unique values
0 missing
ATS5inumeric31 unique values
0 missing
ATS5pnumeric30 unique values
0 missing
ATS5snumeric31 unique values
0 missing
ATS5vnumeric31 unique values
0 missing
ATS6enumeric31 unique values
0 missing
ATS6inumeric31 unique values
0 missing
ATS6pnumeric31 unique values
0 missing
ATS6snumeric31 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
ATS7enumeric29 unique values
0 missing
ATS7inumeric31 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
ATS7snumeric31 unique values
0 missing
ATS7vnumeric31 unique values
0 missing
ATS8enumeric30 unique values
0 missing
ATS8inumeric31 unique values
0 missing
ATS8mnumeric31 unique values
0 missing
ATS8pnumeric30 unique values
0 missing
ATS8snumeric31 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
ATSC1enumeric27 unique values
0 missing
ATSC1inumeric30 unique values
0 missing
ATSC1mnumeric30 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
ATSC1vnumeric30 unique values
0 missing
ATSC2enumeric31 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
ATSC2mnumeric31 unique values
0 missing
ATSC2pnumeric31 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
ATSC2vnumeric31 unique values
0 missing
ATSC3enumeric31 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
ATSC3mnumeric31 unique values
0 missing
ATSC3pnumeric30 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
ATSC3vnumeric31 unique values
0 missing
ATSC4enumeric30 unique values
0 missing
ATSC4inumeric30 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
ATSC5enumeric30 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
ATSC7pnumeric30 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
ATSC8inumeric31 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
BACnumeric15 unique values
0 missing
BBInumeric19 unique values
0 missing
BIC0numeric25 unique values
0 missing
BIC1numeric29 unique values
0 missing
BIC2numeric27 unique values
0 missing
BIC3numeric28 unique values
0 missing
BIC4numeric25 unique values
0 missing
BIC5numeric24 unique values
0 missing
BIDnumeric22 unique values
0 missing
BLInumeric29 unique values
0 missing
BLTA96numeric27 unique values
0 missing
BLTD48numeric27 unique values
0 missing
BLTF96numeric28 unique values
0 missing
C.numeric24 unique values
0 missing
C.002numeric6 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric3 unique values
0 missing
C.005numeric5 unique values
0 missing
C.006numeric6 unique values
0 missing
C.008numeric5 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
C.024numeric11 unique values
0 missing
C.025numeric7 unique values
0 missing
C.026numeric6 unique values
0 missing
C.027numeric2 unique values
0 missing
C.029numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric3 unique values
0 missing
C.035numeric2 unique values
0 missing
C.038numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric5 unique values
0 missing
C.041numeric3 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_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric13 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_LLnumeric13 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric13 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric11 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric10 unique values
0 missing
CATS2D_07_LLnumeric17 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_LLnumeric13 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
CENTnumeric28 unique values
0 missing
Chi0_AEA.bo.numeric26 unique values
0 missing
Chi0_AEA.dm.numeric26 unique values
0 missing
Chi0_AEA.ed.numeric26 unique values
0 missing
Chi0_AEA.ri.numeric26 unique values
0 missing
Chi0_EAnumeric26 unique values
0 missing
Chi0_EA.bo.numeric29 unique values
0 missing
Chi0_EA.dm.numeric27 unique values
0 missing
Chi0_EA.ed.numeric29 unique values
0 missing
Chi0_EA.ri.numeric29 unique values
0 missing
Chi1_AEA.bo.numeric28 unique values
0 missing
Chi1_AEA.dm.numeric28 unique values
0 missing
Chi1_AEA.ed.numeric28 unique values
0 missing
Chi1_AEA.ri.numeric28 unique values
0 missing
Chi1_EAnumeric28 unique values
0 missing
Chi1_EA.bo.numeric31 unique values
0 missing
Chi1_EA.dm.numeric27 unique values
0 missing
Chi1_EA.ed.numeric29 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
CIC0numeric29 unique values
0 missing
CIC1numeric31 unique values
0 missing
CIC2numeric29 unique values
0 missing
CIC3numeric27 unique values
0 missing
CIC4numeric27 unique values
0 missing
CIC5numeric26 unique values
0 missing
CIDnumeric26 unique values
0 missing
Cl.089numeric2 unique values
0 missing
Cl.090numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric29 unique values
0 missing
DBInumeric15 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
D.Dtr05numeric22 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
D.Dtr09numeric20 unique values
0 missing
D.Dtr10numeric9 unique values
0 missing
D.Dtr11numeric3 unique values
0 missing
D.Dtr12numeric4 unique values
0 missing
DECCnumeric27 unique values
0 missing
DELSnumeric31 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric6 unique values
0 missing
DLS_05numeric3 unique values
0 missing
DLS_06numeric5 unique values
0 missing
DLS_07numeric3 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
Dznumeric24 unique values
0 missing
ECCnumeric26 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
Eig01_EA.ed.numeric15 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
Eig02_AEA.bo.numeric24 unique values
0 missing
Eig02_AEA.dm.numeric25 unique values
0 missing
Eig02_AEA.ed.numeric19 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
Eig02_EAnumeric20 unique values
0 missing
Eig02_EA.bo.numeric23 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
Eig02_EA.ed.numeric20 unique values
0 missing
Eig02_EA.ri.numeric23 unique values
0 missing
Eig03_AEA.bo.numeric25 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
Eig03_AEA.ed.numeric20 unique values
0 missing
Eig03_AEA.ri.numeric26 unique values
0 missing
Eig03_EAnumeric23 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
Eig03_EA.dm.numeric10 unique values
0 missing
Eig03_EA.ed.numeric22 unique values
0 missing
Eig03_EA.ri.numeric27 unique values
0 missing
Eig04_AEA.bo.numeric29 unique values
0 missing
Eig04_AEA.dm.numeric25 unique values
0 missing
Eig04_AEA.ed.numeric23 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
Eig04_EAnumeric26 unique values
0 missing
Eig04_EA.bo.numeric28 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
Eig04_EA.ed.numeric27 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
Eig05_AEA.bo.numeric27 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
Eig05_EAnumeric26 unique values
0 missing
Eig05_EA.bo.numeric26 unique values
0 missing
Eig05_EA.dm.numeric9 unique values
0 missing
Eig05_EA.ed.numeric25 unique values
0 missing
Eig05_EA.ri.numeric25 unique values
0 missing
Eig06_AEA.bo.numeric28 unique values
0 missing
Eig06_AEA.dm.numeric28 unique values
0 missing
Eig06_AEA.ed.numeric27 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
Eig06_EAnumeric26 unique values
0 missing
Eig06_EA.bo.numeric29 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
Eig06_EA.ed.numeric28 unique values
0 missing
Eig06_EA.ri.numeric27 unique values
0 missing
Eig07_AEA.bo.numeric29 unique values
0 missing
Eig07_AEA.dm.numeric30 unique values
0 missing
Eig07_AEA.ed.numeric28 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
Eig07_EA.bo.numeric29 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
Eig07_EA.ed.numeric29 unique values
0 missing
Eig07_EA.ri.numeric28 unique values
0 missing
Eig08_AEA.bo.numeric28 unique values
0 missing
Eig08_AEA.dm.numeric28 unique values
0 missing
Eig08_AEA.ed.numeric28 unique values
0 missing
Eig08_AEA.ri.numeric28 unique values
0 missing
Eig08_EAnumeric28 unique values
0 missing
Eig08_EA.bo.numeric29 unique values
0 missing
Eig08_EA.dm.numeric5 unique values
0 missing
Eig08_EA.ed.numeric26 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
Eig09_AEA.bo.numeric27 unique values
0 missing
Eig09_AEA.dm.numeric25 unique values
0 missing
Eig09_AEA.ed.numeric26 unique values
0 missing
Eig09_AEA.ri.numeric28 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
Eig09_EA.bo.numeric28 unique values
0 missing
Eig09_EA.dm.numeric3 unique values
0 missing
Eig09_EA.ed.numeric24 unique values
0 missing
Eig09_EA.ri.numeric29 unique values
0 missing
Eig10_AEA.bo.numeric26 unique values
0 missing
Eig10_AEA.dm.numeric23 unique values
0 missing
Eig10_AEA.ed.numeric25 unique values
0 missing
Eig10_AEA.ri.numeric25 unique values
0 missing
Eig10_EAnumeric28 unique values
0 missing
Eig10_EA.bo.numeric27 unique values
0 missing
Eig10_EA.dm.numeric4 unique values
0 missing
Eig10_EA.ed.numeric27 unique values
0 missing
Eig10_EA.ri.numeric26 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
Eig11_AEA.ed.numeric24 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
Eig11_EAnumeric21 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
Eig11_EA.dm.numeric4 unique values
0 missing
Eig11_EA.ed.numeric27 unique values
0 missing
Eig11_EA.ri.numeric24 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
Eig12_AEA.dm.numeric28 unique values
0 missing
Eig12_AEA.ed.numeric25 unique values
0 missing
Eig12_AEA.ri.numeric20 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
Eig12_EA.ed.numeric28 unique values
0 missing
Eig12_EA.ri.numeric21 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
Eig13_EAnumeric18 unique values
0 missing
Eig13_EA.bo.numeric26 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
Eig13_EA.ed.numeric23 unique values
0 missing
Eig13_EA.ri.numeric18 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
Eig14_AEA.dm.numeric22 unique values
0 missing
Eig14_AEA.ed.numeric18 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
Eig14_EA.bo.numeric28 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
Eig14_EA.ri.numeric26 unique values
0 missing
Eig15_AEA.bo.numeric23 unique values
0 missing
Eig15_AEA.dm.numeric21 unique values
0 missing
Eig15_AEA.ed.numeric23 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
Eig15_EAnumeric22 unique values
0 missing
Eig15_EA.bo.numeric24 unique values
0 missing
Eig15_EA.ed.numeric19 unique values
0 missing
Eig15_EA.ri.numeric21 unique values
0 missing
Eta_alphanumeric23 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
Eta_Bnumeric20 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
Eta_betanumeric26 unique values
0 missing
Eta_beta_Anumeric27 unique values
0 missing
Eta_betaPnumeric17 unique values
0 missing
Eta_betaP_Anumeric27 unique values
0 missing
Eta_betaSnumeric24 unique values
0 missing
Eta_betaS_Anumeric22 unique values
0 missing
Eta_Cnumeric30 unique values
0 missing
Eta_C_Anumeric28 unique values
0 missing
Eta_epsinumeric29 unique values
0 missing
Eta_epsi_Anumeric28 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
Eta_F_Anumeric30 unique values
0 missing
Eta_FLnumeric31 unique values
0 missing
Eta_FL_Anumeric26 unique values
0 missing
Eta_Lnumeric31 unique values
0 missing
Eta_L_Anumeric25 unique values
0 missing
Eta_sh_pnumeric25 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
F.084numeric2 unique values
0 missing
GATS1enumeric29 unique values
0 missing
GATS1inumeric30 unique values
0 missing
GATS1mnumeric27 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
423
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
422
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfNumericFeatures
99.76
Percentage of numeric attributes.
PercentageOfSymbolicFeatures
0.24
Percentage of nominal attributes.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile1KurtosisOfNumericAtts
0.26
First quartile of kurtosis among attributes of the numeric type.
Quartile1MeansOfNumericAtts
0.84
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.
Quartile1SkewnessOfNumericAtts
0.37
First quartile of skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.34
First quartile of standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Quartile2KurtosisOfNumericAtts
2.25
Second quartile (Median) of kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.05
Second quartile (Median) of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
1.32
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.6
Second quartile (Median) of standard deviation of attributes of the numeric type.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
Quartile3KurtosisOfNumericAtts
4.41
Third quartile of kurtosis among attributes of the numeric type.
Quartile3MeansOfNumericAtts
6.14
Third quartile of means among attributes of the numeric type.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Quartile3SkewnessOfNumericAtts
2.1
Third quartile of skewness among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.27
Third quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.45
Average class difference between consecutive instances.
MeanMeansOfNumericAtts
19.13
Mean of means among attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
Dimensionality
13.65
Number of attributes divided by the number of instances.
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.
MajorityClassSize
Number of instances belonging to the most frequent class.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
2286.13
Maximum of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MaxSkewnessOfNumericAtts
5.57
Maximum skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2057.94
Maximum standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MeanKurtosisOfNumericAtts
3.62
Mean kurtosis among attributes of the numeric type.
NumberOfBinaryFeatures
0
Number of binary attributes.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
MeanSkewnessOfNumericAtts
1.35
Mean skewness among attributes of the numeric type.
MeanStdDevOfNumericAtts
12.51
Mean standard deviation of attributes of the numeric type.
MinAttributeEntropy
Minimal entropy among attributes.
MinKurtosisOfNumericAtts
-2.02
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.65
Minimum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.56
Minimum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3186
0 runs - estimation_procedure: 50 times Clustering
Define a new task