Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181

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: CHEMBL5181 (TID: 101099), and it has 10 rows and 436 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.

438 features

pXC50 (target)numeric1 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
Eig02_EAnumeric10 unique values
0 missing
AACnumeric9 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
AECCnumeric10 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
Eig02_EA.ri.numeric10 unique values
0 missing
AMRnumeric10 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
AMWnumeric10 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS1snumeric10 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Eig04_AEA.dm.numeric9 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig04_EA.bo.numeric8 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ATS3inumeric10 unique values
0 missing
Eig04_EA.ed.numeric10 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
Eig05_AEA.bo.numeric8 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig05_AEA.dm.numeric9 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
Eig05_AEA.ed.numeric10 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
ATS4inumeric10 unique values
0 missing
Eig05_EAnumeric10 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Eig05_EA.bo.numeric8 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig05_EA.ed.numeric10 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig06_AEA.dm.numeric9 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
ATS5snumeric9 unique values
0 missing
Eig06_EAnumeric10 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig06_EA.dm.numeric9 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig06_EA.ed.numeric10 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig06_EA.ri.numeric10 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric9 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig07_AEA.dm.numeric10 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATS7enumeric10 unique values
0 missing
Eig07_AEA.ri.numeric10 unique values
0 missing
ATS7inumeric10 unique values
0 missing
Eig07_EAnumeric10 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
Eig07_EA.bo.numeric9 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Eig07_EA.dm.numeric7 unique values
0 missing
ATS7snumeric10 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS8enumeric10 unique values
0 missing
Eig08_AEA.bo.numeric10 unique values
0 missing
ATS8inumeric10 unique values
0 missing
Eig08_AEA.dm.numeric9 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
Eig08_AEA.ed.numeric10 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
Eig08_AEA.ri.numeric10 unique values
0 missing
ATS8snumeric10 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
Eig08_EA.bo.numeric10 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig08_EA.dm.numeric9 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig08_EA.ed.numeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
Eig08_EA.ri.numeric10 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig09_AEA.bo.numeric9 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATSC2enumeric10 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eig09_EAnumeric10 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
Eig09_EA.bo.numeric9 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
Eig09_EA.dm.numeric9 unique values
0 missing
ATSC2snumeric10 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATSC3enumeric10 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
Eig10_AEA.dm.numeric10 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
Eig10_AEA.ed.numeric9 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eig10_EA.dm.numeric7 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
Eig10_EA.ed.numeric10 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eig11_AEA.dm.numeric10 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eig11_AEA.ed.numeric10 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eig11_EAnumeric10 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Eig11_EA.bo.numeric10 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eig11_EA.dm.numeric7 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eig11_EA.ed.numeric10 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric10 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eig12_AEA.ri.numeric10 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
ATSC7enumeric10 unique values
0 missing
Eig12_EA.dm.numeric8 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
Eig12_EA.ri.numeric10 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
ATSC7snumeric10 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
Eig13_AEA.ed.numeric10 unique values
0 missing
ATSC8enumeric10 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
Eig13_EAnumeric10 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
Eig13_EA.dm.numeric6 unique values
0 missing
ATSC8snumeric10 unique values
0 missing
Eig13_EA.ed.numeric10 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
BACnumeric10 unique values
0 missing
Eig14_AEA.bo.numeric8 unique values
0 missing
BBInumeric9 unique values
0 missing
Eig14_AEA.dm.numeric10 unique values
0 missing
BIC0numeric9 unique values
0 missing
Eig14_AEA.ed.numeric10 unique values
0 missing
BIC1numeric10 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
BIC2numeric9 unique values
0 missing
Eig14_EAnumeric9 unique values
0 missing
BIC3numeric9 unique values
0 missing
Eig14_EA.bo.numeric9 unique values
0 missing
BIC4numeric7 unique values
0 missing
Eig14_EA.dm.numeric7 unique values
0 missing
BIC5numeric7 unique values
0 missing
Eig14_EA.ed.numeric10 unique values
0 missing
BIDnumeric10 unique values
0 missing
Eig14_EA.ri.numeric9 unique values
0 missing
BLInumeric10 unique values
0 missing
Eig15_AEA.bo.numeric9 unique values
0 missing
BLTA96numeric10 unique values
0 missing
Eig15_AEA.dm.numeric10 unique values
0 missing
BLTD48numeric10 unique values
0 missing
Eig15_AEA.ed.numeric10 unique values
0 missing
BLTF96numeric10 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
C.numeric10 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig15_EA.dm.numeric5 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
C.006numeric2 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
C.008numeric5 unique values
0 missing
Eta_alphanumeric10 unique values
0 missing
C.015numeric2 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
C.016numeric2 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_B_Anumeric5 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
C.040numeric7 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaPnumeric10 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_betaS_Anumeric9 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
CATS2D_02_DNnumeric3 unique values
0 missing
Eta_F_Anumeric10 unique values
0 missing
CATS2D_02_LLnumeric2 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric7 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_L_Anumeric6 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
Eta_sh_pnumeric10 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eta_sh_ynumeric9 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS1enumeric10 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS1inumeric10 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
GATS1mnumeric10 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS1snumeric9 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS2enumeric10 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS2inumeric10 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
GATS2snumeric10 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GATS3enumeric9 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS3inumeric9 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS3mnumeric10 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS3pnumeric8 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS3snumeric10 unique values
0 missing
CATS2D_05_DNnumeric3 unique values
0 missing
GATS3vnumeric9 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
GATS4enumeric10 unique values
0 missing
CATS2D_05_NLnumeric5 unique values
0 missing
GATS4inumeric9 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
GATS4pnumeric9 unique values
0 missing
CATS2D_06_DAnumeric8 unique values
0 missing
GATS4snumeric10 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS5enumeric10 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GATS5inumeric10 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
GATS5mnumeric9 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
GATS5snumeric10 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS5vnumeric10 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS6enumeric10 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
GATS6inumeric9 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
GATS6mnumeric10 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS6pnumeric10 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
GATS6snumeric10 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
GATS6vnumeric9 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_DAnumeric7 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
CATS2D_09_NLnumeric5 unique values
0 missing
CATS2D_09_NNnumeric2 unique values
0 missing
CENTnumeric10 unique values
0 missing
Chi0_AEA.bo.numeric10 unique values
0 missing
Chi0_AEA.dm.numeric10 unique values
0 missing
Chi0_AEA.ed.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric10 unique values
0 missing
Chi0_EAnumeric10 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
Chi0_EA.ed.numeric10 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric10 unique values
0 missing
Chi1_AEA.dm.numeric10 unique values
0 missing
Chi1_AEA.ed.numeric10 unique values
0 missing
Chi1_AEA.ri.numeric10 unique values
0 missing
Chi1_EAnumeric10 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
Chi1_EA.dm.numeric10 unique values
0 missing
Chi1_EA.ed.numeric10 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
CIC0numeric10 unique values
0 missing
CIC1numeric10 unique values
0 missing
CIC2numeric10 unique values
0 missing
CIC3numeric10 unique values
0 missing
CIC4numeric10 unique values
0 missing
CIC5numeric10 unique values
0 missing
CIDnumeric10 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric10 unique values
0 missing
DBInumeric10 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
DECCnumeric10 unique values
0 missing
DELSnumeric10 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric3 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric3 unique values
0 missing
DLS_06numeric4 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric6 unique values
0 missing
Dznumeric10 unique values
0 missing
ECCnumeric10 unique values
0 missing
Eig01_AEA.bo.numeric7 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
Eig01_AEA.ri.numeric7 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
Eig01_EA.bo.numeric6 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
Eig02_AEA.dm.numeric10 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
438
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
437
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
43.8
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.35
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
-0.35
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.6
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
11.77
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
-2.28
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.69
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-0.84
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
3946.3
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
0.57
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
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.41
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.68
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.16
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.16
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
2783.1
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.97
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.58
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
1.06
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
0.17
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
23.15
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.96
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
1
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.31
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-CHEMBL5181
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5181
0 runs - estimation_procedure: 50 times Clustering
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