Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662

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: CHEMBL1921662 (TID: 104378), and it has 31 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)numeric23 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
BLTF96numeric19 unique values
0 missing
RBFnumeric14 unique values
0 missing
Br.091numeric2 unique values
0 missing
X4Avnumeric26 unique values
0 missing
C.numeric14 unique values
0 missing
X5Anumeric13 unique values
0 missing
C.001numeric4 unique values
0 missing
Eta_C_Anumeric27 unique values
0 missing
C.003numeric2 unique values
0 missing
SpMAD_AEA.ed.numeric18 unique values
0 missing
C.004numeric2 unique values
0 missing
SpMAD_EA.ed.numeric18 unique values
0 missing
C.008numeric3 unique values
0 missing
AACnumeric19 unique values
0 missing
C.024numeric4 unique values
0 missing
BIC0numeric18 unique values
0 missing
C.025numeric3 unique values
0 missing
IC0numeric19 unique values
0 missing
C.026numeric3 unique values
0 missing
JGI6numeric9 unique values
0 missing
C.038numeric3 unique values
0 missing
JGTnumeric18 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
MATS8snumeric18 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
MATS8vnumeric13 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
SIC0numeric19 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
SpMaxA_EA.ed.numeric18 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
PHInumeric21 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
PW3numeric16 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
MATS8enumeric22 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
Eig13_EA.bo.numeric19 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
JGI3numeric16 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
PW2numeric17 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
IC1numeric20 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eig12_AEA.bo.numeric21 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
Eig12_AEA.ri.numeric21 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
Eig12_EAnumeric14 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
Eig12_EA.bo.numeric20 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Eig12_EA.ri.numeric21 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
Eta_epsi_Anumeric19 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
GATS7mnumeric17 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
SM06_AEA.dm.numeric14 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
SM07_AEA.ri.numeric14 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CIC2numeric26 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
Eig13_AEA.ri.numeric21 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
Eig13_EA.ri.numeric21 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
SIC3numeric23 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
SM07_AEA.dm.numeric13 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
SM08_AEA.ri.numeric16 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
IC3numeric25 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
ATSC7snumeric23 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
nCsp3numeric8 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
P_VSA_MR_5numeric11 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
IC2numeric25 unique values
0 missing
CATS2D_09_ALnumeric3 unique values
0 missing
X3Avnumeric25 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
X5Avnumeric23 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
MATS8mnumeric15 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
JGI5numeric13 unique values
0 missing
CENTnumeric16 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
BLInumeric23 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
X1Avnumeric21 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
BIC1numeric19 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
SIC1numeric18 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
S2Knumeric21 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
SssCH2numeric28 unique values
0 missing
Chi0_EA.ri.numeric23 unique values
0 missing
Eta_F_Anumeric28 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
Eta_FL_Anumeric20 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
Eta_L_Anumeric22 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
MATS3inumeric20 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
SpMAD_EA.ri.numeric24 unique values
0 missing
Chi1_EA.bo.numeric23 unique values
0 missing
S3Knumeric22 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
Chi1_EA.ri.numeric28 unique values
0 missing
O.numeric15 unique values
0 missing
CIC0numeric20 unique values
0 missing
CIC1numeric20 unique values
0 missing
CIC4numeric23 unique values
0 missing
IVDEnumeric13 unique values
0 missing
CIC5numeric21 unique values
0 missing
JGI7numeric7 unique values
0 missing
CIDnumeric14 unique values
0 missing
MATS2mnumeric20 unique values
0 missing
Cl.086numeric2 unique values
0 missing
Psi_e_Anumeric22 unique values
0 missing
CMC.80numeric2 unique values
0 missing
Psi_i_Anumeric22 unique values
0 missing
CSInumeric18 unique values
0 missing
X2Avnumeric25 unique values
0 missing
DBInumeric11 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
D.Dtr06numeric4 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
DECCnumeric18 unique values
0 missing
GATS6enumeric24 unique values
0 missing
DELSnumeric28 unique values
0 missing
GATS6snumeric26 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
PCDnumeric15 unique values
0 missing
DLS_01numeric2 unique values
0 missing
PCRnumeric14 unique values
0 missing
DLS_02numeric4 unique values
0 missing
X0Avnumeric21 unique values
0 missing
DLS_03numeric2 unique values
0 missing
GATS2mnumeric22 unique values
0 missing
DLS_04numeric7 unique values
0 missing
MATS2vnumeric21 unique values
0 missing
DLS_06numeric2 unique values
0 missing
JGI4numeric14 unique values
0 missing
DLS_07numeric2 unique values
0 missing
H.046numeric9 unique values
0 missing
Dznumeric18 unique values
0 missing
Menumeric16 unique values
0 missing
ECCnumeric18 unique values
0 missing
BIC2numeric25 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
SIC2numeric25 unique values
0 missing
Eig01_AEA.dm.numeric19 unique values
0 missing
SpMAD_AEA.bo.numeric22 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
NssCH2numeric7 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
P_VSA_LogP_2numeric8 unique values
0 missing
Eig01_EA.bo.numeric17 unique values
0 missing
SpMAD_EA.bo.numeric21 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
ATSC1snumeric22 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric20 unique values
0 missing
Chi1_EA.dm.numeric15 unique values
0 missing
Eig02_AEA.dm.numeric22 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
Eig02_AEA.ed.numeric17 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
Eig02_AEA.ri.numeric23 unique values
0 missing
JGI8numeric8 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
P_VSA_p_2numeric7 unique values
0 missing
Eig02_EA.bo.numeric21 unique values
0 missing
P_VSA_v_2numeric9 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
SAaccnumeric9 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
SM03_EA.ri.numeric14 unique values
0 missing
Eig02_EA.ri.numeric25 unique values
0 missing
SM05_EA.ri.numeric17 unique values
0 missing
Eig03_AEA.bo.numeric23 unique values
0 missing
TPSA.NO.numeric7 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
Eig03_AEA.ed.numeric18 unique values
0 missing
BIC3numeric22 unique values
0 missing
Eig03_AEA.ri.numeric27 unique values
0 missing
CIC3numeric25 unique values
0 missing
Eig03_EAnumeric18 unique values
0 missing
GATS7enumeric21 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
GATS7snumeric23 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
ATSC6snumeric26 unique values
0 missing
Eig03_EA.ri.numeric28 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
Eig01_EA.ri.numeric22 unique values
0 missing
Eig04_AEA.dm.numeric18 unique values
0 missing
JGI1numeric12 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
nHAccnumeric4 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
SM06_EA.ri.numeric27 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
SM07_EA.ri.numeric22 unique values
0 missing
Eig04_EA.bo.numeric23 unique values
0 missing
SM08_EA.ri.numeric28 unique values
0 missing
Eig04_EA.ed.numeric18 unique values
0 missing
SM09_EA.ri.numeric22 unique values
0 missing
Eig04_EA.ri.numeric27 unique values
0 missing
SM10_EA.ri.numeric28 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
SM11_EA.ri.numeric22 unique values
0 missing
Eig05_AEA.dm.numeric21 unique values
0 missing
SM12_EA.ri.numeric27 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
SM13_EA.ri.numeric22 unique values
0 missing
Eig05_AEA.ri.numeric25 unique values
0 missing
SM14_EA.ri.numeric28 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
SM15_EA.ri.numeric22 unique values
0 missing
Eig05_EA.bo.numeric22 unique values
0 missing
SpDiam_EA.ri.numeric27 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
SpMAD_AEA.dm.numeric26 unique values
0 missing
Eig05_EA.ri.numeric27 unique values
0 missing
SpMax2_Bh.s.numeric15 unique values
0 missing
Eig06_AEA.bo.numeric19 unique values
0 missing
SpMax_EA.ri.numeric22 unique values
0 missing
Eig06_AEA.dm.numeric25 unique values
0 missing
TPSA.Tot.numeric8 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
SpMAD_EAnumeric14 unique values
0 missing
Eig06_AEA.ri.numeric26 unique values
0 missing
GATS1vnumeric21 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
GATS2vnumeric21 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
Eig06_EA.ri.numeric26 unique values
0 missing
Eig11_EA.bo.numeric23 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
Eig07_AEA.dm.numeric26 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
GATS7vnumeric20 unique values
0 missing
Eig07_AEA.ri.numeric22 unique values
0 missing
GATS8vnumeric21 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MATS7vnumeric14 unique values
0 missing
Eig07_EA.bo.numeric21 unique values
0 missing
SM05_AEA.dm.numeric18 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
SM06_AEA.ri.numeric17 unique values
0 missing
Eig07_EA.ri.numeric22 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
Eig08_AEA.bo.numeric20 unique values
0 missing
nCsnumeric7 unique values
0 missing
Eig08_AEA.dm.numeric25 unique values
0 missing
MATS7enumeric21 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MATS7snumeric19 unique values
0 missing
Eig08_AEA.ri.numeric27 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
ALOGPnumeric23 unique values
0 missing
Eig08_EA.bo.numeric22 unique values
0 missing
ALOGP2numeric23 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
AMRnumeric23 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
AMWnumeric21 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
ARRnumeric4 unique values
0 missing
Eig09_AEA.dm.numeric26 unique values
0 missing
ATS1enumeric21 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATS1inumeric21 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
ATS1mnumeric20 unique values
0 missing
Eig09_EAnumeric14 unique values
0 missing
ATS1pnumeric21 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
ATS1snumeric23 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS1vnumeric21 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
ATS2enumeric21 unique values
0 missing
Eig09_EA.ri.numeric23 unique values
0 missing
ATS2inumeric21 unique values
0 missing
Eig10_AEA.bo.numeric21 unique values
0 missing
ATS2mnumeric21 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATS2snumeric25 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS3enumeric22 unique values
0 missing
Eig10_EA.bo.numeric20 unique values
0 missing
ATS3inumeric21 unique values
0 missing
Eig10_EA.dm.numeric3 unique values
0 missing
ATS3mnumeric23 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
ATS3snumeric28 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATS3vnumeric22 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
ATS4enumeric23 unique values
0 missing
Eig11_AEA.ri.numeric26 unique values
0 missing
ATS4inumeric24 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig12_EA.dm.numeric4 unique values
0 missing
ATS4snumeric28 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
ATS4vnumeric28 unique values
0 missing
ATS5enumeric27 unique values
0 missing
ATS5inumeric25 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
ATS5pnumeric28 unique values
0 missing
ATS5snumeric28 unique values
0 missing
ATS5vnumeric27 unique values
0 missing
ATS6enumeric25 unique values
0 missing
ATS6inumeric22 unique values
0 missing
ATS6mnumeric24 unique values
0 missing
ATS6pnumeric24 unique values
0 missing
ATS6snumeric26 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
ATS7enumeric22 unique values
0 missing
ATS7inumeric21 unique values
0 missing
ATS7mnumeric22 unique values
0 missing
ATS7pnumeric22 unique values
0 missing
ATS7snumeric23 unique values
0 missing
ATS7vnumeric22 unique values
0 missing
ATS8enumeric22 unique values
0 missing
ATS8inumeric21 unique values
0 missing
ATS8mnumeric22 unique values
0 missing
ATS8pnumeric22 unique values
0 missing
ATS8snumeric24 unique values
0 missing
ATS8vnumeric22 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
ATSC1inumeric20 unique values
0 missing
ATSC1mnumeric21 unique values
0 missing
ATSC1pnumeric21 unique values
0 missing
ATSC1vnumeric21 unique values
0 missing
ATSC2enumeric19 unique values
0 missing
ATSC2inumeric22 unique values
0 missing
ATSC2mnumeric22 unique values
0 missing
ATSC2pnumeric22 unique values
0 missing
ATSC2snumeric28 unique values
0 missing
ATSC2vnumeric22 unique values
0 missing
ATSC3enumeric20 unique values
0 missing
ATSC3inumeric21 unique values
0 missing
ATSC3mnumeric23 unique values
0 missing
ATSC3pnumeric23 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
ATSC3vnumeric23 unique values
0 missing
ATSC4enumeric24 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
ATSC4vnumeric28 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
ATSC5inumeric27 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
ATSC5pnumeric28 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
ATSC6enumeric23 unique values
0 missing
ATSC6inumeric24 unique values
0 missing
ATSC6mnumeric25 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
ATSC7enumeric22 unique values
0 missing
ATSC7inumeric21 unique values
0 missing
ATSC7mnumeric22 unique values
0 missing
ATSC7pnumeric22 unique values
0 missing
ATSC7vnumeric22 unique values
0 missing
ATSC8enumeric20 unique values
0 missing
ATSC8inumeric21 unique values
0 missing
ATSC8mnumeric22 unique values
0 missing
ATSC8pnumeric22 unique values
0 missing
ATSC8snumeric24 unique values
0 missing
ATSC8vnumeric22 unique values
0 missing
BACnumeric12 unique values
0 missing
BBInumeric12 unique values
0 missing
BIC4numeric21 unique values
0 missing
BIC5numeric21 unique values
0 missing
BIDnumeric14 unique values
0 missing
BLTA96numeric18 unique values
0 missing
BLTD48numeric19 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
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
14.13
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.52
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
0.5
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.37
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
1.86
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
0.36
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.1
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.39
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5.11
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
306.71
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
1.77
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
4.71
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.57
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
5.57
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
0.93
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
151
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.11
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.89
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
0.22
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
2.9
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
5.93
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.26
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.58
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.17
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-CHEMBL1921662
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1921662
0 runs - estimation_procedure: 50 times Clustering
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