Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464

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: CHEMBL4464 (TID: 11202), and it has 33 rows and 448 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.

450 features

pXC50 (target)numeric26 unique values
0 missing
molecule_id (row identifier)nominal33 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
H.numeric23 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
GNarnumeric25 unique values
0 missing
Eig01_AEA.ed.numeric12 unique values
0 missing
PDInumeric26 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
X0Anumeric19 unique values
0 missing
Eig01_EAnumeric13 unique values
0 missing
GATS1vnumeric31 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
MATS1mnumeric18 unique values
0 missing
Eig01_EA.dm.numeric2 unique values
0 missing
SaaaCnumeric27 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
AMWnumeric31 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
GATS1mnumeric28 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
Mvnumeric27 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
GATS7inumeric30 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
Mpnumeric26 unique values
0 missing
Eig02_EA.bo.numeric7 unique values
0 missing
P_VSA_LogP_7numeric21 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
SIC0numeric25 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
AACnumeric31 unique values
0 missing
Eig03_AEA.bo.numeric8 unique values
0 missing
IC0numeric31 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
GATS3enumeric31 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
ATSC1mnumeric32 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
ATSC1snumeric33 unique values
0 missing
Eig03_EAnumeric10 unique values
0 missing
TIC3numeric32 unique values
0 missing
Eig03_EA.bo.numeric8 unique values
0 missing
ATSC2vnumeric33 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATSC1vnumeric32 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
nHnumeric16 unique values
0 missing
Eig03_EA.ri.numeric10 unique values
0 missing
P_VSA_e_1numeric17 unique values
0 missing
Eig04_AEA.bo.numeric12 unique values
0 missing
P_VSA_m_1numeric17 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
P_VSA_p_1numeric18 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
P_VSA_s_2numeric17 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
P_VSA_v_1numeric17 unique values
0 missing
Eig04_EAnumeric14 unique values
0 missing
ATSC2pnumeric33 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
ATSC8mnumeric33 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
Eta_epsi_Anumeric29 unique values
0 missing
Eig04_EA.ed.numeric11 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
Eig04_EA.ri.numeric15 unique values
0 missing
N.071numeric5 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
nArNR2numeric5 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
SsssNnumeric19 unique values
0 missing
Eig05_AEA.ed.numeric14 unique values
0 missing
GATS1pnumeric30 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
TIC4numeric31 unique values
0 missing
Eig05_EAnumeric18 unique values
0 missing
TIC5numeric31 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
DBInumeric20 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
P_VSA_MR_1numeric18 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
AECCnumeric29 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
ALOGPnumeric33 unique values
0 missing
Eig06_AEA.bo.numeric20 unique values
0 missing
ALOGP2numeric33 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
AMRnumeric33 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
ARRnumeric21 unique values
0 missing
Eig06_AEA.ri.numeric22 unique values
0 missing
ATS1enumeric28 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
ATS1inumeric31 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
ATS1snumeric32 unique values
0 missing
Eig06_EA.ri.numeric22 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
ATS2enumeric31 unique values
0 missing
Eig07_AEA.dm.numeric20 unique values
0 missing
ATS2inumeric32 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
ATS2mnumeric32 unique values
0 missing
Eig07_AEA.ri.numeric24 unique values
0 missing
ATS2pnumeric32 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
ATS2snumeric33 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
ATS2vnumeric31 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS3enumeric33 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATS3inumeric33 unique values
0 missing
Eig07_EA.ri.numeric23 unique values
0 missing
ATS3mnumeric33 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
ATS3pnumeric29 unique values
0 missing
Eig08_AEA.dm.numeric23 unique values
0 missing
ATS3snumeric32 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATS3vnumeric33 unique values
0 missing
Eig08_AEA.ri.numeric29 unique values
0 missing
ATS4enumeric32 unique values
0 missing
Eig08_EAnumeric25 unique values
0 missing
ATS4inumeric32 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
ATS4mnumeric32 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS4pnumeric33 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
ATS4snumeric33 unique values
0 missing
Eig08_EA.ri.numeric27 unique values
0 missing
ATS4vnumeric32 unique values
0 missing
Eig09_AEA.bo.numeric26 unique values
0 missing
ATS5enumeric33 unique values
0 missing
Eig09_AEA.dm.numeric23 unique values
0 missing
ATS5inumeric33 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
Eig09_AEA.ri.numeric30 unique values
0 missing
ATS5pnumeric29 unique values
0 missing
Eig09_EAnumeric27 unique values
0 missing
ATS5snumeric32 unique values
0 missing
Eig09_EA.bo.numeric22 unique values
0 missing
ATS5vnumeric33 unique values
0 missing
Eig09_EA.ed.numeric24 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig09_EA.ri.numeric30 unique values
0 missing
ATS6inumeric33 unique values
0 missing
Eig10_AEA.bo.numeric26 unique values
0 missing
ATS6mnumeric33 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
ATS6pnumeric33 unique values
0 missing
Eig10_AEA.ed.numeric19 unique values
0 missing
ATS6snumeric33 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
Eig10_EAnumeric21 unique values
0 missing
ATS7enumeric31 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
ATS7inumeric33 unique values
0 missing
Eig10_EA.ed.numeric26 unique values
0 missing
ATS7mnumeric32 unique values
0 missing
Eig10_EA.ri.numeric26 unique values
0 missing
ATS7pnumeric33 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
ATS7snumeric32 unique values
0 missing
Eig11_AEA.dm.numeric21 unique values
0 missing
ATS7vnumeric33 unique values
0 missing
Eig11_AEA.ed.numeric20 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Eig11_AEA.ri.numeric33 unique values
0 missing
ATS8inumeric33 unique values
0 missing
Eig11_EAnumeric25 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig11_EA.ed.numeric26 unique values
0 missing
ATS8snumeric31 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
ATS8vnumeric31 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Eig12_AEA.dm.numeric26 unique values
0 missing
ATSC1inumeric30 unique values
0 missing
Eig12_AEA.ed.numeric27 unique values
0 missing
ATSC1pnumeric32 unique values
0 missing
Eig12_AEA.ri.numeric28 unique values
0 missing
ATSC2enumeric30 unique values
0 missing
Eig12_EAnumeric24 unique values
0 missing
ATSC2inumeric33 unique values
0 missing
Eig12_EA.bo.numeric19 unique values
0 missing
ATSC2mnumeric33 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
ATSC2snumeric33 unique values
0 missing
Eig12_EA.ri.numeric26 unique values
0 missing
ATSC3enumeric31 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
ATSC3inumeric33 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
ATSC3mnumeric33 unique values
0 missing
Eig13_AEA.ed.numeric23 unique values
0 missing
ATSC3pnumeric33 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
ATSC3snumeric33 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
ATSC3vnumeric33 unique values
0 missing
Eig13_EA.bo.numeric14 unique values
0 missing
ATSC4enumeric33 unique values
0 missing
Eig13_EA.ed.numeric23 unique values
0 missing
ATSC4inumeric33 unique values
0 missing
Eig13_EA.ri.numeric22 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig14_AEA.bo.numeric12 unique values
0 missing
ATSC4pnumeric33 unique values
0 missing
Eig14_AEA.dm.numeric23 unique values
0 missing
ATSC4snumeric33 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
ATSC4vnumeric33 unique values
0 missing
Eig14_AEA.ri.numeric19 unique values
0 missing
ATSC5enumeric30 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATSC5inumeric33 unique values
0 missing
Eig14_EA.bo.numeric12 unique values
0 missing
ATSC5mnumeric33 unique values
0 missing
Eig14_EA.ed.numeric17 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
Eig14_EA.ri.numeric19 unique values
0 missing
ATSC5snumeric33 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC5vnumeric33 unique values
0 missing
Eig15_AEA.dm.numeric20 unique values
0 missing
ATSC6enumeric33 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
ATSC6inumeric32 unique values
0 missing
Eig15_AEA.ri.numeric11 unique values
0 missing
ATSC6mnumeric33 unique values
0 missing
Eig15_EAnumeric11 unique values
0 missing
ATSC6pnumeric33 unique values
0 missing
Eig15_EA.bo.numeric12 unique values
0 missing
ATSC6snumeric33 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC6vnumeric33 unique values
0 missing
Eig15_EA.ri.numeric11 unique values
0 missing
ATSC7enumeric32 unique values
0 missing
Eta_alphanumeric29 unique values
0 missing
ATSC7inumeric33 unique values
0 missing
Eta_alpha_Anumeric17 unique values
0 missing
ATSC7mnumeric33 unique values
0 missing
Eta_Bnumeric25 unique values
0 missing
ATSC7pnumeric33 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
ATSC7snumeric33 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
ATSC7vnumeric33 unique values
0 missing
Eta_beta_Anumeric28 unique values
0 missing
ATSC8enumeric33 unique values
0 missing
Eta_betaPnumeric12 unique values
0 missing
ATSC8inumeric33 unique values
0 missing
Eta_betaP_Anumeric25 unique values
0 missing
ATSC8pnumeric33 unique values
0 missing
Eta_betaSnumeric24 unique values
0 missing
ATSC8snumeric33 unique values
0 missing
Eta_betaS_Anumeric24 unique values
0 missing
ATSC8vnumeric33 unique values
0 missing
Eta_Cnumeric33 unique values
0 missing
BACnumeric18 unique values
0 missing
Eta_C_Anumeric30 unique values
0 missing
BBInumeric18 unique values
0 missing
Eta_epsinumeric32 unique values
0 missing
BIC1numeric25 unique values
0 missing
Eta_Fnumeric33 unique values
0 missing
BIC2numeric28 unique values
0 missing
Eta_F_Anumeric32 unique values
0 missing
BIC3numeric26 unique values
0 missing
Eta_FLnumeric31 unique values
0 missing
BIC4numeric27 unique values
0 missing
Eta_FL_Anumeric30 unique values
0 missing
BIC5numeric29 unique values
0 missing
Eta_Lnumeric33 unique values
0 missing
BIDnumeric18 unique values
0 missing
Eta_L_Anumeric27 unique values
0 missing
BLInumeric29 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
BLTA96numeric28 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
BLTD48numeric29 unique values
0 missing
Eta_sh_ynumeric26 unique values
0 missing
BLTF96numeric28 unique values
0 missing
F.084numeric2 unique values
0 missing
C.numeric24 unique values
0 missing
GATS1enumeric28 unique values
0 missing
C.001numeric4 unique values
0 missing
GATS1inumeric31 unique values
0 missing
C.002numeric7 unique values
0 missing
GATS1snumeric32 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS2enumeric31 unique values
0 missing
C.004numeric2 unique values
0 missing
GATS2inumeric31 unique values
0 missing
C.005numeric6 unique values
0 missing
GATS2mnumeric31 unique values
0 missing
C.006numeric3 unique values
0 missing
GATS2pnumeric32 unique values
0 missing
C.024numeric12 unique values
0 missing
GATS2snumeric33 unique values
0 missing
C.025numeric3 unique values
0 missing
GATS2vnumeric32 unique values
0 missing
C.026numeric5 unique values
0 missing
GATS3inumeric31 unique values
0 missing
C.027numeric2 unique values
0 missing
GATS3mnumeric33 unique values
0 missing
C.028numeric2 unique values
0 missing
GATS3pnumeric31 unique values
0 missing
C.029numeric2 unique values
0 missing
GATS3snumeric31 unique values
0 missing
C.030numeric2 unique values
0 missing
GATS3vnumeric33 unique values
0 missing
C.034numeric3 unique values
0 missing
GATS4enumeric32 unique values
0 missing
C.035numeric2 unique values
0 missing
GATS4inumeric31 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
C.041numeric2 unique values
0 missing
GATS4pnumeric32 unique values
0 missing
C.042numeric2 unique values
0 missing
GATS4snumeric29 unique values
0 missing
C.043numeric2 unique values
0 missing
GATS4vnumeric29 unique values
0 missing
C.044numeric2 unique values
0 missing
GATS5enumeric32 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
GATS5inumeric29 unique values
0 missing
CATS2D_01_LLnumeric13 unique values
0 missing
GATS5mnumeric33 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
GATS5pnumeric31 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
GATS5snumeric33 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS5vnumeric32 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS6enumeric33 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
GATS6inumeric30 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
GATS6pnumeric29 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS6snumeric32 unique values
0 missing
CATS2D_03_LLnumeric12 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS7enumeric33 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS7mnumeric33 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS7pnumeric31 unique values
0 missing
CATS2D_04_LLnumeric10 unique values
0 missing
GATS7snumeric32 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS7vnumeric30 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
GATS8enumeric32 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
GATS8inumeric30 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS8mnumeric30 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS8pnumeric33 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS8snumeric32 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS8vnumeric27 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_LLnumeric14 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric15 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
CATS2D_09_ALnumeric10 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
CENTnumeric29 unique values
0 missing
Chi0_AEA.bo.numeric28 unique values
0 missing
Chi0_AEA.dm.numeric28 unique values
0 missing
Chi0_AEA.ed.numeric28 unique values
0 missing
Chi0_AEA.ri.numeric28 unique values
0 missing
Chi0_EAnumeric28 unique values
0 missing
Chi0_EA.bo.numeric29 unique values
0 missing
Chi0_EA.dm.numeric23 unique values
0 missing
Chi0_EA.ed.numeric29 unique values
0 missing
Chi0_EA.ri.numeric33 unique values
0 missing
Chi1_AEA.bo.numeric29 unique values
0 missing
Chi1_AEA.dm.numeric29 unique values
0 missing
Chi1_AEA.ed.numeric29 unique values
0 missing
Chi1_AEA.ri.numeric29 unique values
0 missing
Chi1_EAnumeric29 unique values
0 missing
Chi1_EA.bo.numeric29 unique values
0 missing
Chi1_EA.dm.numeric25 unique values
0 missing
Chi1_EA.ed.numeric29 unique values
0 missing
Chi1_EA.ri.numeric33 unique values
0 missing
CIC0numeric30 unique values
0 missing
CIC1numeric31 unique values
0 missing
CIC2numeric31 unique values
0 missing
CIC3numeric31 unique values
0 missing
CIC4numeric31 unique values
0 missing
CIC5numeric31 unique values
0 missing
CIDnumeric25 unique values
0 missing
Cl.089numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric28 unique values
0 missing
D.Dtr05numeric29 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
D.Dtr09numeric24 unique values
0 missing
DECCnumeric27 unique values
0 missing
DELSnumeric33 unique values
0 missing
DLS_01numeric2 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric2 unique values
0 missing
DLS_04numeric5 unique values
0 missing
DLS_05numeric2 unique values
0 missing
DLS_06numeric3 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
Dznumeric26 unique values
0 missing
ECCnumeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
33
Number of instances (rows) of the dataset.
NumberOfFeatures
450
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
449
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
5.74
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
0.92
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
1050.59
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.16
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.08
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
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
2.5
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
31.15
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.23
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.17
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.82
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
13.64
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.49
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.76
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
6.5
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
0.29
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.13
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
33
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.45
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
3757.82
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
2.46
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.2
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.86
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4464
0 runs - estimation_procedure: 50 times Clustering
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