Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311

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: CHEMBL2146311 (TID: 105139), and it has 73 rows and 439 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.

441 features

pXC50 (target)numeric72 unique values
0 missing
molecule_id (row identifier)nominal73 unique values
0 missing
D.Dtr05numeric47 unique values
0 missing
Eig14_AEA.dm.numeric57 unique values
0 missing
D.Dtr06numeric72 unique values
0 missing
AACnumeric66 unique values
0 missing
D.Dtr07numeric3 unique values
0 missing
AECCnumeric71 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ALOGPnumeric73 unique values
0 missing
D.Dtr09numeric26 unique values
0 missing
ALOGP2numeric73 unique values
0 missing
D.Dtr10numeric33 unique values
0 missing
AMRnumeric73 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
AMWnumeric69 unique values
0 missing
D.Dtr12numeric3 unique values
0 missing
ARRnumeric48 unique values
0 missing
DECCnumeric67 unique values
0 missing
ATS1enumeric68 unique values
0 missing
DELSnumeric73 unique values
0 missing
ATS1inumeric70 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ATS1mnumeric68 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS1pnumeric64 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS1snumeric70 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS1vnumeric66 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS2enumeric68 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS2inumeric68 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2mnumeric69 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ATS2pnumeric67 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2snumeric69 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ATS2vnumeric69 unique values
0 missing
Dznumeric55 unique values
0 missing
ATS3enumeric71 unique values
0 missing
ECCnumeric66 unique values
0 missing
ATS3inumeric68 unique values
0 missing
Eig01_AEA.bo.numeric65 unique values
0 missing
ATS3mnumeric67 unique values
0 missing
Eig01_AEA.dm.numeric61 unique values
0 missing
ATS3pnumeric68 unique values
0 missing
Eig01_AEA.ed.numeric64 unique values
0 missing
ATS3snumeric72 unique values
0 missing
Eig01_AEA.ri.numeric64 unique values
0 missing
ATS3vnumeric70 unique values
0 missing
Eig01_EAnumeric65 unique values
0 missing
ATS4enumeric72 unique values
0 missing
Eig01_EA.bo.numeric64 unique values
0 missing
ATS4inumeric68 unique values
0 missing
Eig01_EA.dm.numeric37 unique values
0 missing
ATS4mnumeric70 unique values
0 missing
Eig01_EA.ed.numeric65 unique values
0 missing
ATS4pnumeric69 unique values
0 missing
Eig01_EA.ri.numeric66 unique values
0 missing
ATS4snumeric68 unique values
0 missing
Eig02_AEA.bo.numeric69 unique values
0 missing
ATS4vnumeric71 unique values
0 missing
Eig02_AEA.dm.numeric67 unique values
0 missing
ATS5enumeric72 unique values
0 missing
Eig02_AEA.ed.numeric62 unique values
0 missing
ATS5inumeric69 unique values
0 missing
Eig02_AEA.ri.numeric67 unique values
0 missing
ATS5mnumeric71 unique values
0 missing
Eig02_EAnumeric64 unique values
0 missing
ATS5pnumeric69 unique values
0 missing
Eig02_EA.bo.numeric64 unique values
0 missing
ATS5snumeric71 unique values
0 missing
Eig02_EA.dm.numeric28 unique values
0 missing
ATS5vnumeric71 unique values
0 missing
Eig02_EA.ed.numeric68 unique values
0 missing
ATS6enumeric72 unique values
0 missing
Eig02_EA.ri.numeric66 unique values
0 missing
ATS6inumeric69 unique values
0 missing
Eig03_AEA.bo.numeric67 unique values
0 missing
ATS6mnumeric71 unique values
0 missing
Eig03_AEA.dm.numeric66 unique values
0 missing
ATS6pnumeric73 unique values
0 missing
Eig03_AEA.ed.numeric69 unique values
0 missing
ATS6snumeric71 unique values
0 missing
Eig03_AEA.ri.numeric71 unique values
0 missing
ATS6vnumeric71 unique values
0 missing
Eig03_EAnumeric66 unique values
0 missing
ATS7enumeric72 unique values
0 missing
Eig03_EA.bo.numeric66 unique values
0 missing
ATS7inumeric70 unique values
0 missing
Eig03_EA.dm.numeric26 unique values
0 missing
ATS7mnumeric70 unique values
0 missing
Eig03_EA.ed.numeric69 unique values
0 missing
ATS7pnumeric71 unique values
0 missing
Eig03_EA.ri.numeric70 unique values
0 missing
ATS7snumeric71 unique values
0 missing
Eig04_AEA.bo.numeric65 unique values
0 missing
ATS7vnumeric72 unique values
0 missing
Eig04_AEA.dm.numeric69 unique values
0 missing
ATS8enumeric72 unique values
0 missing
Eig04_AEA.ed.numeric70 unique values
0 missing
ATS8inumeric73 unique values
0 missing
Eig04_AEA.ri.numeric71 unique values
0 missing
ATS8mnumeric71 unique values
0 missing
Eig04_EAnumeric64 unique values
0 missing
ATS8pnumeric73 unique values
0 missing
Eig04_EA.bo.numeric64 unique values
0 missing
ATS8snumeric71 unique values
0 missing
Eig04_EA.dm.numeric21 unique values
0 missing
ATS8vnumeric71 unique values
0 missing
Eig04_EA.ed.numeric69 unique values
0 missing
ATSC1enumeric63 unique values
0 missing
Eig04_EA.ri.numeric70 unique values
0 missing
ATSC1inumeric65 unique values
0 missing
Eig05_AEA.bo.numeric70 unique values
0 missing
ATSC1mnumeric71 unique values
0 missing
Eig05_AEA.dm.numeric71 unique values
0 missing
ATSC1pnumeric68 unique values
0 missing
Eig05_AEA.ed.numeric66 unique values
0 missing
ATSC1snumeric73 unique values
0 missing
Eig05_AEA.ri.numeric72 unique values
0 missing
ATSC1vnumeric70 unique values
0 missing
Eig05_EAnumeric67 unique values
0 missing
ATSC2enumeric71 unique values
0 missing
Eig05_EA.bo.numeric70 unique values
0 missing
ATSC2inumeric71 unique values
0 missing
Eig05_EA.dm.numeric11 unique values
0 missing
ATSC2mnumeric73 unique values
0 missing
Eig05_EA.ed.numeric69 unique values
0 missing
ATSC2pnumeric72 unique values
0 missing
Eig05_EA.ri.numeric71 unique values
0 missing
ATSC2snumeric73 unique values
0 missing
Eig06_AEA.bo.numeric69 unique values
0 missing
ATSC2vnumeric72 unique values
0 missing
Eig06_AEA.dm.numeric72 unique values
0 missing
ATSC3enumeric69 unique values
0 missing
Eig06_AEA.ed.numeric68 unique values
0 missing
ATSC3inumeric70 unique values
0 missing
Eig06_AEA.ri.numeric72 unique values
0 missing
ATSC3mnumeric73 unique values
0 missing
Eig06_EAnumeric68 unique values
0 missing
ATSC3pnumeric73 unique values
0 missing
Eig06_EA.bo.numeric69 unique values
0 missing
ATSC3snumeric73 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATSC3vnumeric73 unique values
0 missing
Eig06_EA.ed.numeric70 unique values
0 missing
ATSC4enumeric72 unique values
0 missing
Eig06_EA.ri.numeric73 unique values
0 missing
ATSC4inumeric69 unique values
0 missing
Eig07_AEA.bo.numeric67 unique values
0 missing
ATSC4mnumeric73 unique values
0 missing
Eig07_AEA.dm.numeric71 unique values
0 missing
ATSC4pnumeric72 unique values
0 missing
Eig07_AEA.ed.numeric69 unique values
0 missing
ATSC4snumeric72 unique values
0 missing
Eig07_AEA.ri.numeric69 unique values
0 missing
ATSC4vnumeric73 unique values
0 missing
Eig07_EAnumeric65 unique values
0 missing
ATSC5enumeric73 unique values
0 missing
Eig07_EA.bo.numeric68 unique values
0 missing
ATSC5inumeric71 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
ATSC5mnumeric73 unique values
0 missing
Eig07_EA.ed.numeric71 unique values
0 missing
ATSC5pnumeric72 unique values
0 missing
Eig07_EA.ri.numeric66 unique values
0 missing
ATSC5snumeric73 unique values
0 missing
Eig08_AEA.bo.numeric68 unique values
0 missing
ATSC5vnumeric73 unique values
0 missing
Eig08_AEA.dm.numeric69 unique values
0 missing
ATSC6enumeric67 unique values
0 missing
Eig08_AEA.ed.numeric71 unique values
0 missing
ATSC6inumeric71 unique values
0 missing
Eig08_AEA.ri.numeric67 unique values
0 missing
ATSC6mnumeric73 unique values
0 missing
Eig08_EAnumeric66 unique values
0 missing
ATSC6pnumeric73 unique values
0 missing
Eig08_EA.bo.numeric70 unique values
0 missing
ATSC6snumeric72 unique values
0 missing
Eig08_EA.dm.numeric3 unique values
0 missing
ATSC6vnumeric73 unique values
0 missing
Eig08_EA.ed.numeric72 unique values
0 missing
ATSC7enumeric71 unique values
0 missing
Eig08_EA.ri.numeric70 unique values
0 missing
ATSC7inumeric73 unique values
0 missing
Eig09_AEA.bo.numeric63 unique values
0 missing
ATSC7mnumeric73 unique values
0 missing
Eig09_AEA.dm.numeric64 unique values
0 missing
ATSC7pnumeric73 unique values
0 missing
Eig09_AEA.ed.numeric64 unique values
0 missing
ATSC7snumeric73 unique values
0 missing
Eig09_AEA.ri.numeric66 unique values
0 missing
ATSC7vnumeric73 unique values
0 missing
Eig09_EAnumeric61 unique values
0 missing
ATSC8enumeric67 unique values
0 missing
Eig09_EA.bo.numeric61 unique values
0 missing
ATSC8inumeric69 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATSC8mnumeric73 unique values
0 missing
Eig09_EA.ed.numeric66 unique values
0 missing
ATSC8pnumeric73 unique values
0 missing
Eig09_EA.ri.numeric67 unique values
0 missing
ATSC8snumeric73 unique values
0 missing
Eig10_AEA.bo.numeric57 unique values
0 missing
ATSC8vnumeric73 unique values
0 missing
Eig10_AEA.dm.numeric63 unique values
0 missing
BACnumeric27 unique values
0 missing
Eig10_AEA.ed.numeric65 unique values
0 missing
BBInumeric25 unique values
0 missing
Eig10_AEA.ri.numeric56 unique values
0 missing
BIC0numeric53 unique values
0 missing
Eig10_EAnumeric50 unique values
0 missing
BIC1numeric61 unique values
0 missing
Eig10_EA.bo.numeric57 unique values
0 missing
BIC2numeric55 unique values
0 missing
Eig10_EA.ed.numeric62 unique values
0 missing
BIC3numeric52 unique values
0 missing
Eig10_EA.ri.numeric56 unique values
0 missing
BIC4numeric52 unique values
0 missing
Eig11_AEA.bo.numeric56 unique values
0 missing
BIC5numeric55 unique values
0 missing
Eig11_AEA.dm.numeric59 unique values
0 missing
BIDnumeric35 unique values
0 missing
Eig11_AEA.ed.numeric56 unique values
0 missing
BLInumeric62 unique values
0 missing
Eig11_AEA.ri.numeric56 unique values
0 missing
BLTA96numeric68 unique values
0 missing
Eig11_EAnumeric47 unique values
0 missing
BLTD48numeric65 unique values
0 missing
Eig11_EA.bo.numeric51 unique values
0 missing
BLTF96numeric68 unique values
0 missing
Eig11_EA.ed.numeric53 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig11_EA.ri.numeric55 unique values
0 missing
Br.095numeric2 unique values
0 missing
Eig12_AEA.bo.numeric59 unique values
0 missing
C.numeric47 unique values
0 missing
Eig12_AEA.dm.numeric54 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig12_AEA.ed.numeric58 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig12_AEA.ri.numeric65 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig12_EAnumeric60 unique values
0 missing
C.005numeric4 unique values
0 missing
Eig12_EA.bo.numeric68 unique values
0 missing
C.006numeric5 unique values
0 missing
Eig12_EA.ed.numeric59 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig12_EA.ri.numeric65 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig13_AEA.bo.numeric67 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig13_AEA.dm.numeric60 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig13_AEA.ed.numeric61 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig13_AEA.ri.numeric67 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig13_EAnumeric64 unique values
0 missing
C.022numeric2 unique values
0 missing
Eig13_EA.bo.numeric67 unique values
0 missing
C.024numeric13 unique values
0 missing
Eig13_EA.ed.numeric67 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig13_EA.ri.numeric69 unique values
0 missing
C.026numeric8 unique values
0 missing
Eig14_AEA.bo.numeric65 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig14_AEA.ed.numeric67 unique values
0 missing
C.028numeric4 unique values
0 missing
Eig14_AEA.ri.numeric70 unique values
0 missing
C.029numeric3 unique values
0 missing
Eig14_EAnumeric65 unique values
0 missing
C.030numeric2 unique values
0 missing
Eig14_EA.bo.numeric69 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig14_EA.ed.numeric71 unique values
0 missing
C.032numeric2 unique values
0 missing
Eig14_EA.ri.numeric69 unique values
0 missing
C.033numeric4 unique values
0 missing
Eig15_AEA.bo.numeric65 unique values
0 missing
C.034numeric4 unique values
0 missing
Eig15_AEA.dm.numeric65 unique values
0 missing
C.035numeric2 unique values
0 missing
Eig15_AEA.ed.numeric63 unique values
0 missing
C.036numeric2 unique values
0 missing
Eig15_AEA.ri.numeric69 unique values
0 missing
C.037numeric3 unique values
0 missing
Eig15_EAnumeric68 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_EA.bo.numeric68 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig15_EA.ed.numeric69 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig15_EA.ri.numeric69 unique values
0 missing
C.042numeric3 unique values
0 missing
Eta_alphanumeric67 unique values
0 missing
C.043numeric3 unique values
0 missing
Eta_alpha_Anumeric42 unique values
0 missing
C.044numeric3 unique values
0 missing
Eta_Bnumeric59 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_B_Anumeric17 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betanumeric49 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_beta_Anumeric57 unique values
0 missing
CATS2D_01_AAnumeric5 unique values
0 missing
Eta_betaPnumeric27 unique values
0 missing
CATS2D_01_DAnumeric3 unique values
0 missing
Eta_betaP_Anumeric59 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
Eta_betaSnumeric31 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_betaS_Anumeric45 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
Eta_Cnumeric73 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
Eta_C_Anumeric66 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_epsinumeric72 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_epsi_Anumeric58 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_Fnumeric73 unique values
0 missing
CATS2D_02_LLnumeric18 unique values
0 missing
Eta_F_Anumeric66 unique values
0 missing
CATS2D_02_PLnumeric4 unique values
0 missing
Eta_FLnumeric71 unique values
0 missing
CATS2D_03_AAnumeric8 unique values
0 missing
Eta_FL_Anumeric45 unique values
0 missing
CATS2D_03_ALnumeric17 unique values
0 missing
Eta_Lnumeric72 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_L_Anumeric47 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_sh_pnumeric62 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eta_sh_ynumeric61 unique values
0 missing
CATS2D_03_LLnumeric16 unique values
0 missing
F.084numeric5 unique values
0 missing
CATS2D_03_PLnumeric5 unique values
0 missing
GATS1enumeric62 unique values
0 missing
CATS2D_04_AAnumeric7 unique values
0 missing
GATS1inumeric65 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
GATS1mnumeric66 unique values
0 missing
CATS2D_04_APnumeric3 unique values
0 missing
GATS1pnumeric70 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
GATS1snumeric65 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS1vnumeric64 unique values
0 missing
CATS2D_04_DLnumeric8 unique values
0 missing
GATS2enumeric68 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
GATS2inumeric66 unique values
0 missing
CATS2D_04_PLnumeric4 unique values
0 missing
GATS2mnumeric70 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
GATS2pnumeric64 unique values
0 missing
CATS2D_05_ALnumeric16 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric14 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric18 unique values
0 missing
CATS2D_06_PLnumeric4 unique values
0 missing
CATS2D_07_AAnumeric7 unique values
0 missing
CATS2D_07_ALnumeric13 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
CATS2D_08_ALnumeric13 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
CATS2D_08_LLnumeric16 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric70 unique values
0 missing
Chi0_AEA.bo.numeric66 unique values
0 missing
Chi0_AEA.dm.numeric66 unique values
0 missing
Chi0_AEA.ed.numeric66 unique values
0 missing
Chi0_AEA.ri.numeric66 unique values
0 missing
Chi0_EAnumeric66 unique values
0 missing
Chi0_EA.bo.numeric72 unique values
0 missing
Chi0_EA.dm.numeric71 unique values
0 missing
Chi0_EA.ed.numeric72 unique values
0 missing
Chi0_EA.ri.numeric73 unique values
0 missing
Chi1_AEA.bo.numeric72 unique values
0 missing
Chi1_AEA.dm.numeric72 unique values
0 missing
Chi1_AEA.ed.numeric72 unique values
0 missing
Chi1_AEA.ri.numeric72 unique values
0 missing
Chi1_EAnumeric72 unique values
0 missing
Chi1_EA.bo.numeric71 unique values
0 missing
Chi1_EA.dm.numeric71 unique values
0 missing
Chi1_EA.ed.numeric71 unique values
0 missing
Chi1_EA.ri.numeric71 unique values
0 missing
CIC0numeric69 unique values
0 missing
CIC1numeric70 unique values
0 missing
CIC2numeric71 unique values
0 missing
CIC3numeric66 unique values
0 missing
CIC4numeric60 unique values
0 missing
CIC5numeric67 unique values
0 missing
CIDnumeric65 unique values
0 missing
Cl.089numeric3 unique values
0 missing
CMC.50numeric2 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric67 unique values
0 missing
DBInumeric27 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
73
Number of instances (rows) of the dataset.
NumberOfFeatures
441
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
440
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
73
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.21
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
3.82
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
1271.04
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.
Quartile3MeansOfNumericAtts
4.69
Third quartile of means 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.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-5.91
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
1.42
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
8.54
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.
Quartile3StdDevOfNumericAtts
1.26
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
734.01
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.09
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.53
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
6.19
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
11.13
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.08
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.77
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
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
6.04
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.25
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
1.09
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.04
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
5.01
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
0.57
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.38
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.04
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146311
0 runs - estimation_procedure: 50 times Clustering
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