Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991

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: CHEMBL2991 (TID: 11581), and it has 74 rows and 429 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.

431 features

pXC50 (target)numeric58 unique values
0 missing
molecule_id (row identifier)nominal74 unique values
0 missing
CMC.80numeric2 unique values
0 missing
GATS2mnumeric57 unique values
0 missing
CSInumeric44 unique values
0 missing
MATS5inumeric59 unique values
0 missing
DBInumeric20 unique values
0 missing
SpMin6_Bh.e.numeric42 unique values
0 missing
D.Dtr03numeric33 unique values
0 missing
SpMin6_Bh.i.numeric47 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
AACnumeric53 unique values
0 missing
D.Dtr05numeric10 unique values
0 missing
AECCnumeric40 unique values
0 missing
D.Dtr06numeric40 unique values
0 missing
ALOGPnumeric66 unique values
0 missing
DECCnumeric40 unique values
0 missing
ALOGP2numeric67 unique values
0 missing
DELSnumeric73 unique values
0 missing
AMRnumeric67 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
AMWnumeric57 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ARRnumeric20 unique values
0 missing
DLS_02numeric2 unique values
0 missing
ATS1enumeric58 unique values
0 missing
DLS_04numeric4 unique values
0 missing
ATS1inumeric58 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS1mnumeric57 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
ATS1pnumeric57 unique values
0 missing
Dznumeric46 unique values
0 missing
ATS1snumeric65 unique values
0 missing
ECCnumeric40 unique values
0 missing
ATS1vnumeric57 unique values
0 missing
Eig01_AEA.bo.numeric23 unique values
0 missing
ATS2enumeric64 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
ATS2inumeric61 unique values
0 missing
Eig01_AEA.ed.numeric13 unique values
0 missing
ATS2mnumeric67 unique values
0 missing
Eig01_AEA.ri.numeric22 unique values
0 missing
ATS2pnumeric64 unique values
0 missing
Eig01_EAnumeric21 unique values
0 missing
ATS2snumeric70 unique values
0 missing
Eig01_EA.bo.numeric38 unique values
0 missing
ATS2vnumeric67 unique values
0 missing
Eig01_EA.dm.numeric9 unique values
0 missing
ATS3enumeric64 unique values
0 missing
Eig01_EA.ed.numeric18 unique values
0 missing
ATS3inumeric60 unique values
0 missing
Eig01_EA.ri.numeric25 unique values
0 missing
ATS3mnumeric64 unique values
0 missing
Eig02_AEA.bo.numeric43 unique values
0 missing
ATS3pnumeric67 unique values
0 missing
Eig02_AEA.dm.numeric27 unique values
0 missing
ATS3snumeric70 unique values
0 missing
Eig02_AEA.ed.numeric32 unique values
0 missing
ATS3vnumeric68 unique values
0 missing
Eig02_AEA.ri.numeric61 unique values
0 missing
ATS4enumeric68 unique values
0 missing
Eig02_EAnumeric37 unique values
0 missing
ATS4inumeric68 unique values
0 missing
Eig02_EA.bo.numeric48 unique values
0 missing
ATS4mnumeric67 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
ATS4pnumeric70 unique values
0 missing
Eig02_EA.ed.numeric37 unique values
0 missing
ATS4snumeric69 unique values
0 missing
Eig02_EA.ri.numeric59 unique values
0 missing
ATS4vnumeric72 unique values
0 missing
Eig03_AEA.bo.numeric50 unique values
0 missing
ATS5enumeric70 unique values
0 missing
Eig03_AEA.dm.numeric34 unique values
0 missing
ATS5inumeric66 unique values
0 missing
Eig03_AEA.ed.numeric41 unique values
0 missing
ATS5mnumeric65 unique values
0 missing
Eig03_AEA.ri.numeric67 unique values
0 missing
ATS5pnumeric71 unique values
0 missing
Eig03_EAnumeric42 unique values
0 missing
ATS5snumeric69 unique values
0 missing
Eig03_EA.bo.numeric48 unique values
0 missing
ATS5vnumeric71 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
ATS6enumeric70 unique values
0 missing
Eig03_EA.ed.numeric43 unique values
0 missing
ATS6inumeric67 unique values
0 missing
Eig03_EA.ri.numeric65 unique values
0 missing
ATS6mnumeric71 unique values
0 missing
Eig04_AEA.bo.numeric50 unique values
0 missing
ATS6pnumeric71 unique values
0 missing
Eig04_AEA.dm.numeric46 unique values
0 missing
ATS6snumeric71 unique values
0 missing
Eig04_AEA.ed.numeric42 unique values
0 missing
ATS6vnumeric71 unique values
0 missing
Eig04_AEA.ri.numeric64 unique values
0 missing
ATS7enumeric72 unique values
0 missing
Eig04_EAnumeric45 unique values
0 missing
ATS7inumeric69 unique values
0 missing
Eig04_EA.bo.numeric47 unique values
0 missing
ATS7mnumeric72 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
ATS7pnumeric69 unique values
0 missing
Eig04_EA.ed.numeric45 unique values
0 missing
ATS7snumeric71 unique values
0 missing
Eig04_EA.ri.numeric63 unique values
0 missing
ATS7vnumeric70 unique values
0 missing
Eig05_AEA.bo.numeric44 unique values
0 missing
ATS8enumeric73 unique values
0 missing
Eig05_AEA.dm.numeric59 unique values
0 missing
ATS8inumeric71 unique values
0 missing
Eig05_AEA.ed.numeric45 unique values
0 missing
ATS8mnumeric71 unique values
0 missing
Eig05_AEA.ri.numeric68 unique values
0 missing
ATS8pnumeric71 unique values
0 missing
Eig05_EAnumeric44 unique values
0 missing
ATS8snumeric73 unique values
0 missing
Eig05_EA.bo.numeric47 unique values
0 missing
ATS8vnumeric68 unique values
0 missing
Eig05_EA.dm.numeric8 unique values
0 missing
ATSC1enumeric51 unique values
0 missing
Eig05_EA.ed.numeric45 unique values
0 missing
ATSC1inumeric56 unique values
0 missing
Eig05_EA.ri.numeric64 unique values
0 missing
ATSC1mnumeric59 unique values
0 missing
Eig06_AEA.bo.numeric46 unique values
0 missing
ATSC1pnumeric58 unique values
0 missing
Eig06_AEA.dm.numeric51 unique values
0 missing
ATSC1snumeric68 unique values
0 missing
Eig06_AEA.ed.numeric42 unique values
0 missing
ATSC1vnumeric59 unique values
0 missing
Eig06_AEA.ri.numeric58 unique values
0 missing
ATSC2enumeric64 unique values
0 missing
Eig06_EAnumeric42 unique values
0 missing
ATSC2inumeric65 unique values
0 missing
Eig06_EA.bo.numeric44 unique values
0 missing
ATSC2mnumeric67 unique values
0 missing
Eig06_EA.ed.numeric42 unique values
0 missing
ATSC2pnumeric67 unique values
0 missing
Eig06_EA.ri.numeric55 unique values
0 missing
ATSC2snumeric72 unique values
0 missing
Eig07_AEA.bo.numeric42 unique values
0 missing
ATSC2vnumeric67 unique values
0 missing
Eig07_AEA.dm.numeric49 unique values
0 missing
ATSC3enumeric69 unique values
0 missing
Eig07_AEA.ed.numeric37 unique values
0 missing
ATSC3inumeric68 unique values
0 missing
Eig07_AEA.ri.numeric40 unique values
0 missing
ATSC3mnumeric69 unique values
0 missing
Eig07_EAnumeric29 unique values
0 missing
ATSC3pnumeric70 unique values
0 missing
Eig07_EA.bo.numeric28 unique values
0 missing
ATSC3snumeric73 unique values
0 missing
Eig07_EA.ed.numeric36 unique values
0 missing
ATSC3vnumeric70 unique values
0 missing
Eig07_EA.ri.numeric41 unique values
0 missing
ATSC4enumeric69 unique values
0 missing
Eig08_AEA.bo.numeric30 unique values
0 missing
ATSC4inumeric72 unique values
0 missing
Eig08_AEA.dm.numeric37 unique values
0 missing
ATSC4mnumeric73 unique values
0 missing
Eig08_AEA.ed.numeric38 unique values
0 missing
ATSC4pnumeric72 unique values
0 missing
Eig08_AEA.ri.numeric43 unique values
0 missing
ATSC4snumeric73 unique values
0 missing
Eig08_EAnumeric32 unique values
0 missing
ATSC4vnumeric72 unique values
0 missing
Eig08_EA.bo.numeric26 unique values
0 missing
ATSC5enumeric70 unique values
0 missing
Eig08_EA.ed.numeric35 unique values
0 missing
ATSC5inumeric70 unique values
0 missing
Eig08_EA.ri.numeric40 unique values
0 missing
ATSC5mnumeric73 unique values
0 missing
Eig09_AEA.bo.numeric39 unique values
0 missing
ATSC5pnumeric73 unique values
0 missing
Eig09_AEA.dm.numeric34 unique values
0 missing
ATSC5snumeric73 unique values
0 missing
Eig09_AEA.ed.numeric35 unique values
0 missing
ATSC5vnumeric72 unique values
0 missing
Eig09_AEA.ri.numeric53 unique values
0 missing
ATSC6enumeric69 unique values
0 missing
Eig09_EAnumeric29 unique values
0 missing
ATSC6inumeric68 unique values
0 missing
Eig09_EA.bo.numeric34 unique values
0 missing
ATSC6mnumeric73 unique values
0 missing
Eig09_EA.ed.numeric33 unique values
0 missing
ATSC6pnumeric73 unique values
0 missing
Eig09_EA.ri.numeric48 unique values
0 missing
ATSC6snumeric73 unique values
0 missing
Eig10_AEA.bo.numeric39 unique values
0 missing
ATSC6vnumeric71 unique values
0 missing
Eig10_AEA.dm.numeric43 unique values
0 missing
ATSC7enumeric71 unique values
0 missing
Eig10_AEA.ed.numeric29 unique values
0 missing
ATSC7inumeric68 unique values
0 missing
Eig10_AEA.ri.numeric59 unique values
0 missing
ATSC7mnumeric73 unique values
0 missing
Eig10_EAnumeric41 unique values
0 missing
ATSC7pnumeric73 unique values
0 missing
Eig10_EA.bo.numeric43 unique values
0 missing
ATSC7snumeric73 unique values
0 missing
Eig10_EA.ed.numeric41 unique values
0 missing
ATSC7vnumeric72 unique values
0 missing
Eig10_EA.ri.numeric62 unique values
0 missing
ATSC8enumeric69 unique values
0 missing
Eig11_AEA.bo.numeric40 unique values
0 missing
ATSC8inumeric67 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
ATSC8mnumeric73 unique values
0 missing
Eig11_AEA.ed.numeric32 unique values
0 missing
ATSC8pnumeric72 unique values
0 missing
Eig11_AEA.ri.numeric51 unique values
0 missing
ATSC8snumeric73 unique values
0 missing
Eig11_EAnumeric40 unique values
0 missing
ATSC8vnumeric73 unique values
0 missing
Eig11_EA.bo.numeric42 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig11_EA.ed.numeric39 unique values
0 missing
BBInumeric20 unique values
0 missing
Eig11_EA.ri.numeric46 unique values
0 missing
BIC0numeric47 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
BIC1numeric51 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
BIC2numeric43 unique values
0 missing
Eig12_AEA.ed.numeric27 unique values
0 missing
BIC3numeric43 unique values
0 missing
Eig12_AEA.ri.numeric48 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eig12_EAnumeric34 unique values
0 missing
BIC5numeric34 unique values
0 missing
Eig12_EA.bo.numeric32 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eig12_EA.ed.numeric35 unique values
0 missing
BLInumeric59 unique values
0 missing
Eig12_EA.ri.numeric46 unique values
0 missing
BLTA96numeric47 unique values
0 missing
Eig13_AEA.bo.numeric32 unique values
0 missing
BLTD48numeric47 unique values
0 missing
Eig13_AEA.dm.numeric44 unique values
0 missing
BLTF96numeric48 unique values
0 missing
Eig13_AEA.ed.numeric32 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig13_AEA.ri.numeric36 unique values
0 missing
C.numeric25 unique values
0 missing
Eig13_EAnumeric27 unique values
0 missing
C.001numeric2 unique values
0 missing
Eig13_EA.bo.numeric34 unique values
0 missing
C.002numeric5 unique values
0 missing
Eig13_EA.ed.numeric31 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
C.005numeric2 unique values
0 missing
Eig14_AEA.bo.numeric26 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig14_AEA.dm.numeric42 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig14_AEA.ed.numeric28 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig14_AEA.ri.numeric38 unique values
0 missing
C.013numeric3 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig14_EA.bo.numeric29 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig14_EA.ed.numeric28 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig14_EA.ri.numeric38 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig15_AEA.bo.numeric25 unique values
0 missing
C.021numeric2 unique values
0 missing
Eig15_AEA.dm.numeric34 unique values
0 missing
C.022numeric3 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_AEA.ri.numeric43 unique values
0 missing
C.025numeric4 unique values
0 missing
Eig15_EAnumeric24 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig15_EA.bo.numeric29 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig15_EA.ed.numeric23 unique values
0 missing
C.029numeric2 unique values
0 missing
Eig15_EA.ri.numeric37 unique values
0 missing
C.033numeric2 unique values
0 missing
Eta_alphanumeric50 unique values
0 missing
C.034numeric2 unique values
0 missing
Eta_alpha_Anumeric40 unique values
0 missing
C.039numeric2 unique values
0 missing
Eta_Bnumeric29 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_B_Anumeric22 unique values
0 missing
C.043numeric2 unique values
0 missing
Eta_betanumeric30 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_beta_Anumeric47 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_betaPnumeric14 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betaP_Anumeric38 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eta_betaSnumeric28 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaS_Anumeric33 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_Cnumeric73 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eta_C_Anumeric63 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eta_epsinumeric56 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
Eta_epsi_Anumeric54 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
Eta_Fnumeric73 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_F_Anumeric59 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Eta_FLnumeric67 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
Eta_FL_Anumeric44 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
Eta_Lnumeric67 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
Eta_L_Anumeric37 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_sh_pnumeric54 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
Eta_sh_xnumeric17 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_sh_ynumeric53 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
F.082numeric2 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
F.083numeric3 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
F.084numeric4 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
F.085numeric2 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
GATS1enumeric56 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS1inumeric52 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS1mnumeric54 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric45 unique values
0 missing
Chi0_AEA.bo.numeric42 unique values
0 missing
Chi0_AEA.dm.numeric42 unique values
0 missing
Chi0_AEA.ed.numeric42 unique values
0 missing
Chi0_AEA.ri.numeric42 unique values
0 missing
Chi0_EAnumeric42 unique values
0 missing
Chi0_EA.bo.numeric46 unique values
0 missing
Chi0_EA.dm.numeric57 unique values
0 missing
Chi0_EA.ed.numeric45 unique values
0 missing
Chi0_EA.ri.numeric66 unique values
0 missing
Chi1_AEA.bo.numeric45 unique values
0 missing
Chi1_AEA.dm.numeric45 unique values
0 missing
Chi1_AEA.ed.numeric45 unique values
0 missing
Chi1_AEA.ri.numeric45 unique values
0 missing
Chi1_EAnumeric45 unique values
0 missing
Chi1_EA.bo.numeric50 unique values
0 missing
Chi1_EA.dm.numeric59 unique values
0 missing
Chi1_EA.ed.numeric45 unique values
0 missing
Chi1_EA.ri.numeric70 unique values
0 missing
CIC0numeric53 unique values
0 missing
CIC1numeric52 unique values
0 missing
CIC2numeric51 unique values
0 missing
CIC3numeric47 unique values
0 missing
CIC4numeric42 unique values
0 missing
CIC5numeric41 unique values
0 missing
CIDnumeric37 unique values
0 missing
Cl.089numeric3 unique values
0 missing
Cl.090numeric2 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
74
Number of instances (rows) of the dataset.
NumberOfFeatures
431
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
430
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
0.6
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
5.82
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.72
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.
MeanSkewnessOfNumericAtts
1.44
Mean skewness among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.31
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.84
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.35
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.05
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.96
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
74
Maximum kurtosis 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
4.18
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
643.73
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.24
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-8.6
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.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
1.72
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
8.6
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.94
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
272.53
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.19
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
7.54
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.31
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
8.46
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.13
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2991
0 runs - estimation_procedure: 50 times Clustering
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