Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1615381

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1615381

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: CHEMBL1615381 (TID: 103767), and it has 36 rows and 407 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.

409 features

pXC50 (target)numeric35 unique values
0 missing
molecule_id (row identifier)nominal36 unique values
0 missing
ECCnumeric30 unique values
0 missing
MATS1enumeric25 unique values
0 missing
Eig01_AEA.bo.numeric11 unique values
0 missing
AACnumeric24 unique values
0 missing
Eig01_AEA.dm.numeric13 unique values
0 missing
AECCnumeric30 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
ALOGPnumeric31 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
ALOGP2numeric31 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
AMRnumeric32 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
AMWnumeric30 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
ARRnumeric22 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
ATS1enumeric29 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
ATS1inumeric30 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
ATS1pnumeric29 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
ATS1snumeric32 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
ATS2enumeric30 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
ATS2inumeric31 unique values
0 missing
Eig02_EA.dm.numeric9 unique values
0 missing
ATS2mnumeric32 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
ATS2pnumeric32 unique values
0 missing
Eig02_EA.ri.numeric15 unique values
0 missing
ATS2snumeric33 unique values
0 missing
Eig03_AEA.bo.numeric21 unique values
0 missing
ATS2vnumeric31 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
ATS3enumeric32 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
ATS3inumeric31 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
ATS3mnumeric34 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
ATS3pnumeric33 unique values
0 missing
Eig03_EA.bo.numeric19 unique values
0 missing
ATS3snumeric33 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
ATS3vnumeric34 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
ATS4enumeric33 unique values
0 missing
Eig03_EA.ri.numeric15 unique values
0 missing
ATS4inumeric31 unique values
0 missing
Eig04_AEA.bo.numeric22 unique values
0 missing
ATS4mnumeric34 unique values
0 missing
Eig04_AEA.dm.numeric15 unique values
0 missing
ATS4pnumeric33 unique values
0 missing
Eig04_AEA.ed.numeric18 unique values
0 missing
ATS4snumeric36 unique values
0 missing
Eig04_AEA.ri.numeric26 unique values
0 missing
ATS4vnumeric35 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
ATS5enumeric32 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
ATS5inumeric31 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
ATS5mnumeric35 unique values
0 missing
Eig04_EA.ed.numeric24 unique values
0 missing
ATS5pnumeric33 unique values
0 missing
Eig04_EA.ri.numeric27 unique values
0 missing
ATS5snumeric34 unique values
0 missing
Eig05_AEA.bo.numeric20 unique values
0 missing
ATS5vnumeric34 unique values
0 missing
Eig05_AEA.dm.numeric17 unique values
0 missing
ATS6enumeric33 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig05_AEA.ri.numeric27 unique values
0 missing
ATS6mnumeric35 unique values
0 missing
Eig05_EAnumeric26 unique values
0 missing
ATS6pnumeric34 unique values
0 missing
Eig05_EA.bo.numeric20 unique values
0 missing
ATS6snumeric35 unique values
0 missing
Eig05_EA.dm.numeric13 unique values
0 missing
ATS6vnumeric36 unique values
0 missing
Eig05_EA.ed.numeric21 unique values
0 missing
ATS7enumeric33 unique values
0 missing
Eig05_EA.ri.numeric26 unique values
0 missing
ATS7inumeric30 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
ATS7mnumeric35 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
ATS7pnumeric32 unique values
0 missing
Eig06_AEA.ed.numeric20 unique values
0 missing
ATS7snumeric36 unique values
0 missing
Eig06_AEA.ri.numeric23 unique values
0 missing
ATS7vnumeric36 unique values
0 missing
Eig06_EAnumeric20 unique values
0 missing
ATS8enumeric32 unique values
0 missing
Eig06_EA.bo.numeric19 unique values
0 missing
ATS8inumeric33 unique values
0 missing
Eig06_EA.dm.numeric10 unique values
0 missing
ATS8mnumeric36 unique values
0 missing
Eig06_EA.ed.numeric23 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
Eig06_EA.ri.numeric23 unique values
0 missing
ATS8snumeric35 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
ATS8vnumeric35 unique values
0 missing
Eig07_AEA.dm.numeric24 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig07_AEA.ed.numeric20 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
Eig07_AEA.ri.numeric28 unique values
0 missing
ATSC1mnumeric30 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
ATSC1snumeric34 unique values
0 missing
Eig07_EA.dm.numeric10 unique values
0 missing
ATSC1vnumeric30 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
ATSC2enumeric31 unique values
0 missing
Eig07_EA.ri.numeric28 unique values
0 missing
ATSC2inumeric32 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATSC2mnumeric32 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
ATSC2pnumeric32 unique values
0 missing
Eig08_AEA.ed.numeric24 unique values
0 missing
ATSC2snumeric36 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
ATSC2vnumeric32 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATSC3enumeric34 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
ATSC3inumeric34 unique values
0 missing
Eig08_EA.dm.numeric11 unique values
0 missing
ATSC3mnumeric34 unique values
0 missing
Eig08_EA.ed.numeric25 unique values
0 missing
ATSC3pnumeric34 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
ATSC3snumeric36 unique values
0 missing
Eig09_AEA.bo.numeric28 unique values
0 missing
ATSC3vnumeric34 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
ATSC4enumeric35 unique values
0 missing
Eig09_AEA.ed.numeric23 unique values
0 missing
ATSC4inumeric36 unique values
0 missing
Eig09_AEA.ri.numeric26 unique values
0 missing
ATSC4mnumeric36 unique values
0 missing
Eig09_EAnumeric24 unique values
0 missing
ATSC4pnumeric36 unique values
0 missing
Eig09_EA.bo.numeric26 unique values
0 missing
ATSC4snumeric36 unique values
0 missing
Eig09_EA.dm.numeric9 unique values
0 missing
ATSC4vnumeric36 unique values
0 missing
Eig09_EA.ed.numeric26 unique values
0 missing
ATSC5enumeric35 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
ATSC5inumeric36 unique values
0 missing
Eig10_AEA.bo.numeric23 unique values
0 missing
ATSC5mnumeric36 unique values
0 missing
Eig10_AEA.dm.numeric26 unique values
0 missing
ATSC5pnumeric36 unique values
0 missing
Eig10_AEA.ed.numeric20 unique values
0 missing
ATSC5snumeric36 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
ATSC5vnumeric36 unique values
0 missing
Eig10_EAnumeric23 unique values
0 missing
ATSC6enumeric36 unique values
0 missing
Eig10_EA.bo.numeric23 unique values
0 missing
ATSC6inumeric36 unique values
0 missing
Eig10_EA.dm.numeric9 unique values
0 missing
ATSC6mnumeric36 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
ATSC6pnumeric36 unique values
0 missing
Eig10_EA.ri.numeric27 unique values
0 missing
ATSC6snumeric36 unique values
0 missing
Eig11_AEA.bo.numeric24 unique values
0 missing
ATSC6vnumeric36 unique values
0 missing
Eig11_AEA.dm.numeric25 unique values
0 missing
ATSC7enumeric35 unique values
0 missing
Eig11_AEA.ed.numeric19 unique values
0 missing
ATSC7inumeric36 unique values
0 missing
Eig11_AEA.ri.numeric23 unique values
0 missing
ATSC7mnumeric36 unique values
0 missing
Eig11_EAnumeric21 unique values
0 missing
ATSC7pnumeric35 unique values
0 missing
Eig11_EA.bo.numeric24 unique values
0 missing
ATSC7snumeric36 unique values
0 missing
Eig11_EA.dm.numeric11 unique values
0 missing
ATSC7vnumeric36 unique values
0 missing
Eig11_EA.ed.numeric22 unique values
0 missing
ATSC8enumeric35 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
ATSC8inumeric36 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
ATSC8mnumeric36 unique values
0 missing
Eig12_AEA.dm.numeric22 unique values
0 missing
ATSC8pnumeric36 unique values
0 missing
Eig12_AEA.ed.numeric20 unique values
0 missing
ATSC8snumeric36 unique values
0 missing
Eig12_AEA.ri.numeric28 unique values
0 missing
ATSC8vnumeric36 unique values
0 missing
Eig12_EAnumeric25 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig12_EA.bo.numeric26 unique values
0 missing
BBInumeric27 unique values
0 missing
Eig12_EA.dm.numeric13 unique values
0 missing
BIC0numeric20 unique values
0 missing
Eig12_EA.ed.numeric27 unique values
0 missing
BIC1numeric26 unique values
0 missing
Eig12_EA.ri.numeric29 unique values
0 missing
BIC2numeric25 unique values
0 missing
Eig13_AEA.bo.numeric21 unique values
0 missing
BIC3numeric24 unique values
0 missing
Eig13_AEA.dm.numeric23 unique values
0 missing
BIC4numeric24 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
BIC5numeric21 unique values
0 missing
Eig13_AEA.ri.numeric24 unique values
0 missing
BIDnumeric21 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
BLInumeric30 unique values
0 missing
Eig13_EA.bo.numeric23 unique values
0 missing
BLTA96numeric27 unique values
0 missing
Eig13_EA.dm.numeric11 unique values
0 missing
BLTD48numeric26 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
BLTF96numeric26 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
C.numeric15 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig14_AEA.dm.numeric18 unique values
0 missing
C.002numeric14 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig14_AEA.ri.numeric26 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
C.008numeric6 unique values
0 missing
Eig14_EA.bo.numeric21 unique values
0 missing
C.011numeric3 unique values
0 missing
Eig14_EA.dm.numeric11 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig14_EA.ed.numeric19 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_EA.ri.numeric28 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig15_AEA.bo.numeric27 unique values
0 missing
C.024numeric7 unique values
0 missing
Eig15_AEA.dm.numeric23 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig15_AEA.ed.numeric17 unique values
0 missing
C.026numeric4 unique values
0 missing
Eig15_AEA.ri.numeric24 unique values
0 missing
C.033numeric2 unique values
0 missing
Eig15_EAnumeric23 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
C.040numeric7 unique values
0 missing
Eig15_EA.dm.numeric12 unique values
0 missing
C.041numeric4 unique values
0 missing
Eig15_EA.ed.numeric21 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
Eig15_EA.ri.numeric24 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
Eta_alphanumeric28 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
Eta_alpha_Anumeric14 unique values
0 missing
CATS2D_01_APnumeric2 unique values
0 missing
Eta_Bnumeric21 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
CATS2D_01_LLnumeric15 unique values
0 missing
Eta_betanumeric27 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_beta_Anumeric29 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
CATS2D_02_APnumeric6 unique values
0 missing
Eta_betaP_Anumeric24 unique values
0 missing
CATS2D_02_DAnumeric10 unique values
0 missing
Eta_betaSnumeric26 unique values
0 missing
CATS2D_02_DDnumeric5 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
CATS2D_02_DLnumeric9 unique values
0 missing
Eta_Cnumeric36 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
Eta_C_Anumeric34 unique values
0 missing
CATS2D_02_LLnumeric14 unique values
0 missing
Eta_epsinumeric30 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_epsi_Anumeric28 unique values
0 missing
CATS2D_02_PPnumeric5 unique values
0 missing
Eta_Fnumeric36 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_F_Anumeric34 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
CATS2D_03_DDnumeric7 unique values
0 missing
CATS2D_03_DLnumeric12 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric14 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric10 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
CATS2D_04_PLnumeric6 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric9 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
CATS2D_05_PLnumeric6 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
CATS2D_06_DDnumeric7 unique values
0 missing
CATS2D_06_DLnumeric14 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
CATS2D_07_ALnumeric14 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
CATS2D_07_DDnumeric7 unique values
0 missing
CATS2D_07_DLnumeric13 unique values
0 missing
CATS2D_07_DPnumeric6 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
CATS2D_08_AAnumeric8 unique values
0 missing
CATS2D_08_ALnumeric14 unique values
0 missing
CATS2D_08_APnumeric7 unique values
0 missing
CATS2D_08_DAnumeric9 unique values
0 missing
CATS2D_08_DDnumeric8 unique values
0 missing
CATS2D_08_DLnumeric12 unique values
0 missing
CATS2D_08_DPnumeric6 unique values
0 missing
CATS2D_08_LLnumeric14 unique values
0 missing
CATS2D_08_PLnumeric6 unique values
0 missing
CATS2D_08_PPnumeric2 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
CATS2D_09_ALnumeric14 unique values
0 missing
CATS2D_09_APnumeric6 unique values
0 missing
CATS2D_09_DAnumeric10 unique values
0 missing
CATS2D_09_DDnumeric7 unique values
0 missing
CATS2D_09_DLnumeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
CATS2D_09_LLnumeric16 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
CENTnumeric31 unique values
0 missing
Chi0_AEA.bo.numeric29 unique values
0 missing
Chi0_AEA.dm.numeric29 unique values
0 missing
Chi0_AEA.ed.numeric29 unique values
0 missing
Chi0_AEA.ri.numeric29 unique values
0 missing
Chi0_EAnumeric29 unique values
0 missing
Chi0_EA.bo.numeric31 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
Chi0_EA.ed.numeric31 unique values
0 missing
Chi0_EA.ri.numeric33 unique values
0 missing
Chi1_AEA.bo.numeric31 unique values
0 missing
Chi1_AEA.dm.numeric31 unique values
0 missing
Chi1_AEA.ed.numeric31 unique values
0 missing
Chi1_AEA.ri.numeric31 unique values
0 missing
Chi1_EAnumeric31 unique values
0 missing
Chi1_EA.bo.numeric32 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
Chi1_EA.ed.numeric31 unique values
0 missing
Chi1_EA.ri.numeric35 unique values
0 missing
CIC0numeric29 unique values
0 missing
CIC1numeric28 unique values
0 missing
CIC2numeric31 unique values
0 missing
CIC3numeric31 unique values
0 missing
CIC4numeric26 unique values
0 missing
CIC5numeric24 unique values
0 missing
CIDnumeric29 unique values
0 missing
Cl.089numeric2 unique values
0 missing
CSInumeric31 unique values
0 missing
DBInumeric19 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
D.Dtr04numeric11 unique values
0 missing
D.Dtr05numeric31 unique values
0 missing
D.Dtr06numeric29 unique values
0 missing
D.Dtr09numeric14 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
DECCnumeric29 unique values
0 missing
DELSnumeric36 unique values
0 missing
DLS_02numeric4 unique values
0 missing
DLS_03numeric3 unique values
0 missing
DLS_04numeric2 unique values
0 missing
DLS_06numeric2 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
Dznumeric28 unique values
0 missing

62 properties

36
Number of instances (rows) of the dataset.
409
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
408
Number of numeric attributes.
1
Number of nominal attributes.
3.89
Second quartile (Median) of kurtosis among attributes of the numeric type.
11.36
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
4.18
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
1.72
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
124.83
Mean standard deviation of attributes of the numeric type.
1.65
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0
Percentage of binary attributes.
0.46
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-2.11
Minimum kurtosis among attributes of the numeric type.
-1.29
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
36
Maximum kurtosis among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
8.9
Third quartile of kurtosis among attributes of the numeric type.
20911.44
Maximum of means among attributes of the numeric type.
The minimal number of distinct values among attributes of the nominal type.
99.76
Percentage of numeric attributes.
9.01
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-2.02
Minimum skewness among attributes of the numeric type.
0.24
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
2.73
Third quartile of skewness among attributes of the numeric type.
6
Maximum skewness among attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
0.86
First quartile of kurtosis among attributes of the numeric type.
3.51
Third quartile of standard deviation of attributes of the numeric type.
40539.86
Maximum standard deviation of attributes of the numeric type.
Number of instances belonging to the least frequent class.
2.08
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
5.51
Mean kurtosis among attributes of the numeric type.
0.78
First quartile of skewness among attributes of the numeric type.
84.46
Mean of means among attributes of the numeric type.
0.25
First quartile of standard deviation of attributes of the numeric type.
0.01
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
Define a new task