Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5174

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5174

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL5174 (TID: 100781), and it has 57 rows and 440 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.

442 features

pXC50 (target)numeric28 unique values
0 missing
molecule_id (row identifier)nominal57 unique values
0 missing
C.035numeric3 unique values
0 missing
MATS8inumeric54 unique values
0 missing
C.040numeric6 unique values
0 missing
SaaCHnumeric55 unique values
0 missing
C.041numeric3 unique values
0 missing
C.numeric29 unique values
0 missing
C.043numeric2 unique values
0 missing
MATS4pnumeric52 unique values
0 missing
CATS2D_00_DDnumeric6 unique values
0 missing
Eta_betaP_Anumeric31 unique values
0 missing
CATS2D_00_DPnumeric6 unique values
0 missing
SpMax2_Bh.v.numeric25 unique values
0 missing
CATS2D_00_PPnumeric6 unique values
0 missing
C.025numeric7 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
ARRnumeric28 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
P_VSA_s_4numeric29 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
JGI9numeric9 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
GATS3mnumeric45 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
ATSC4enumeric48 unique values
0 missing
CATS2D_02_ALnumeric10 unique values
0 missing
NaaCHnumeric10 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
P_VSA_i_2numeric38 unique values
0 missing
CATS2D_02_DAnumeric7 unique values
0 missing
SpMin3_Bh.e.numeric36 unique values
0 missing
CATS2D_02_DDnumeric4 unique values
0 missing
Eta_betaPnumeric15 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
nABnumeric8 unique values
0 missing
CATS2D_02_DPnumeric4 unique values
0 missing
nCarnumeric11 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
PCDnumeric43 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
piIDnumeric45 unique values
0 missing
CATS2D_02_PPnumeric3 unique values
0 missing
SpMin3_Bh.i.numeric34 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
CATS2D_09_LLnumeric21 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
P_VSA_MR_5numeric32 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
MATS8vnumeric53 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
Hynumeric35 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
BACnumeric22 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
D.Dtr06numeric38 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
D.Dtr05numeric44 unique values
0 missing
CATS2D_03_LLnumeric18 unique values
0 missing
MATS8mnumeric53 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
AACnumeric39 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
IC0numeric39 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_beta_Anumeric35 unique values
0 missing
CATS2D_04_ALnumeric13 unique values
0 missing
Eig04_EA.bo.numeric31 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
Eig12_AEA.bo.numeric22 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
SM14_AEA.ri.numeric31 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
P_VSA_e_2numeric39 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
MATS4inumeric48 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS7pnumeric49 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
LOCnumeric35 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
ATSC2snumeric55 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
C.024numeric10 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
MCDnumeric27 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
nBMnumeric12 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
nCsp2numeric10 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
P_VSA_MR_6numeric34 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
Ucnumeric12 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
MATS4vnumeric52 unique values
0 missing
CATS2D_05_DLnumeric8 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_01_LLnumeric18 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_02_LLnumeric20 unique values
0 missing
CATS2D_05_LLnumeric14 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
P_VSA_p_3numeric39 unique values
0 missing
CATS2D_05_PLnumeric4 unique values
0 missing
P_VSA_v_3numeric39 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
piPC05numeric41 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
IVDEnumeric31 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
Minumeric29 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
MATS7pnumeric48 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
MATS7inumeric52 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
SpMin7_Bh.v.numeric32 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
GNarnumeric31 unique values
0 missing
CATS2D_06_DPnumeric4 unique values
0 missing
X0Anumeric23 unique values
0 missing
CATS2D_06_LLnumeric21 unique values
0 missing
MATS8pnumeric55 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
GATS3pnumeric48 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_08_DLnumeric8 unique values
0 missing
CATS2D_06_PPnumeric2 unique values
0 missing
nHetnumeric12 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
Mvnumeric38 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
GATS8pnumeric55 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
CATS2D_08_AAnumeric6 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_08_LLnumeric22 unique values
0 missing
CATS2D_07_DAnumeric5 unique values
0 missing
GATS8vnumeric53 unique values
0 missing
CATS2D_07_DDnumeric5 unique values
0 missing
HNarnumeric27 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
ATSC1enumeric34 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
Eta_FL_Anumeric36 unique values
0 missing
CATS2D_07_DPnumeric5 unique values
0 missing
Mpnumeric33 unique values
0 missing
CATS2D_07_LLnumeric21 unique values
0 missing
SpMin3_Bh.v.numeric41 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
SpMax2_Bh.e.numeric29 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
P_VSA_LogP_2numeric24 unique values
0 missing
CATS2D_07_PNnumeric3 unique values
0 missing
SpMAD_EA.bo.numeric38 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
GATS2inumeric39 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
GATS2pnumeric40 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
GATS2vnumeric40 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
Eta_C_Anumeric55 unique values
0 missing
CATS2D_08_DAnumeric7 unique values
0 missing
piPC04numeric41 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS1snumeric45 unique values
0 missing
CATS2D_08_DPnumeric4 unique values
0 missing
Eta_Lnumeric49 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
P_VSA_MR_2numeric16 unique values
0 missing
CATS2D_08_PLnumeric5 unique values
0 missing
SpMin2_Bh.i.numeric21 unique values
0 missing
CATS2D_09_AAnumeric6 unique values
0 missing
ATSC5snumeric57 unique values
0 missing
CATS2D_09_ALnumeric11 unique values
0 missing
MATS2snumeric52 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
ATS5snumeric54 unique values
0 missing
CATS2D_09_APnumeric5 unique values
0 missing
ATSC3enumeric44 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
NaasCnumeric8 unique values
0 missing
CATS2D_09_DDnumeric5 unique values
0 missing
Uinumeric10 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GATS7vnumeric54 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
Vindexnumeric36 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
ATSC4snumeric57 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
SpMax5_Bh.s.numeric40 unique values
0 missing
CATS2D_09_PLnumeric5 unique values
0 missing
MATS1snumeric44 unique values
0 missing
CENTnumeric44 unique values
0 missing
PDInumeric34 unique values
0 missing
Chi0_AEA.bo.numeric37 unique values
0 missing
Eta_L_Anumeric34 unique values
0 missing
Chi0_AEA.dm.numeric37 unique values
0 missing
IACnumeric39 unique values
0 missing
Chi0_AEA.ed.numeric37 unique values
0 missing
nR06numeric5 unique values
0 missing
Chi0_AEA.ri.numeric37 unique values
0 missing
Rperimnumeric11 unique values
0 missing
Chi0_EAnumeric37 unique values
0 missing
TIC0numeric39 unique values
0 missing
Chi0_EA.bo.numeric40 unique values
0 missing
TRSnumeric9 unique values
0 missing
Chi0_EA.ed.numeric43 unique values
0 missing
ATSC2enumeric39 unique values
0 missing
Chi0_EA.ri.numeric47 unique values
0 missing
GATS1inumeric40 unique values
0 missing
Chi1_AEA.bo.numeric43 unique values
0 missing
JGI1numeric31 unique values
0 missing
Chi1_AEA.dm.numeric43 unique values
0 missing
GGI5numeric34 unique values
0 missing
Chi1_AEA.ed.numeric43 unique values
0 missing
Chi0_EA.dm.numeric41 unique values
0 missing
Chi1_AEA.ri.numeric43 unique values
0 missing
SM06_EA.bo.numeric44 unique values
0 missing
Chi1_EAnumeric43 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
Chi1_EA.bo.numeric44 unique values
0 missing
Xindexnumeric35 unique values
0 missing
Chi1_EA.dm.numeric42 unique values
0 missing
Yindexnumeric39 unique values
0 missing
Chi1_EA.ed.numeric43 unique values
0 missing
GATS3vnumeric46 unique values
0 missing
Chi1_EA.ri.numeric52 unique values
0 missing
ATSC1mnumeric40 unique values
0 missing
CIC0numeric39 unique values
0 missing
P_VSA_s_6numeric25 unique values
0 missing
CIC1numeric41 unique values
0 missing
SsOHnumeric16 unique values
0 missing
CIC2numeric47 unique values
0 missing
Eta_alpha_Anumeric24 unique values
0 missing
CIC3numeric47 unique values
0 missing
Eta_sh_pnumeric38 unique values
0 missing
CIC4numeric40 unique values
0 missing
Senumeric40 unique values
0 missing
CIC5numeric37 unique values
0 missing
SpMax2_Bh.p.numeric28 unique values
0 missing
CIDnumeric34 unique values
0 missing
SpMax2_Bh.i.numeric26 unique values
0 missing
Cl.089numeric3 unique values
0 missing
SpMax3_Bh.m.numeric39 unique values
0 missing
Cl.090numeric2 unique values
0 missing
MATS2pnumeric41 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SpMin8_Bh.p.numeric37 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMin8_Bh.v.numeric36 unique values
0 missing
cRo5numeric2 unique values
0 missing
GATS1enumeric39 unique values
0 missing
CSInumeric41 unique values
0 missing
ATSC3mnumeric51 unique values
0 missing
DBInumeric22 unique values
0 missing
SM08_EA.bo.numeric39 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
ATS3enumeric43 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
GATS7inumeric50 unique values
0 missing
DECCnumeric39 unique values
0 missing
Eig12_EA.bo.numeric33 unique values
0 missing
DELSnumeric57 unique values
0 missing
SM04_EA.bo.numeric38 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
X1Anumeric22 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATSC1pnumeric40 unique values
0 missing
DLS_01numeric4 unique values
0 missing
D.Dtr09numeric33 unique values
0 missing
DLS_02numeric5 unique values
0 missing
Eig13_AEA.bo.numeric33 unique values
0 missing
DLS_03numeric5 unique values
0 missing
PCRnumeric42 unique values
0 missing
DLS_04numeric6 unique values
0 missing
AECCnumeric38 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ALOGPnumeric43 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ALOGP2numeric43 unique values
0 missing
DLS_07numeric3 unique values
0 missing
AMRnumeric43 unique values
0 missing
DLS_consnumeric21 unique values
0 missing
AMWnumeric38 unique values
0 missing
Dznumeric32 unique values
0 missing
ATS1enumeric38 unique values
0 missing
ECCnumeric38 unique values
0 missing
ATS1inumeric38 unique values
0 missing
Eig01_AEA.bo.numeric25 unique values
0 missing
ATS1mnumeric40 unique values
0 missing
Eig01_AEA.dm.numeric18 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
Eig01_AEA.ed.numeric22 unique values
0 missing
ATS1snumeric45 unique values
0 missing
Eig01_AEA.ri.numeric29 unique values
0 missing
ATS1vnumeric39 unique values
0 missing
Eig01_EAnumeric26 unique values
0 missing
ATS2enumeric42 unique values
0 missing
Eig01_EA.bo.numeric22 unique values
0 missing
ATS2inumeric41 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
ATS2mnumeric43 unique values
0 missing
Eig01_EA.ed.numeric26 unique values
0 missing
ATS2pnumeric41 unique values
0 missing
Eig01_EA.ri.numeric32 unique values
0 missing
ATS2snumeric52 unique values
0 missing
Eig02_AEA.bo.numeric35 unique values
0 missing
ATS2vnumeric41 unique values
0 missing
Eig02_AEA.dm.numeric26 unique values
0 missing
ATS3inumeric44 unique values
0 missing
Eig02_AEA.ed.numeric26 unique values
0 missing
ATS3mnumeric46 unique values
0 missing
Eig02_AEA.ri.numeric43 unique values
0 missing
ATS3pnumeric46 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
ATS3snumeric51 unique values
0 missing
Eig02_EA.bo.numeric34 unique values
0 missing
ATS3vnumeric49 unique values
0 missing
Eig02_EA.dm.numeric16 unique values
0 missing
ATS4enumeric50 unique values
0 missing
Eig02_EA.ed.numeric29 unique values
0 missing
ATS4inumeric48 unique values
0 missing
Eig02_EA.ri.numeric42 unique values
0 missing
ATS4mnumeric54 unique values
0 missing
Eig03_AEA.bo.numeric26 unique values
0 missing
ATS4pnumeric54 unique values
0 missing
Eig03_AEA.dm.numeric41 unique values
0 missing
ATS4snumeric53 unique values
0 missing
Eig03_AEA.ed.numeric31 unique values
0 missing
ATS4vnumeric54 unique values
0 missing
Eig03_AEA.ri.numeric28 unique values
0 missing
ATS5enumeric53 unique values
0 missing
Eig03_EAnumeric29 unique values
0 missing
ATS5inumeric51 unique values
0 missing
Eig03_EA.bo.numeric30 unique values
0 missing
ATS5mnumeric55 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
ATS5pnumeric53 unique values
0 missing
Eig03_EA.ed.numeric39 unique values
0 missing
ATS5vnumeric51 unique values
0 missing
Eig03_EA.ri.numeric23 unique values
0 missing
ATS6enumeric53 unique values
0 missing
Eig04_AEA.bo.numeric35 unique values
0 missing
ATS6inumeric51 unique values
0 missing
Eig04_AEA.dm.numeric44 unique values
0 missing
ATS6mnumeric53 unique values
0 missing
Eig04_AEA.ed.numeric38 unique values
0 missing
ATS6pnumeric54 unique values
0 missing
Eig04_AEA.ri.numeric49 unique values
0 missing
ATS6snumeric55 unique values
0 missing
Eig04_EAnumeric41 unique values
0 missing
ATS6vnumeric54 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
ATS7enumeric53 unique values
0 missing
Eig04_EA.ed.numeric44 unique values
0 missing
ATS7inumeric51 unique values
0 missing
Eig04_EA.ri.numeric46 unique values
0 missing
ATS7mnumeric57 unique values
0 missing
Eig05_AEA.bo.numeric35 unique values
0 missing
ATS7pnumeric55 unique values
0 missing
Eig05_AEA.dm.numeric35 unique values
0 missing
ATS7snumeric55 unique values
0 missing
Eig05_AEA.ed.numeric40 unique values
0 missing
ATS7vnumeric53 unique values
0 missing
Eig05_AEA.ri.numeric41 unique values
0 missing
ATS8enumeric55 unique values
0 missing
ATS8inumeric54 unique values
0 missing
ATS8mnumeric55 unique values
0 missing
ATS8pnumeric53 unique values
0 missing
ATS8snumeric54 unique values
0 missing
ATS8vnumeric54 unique values
0 missing
ATSC1inumeric37 unique values
0 missing
ATSC1snumeric49 unique values
0 missing
ATSC1vnumeric39 unique values
0 missing
ATSC2inumeric42 unique values
0 missing
ATSC2mnumeric43 unique values
0 missing
ATSC2pnumeric43 unique values
0 missing
ATSC2vnumeric42 unique values
0 missing
ATSC3inumeric46 unique values
0 missing
ATSC3pnumeric50 unique values
0 missing
ATSC3snumeric56 unique values
0 missing
ATSC3vnumeric51 unique values
0 missing
ATSC4inumeric53 unique values
0 missing
ATSC4mnumeric56 unique values
0 missing
ATSC4pnumeric56 unique values
0 missing
ATSC4vnumeric56 unique values
0 missing
ATSC5enumeric51 unique values
0 missing
ATSC5inumeric50 unique values
0 missing
ATSC5mnumeric56 unique values
0 missing
ATSC5pnumeric56 unique values
0 missing
ATSC5vnumeric56 unique values
0 missing
ATSC6enumeric54 unique values
0 missing
ATSC6inumeric54 unique values
0 missing
ATSC6mnumeric57 unique values
0 missing
ATSC6pnumeric57 unique values
0 missing
ATSC6snumeric57 unique values
0 missing
ATSC6vnumeric57 unique values
0 missing
ATSC7enumeric56 unique values
0 missing
ATSC7inumeric53 unique values
0 missing
ATSC7mnumeric57 unique values
0 missing
ATSC7pnumeric57 unique values
0 missing
ATSC7snumeric57 unique values
0 missing
ATSC7vnumeric57 unique values
0 missing
ATSC8enumeric54 unique values
0 missing
ATSC8inumeric55 unique values
0 missing
ATSC8mnumeric57 unique values
0 missing
ATSC8pnumeric57 unique values
0 missing
ATSC8snumeric57 unique values
0 missing
ATSC8vnumeric57 unique values
0 missing
BBInumeric20 unique values
0 missing
BIC0numeric33 unique values
0 missing
BIC1numeric38 unique values
0 missing
BIC2numeric41 unique values
0 missing
BIC3numeric42 unique values
0 missing
BIC4numeric41 unique values
0 missing
BIC5numeric40 unique values
0 missing
BIDnumeric27 unique values
0 missing
BLInumeric44 unique values
0 missing
BLTA96numeric38 unique values
0 missing
BLTD48numeric38 unique values
0 missing
BLTF96numeric39 unique values
0 missing
C.001numeric5 unique values
0 missing
C.002numeric10 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric3 unique values
0 missing
C.006numeric5 unique values
0 missing
C.008numeric5 unique values
0 missing
C.012numeric2 unique values
0 missing
C.014numeric2 unique values
0 missing
C.026numeric5 unique values
0 missing
C.027numeric3 unique values
0 missing
C.028numeric3 unique values
0 missing
C.029numeric2 unique values
0 missing
C.033numeric3 unique values
0 missing
C.034numeric3 unique values
0 missing

62 properties

57
Number of instances (rows) of the dataset.
442
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.
441
Number of numeric attributes.
1
Number of nominal attributes.
10.79
Mean standard deviation of 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.
Minimal entropy among attributes.
1.58
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
-1.46
Minimum kurtosis among attributes of the numeric type.
0
Percentage of binary attributes.
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-4.16
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
57
Maximum kurtosis among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
9.72
Third quartile of kurtosis among attributes of the numeric type.
1898.53
Maximum of means among attributes of the numeric type.
The minimal number of distinct values among attributes of the nominal type.
99.77
Percentage of numeric attributes.
6.08
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-3.8
Minimum skewness among attributes of the numeric type.
0.23
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.
2.72
Third quartile of skewness among attributes of the numeric type.
7.55
Maximum skewness among attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
0.5
First quartile of kurtosis among attributes of the numeric type.
2.23
Third quartile of standard deviation of attributes of the numeric type.
1921.77
Maximum standard deviation of attributes of the numeric type.
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.56
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
7.44
Mean kurtosis among attributes of the numeric type.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
16.95
Mean of means among attributes of the numeric type.
0.23
First quartile of skewness among attributes of the numeric type.
Average mutual information between the nominal attributes and the target attribute.
0.18
First quartile of standard deviation of attributes of the numeric type.
0.48
Average class difference between consecutive instances.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
Average number of distinct values among the attributes of the nominal type.
3.91
Second quartile (Median) of kurtosis among attributes of the numeric type.
7.75
Number of attributes divided by the number of instances.
1.6
Mean skewness among attributes of the numeric type.
2.35
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.

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
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