Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879

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: CHEMBL5879 (TID: 102698), and it has 58 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)numeric57 unique values
0 missing
molecule_id (row identifier)nominal58 unique values
0 missing
CATS2D_06_DLnumeric10 unique values
0 missing
Eta_betaS_Anumeric39 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS5pnumeric52 unique values
0 missing
CATS2D_06_LLnumeric17 unique values
0 missing
DECCnumeric50 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
MATS1pnumeric52 unique values
0 missing
CATS2D_06_PLnumeric5 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
MATS1inumeric52 unique values
0 missing
CATS2D_07_ALnumeric12 unique values
0 missing
MATS5pnumeric50 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
MATS1enumeric49 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
P_VSA_p_1numeric23 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
P_VSA_s_2numeric22 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
ATS2inumeric55 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
ATS3inumeric55 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
ATSC1inumeric53 unique values
0 missing
CATS2D_07_DPnumeric3 unique values
0 missing
ATSC2inumeric56 unique values
0 missing
CATS2D_07_LLnumeric14 unique values
0 missing
ATSC3inumeric54 unique values
0 missing
CATS2D_07_NLnumeric5 unique values
0 missing
C.006numeric8 unique values
0 missing
CATS2D_07_PLnumeric5 unique values
0 missing
GATS1inumeric53 unique values
0 missing
CATS2D_07_PPnumeric2 unique values
0 missing
nCsp3numeric11 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
NssCH2numeric8 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
NsssNnumeric4 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpMin5_Bh.s.numeric45 unique values
0 missing
CATS2D_08_DAnumeric5 unique values
0 missing
SsssNnumeric12 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS1pnumeric52 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
GATS1snumeric53 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
MATS5inumeric54 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
GATS3vnumeric42 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
P_VSA_e_1numeric21 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
P_VSA_m_1numeric21 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
P_VSA_v_1numeric21 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
SssCH2numeric32 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
D.Dtr06numeric50 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
N.068numeric3 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
nR06numeric7 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
nRNR2numeric3 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
SpMin3_Bh.p.numeric44 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
SpMin3_Bh.v.numeric45 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
ATS4inumeric55 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
ATSC2mnumeric56 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
Eta_Lnumeric56 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
MATS1vnumeric45 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
MATS1mnumeric46 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
ATS2enumeric56 unique values
0 missing
CENTnumeric49 unique values
0 missing
ATS3enumeric54 unique values
0 missing
Chi0_AEA.bo.numeric46 unique values
0 missing
ON1Vnumeric56 unique values
0 missing
Chi0_AEA.dm.numeric46 unique values
0 missing
SpMax7_Bh.e.numeric45 unique values
0 missing
Chi0_AEA.ed.numeric46 unique values
0 missing
SpMax7_Bh.i.numeric41 unique values
0 missing
Chi0_AEA.ri.numeric46 unique values
0 missing
SpMax8_Bh.e.numeric38 unique values
0 missing
Chi0_EAnumeric46 unique values
0 missing
SpMax8_Bh.i.numeric38 unique values
0 missing
Chi0_EA.bo.numeric49 unique values
0 missing
SpMin4_Bh.s.numeric50 unique values
0 missing
Chi0_EA.dm.numeric44 unique values
0 missing
SpMin7_Bh.p.numeric44 unique values
0 missing
Chi0_EA.ed.numeric50 unique values
0 missing
P_VSA_MR_1numeric21 unique values
0 missing
Chi0_EA.ri.numeric56 unique values
0 missing
SpMax8_Bh.v.numeric39 unique values
0 missing
Chi1_AEA.bo.numeric48 unique values
0 missing
Yindexnumeric48 unique values
0 missing
Chi1_AEA.dm.numeric48 unique values
0 missing
BIC3numeric47 unique values
0 missing
Chi1_AEA.ed.numeric48 unique values
0 missing
ATSC1vnumeric56 unique values
0 missing
Chi1_AEA.ri.numeric48 unique values
0 missing
ATSC3vnumeric55 unique values
0 missing
Chi1_EAnumeric48 unique values
0 missing
BIC5numeric46 unique values
0 missing
Chi1_EA.bo.numeric50 unique values
0 missing
ATS1enumeric54 unique values
0 missing
Chi1_EA.dm.numeric44 unique values
0 missing
ATS1inumeric55 unique values
0 missing
Chi1_EA.ed.numeric50 unique values
0 missing
ATS5inumeric55 unique values
0 missing
Chi1_EA.ri.numeric57 unique values
0 missing
ATSC1pnumeric56 unique values
0 missing
CIC0numeric54 unique values
0 missing
ATSC2pnumeric56 unique values
0 missing
CIC1numeric54 unique values
0 missing
ATSC4vnumeric58 unique values
0 missing
CIC2numeric57 unique values
0 missing
ATSC5inumeric56 unique values
0 missing
CIC3numeric56 unique values
0 missing
GATS1vnumeric56 unique values
0 missing
CIC4numeric50 unique values
0 missing
ISIZnumeric31 unique values
0 missing
CIC5numeric49 unique values
0 missing
nATnumeric31 unique values
0 missing
CIDnumeric47 unique values
0 missing
nBTnumeric31 unique values
0 missing
Cl.089numeric3 unique values
0 missing
ON0Vnumeric50 unique values
0 missing
Cl.090numeric2 unique values
0 missing
Senumeric56 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Sinumeric56 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SpMin6_Bh.m.numeric47 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMin7_Bh.m.numeric39 unique values
0 missing
CSInumeric47 unique values
0 missing
AACnumeric51 unique values
0 missing
DBInumeric26 unique values
0 missing
AECCnumeric49 unique values
0 missing
D.Dtr05numeric31 unique values
0 missing
ALOGPnumeric56 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
ALOGP2numeric56 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
AMRnumeric56 unique values
0 missing
DELSnumeric58 unique values
0 missing
AMWnumeric56 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
ARRnumeric37 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS1mnumeric55 unique values
0 missing
DLS_01numeric3 unique values
0 missing
ATS1pnumeric56 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS1snumeric56 unique values
0 missing
DLS_03numeric3 unique values
0 missing
ATS1vnumeric53 unique values
0 missing
DLS_04numeric9 unique values
0 missing
ATS2mnumeric54 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATS2pnumeric54 unique values
0 missing
DLS_06numeric4 unique values
0 missing
ATS2snumeric55 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATS2vnumeric55 unique values
0 missing
DLS_consnumeric16 unique values
0 missing
ATS3mnumeric55 unique values
0 missing
Dznumeric41 unique values
0 missing
ATS3pnumeric52 unique values
0 missing
ECCnumeric47 unique values
0 missing
ATS3snumeric56 unique values
0 missing
Eig01_AEA.bo.numeric42 unique values
0 missing
ATS3vnumeric56 unique values
0 missing
Eig01_AEA.dm.numeric40 unique values
0 missing
ATS4enumeric56 unique values
0 missing
Eig01_AEA.ed.numeric44 unique values
0 missing
ATS4mnumeric56 unique values
0 missing
Eig01_AEA.ri.numeric50 unique values
0 missing
ATS4pnumeric57 unique values
0 missing
Eig01_EAnumeric45 unique values
0 missing
ATS4snumeric53 unique values
0 missing
Eig01_EA.bo.numeric41 unique values
0 missing
ATS4vnumeric54 unique values
0 missing
Eig01_EA.dm.numeric17 unique values
0 missing
ATS5enumeric54 unique values
0 missing
Eig01_EA.ed.numeric46 unique values
0 missing
ATS5mnumeric57 unique values
0 missing
Eig01_EA.ri.numeric50 unique values
0 missing
ATS5pnumeric58 unique values
0 missing
Eig02_AEA.bo.numeric46 unique values
0 missing
ATS5snumeric56 unique values
0 missing
Eig02_AEA.dm.numeric43 unique values
0 missing
ATS5vnumeric58 unique values
0 missing
Eig02_AEA.ed.numeric48 unique values
0 missing
ATS6enumeric56 unique values
0 missing
Eig02_AEA.ri.numeric53 unique values
0 missing
ATS6inumeric56 unique values
0 missing
Eig02_EAnumeric43 unique values
0 missing
ATS6mnumeric56 unique values
0 missing
Eig02_EA.bo.numeric48 unique values
0 missing
ATS6pnumeric58 unique values
0 missing
Eig02_EA.dm.numeric12 unique values
0 missing
ATS6snumeric55 unique values
0 missing
Eig02_EA.ed.numeric47 unique values
0 missing
ATS6vnumeric57 unique values
0 missing
Eig02_EA.ri.numeric52 unique values
0 missing
ATS7enumeric55 unique values
0 missing
Eig03_AEA.bo.numeric49 unique values
0 missing
ATS7inumeric55 unique values
0 missing
Eig03_AEA.dm.numeric42 unique values
0 missing
ATS7mnumeric55 unique values
0 missing
Eig03_AEA.ed.numeric50 unique values
0 missing
ATS7pnumeric58 unique values
0 missing
Eig03_AEA.ri.numeric54 unique values
0 missing
ATS7snumeric58 unique values
0 missing
Eig03_EAnumeric48 unique values
0 missing
ATS7vnumeric57 unique values
0 missing
Eig03_EA.bo.numeric48 unique values
0 missing
ATS8enumeric56 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
ATS8inumeric57 unique values
0 missing
Eig03_EA.ed.numeric50 unique values
0 missing
ATS8mnumeric57 unique values
0 missing
Eig03_EA.ri.numeric53 unique values
0 missing
ATS8pnumeric57 unique values
0 missing
Eig04_AEA.bo.numeric45 unique values
0 missing
ATS8snumeric54 unique values
0 missing
Eig04_AEA.dm.numeric48 unique values
0 missing
ATS8vnumeric58 unique values
0 missing
Eig04_AEA.ed.numeric41 unique values
0 missing
ATSC1enumeric48 unique values
0 missing
Eig04_AEA.ri.numeric46 unique values
0 missing
ATSC1mnumeric56 unique values
0 missing
Eig04_EAnumeric46 unique values
0 missing
ATSC1snumeric56 unique values
0 missing
Eig04_EA.bo.numeric45 unique values
0 missing
ATSC2enumeric53 unique values
0 missing
Eig04_EA.dm.numeric11 unique values
0 missing
ATSC2snumeric57 unique values
0 missing
Eig04_EA.ed.numeric43 unique values
0 missing
ATSC2vnumeric56 unique values
0 missing
Eig04_EA.ri.numeric44 unique values
0 missing
ATSC3enumeric53 unique values
0 missing
Eig05_AEA.bo.numeric48 unique values
0 missing
ATSC3mnumeric56 unique values
0 missing
Eig05_AEA.dm.numeric48 unique values
0 missing
ATSC3pnumeric56 unique values
0 missing
Eig05_AEA.ed.numeric47 unique values
0 missing
ATSC3snumeric58 unique values
0 missing
Eig05_AEA.ri.numeric56 unique values
0 missing
ATSC4enumeric54 unique values
0 missing
Eig05_EAnumeric48 unique values
0 missing
ATSC4inumeric55 unique values
0 missing
Eig05_EA.bo.numeric48 unique values
0 missing
ATSC4mnumeric58 unique values
0 missing
Eig05_EA.dm.numeric4 unique values
0 missing
ATSC4pnumeric57 unique values
0 missing
Eig05_EA.ed.numeric47 unique values
0 missing
ATSC4snumeric58 unique values
0 missing
Eig05_EA.ri.numeric58 unique values
0 missing
ATSC5enumeric52 unique values
0 missing
Eig06_AEA.bo.numeric46 unique values
0 missing
ATSC5mnumeric58 unique values
0 missing
Eig06_AEA.dm.numeric49 unique values
0 missing
ATSC5pnumeric58 unique values
0 missing
Eig06_AEA.ed.numeric45 unique values
0 missing
ATSC5snumeric58 unique values
0 missing
Eig06_AEA.ri.numeric52 unique values
0 missing
ATSC5vnumeric58 unique values
0 missing
Eig06_EAnumeric45 unique values
0 missing
ATSC6enumeric50 unique values
0 missing
Eig06_EA.bo.numeric46 unique values
0 missing
ATSC6inumeric58 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
ATSC6mnumeric57 unique values
0 missing
Eig06_EA.ed.numeric46 unique values
0 missing
ATSC6pnumeric57 unique values
0 missing
Eig06_EA.ri.numeric53 unique values
0 missing
ATSC6snumeric58 unique values
0 missing
Eig07_AEA.bo.numeric45 unique values
0 missing
ATSC6vnumeric58 unique values
0 missing
Eig07_AEA.dm.numeric50 unique values
0 missing
ATSC7enumeric57 unique values
0 missing
Eig07_AEA.ed.numeric46 unique values
0 missing
ATSC7inumeric58 unique values
0 missing
Eig07_AEA.ri.numeric56 unique values
0 missing
ATSC7mnumeric58 unique values
0 missing
Eig07_EAnumeric48 unique values
0 missing
ATSC7pnumeric58 unique values
0 missing
Eig07_EA.bo.numeric45 unique values
0 missing
ATSC7snumeric58 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATSC7vnumeric58 unique values
0 missing
Eig07_EA.ed.numeric49 unique values
0 missing
ATSC8enumeric55 unique values
0 missing
Eig07_EA.ri.numeric54 unique values
0 missing
ATSC8inumeric58 unique values
0 missing
Eig08_AEA.bo.numeric41 unique values
0 missing
ATSC8mnumeric58 unique values
0 missing
Eig08_AEA.dm.numeric42 unique values
0 missing
ATSC8pnumeric58 unique values
0 missing
Eig08_AEA.ed.numeric43 unique values
0 missing
ATSC8snumeric58 unique values
0 missing
Eig08_AEA.ri.numeric45 unique values
0 missing
ATSC8vnumeric58 unique values
0 missing
Eig08_EAnumeric40 unique values
0 missing
BACnumeric23 unique values
0 missing
Eig08_EA.bo.numeric42 unique values
0 missing
BBInumeric29 unique values
0 missing
Eig08_EA.ed.numeric45 unique values
0 missing
BIC0numeric45 unique values
0 missing
Eig08_EA.ri.numeric45 unique values
0 missing
BIC1numeric52 unique values
0 missing
Eig09_AEA.bo.numeric37 unique values
0 missing
BIC2numeric53 unique values
0 missing
Eig09_AEA.dm.numeric41 unique values
0 missing
BIC4numeric45 unique values
0 missing
Eig09_AEA.ed.numeric41 unique values
0 missing
BIDnumeric31 unique values
0 missing
Eig09_AEA.ri.numeric47 unique values
0 missing
BLInumeric48 unique values
0 missing
Eig09_EAnumeric37 unique values
0 missing
BLTA96numeric51 unique values
0 missing
Eig09_EA.bo.numeric36 unique values
0 missing
BLTD48numeric52 unique values
0 missing
Eig09_EA.ed.numeric40 unique values
0 missing
BLTF96numeric50 unique values
0 missing
Eig09_EA.ri.numeric45 unique values
0 missing
Br.091numeric2 unique values
0 missing
Eig10_AEA.bo.numeric34 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig10_AEA.dm.numeric39 unique values
0 missing
C.numeric40 unique values
0 missing
Eig10_AEA.ed.numeric41 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig10_AEA.ri.numeric38 unique values
0 missing
C.002numeric7 unique values
0 missing
Eig10_EAnumeric32 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig10_EA.bo.numeric35 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig10_EA.ed.numeric40 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig10_EA.ri.numeric38 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig11_AEA.bo.numeric36 unique values
0 missing
C.013numeric2 unique values
0 missing
Eig11_AEA.dm.numeric36 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig11_AEA.ed.numeric39 unique values
0 missing
C.024numeric16 unique values
0 missing
Eig11_AEA.ri.numeric38 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig11_EAnumeric31 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig11_EA.bo.numeric39 unique values
0 missing
C.027numeric4 unique values
0 missing
Eig11_EA.ed.numeric40 unique values
0 missing
C.028numeric3 unique values
0 missing
C.031numeric2 unique values
0 missing
C.032numeric3 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric4 unique values
0 missing
C.035numeric2 unique values
0 missing
C.039numeric3 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
C.044numeric2 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric4 unique values
0 missing
CATS2D_01_DAnumeric3 unique values
0 missing
CATS2D_01_DNnumeric4 unique values
0 missing
CATS2D_01_LLnumeric19 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
CATS2D_02_APnumeric3 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric8 unique values
0 missing
CATS2D_02_LLnumeric22 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric12 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric11 unique values
0 missing
CATS2D_03_DNnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric19 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_03_PNnumeric2 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric14 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric5 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
CATS2D_04_DPnumeric2 unique values
0 missing
CATS2D_04_LLnumeric16 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
CATS2D_04_PLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
CATS2D_05_ANnumeric4 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
CATS2D_05_DLnumeric12 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric19 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_05_PLnumeric5 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
CATS2D_06_ALnumeric11 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
58
Number of instances (rows) of the dataset.
NumberOfFeatures
442
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
441
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
7.62
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.03
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.47
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
880.68
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.44
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.6
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.42
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
7.83
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
13.2
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.7
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.31
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.08
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.14
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
7.62
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.07
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.15
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
7.22
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
0.38
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.94
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.57
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
58
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.9
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
1101.78
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
8.2
Third quartile of kurtosis among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.69
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-7.62
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5879
0 runs - estimation_procedure: 50 times Clustering
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