Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL5166 (TID: 100107), and it has 41 rows and 426 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.

428 features

pXC50 (target)numeric18 unique values
0 missing
molecule_id (row identifier)nominal41 unique values
0 missing
CATS2D_06_NNnumeric2 unique values
0 missing
SaasNnumeric17 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
MATS3enumeric32 unique values
0 missing
CATS2D_07_AAnumeric8 unique values
0 missing
MATS3snumeric32 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
SaaCHnumeric32 unique values
0 missing
CATS2D_07_ANnumeric4 unique values
0 missing
SpMax6_Bh.i.numeric29 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
SpMax6_Bh.v.numeric32 unique values
0 missing
CATS2D_07_DAnumeric7 unique values
0 missing
SpMin7_Bh.i.numeric28 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS6enumeric32 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
MATS4vnumeric30 unique values
0 missing
CATS2D_07_DNnumeric4 unique values
0 missing
Eta_FLnumeric30 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
GGI2numeric13 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
SpMaxA_EA.ri.numeric25 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
X3numeric30 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
X5numeric30 unique values
0 missing
CATS2D_08_AAnumeric5 unique values
0 missing
Wapnumeric29 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
SpMin5_Bh.e.numeric29 unique values
0 missing
CATS2D_08_ANnumeric3 unique values
0 missing
SpMin5_Bh.i.numeric30 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
SpMin6_Bh.e.numeric26 unique values
0 missing
CATS2D_08_DAnumeric8 unique values
0 missing
CATS2D_01_LLnumeric10 unique values
0 missing
CATS2D_08_DDnumeric6 unique values
0 missing
GATS4snumeric32 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
JGI8numeric10 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
SaasCnumeric32 unique values
0 missing
CATS2D_08_DPnumeric3 unique values
0 missing
SpMax5_Bh.e.numeric31 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
SpMin6_Bh.i.numeric28 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
Eig13_AEA.dm.numeric22 unique values
0 missing
CATS2D_09_AAnumeric8 unique values
0 missing
P_VSA_LogP_1numeric11 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
SNarnumeric26 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
SpMax5_Bh.v.numeric31 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SsNH2numeric20 unique values
0 missing
CATS2D_09_DAnumeric8 unique values
0 missing
ARRnumeric25 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
piPC03numeric25 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
Psi_e_1numeric24 unique values
0 missing
CATS2D_09_DNnumeric3 unique values
0 missing
P_VSA_MR_6numeric25 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
BACnumeric24 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
D.Dtr06numeric30 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
Eta_sh_pnumeric28 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GNarnumeric26 unique values
0 missing
CATS2D_09_PNnumeric2 unique values
0 missing
HNarnumeric25 unique values
0 missing
CENTnumeric30 unique values
0 missing
IVDEnumeric28 unique values
0 missing
Chi0_AEA.bo.numeric28 unique values
0 missing
JGI1numeric27 unique values
0 missing
Chi0_AEA.dm.numeric28 unique values
0 missing
JGTnumeric28 unique values
0 missing
Chi0_AEA.ed.numeric28 unique values
0 missing
O.numeric25 unique values
0 missing
Chi0_AEA.ri.numeric28 unique values
0 missing
SaaNnumeric19 unique values
0 missing
Chi0_EAnumeric28 unique values
0 missing
SpMax3_Bh.e.numeric29 unique values
0 missing
Chi0_EA.bo.numeric28 unique values
0 missing
SpMax3_Bh.v.numeric26 unique values
0 missing
Chi0_EA.dm.numeric29 unique values
0 missing
SpMax4_Bh.e.numeric28 unique values
0 missing
Chi0_EA.ed.numeric30 unique values
0 missing
SpMax4_Bh.v.numeric27 unique values
0 missing
Chi0_EA.ri.numeric32 unique values
0 missing
SpMin3_Bh.p.numeric21 unique values
0 missing
Chi1_AEA.bo.numeric30 unique values
0 missing
Vindexnumeric29 unique values
0 missing
Chi1_AEA.dm.numeric30 unique values
0 missing
X0Anumeric20 unique values
0 missing
Chi1_AEA.ed.numeric30 unique values
0 missing
Xindexnumeric29 unique values
0 missing
Chi1_AEA.ri.numeric30 unique values
0 missing
Yindexnumeric27 unique values
0 missing
Chi1_EAnumeric30 unique values
0 missing
MAXDPnumeric32 unique values
0 missing
Chi1_EA.bo.numeric30 unique values
0 missing
SpMin3_Bh.s.numeric22 unique values
0 missing
Chi1_EA.dm.numeric30 unique values
0 missing
TPCnumeric27 unique values
0 missing
Chi1_EA.ed.numeric30 unique values
0 missing
LOCnumeric29 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
AACnumeric30 unique values
0 missing
CIC0numeric30 unique values
0 missing
AECCnumeric30 unique values
0 missing
CIC1numeric30 unique values
0 missing
ALOGPnumeric30 unique values
0 missing
CIC2numeric30 unique values
0 missing
ALOGP2numeric30 unique values
0 missing
CIC3numeric30 unique values
0 missing
AMRnumeric30 unique values
0 missing
CIC4numeric28 unique values
0 missing
AMWnumeric30 unique values
0 missing
CIC5numeric29 unique values
0 missing
ATS1enumeric30 unique values
0 missing
CIDnumeric28 unique values
0 missing
ATS1inumeric30 unique values
0 missing
CMC.50numeric2 unique values
0 missing
ATS1mnumeric30 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATS1pnumeric29 unique values
0 missing
cRo5numeric2 unique values
0 missing
ATS1snumeric30 unique values
0 missing
CSInumeric30 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
DBInumeric22 unique values
0 missing
ATS2enumeric30 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
ATS2inumeric30 unique values
0 missing
D.Dtr09numeric17 unique values
0 missing
ATS2mnumeric30 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
ATS2pnumeric30 unique values
0 missing
DECCnumeric30 unique values
0 missing
ATS2snumeric32 unique values
0 missing
DELSnumeric32 unique values
0 missing
ATS2vnumeric30 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS3enumeric31 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS3inumeric29 unique values
0 missing
DLS_02numeric5 unique values
0 missing
ATS3mnumeric29 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS3pnumeric31 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS3snumeric32 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATS3vnumeric31 unique values
0 missing
DLS_06numeric6 unique values
0 missing
ATS4enumeric31 unique values
0 missing
DLS_07numeric3 unique values
0 missing
ATS4inumeric32 unique values
0 missing
DLS_consnumeric20 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
Dznumeric30 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
ECCnumeric28 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig01_AEA.bo.numeric14 unique values
0 missing
ATS4vnumeric32 unique values
0 missing
Eig01_AEA.dm.numeric10 unique values
0 missing
ATS5enumeric30 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
ATS5inumeric32 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig01_EAnumeric13 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
ATS5snumeric30 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
ATS6enumeric31 unique values
0 missing
Eig01_EA.ri.numeric18 unique values
0 missing
ATS6inumeric32 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
ATS6mnumeric31 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
ATS6pnumeric32 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
ATS6snumeric32 unique values
0 missing
Eig02_AEA.ri.numeric20 unique values
0 missing
ATS6vnumeric32 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
ATS7enumeric32 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
ATS7inumeric32 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
ATS7mnumeric32 unique values
0 missing
Eig02_EA.ed.numeric17 unique values
0 missing
ATS7pnumeric32 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
ATS7snumeric32 unique values
0 missing
Eig03_AEA.bo.numeric20 unique values
0 missing
ATS7vnumeric32 unique values
0 missing
Eig03_AEA.dm.numeric20 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
ATS8inumeric32 unique values
0 missing
Eig03_AEA.ri.numeric18 unique values
0 missing
ATS8mnumeric32 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig03_EA.bo.numeric23 unique values
0 missing
ATS8snumeric32 unique values
0 missing
Eig03_EA.dm.numeric13 unique values
0 missing
ATS8vnumeric30 unique values
0 missing
Eig03_EA.ed.numeric17 unique values
0 missing
ATSC1enumeric30 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
ATSC1inumeric30 unique values
0 missing
Eig04_AEA.bo.numeric21 unique values
0 missing
ATSC1mnumeric30 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
ATSC1snumeric30 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
ATSC1vnumeric29 unique values
0 missing
Eig04_EAnumeric21 unique values
0 missing
ATSC2enumeric30 unique values
0 missing
Eig04_EA.bo.numeric19 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
ATSC2mnumeric30 unique values
0 missing
Eig04_EA.ed.numeric22 unique values
0 missing
ATSC2pnumeric30 unique values
0 missing
Eig04_EA.ri.numeric26 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
Eig05_AEA.bo.numeric26 unique values
0 missing
ATSC2vnumeric30 unique values
0 missing
Eig05_AEA.dm.numeric28 unique values
0 missing
ATSC3enumeric32 unique values
0 missing
Eig05_AEA.ed.numeric20 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
Eig05_AEA.ri.numeric29 unique values
0 missing
ATSC3mnumeric32 unique values
0 missing
Eig05_EAnumeric28 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig05_EA.dm.numeric6 unique values
0 missing
ATSC3vnumeric32 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
ATSC4enumeric32 unique values
0 missing
Eig05_EA.ri.numeric30 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
Eig06_AEA.bo.numeric27 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
Eig06_AEA.dm.numeric26 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
Eig06_AEA.ed.numeric21 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
Eig06_AEA.ri.numeric28 unique values
0 missing
ATSC4vnumeric32 unique values
0 missing
Eig06_EAnumeric25 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
Eig06_EA.bo.numeric21 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
Eig06_EA.dm.numeric5 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
Eig06_EA.ed.numeric22 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
Eig07_AEA.bo.numeric26 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
Eig07_AEA.dm.numeric26 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
ATSC6inumeric32 unique values
0 missing
Eig07_AEA.ri.numeric30 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
Eig07_EAnumeric28 unique values
0 missing
ATSC6pnumeric32 unique values
0 missing
Eig07_EA.bo.numeric25 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
Eig07_EA.ed.numeric27 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
Eig08_AEA.bo.numeric22 unique values
0 missing
ATSC7mnumeric32 unique values
0 missing
Eig08_AEA.dm.numeric29 unique values
0 missing
ATSC7pnumeric32 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
ATSC7vnumeric32 unique values
0 missing
Eig08_EAnumeric27 unique values
0 missing
ATSC8enumeric32 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
ATSC8inumeric32 unique values
0 missing
Eig08_EA.ed.numeric27 unique values
0 missing
ATSC8mnumeric32 unique values
0 missing
Eig08_EA.ri.numeric26 unique values
0 missing
ATSC8pnumeric32 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
ATSC8vnumeric32 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
BBInumeric23 unique values
0 missing
Eig09_AEA.ri.numeric19 unique values
0 missing
BIC0numeric26 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
BIC1numeric27 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
BIC2numeric29 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
BIC3numeric28 unique values
0 missing
Eig09_EA.ri.numeric19 unique values
0 missing
BIC4numeric25 unique values
0 missing
Eig10_AEA.bo.numeric19 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig10_AEA.dm.numeric21 unique values
0 missing
BIDnumeric20 unique values
0 missing
Eig10_AEA.ed.numeric26 unique values
0 missing
BLInumeric29 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
BLTA96numeric31 unique values
0 missing
Eig10_EAnumeric20 unique values
0 missing
BLTD48numeric32 unique values
0 missing
Eig10_EA.bo.numeric20 unique values
0 missing
BLTF96numeric31 unique values
0 missing
Eig10_EA.ed.numeric21 unique values
0 missing
C.numeric24 unique values
0 missing
C.001numeric5 unique values
0 missing
C.002numeric3 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric5 unique values
0 missing
C.008numeric5 unique values
0 missing
C.009numeric2 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric2 unique values
0 missing
C.018numeric2 unique values
0 missing
C.024numeric6 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
C.028numeric2 unique values
0 missing
C.029numeric3 unique values
0 missing
C.030numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
C.041numeric2 unique values
0 missing
C.042numeric2 unique values
0 missing
C.043numeric2 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_ANnumeric6 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
CATS2D_01_DNnumeric5 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_AAnumeric10 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
CATS2D_02_APnumeric4 unique values
0 missing
CATS2D_02_DAnumeric10 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
CATS2D_02_DLnumeric6 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
CATS2D_02_NNnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
CATS2D_03_ANnumeric5 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
CATS2D_03_DNnumeric6 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
CATS2D_04_DAnumeric9 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_04_NNnumeric3 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
CATS2D_05_ANnumeric5 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
CATS2D_05_DAnumeric7 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_DNnumeric6 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
CATS2D_05_PLnumeric3 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric9 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
41
Number of instances (rows) of the dataset.
NumberOfFeatures
428
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
427
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
41
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.2
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
-0.22
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
44711.39
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3MeansOfNumericAtts
5.38
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.77
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.77
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.23
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
0.76
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
6.4
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3StdDevOfNumericAtts
1.88
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
34942.74
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.05
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.86
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
0.99
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
125.61
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.44
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.7
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
First quartile of standard deviation of attributes of the numeric type.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
10.44
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.71
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
0.32
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.97
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
90.57
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
-0.06
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.49
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.88
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5166
0 runs - estimation_procedure: 50 times Clustering
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