Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3321 (TID: 100799), and it has 89 rows and 406 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.

408 features

pXC50 (target)numeric66 unique values
0 missing
molecule_id (row identifier)nominal89 unique values
0 missing
Chi1_AEA.dm.numeric55 unique values
0 missing
P_VSA_LogP_2numeric39 unique values
0 missing
Chi1_AEA.ed.numeric55 unique values
0 missing
Eig03_EA.ri.numeric59 unique values
0 missing
Chi1_AEA.ri.numeric55 unique values
0 missing
SM07_EA.ri.numeric50 unique values
0 missing
Chi1_EAnumeric55 unique values
0 missing
SM08_EA.ri.numeric68 unique values
0 missing
Chi1_EA.bo.numeric70 unique values
0 missing
SpMin1_Bh.v.numeric44 unique values
0 missing
Chi1_EA.dm.numeric56 unique values
0 missing
SpMin1_Bh.m.numeric37 unique values
0 missing
Chi1_EA.ed.numeric59 unique values
0 missing
SM05_AEA.ed.numeric61 unique values
0 missing
Chi1_EA.ri.numeric67 unique values
0 missing
IACnumeric56 unique values
0 missing
CIC0numeric54 unique values
0 missing
TIC0numeric56 unique values
0 missing
CIC2numeric73 unique values
0 missing
P_VSA_s_3numeric46 unique values
0 missing
CIC3numeric69 unique values
0 missing
SM09_EA.ri.numeric54 unique values
0 missing
CIC4numeric63 unique values
0 missing
SM10_EA.ri.numeric68 unique values
0 missing
CIC5numeric60 unique values
0 missing
SM11_EA.ri.numeric55 unique values
0 missing
CIDnumeric47 unique values
0 missing
SM12_EA.ri.numeric67 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM13_EA.ri.numeric57 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM14_EA.ri.numeric67 unique values
0 missing
CSInumeric60 unique values
0 missing
SM15_EA.ri.numeric58 unique values
0 missing
DBInumeric26 unique values
0 missing
GATS1enumeric47 unique values
0 missing
D.Dtr03numeric18 unique values
0 missing
GATS1snumeric47 unique values
0 missing
D.Dtr05numeric18 unique values
0 missing
SpMAD_AEA.ri.numeric58 unique values
0 missing
D.Dtr06numeric54 unique values
0 missing
SpMAD_EAnumeric51 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
SpMAD_EA.ri.numeric50 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
IC2numeric72 unique values
0 missing
DECCnumeric59 unique values
0 missing
SaaCHnumeric59 unique values
0 missing
DELSnumeric78 unique values
0 missing
P_VSA_MR_5numeric45 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
SpMin6_Bh.i.numeric64 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM06_AEA.ed.numeric60 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SpMin5_Bh.e.numeric72 unique values
0 missing
DLS_02numeric3 unique values
0 missing
SpMax1_Bh.e.numeric51 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SpMax1_Bh.i.numeric53 unique values
0 missing
DLS_04numeric6 unique values
0 missing
SpMax1_Bh.p.numeric53 unique values
0 missing
DLS_05numeric3 unique values
0 missing
SpMax1_Bh.v.numeric53 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMin1_Bh.e.numeric36 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SpMin1_Bh.i.numeric34 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
SM07_AEA.ed.numeric57 unique values
0 missing
Dznumeric32 unique values
0 missing
ATSC1enumeric38 unique values
0 missing
ECCnumeric58 unique values
0 missing
MATS8inumeric63 unique values
0 missing
Eig01_AEA.bo.numeric33 unique values
0 missing
piPC10numeric71 unique values
0 missing
Eig01_AEA.dm.numeric32 unique values
0 missing
SpMin1_Bh.p.numeric46 unique values
0 missing
Eig01_AEA.ed.numeric28 unique values
0 missing
SM04_EA.ed.numeric57 unique values
0 missing
Eig01_AEA.ri.numeric39 unique values
0 missing
SM09_EAnumeric45 unique values
0 missing
Eig01_EAnumeric34 unique values
0 missing
SM08_EAnumeric59 unique values
0 missing
Eig01_EA.bo.numeric31 unique values
0 missing
C.numeric42 unique values
0 missing
Eig01_EA.dm.numeric11 unique values
0 missing
SpMAD_AEA.bo.numeric58 unique values
0 missing
Eig01_EA.ed.numeric30 unique values
0 missing
GATS8inumeric64 unique values
0 missing
Eig01_EA.ri.numeric37 unique values
0 missing
SpMin3_Bh.i.numeric64 unique values
0 missing
Eig02_AEA.bo.numeric54 unique values
0 missing
MATS2inumeric51 unique values
0 missing
Eig02_AEA.dm.numeric43 unique values
0 missing
MATS6inumeric62 unique values
0 missing
Eig02_AEA.ed.numeric43 unique values
0 missing
BIC0numeric50 unique values
0 missing
Eig02_AEA.ri.numeric57 unique values
0 missing
SIC0numeric48 unique values
0 missing
Eig02_EAnumeric47 unique values
0 missing
ATSC2enumeric55 unique values
0 missing
Eig02_EA.bo.numeric43 unique values
0 missing
CIC1numeric62 unique values
0 missing
Eig02_EA.dm.numeric13 unique values
0 missing
AACnumeric56 unique values
0 missing
Eig02_EA.ed.numeric47 unique values
0 missing
AECCnumeric59 unique values
0 missing
Eig02_EA.ri.numeric59 unique values
0 missing
ALOGPnumeric66 unique values
0 missing
Eig03_AEA.bo.numeric54 unique values
0 missing
ALOGP2numeric66 unique values
0 missing
Eig03_AEA.dm.numeric47 unique values
0 missing
AMRnumeric66 unique values
0 missing
Eig03_AEA.ed.numeric43 unique values
0 missing
AMWnumeric56 unique values
0 missing
Eig03_AEA.ri.numeric56 unique values
0 missing
ARRnumeric23 unique values
0 missing
Eig03_EAnumeric53 unique values
0 missing
ATS1enumeric55 unique values
0 missing
Eig03_EA.bo.numeric56 unique values
0 missing
ATS1inumeric53 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
ATS1mnumeric48 unique values
0 missing
Eig03_EA.ed.numeric49 unique values
0 missing
ATS1pnumeric53 unique values
0 missing
Eig04_AEA.bo.numeric62 unique values
0 missing
ATS1snumeric57 unique values
0 missing
Eig04_AEA.dm.numeric52 unique values
0 missing
ATS1vnumeric54 unique values
0 missing
Eig04_AEA.ed.numeric52 unique values
0 missing
ATS2enumeric59 unique values
0 missing
Eig04_AEA.ri.numeric59 unique values
0 missing
ATS2inumeric60 unique values
0 missing
Eig04_EAnumeric51 unique values
0 missing
ATS2mnumeric59 unique values
0 missing
Eig04_EA.bo.numeric59 unique values
0 missing
ATS2pnumeric61 unique values
0 missing
Eig04_EA.dm.numeric9 unique values
0 missing
ATS2snumeric72 unique values
0 missing
Eig04_EA.ed.numeric55 unique values
0 missing
ATS2vnumeric61 unique values
0 missing
Eig04_EA.ri.numeric58 unique values
0 missing
ATS3enumeric69 unique values
0 missing
Eig05_AEA.bo.numeric54 unique values
0 missing
ATS3inumeric69 unique values
0 missing
Eig05_AEA.dm.numeric65 unique values
0 missing
ATS3mnumeric69 unique values
0 missing
Eig05_AEA.ed.numeric52 unique values
0 missing
ATS3pnumeric71 unique values
0 missing
Eig05_AEA.ri.numeric57 unique values
0 missing
ATS3snumeric77 unique values
0 missing
Eig05_EAnumeric52 unique values
0 missing
ATS3vnumeric75 unique values
0 missing
Eig05_EA.bo.numeric57 unique values
0 missing
ATS4enumeric76 unique values
0 missing
Eig05_EA.dm.numeric5 unique values
0 missing
ATS4inumeric77 unique values
0 missing
Eig05_EA.ed.numeric55 unique values
0 missing
ATS4mnumeric68 unique values
0 missing
Eig05_EA.ri.numeric57 unique values
0 missing
ATS4pnumeric76 unique values
0 missing
Eig06_AEA.bo.numeric54 unique values
0 missing
ATS4snumeric77 unique values
0 missing
Eig06_AEA.dm.numeric64 unique values
0 missing
ATS4vnumeric76 unique values
0 missing
Eig06_AEA.ed.numeric53 unique values
0 missing
ATS5enumeric77 unique values
0 missing
Eig06_AEA.ri.numeric58 unique values
0 missing
ATS5inumeric72 unique values
0 missing
Eig06_EAnumeric55 unique values
0 missing
ATS5mnumeric73 unique values
0 missing
Eig06_EA.bo.numeric53 unique values
0 missing
ATS5pnumeric78 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATS5snumeric75 unique values
0 missing
Eig06_EA.ed.numeric59 unique values
0 missing
ATS5vnumeric78 unique values
0 missing
Eig06_EA.ri.numeric63 unique values
0 missing
ATS6enumeric74 unique values
0 missing
Eig07_AEA.bo.numeric44 unique values
0 missing
ATS6inumeric76 unique values
0 missing
Eig07_AEA.dm.numeric56 unique values
0 missing
ATS6mnumeric75 unique values
0 missing
Eig07_AEA.ed.numeric48 unique values
0 missing
ATS6pnumeric75 unique values
0 missing
Eig07_AEA.ri.numeric45 unique values
0 missing
ATS6snumeric76 unique values
0 missing
Eig07_EAnumeric42 unique values
0 missing
ATS6vnumeric74 unique values
0 missing
Eig07_EA.bo.numeric43 unique values
0 missing
ATS7enumeric76 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATS7inumeric75 unique values
0 missing
Eig07_EA.ed.numeric44 unique values
0 missing
ATS7mnumeric73 unique values
0 missing
Eig07_EA.ri.numeric46 unique values
0 missing
ATS7pnumeric74 unique values
0 missing
Eig08_AEA.bo.numeric32 unique values
0 missing
ATS7snumeric74 unique values
0 missing
Eig08_AEA.dm.numeric46 unique values
0 missing
ATS7vnumeric76 unique values
0 missing
Eig08_AEA.ed.numeric34 unique values
0 missing
ATS8enumeric75 unique values
0 missing
Eig08_AEA.ri.numeric38 unique values
0 missing
ATS8inumeric75 unique values
0 missing
Eig08_EAnumeric32 unique values
0 missing
ATS8mnumeric72 unique values
0 missing
Eig08_EA.bo.numeric32 unique values
0 missing
ATS8pnumeric77 unique values
0 missing
Eig08_EA.ed.numeric34 unique values
0 missing
ATS8snumeric75 unique values
0 missing
Eig08_EA.ri.numeric38 unique values
0 missing
ATS8vnumeric74 unique values
0 missing
Eig09_AEA.bo.numeric52 unique values
0 missing
ATSC1inumeric53 unique values
0 missing
Eig09_AEA.dm.numeric39 unique values
0 missing
ATSC1mnumeric56 unique values
0 missing
Eig09_AEA.ed.numeric40 unique values
0 missing
ATSC1pnumeric56 unique values
0 missing
Eig09_AEA.ri.numeric47 unique values
0 missing
ATSC1snumeric68 unique values
0 missing
Eig09_EAnumeric36 unique values
0 missing
ATSC1vnumeric56 unique values
0 missing
Eig09_EA.bo.numeric55 unique values
0 missing
ATSC2inumeric62 unique values
0 missing
Eig09_EA.ed.numeric40 unique values
0 missing
ATSC2mnumeric62 unique values
0 missing
Eig09_EA.ri.numeric49 unique values
0 missing
ATSC2pnumeric62 unique values
0 missing
Eig10_AEA.bo.numeric61 unique values
0 missing
ATSC2snumeric78 unique values
0 missing
Eig10_AEA.dm.numeric54 unique values
0 missing
ATSC2vnumeric62 unique values
0 missing
Eig10_AEA.ed.numeric47 unique values
0 missing
ATSC3enumeric71 unique values
0 missing
Eig10_AEA.ri.numeric56 unique values
0 missing
ATSC3inumeric67 unique values
0 missing
Eig10_EAnumeric42 unique values
0 missing
ATSC3mnumeric76 unique values
0 missing
Eig10_EA.bo.numeric57 unique values
0 missing
ATSC3pnumeric74 unique values
0 missing
Eig10_EA.ed.numeric45 unique values
0 missing
ATSC3snumeric78 unique values
0 missing
Eig10_EA.ri.numeric53 unique values
0 missing
ATSC3vnumeric75 unique values
0 missing
Eig11_AEA.bo.numeric58 unique values
0 missing
ATSC4enumeric65 unique values
0 missing
Eig11_AEA.dm.numeric51 unique values
0 missing
ATSC4inumeric75 unique values
0 missing
Eig11_AEA.ed.numeric45 unique values
0 missing
ATSC4mnumeric77 unique values
0 missing
Eig11_AEA.ri.numeric59 unique values
0 missing
ATSC4pnumeric77 unique values
0 missing
Eig11_EAnumeric50 unique values
0 missing
ATSC4snumeric78 unique values
0 missing
Eig11_EA.bo.numeric59 unique values
0 missing
ATSC4vnumeric77 unique values
0 missing
Eig11_EA.ed.numeric51 unique values
0 missing
ATSC5enumeric71 unique values
0 missing
Eig11_EA.ri.numeric57 unique values
0 missing
ATSC5inumeric74 unique values
0 missing
Eig12_AEA.bo.numeric66 unique values
0 missing
ATSC5mnumeric78 unique values
0 missing
Eig12_AEA.dm.numeric66 unique values
0 missing
ATSC5pnumeric78 unique values
0 missing
Eig12_AEA.ed.numeric54 unique values
0 missing
ATSC5snumeric77 unique values
0 missing
Eig12_AEA.ri.numeric65 unique values
0 missing
ATSC5vnumeric78 unique values
0 missing
Eig12_EAnumeric54 unique values
0 missing
ATSC6enumeric70 unique values
0 missing
Eig12_EA.bo.numeric65 unique values
0 missing
ATSC6inumeric76 unique values
0 missing
Eig12_EA.ed.numeric60 unique values
0 missing
ATSC6mnumeric78 unique values
0 missing
Eig12_EA.ri.numeric62 unique values
0 missing
ATSC6pnumeric78 unique values
0 missing
Eig13_AEA.bo.numeric60 unique values
0 missing
ATSC6snumeric78 unique values
0 missing
Eig13_AEA.dm.numeric72 unique values
0 missing
ATSC6vnumeric78 unique values
0 missing
Eig13_AEA.ed.numeric46 unique values
0 missing
ATSC7enumeric67 unique values
0 missing
Eig13_AEA.ri.numeric58 unique values
0 missing
ATSC7inumeric76 unique values
0 missing
Eig13_EAnumeric52 unique values
0 missing
ATSC7mnumeric78 unique values
0 missing
Eig13_EA.bo.numeric64 unique values
0 missing
ATSC7pnumeric78 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC7snumeric78 unique values
0 missing
Eig13_EA.ed.numeric60 unique values
0 missing
ATSC7vnumeric78 unique values
0 missing
Eig13_EA.ri.numeric61 unique values
0 missing
ATSC8enumeric68 unique values
0 missing
Eig14_AEA.bo.numeric57 unique values
0 missing
ATSC8inumeric71 unique values
0 missing
Eig14_AEA.dm.numeric71 unique values
0 missing
ATSC8mnumeric77 unique values
0 missing
Eig14_AEA.ed.numeric43 unique values
0 missing
ATSC8pnumeric77 unique values
0 missing
ATSC8snumeric78 unique values
0 missing
ATSC8vnumeric75 unique values
0 missing
BACnumeric18 unique values
0 missing
BBInumeric21 unique values
0 missing
BIC1numeric56 unique values
0 missing
BIC2numeric59 unique values
0 missing
BIC3numeric55 unique values
0 missing
BIC4numeric44 unique values
0 missing
BIC5numeric44 unique values
0 missing
BIDnumeric35 unique values
0 missing
BLInumeric65 unique values
0 missing
BLTA96numeric54 unique values
0 missing
BLTD48numeric52 unique values
0 missing
BLTF96numeric52 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric17 unique values
0 missing
C.003numeric2 unique values
0 missing
C.004numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric4 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.009numeric2 unique values
0 missing
C.012numeric2 unique values
0 missing
C.016numeric5 unique values
0 missing
C.024numeric7 unique values
0 missing
C.025numeric5 unique values
0 missing
C.026numeric3 unique values
0 missing
C.027numeric2 unique values
0 missing
C.028numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.041numeric2 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_AAnumeric3 unique values
0 missing
CATS2D_01_LLnumeric16 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
CATS2D_02_LLnumeric21 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric21 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
CATS2D_03_PPnumeric2 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_LLnumeric15 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric15 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
CATS2D_06_LLnumeric16 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric16 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
CATS2D_08_LLnumeric15 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric15 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
CENTnumeric59 unique values
0 missing
Chi0_AEA.bo.numeric50 unique values
0 missing
Chi0_AEA.dm.numeric50 unique values
0 missing
Chi0_AEA.ed.numeric50 unique values
0 missing
Chi0_AEA.ri.numeric50 unique values
0 missing
Chi0_EAnumeric50 unique values
0 missing
Chi0_EA.bo.numeric63 unique values
0 missing
Chi0_EA.dm.numeric54 unique values
0 missing
Chi0_EA.ed.numeric60 unique values
0 missing
Chi0_EA.ri.numeric65 unique values
0 missing
Chi1_AEA.bo.numeric55 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
89
Number of instances (rows) of the dataset.
NumberOfFeatures
408
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
407
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
4.58
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.45
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
0.33
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.52
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
4.1
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
-0.19
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.02
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.41
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
89
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.79
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
961.81
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
2.9
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
99.75
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.49
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-6.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.25
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
9.43
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.02
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.42
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
505.92
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.59
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.16
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
0.67
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
5.3
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
10.62
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.81
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.54
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.23
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3321
0 runs - estimation_procedure: 50 times Clustering
Define a new task