Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729

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: CHEMBL5729 (TID: 101519), and it has 35 rows and 404 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.

406 features

pXC50 (target)numeric1 unique values
0 missing
molecule_id (row identifier)nominal35 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
AECCnumeric29 unique values
0 missing
CIDnumeric23 unique values
0 missing
ATS3enumeric29 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig11_AEA.bo.numeric30 unique values
0 missing
ATS3pnumeric28 unique values
0 missing
Eig11_AEA.ri.numeric28 unique values
0 missing
ATS3vnumeric28 unique values
0 missing
Eig11_EAnumeric28 unique values
0 missing
ATS4enumeric28 unique values
0 missing
Eig11_EA.bo.numeric30 unique values
0 missing
ATS4inumeric29 unique values
0 missing
Eig11_EA.ri.numeric26 unique values
0 missing
ATS4pnumeric32 unique values
0 missing
Eig12_EA.ri.numeric22 unique values
0 missing
ATS5inumeric33 unique values
0 missing
Eig15_AEA.dm.numeric27 unique values
0 missing
ATSC2inumeric27 unique values
0 missing
Eig15_AEA.ri.numeric28 unique values
0 missing
ATSC2pnumeric28 unique values
0 missing
Eig15_EAnumeric28 unique values
0 missing
ATSC2vnumeric28 unique values
0 missing
Eig15_EA.bo.numeric26 unique values
0 missing
ATSC3inumeric28 unique values
0 missing
Eig15_EA.ed.numeric26 unique values
0 missing
ATSC3mnumeric29 unique values
0 missing
Eig15_EA.ri.numeric28 unique values
0 missing
ATSC3pnumeric29 unique values
0 missing
Eta_alphanumeric21 unique values
0 missing
ATSC3vnumeric29 unique values
0 missing
Eta_betanumeric25 unique values
0 missing
ATSC4inumeric33 unique values
0 missing
GGI9numeric29 unique values
0 missing
ATSC4mnumeric34 unique values
0 missing
HDcpxnumeric24 unique values
0 missing
ATSC4pnumeric34 unique values
0 missing
IDMnumeric30 unique values
0 missing
ATSC4vnumeric34 unique values
0 missing
IVDMnumeric23 unique values
0 missing
ATSC5vnumeric34 unique values
0 missing
ON1numeric24 unique values
0 missing
DBInumeric20 unique values
0 missing
piPC01numeric19 unique values
0 missing
DECCnumeric29 unique values
0 missing
piPC02numeric23 unique values
0 missing
Eig11_AEA.dm.numeric26 unique values
0 missing
RDCHInumeric29 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
S2Knumeric27 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
S3Knumeric29 unique values
0 missing
HVcpxnumeric29 unique values
0 missing
SCBOnumeric19 unique values
0 missing
IDEnumeric29 unique values
0 missing
SM02_EA.bo.numeric23 unique values
0 missing
MSDnumeric30 unique values
0 missing
SM05_AEA.dm.numeric28 unique values
0 missing
SM03_AEA.ed.numeric25 unique values
0 missing
SM09_AEA.dm.numeric28 unique values
0 missing
SpMin1_Bh.s.numeric16 unique values
0 missing
SM10_AEA.ri.numeric26 unique values
0 missing
SpMin3_Bh.s.numeric15 unique values
0 missing
SNarnumeric20 unique values
0 missing
SpMin5_Bh.e.numeric32 unique values
0 missing
SpAD_EA.bo.numeric33 unique values
0 missing
SpMin6_Bh.p.numeric23 unique values
0 missing
SpMax6_Bh.e.numeric29 unique values
0 missing
X2vnumeric34 unique values
0 missing
SpMax6_Bh.i.numeric27 unique values
0 missing
X3vnumeric33 unique values
0 missing
SpMax6_Bh.m.numeric29 unique values
0 missing
X4vnumeric34 unique values
0 missing
SpMax7_Bh.e.numeric23 unique values
0 missing
X5vnumeric34 unique values
0 missing
SpMax7_Bh.m.numeric30 unique values
0 missing
ATSC4enumeric34 unique values
0 missing
SpMax8_Bh.e.numeric33 unique values
0 missing
SpAD_EA.dm.numeric27 unique values
0 missing
SpMax8_Bh.i.numeric29 unique values
0 missing
SpMAD_EA.dm.numeric27 unique values
0 missing
SpMax8_Bh.v.numeric33 unique values
0 missing
ATS1enumeric27 unique values
0 missing
SpMaxA_AEA.bo.numeric22 unique values
0 missing
ATS1inumeric26 unique values
0 missing
SpMaxA_AEA.ed.numeric19 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
SpMaxA_AEA.ri.numeric17 unique values
0 missing
ATS1pnumeric27 unique values
0 missing
SpMaxA_EAnumeric19 unique values
0 missing
ATS1snumeric27 unique values
0 missing
SpMaxA_EA.ed.numeric22 unique values
0 missing
ATS1vnumeric27 unique values
0 missing
SpMaxA_EA.ri.numeric21 unique values
0 missing
ATS2enumeric28 unique values
0 missing
SpMin5_Bh.p.numeric29 unique values
0 missing
ATS2inumeric27 unique values
0 missing
SpMin8_Bh.p.numeric28 unique values
0 missing
ATS2mnumeric27 unique values
0 missing
SpMin8_Bh.v.numeric27 unique values
0 missing
ATS2pnumeric28 unique values
0 missing
TIC2numeric27 unique values
0 missing
ATS2snumeric34 unique values
0 missing
TIC3numeric28 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
VARnumeric24 unique values
0 missing
ATS3mnumeric28 unique values
0 missing
X1numeric25 unique values
0 missing
ATS4mnumeric32 unique values
0 missing
X1Madnumeric26 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
X1solnumeric25 unique values
0 missing
ATS5enumeric33 unique values
0 missing
XMODnumeric26 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
Xtnumeric18 unique values
0 missing
ATS5snumeric32 unique values
0 missing
ZM2MulPernumeric34 unique values
0 missing
ATS5vnumeric32 unique values
0 missing
ZM2Vnumeric28 unique values
0 missing
ATS6enumeric32 unique values
0 missing
AACnumeric28 unique values
0 missing
ATS6inumeric30 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
ATS6mnumeric34 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
ATS6pnumeric34 unique values
0 missing
AMWnumeric27 unique values
0 missing
ATS6snumeric33 unique values
0 missing
ARRnumeric6 unique values
0 missing
ATS7enumeric34 unique values
0 missing
ATS3snumeric34 unique values
0 missing
ATS7inumeric33 unique values
0 missing
ATS4snumeric33 unique values
0 missing
ATS7mnumeric34 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
ATS7snumeric32 unique values
0 missing
ATS8snumeric34 unique values
0 missing
ATS8enumeric32 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
ATS8inumeric33 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
ATS8mnumeric33 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
ATS8vnumeric33 unique values
0 missing
ATSC3snumeric34 unique values
0 missing
ATSC1inumeric28 unique values
0 missing
ATSC4snumeric34 unique values
0 missing
ATSC1mnumeric28 unique values
0 missing
ATSC5snumeric34 unique values
0 missing
ATSC1pnumeric28 unique values
0 missing
ATSC6snumeric34 unique values
0 missing
ATSC1vnumeric28 unique values
0 missing
ATSC7enumeric33 unique values
0 missing
ATSC2mnumeric28 unique values
0 missing
ATSC7snumeric34 unique values
0 missing
ATSC2snumeric34 unique values
0 missing
ATSC8enumeric34 unique values
0 missing
ATSC5enumeric34 unique values
0 missing
ATSC8snumeric34 unique values
0 missing
ATSC5inumeric34 unique values
0 missing
BACnumeric20 unique values
0 missing
ATSC5mnumeric34 unique values
0 missing
BIC0numeric20 unique values
0 missing
ATSC5pnumeric34 unique values
0 missing
BIC1numeric26 unique values
0 missing
ATSC6enumeric33 unique values
0 missing
BIC2numeric26 unique values
0 missing
ATSC6inumeric33 unique values
0 missing
BIC3numeric24 unique values
0 missing
ATSC6mnumeric34 unique values
0 missing
BIC4numeric21 unique values
0 missing
ATSC6pnumeric34 unique values
0 missing
BIC5numeric21 unique values
0 missing
ATSC6vnumeric34 unique values
0 missing
BLInumeric27 unique values
0 missing
ATSC7mnumeric34 unique values
0 missing
BLTA96numeric24 unique values
0 missing
ATSC8mnumeric34 unique values
0 missing
BLTD48numeric25 unique values
0 missing
BBInumeric20 unique values
0 missing
BLTF96numeric25 unique values
0 missing
BIDnumeric19 unique values
0 missing
C.numeric23 unique values
0 missing
CATS2D_09_ALnumeric17 unique values
0 missing
C.001numeric6 unique values
0 missing
Chi1_EA.bo.numeric33 unique values
0 missing
C.002numeric7 unique values
0 missing
CSInumeric29 unique values
0 missing
C.003numeric4 unique values
0 missing
D.Dtr05numeric30 unique values
0 missing
C.004numeric3 unique values
0 missing
D.Dtr09numeric30 unique values
0 missing
C.005numeric3 unique values
0 missing
Dznumeric20 unique values
0 missing
C.006numeric4 unique values
0 missing
ECCnumeric29 unique values
0 missing
C.007numeric3 unique values
0 missing
Eig03_EA.dm.numeric12 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
C.011numeric3 unique values
0 missing
Eig12_AEA.dm.numeric27 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig12_EA.bo.numeric25 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig13_AEA.bo.numeric27 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig13_AEA.dm.numeric27 unique values
0 missing
C.017numeric4 unique values
0 missing
Eig13_AEA.ed.numeric27 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig13_AEA.ri.numeric24 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig13_EAnumeric22 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig13_EA.bo.numeric24 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig13_EA.ed.numeric26 unique values
0 missing
C.041numeric3 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
CATS2D_00_DDnumeric3 unique values
0 missing
Eig14_AEA.bo.numeric22 unique values
0 missing
CATS2D_00_DPnumeric3 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
CATS2D_00_PPnumeric3 unique values
0 missing
Eig14_AEA.ed.numeric27 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig14_AEA.ri.numeric25 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
Eig14_EAnumeric25 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig14_EA.bo.numeric22 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eig14_EA.ed.numeric26 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig14_EA.ri.numeric24 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eig15_AEA.bo.numeric29 unique values
0 missing
CATS2D_02_ALnumeric12 unique values
0 missing
Eta_betaSnumeric18 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_Cnumeric34 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eta_epsinumeric28 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
GGI10numeric28 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
GGI5numeric24 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GMTInumeric30 unique values
0 missing
CATS2D_03_ALnumeric14 unique values
0 missing
GMTIVnumeric34 unique values
0 missing
CATS2D_03_APnumeric3 unique values
0 missing
IACnumeric28 unique values
0 missing
CATS2D_03_DAnumeric6 unique values
0 missing
ICRnumeric27 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
IDDMnumeric28 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
IDETnumeric30 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
IDMTnumeric30 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
ISIZnumeric21 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
LPRSnumeric30 unique values
0 missing
CATS2D_04_ALnumeric16 unique values
0 missing
MDDDnumeric30 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
MPC01numeric14 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
MPC02numeric20 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
MPC03numeric21 unique values
0 missing
CATS2D_04_DLnumeric10 unique values
0 missing
MWnumeric28 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
MWC01numeric14 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
MWC02numeric21 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
MWC03numeric25 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
MWC04numeric29 unique values
0 missing
CATS2D_05_ALnumeric16 unique values
0 missing
nATnumeric21 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
nBOnumeric14 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
nBTnumeric21 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
nSKnumeric15 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
ON0numeric23 unique values
0 missing
CATS2D_05_LLnumeric12 unique values
0 missing
ON0Vnumeric28 unique values
0 missing
ON1Vnumeric29 unique values
0 missing
Polnumeric21 unique values
0 missing
Psi_e_0numeric34 unique values
0 missing
Psi_e_1numeric33 unique values
0 missing
Psi_i_0numeric28 unique values
0 missing
Psi_i_1numeric29 unique values
0 missing
P_VSA_i_3numeric28 unique values
0 missing
RDSQnumeric30 unique values
0 missing
S0Knumeric22 unique values
0 missing
S1Knumeric26 unique values
0 missing
SAtotnumeric28 unique values
0 missing
Senumeric28 unique values
0 missing
Sinumeric28 unique values
0 missing
SM02_AEA.bo.numeric26 unique values
0 missing
SM02_AEA.ed.numeric24 unique values
0 missing
SM02_EAnumeric20 unique values
0 missing
SM02_EA.dm.numeric26 unique values
0 missing
SM02_EA.ri.numeric25 unique values
0 missing
SM03_AEA.bo.numeric26 unique values
0 missing
SM07_AEA.dm.numeric22 unique values
0 missing
SM08_AEA.dm.numeric25 unique values
0 missing
SM08_AEA.ri.numeric26 unique values
0 missing
SM09_AEA.ri.numeric26 unique values
0 missing
SMTInumeric30 unique values
0 missing
SMTIVnumeric34 unique values
0 missing
Spnumeric28 unique values
0 missing
SpAD_AEA.bo.numeric33 unique values
0 missing
SpAD_AEA.dm.numeric34 unique values
0 missing
SpAD_AEA.ed.numeric30 unique values
0 missing
SpAD_AEA.ri.numeric32 unique values
0 missing
SpAD_EAnumeric29 unique values
0 missing
SpAD_EA.ed.numeric30 unique values
0 missing
SpAD_EA.ri.numeric32 unique values
0 missing
SPInumeric30 unique values
0 missing
SpMax8_Bh.m.numeric28 unique values
0 missing
SpMaxA_EA.bo.numeric18 unique values
0 missing
SpMin5_Bh.i.numeric28 unique values
0 missing
SpMin5_Bh.s.numeric30 unique values
0 missing
SpMin5_Bh.v.numeric31 unique values
0 missing
SRW02numeric14 unique values
0 missing
SRW04numeric20 unique values
0 missing
SRW06numeric25 unique values
0 missing
Svnumeric28 unique values
0 missing
TIC0numeric28 unique values
0 missing
TIC1numeric28 unique values
0 missing
TIC4numeric28 unique values
0 missing
TIC5numeric28 unique values
0 missing
UNIPnumeric30 unique values
0 missing
VvdwMGnumeric27 unique values
0 missing
VvdwZAZnumeric28 unique values
0 missing
Vxnumeric27 unique values
0 missing
X0numeric23 unique values
0 missing
X0solnumeric23 unique values
0 missing
X0vnumeric28 unique values
0 missing
X1Kupnumeric29 unique values
0 missing
X1MulPernumeric31 unique values
0 missing
X1Pernumeric33 unique values
0 missing
X1vnumeric29 unique values
0 missing
X2numeric30 unique values
0 missing
X2solnumeric30 unique values
0 missing
X3numeric30 unique values
0 missing
X3solnumeric30 unique values
0 missing
X4numeric30 unique values
0 missing
X4solnumeric30 unique values
0 missing
Xunumeric30 unique values
0 missing
ZM1numeric21 unique values
0 missing
ZM1Kupnumeric28 unique values
0 missing
ZM1Madnumeric25 unique values
0 missing
ZM1MulPernumeric34 unique values
0 missing
ZM1Pernumeric34 unique values
0 missing
ZM1Vnumeric27 unique values
0 missing
ZM2numeric25 unique values
0 missing
ZM2Kupnumeric29 unique values
0 missing
ZM2Madnumeric26 unique values
0 missing
ZM2Pernumeric34 unique values
0 missing
Eig03_AEA.dm.numeric30 unique values
0 missing
SpMin3_Bh.v.numeric20 unique values
0 missing
O.numeric22 unique values
0 missing
GATS3inumeric27 unique values
0 missing
AMRnumeric29 unique values
0 missing
ATS6vnumeric33 unique values
0 missing
ATS7pnumeric34 unique values
0 missing
ATS7vnumeric34 unique values
0 missing
ATS8pnumeric34 unique values
0 missing
ATSC2enumeric28 unique values
0 missing
ATSC7inumeric33 unique values
0 missing
ATSC7pnumeric34 unique values
0 missing
ATSC7vnumeric34 unique values
0 missing
ATSC8inumeric34 unique values
0 missing
ATSC8pnumeric34 unique values
0 missing
ATSC8vnumeric34 unique values
0 missing
CENTnumeric30 unique values
0 missing
Chi0_AEA.bo.numeric25 unique values
0 missing
Chi0_AEA.dm.numeric25 unique values
0 missing
Chi0_AEA.ed.numeric25 unique values
0 missing
Chi0_AEA.ri.numeric25 unique values
0 missing
Chi0_EAnumeric25 unique values
0 missing
Chi0_EA.bo.numeric28 unique values
0 missing
Chi0_EA.ed.numeric30 unique values
0 missing
Chi0_EA.ri.numeric27 unique values
0 missing
Chi1_AEA.bo.numeric30 unique values
0 missing
Chi1_AEA.dm.numeric30 unique values
0 missing
Chi1_AEA.ed.numeric30 unique values
0 missing
Chi1_AEA.ri.numeric30 unique values
0 missing
Chi1_EAnumeric30 unique values
0 missing
Chi1_EA.ed.numeric30 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
35
Number of instances (rows) of the dataset.
NumberOfFeatures
406
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
405
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.81
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
3.43
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
736.35
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.55
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.2
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
1
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
2.37
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
11.6
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
1.28
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
5.68
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.
MeanStdDevOfNumericAtts
615.89
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
1.35
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-1.54
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.73
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
35
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-6.03
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
78253.04
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
4.33
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
34.07
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.13
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
5.92
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.
Quartile3SkewnessOfNumericAtts
1.86
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
71663.6
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.65
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
6.52
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5729
0 runs - estimation_procedure: 50 times Clustering
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