Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165

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: CHEMBL1075165 (TID: 103104), and it has 45 rows and 427 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.

429 features

pXC50 (target)numeric19 unique values
0 missing
molecule_id (row identifier)nominal45 unique values
0 missing
ATS8inumeric38 unique values
0 missing
C.024numeric12 unique values
0 missing
Eig02_AEA.ri.numeric31 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
NsssNnumeric4 unique values
0 missing
Eta_betaPnumeric16 unique values
0 missing
P_VSA_s_6numeric31 unique values
0 missing
NaaCHnumeric13 unique values
0 missing
SsssNnumeric28 unique values
0 missing
nBMnumeric12 unique values
0 missing
MCDnumeric24 unique values
0 missing
nCarnumeric15 unique values
0 missing
Eta_beta_Anumeric32 unique values
0 missing
nCbHnumeric8 unique values
0 missing
C.005numeric4 unique values
0 missing
nCsp2numeric16 unique values
0 missing
SM12_EA.bo.numeric35 unique values
0 missing
SpMax3_Bh.m.numeric36 unique values
0 missing
SM13_EA.bo.numeric35 unique values
0 missing
Ucnumeric12 unique values
0 missing
SM14_EA.bo.numeric35 unique values
0 missing
Uinumeric14 unique values
0 missing
SM15_EA.bo.numeric34 unique values
0 missing
Mvnumeric31 unique values
0 missing
Eig03_EA.dm.numeric11 unique values
0 missing
P_VSA_p_3numeric36 unique values
0 missing
GATS5mnumeric37 unique values
0 missing
P_VSA_v_3numeric36 unique values
0 missing
SM04_AEA.ed.numeric32 unique values
0 missing
H.numeric31 unique values
0 missing
SM05_AEA.ed.numeric32 unique values
0 missing
PCRnumeric32 unique values
0 missing
ZM2Madnumeric39 unique values
0 missing
PCDnumeric35 unique values
0 missing
SpMin2_Bh.p.numeric28 unique values
0 missing
ALOGPnumeric37 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
ALOGP2numeric37 unique values
0 missing
ATSC3snumeric39 unique values
0 missing
CATS2D_09_LLnumeric10 unique values
0 missing
Eig11_AEA.ed.numeric27 unique values
0 missing
piPC03numeric30 unique values
0 missing
Eig11_EA.ed.numeric31 unique values
0 missing
piPC05numeric35 unique values
0 missing
PW4numeric25 unique values
0 missing
SpMin2_Bh.e.numeric31 unique values
0 missing
SM05_AEA.bo.numeric33 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
SM06_AEA.bo.numeric33 unique values
0 missing
MATS4enumeric37 unique values
0 missing
SM06_AEA.ri.numeric31 unique values
0 missing
nR06numeric7 unique values
0 missing
SpDiam_EA.ri.numeric31 unique values
0 missing
nR10numeric4 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
SM04_EA.bo.numeric33 unique values
0 missing
JGI2numeric24 unique values
0 missing
SM05_EA.bo.numeric33 unique values
0 missing
JGI7numeric11 unique values
0 missing
SM06_EA.bo.numeric35 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
SM07_EA.bo.numeric35 unique values
0 missing
Eig09_EA.ed.numeric25 unique values
0 missing
SM08_EA.bo.numeric31 unique values
0 missing
SM04_AEA.ri.numeric25 unique values
0 missing
SpMax2_Bh.e.numeric28 unique values
0 missing
ATSC8mnumeric39 unique values
0 missing
SpMin1_Bh.i.numeric29 unique values
0 missing
Eig08_EA.bo.numeric30 unique values
0 missing
SpMin1_Bh.m.numeric29 unique values
0 missing
Eig10_EA.ed.numeric29 unique values
0 missing
SpMin1_Bh.p.numeric27 unique values
0 missing
SM05_AEA.ri.numeric29 unique values
0 missing
SpMin1_Bh.v.numeric27 unique values
0 missing
X5vnumeric38 unique values
0 missing
Chi0_EA.dm.numeric34 unique values
0 missing
ATS6pnumeric38 unique values
0 missing
Mpnumeric26 unique values
0 missing
ATS6vnumeric37 unique values
0 missing
GATS1mnumeric32 unique values
0 missing
ATS7mnumeric37 unique values
0 missing
Eta_FL_Anumeric32 unique values
0 missing
SpMin5_Bh.s.numeric24 unique values
0 missing
piIDnumeric34 unique values
0 missing
Eig08_AEA.bo.numeric24 unique values
0 missing
CATS2D_07_LLnumeric13 unique values
0 missing
X2solnumeric31 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
DLS_04numeric7 unique values
0 missing
CATS2D_04_ALnumeric12 unique values
0 missing
Eig09_AEA.bo.numeric32 unique values
0 missing
CATS2D_08_LLnumeric12 unique values
0 missing
SM06_AEA.ed.numeric32 unique values
0 missing
nABnumeric12 unique values
0 missing
SpMax1_Bh.p.numeric30 unique values
0 missing
piPC06numeric35 unique values
0 missing
ATS6mnumeric38 unique values
0 missing
piPC07numeric35 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
piPC08numeric34 unique values
0 missing
SM03_AEA.dm.numeric31 unique values
0 missing
piPC09numeric35 unique values
0 missing
SpMax5_Bh.s.numeric36 unique values
0 missing
SpMin1_Bh.e.numeric29 unique values
0 missing
SpDiam_AEA.bo.numeric24 unique values
0 missing
ARRnumeric28 unique values
0 missing
GGI5numeric30 unique values
0 missing
P_VSA_LogP_3numeric25 unique values
0 missing
GGI6numeric31 unique values
0 missing
CATS2D_04_AAnumeric6 unique values
0 missing
ATSC7pnumeric39 unique values
0 missing
C.numeric25 unique values
0 missing
Eig01_AEA.ri.numeric25 unique values
0 missing
N.068numeric3 unique values
0 missing
SpMax_AEA.ri.numeric25 unique values
0 missing
SsNH2numeric27 unique values
0 missing
Eig07_EAnumeric33 unique values
0 missing
GATS1enumeric33 unique values
0 missing
SM15_AEA.bo.numeric33 unique values
0 missing
GATS1inumeric33 unique values
0 missing
Eig09_AEA.ri.numeric34 unique values
0 missing
nBnznumeric5 unique values
0 missing
Eig09_EA.ri.numeric34 unique values
0 missing
nCb.numeric8 unique values
0 missing
SpMax7_Bh.e.numeric31 unique values
0 missing
P_VSA_e_3numeric27 unique values
0 missing
SpMax7_Bh.i.numeric32 unique values
0 missing
PDInumeric26 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
piPC10numeric33 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
SpMax2_Bh.v.numeric27 unique values
0 missing
SM02_AEA.dm.numeric24 unique values
0 missing
CATS2D_03_ALnumeric13 unique values
0 missing
AACnumeric34 unique values
0 missing
SpMax3_Bh.p.numeric34 unique values
0 missing
AECCnumeric33 unique values
0 missing
Chi1_EA.dm.numeric35 unique values
0 missing
AMRnumeric37 unique values
0 missing
SpMin1_Bh.s.numeric31 unique values
0 missing
ATS1enumeric35 unique values
0 missing
GATS1pnumeric35 unique values
0 missing
ATS1inumeric35 unique values
0 missing
Eta_F_Anumeric37 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
MAXDNnumeric38 unique values
0 missing
ATS1snumeric37 unique values
0 missing
MATS5inumeric33 unique values
0 missing
ATS1vnumeric34 unique values
0 missing
PW5numeric22 unique values
0 missing
ATS2enumeric36 unique values
0 missing
AMWnumeric35 unique values
0 missing
ATS2inumeric34 unique values
0 missing
Eig06_EA.bo.numeric35 unique values
0 missing
ATS2snumeric37 unique values
0 missing
P_VSA_s_4numeric33 unique values
0 missing
ATS3enumeric38 unique values
0 missing
SpMax2_Bh.p.numeric30 unique values
0 missing
ATS3inumeric39 unique values
0 missing
SpMin3_Bh.m.numeric36 unique values
0 missing
ATS3mnumeric38 unique values
0 missing
TPCnumeric30 unique values
0 missing
ATS3snumeric38 unique values
0 missing
Wapnumeric31 unique values
0 missing
ATS4enumeric38 unique values
0 missing
SpMax1_Bh.e.numeric33 unique values
0 missing
ATS4inumeric39 unique values
0 missing
CATS2D_02_AAnumeric10 unique values
0 missing
ATS4mnumeric38 unique values
0 missing
CATS2D_06_AAnumeric7 unique values
0 missing
ATS4snumeric37 unique values
0 missing
Eig06_AEA.dm.numeric36 unique values
0 missing
ATS5enumeric38 unique values
0 missing
GATS5inumeric36 unique values
0 missing
ATS5inumeric38 unique values
0 missing
MATS1enumeric34 unique values
0 missing
ATS5pnumeric38 unique values
0 missing
RBNnumeric8 unique values
0 missing
ATS5snumeric38 unique values
0 missing
S3Knumeric37 unique values
0 missing
ATS5vnumeric37 unique values
0 missing
SddssSnumeric26 unique values
0 missing
ATS6enumeric38 unique values
0 missing
SpMin2_Bh.v.numeric27 unique values
0 missing
ATS6inumeric37 unique values
0 missing
SpMin2_Bh.i.numeric30 unique values
0 missing
ATS6snumeric38 unique values
0 missing
Eta_betaP_Anumeric29 unique values
0 missing
ATS7enumeric39 unique values
0 missing
P_VSA_v_2numeric32 unique values
0 missing
ATS7inumeric39 unique values
0 missing
SAaccnumeric32 unique values
0 missing
ATS7pnumeric38 unique values
0 missing
X4Anumeric16 unique values
0 missing
ATS7snumeric39 unique values
0 missing
N.numeric29 unique values
0 missing
ATS7vnumeric37 unique values
0 missing
P_VSA_i_2numeric36 unique values
0 missing
ATS8mnumeric39 unique values
0 missing
P_VSA_MR_6numeric32 unique values
0 missing
ATS8pnumeric38 unique values
0 missing
SpMax7_Bh.m.numeric33 unique values
0 missing
ATS8snumeric38 unique values
0 missing
GATS1vnumeric33 unique values
0 missing
ATS8vnumeric39 unique values
0 missing
CATS2D_03_LLnumeric15 unique values
0 missing
ATSC1enumeric33 unique values
0 missing
NaaaCnumeric4 unique values
0 missing
ATSC1inumeric34 unique values
0 missing
SaaaCnumeric15 unique values
0 missing
ATSC1pnumeric35 unique values
0 missing
SpMax1_Bh.i.numeric34 unique values
0 missing
ATSC1snumeric38 unique values
0 missing
CATS2D_09_AAnumeric9 unique values
0 missing
ATSC1vnumeric35 unique values
0 missing
MATS1vnumeric28 unique values
0 missing
ATSC2inumeric36 unique values
0 missing
MATS1mnumeric34 unique values
0 missing
ATSC2pnumeric37 unique values
0 missing
MATS1pnumeric33 unique values
0 missing
ATSC2snumeric39 unique values
0 missing
ZM1Pernumeric39 unique values
0 missing
ATSC2vnumeric36 unique values
0 missing
ZM2Pernumeric39 unique values
0 missing
ATSC3inumeric37 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
ATSC3mnumeric39 unique values
0 missing
Eta_L_Anumeric30 unique values
0 missing
ATSC3pnumeric39 unique values
0 missing
Eta_sh_pnumeric32 unique values
0 missing
ATSC3vnumeric39 unique values
0 missing
GNarnumeric28 unique values
0 missing
ATSC4enumeric39 unique values
0 missing
JGI4numeric18 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
MATS3inumeric38 unique values
0 missing
ATSC4mnumeric39 unique values
0 missing
SAdonnumeric15 unique values
0 missing
ATSC4pnumeric39 unique values
0 missing
SpMax1_Bh.v.numeric33 unique values
0 missing
ATSC4snumeric39 unique values
0 missing
nCICnumeric7 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
Rperimnumeric14 unique values
0 missing
ATSC5inumeric38 unique values
0 missing
X5numeric33 unique values
0 missing
ATSC5mnumeric39 unique values
0 missing
ZM2MulPernumeric39 unique values
0 missing
ATSC5pnumeric39 unique values
0 missing
nNnumeric8 unique values
0 missing
ATSC5snumeric39 unique values
0 missing
P_VSA_MR_7numeric22 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
SpMax3_Bh.v.numeric35 unique values
0 missing
ATSC6inumeric39 unique values
0 missing
ZM1MulPernumeric39 unique values
0 missing
ATSC6mnumeric39 unique values
0 missing
GATS1snumeric36 unique values
0 missing
ATSC6pnumeric39 unique values
0 missing
ZM1Vnumeric29 unique values
0 missing
ATSC6vnumeric39 unique values
0 missing
X.numeric19 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
SpMAD_EA.bo.numeric30 unique values
0 missing
ATSC7inumeric37 unique values
0 missing
NNRSnumeric8 unique values
0 missing
ATSC7mnumeric39 unique values
0 missing
Rbridnumeric4 unique values
0 missing
ATSC7snumeric39 unique values
0 missing
RCInumeric10 unique values
0 missing
ATSC7vnumeric39 unique values
0 missing
RFDnumeric10 unique values
0 missing
ATSC8inumeric39 unique values
0 missing
X5solnumeric31 unique values
0 missing
ATSC8pnumeric39 unique values
0 missing
Eig02_EA.bo.numeric29 unique values
0 missing
ATSC8snumeric39 unique values
0 missing
SM12_AEA.ri.numeric29 unique values
0 missing
BACnumeric20 unique values
0 missing
GGI7numeric30 unique values
0 missing
BBInumeric23 unique values
0 missing
Eta_FLnumeric37 unique values
0 missing
BIC0numeric27 unique values
0 missing
SM09_EA.bo.numeric33 unique values
0 missing
BIC1numeric33 unique values
0 missing
SM10_EA.bo.numeric34 unique values
0 missing
BIC2numeric34 unique values
0 missing
SpMax2_Bh.i.numeric27 unique values
0 missing
BIC3numeric27 unique values
0 missing
TRSnumeric13 unique values
0 missing
BIC4numeric29 unique values
0 missing
GGI4numeric32 unique values
0 missing
BIC5numeric29 unique values
0 missing
C.026numeric6 unique values
0 missing
BIDnumeric23 unique values
0 missing
P_VSA_e_2numeric36 unique values
0 missing
BLInumeric33 unique values
0 missing
SM11_EA.bo.numeric35 unique values
0 missing
BLTA96numeric34 unique values
0 missing
SpMax6_Bh.i.numeric34 unique values
0 missing
BLTD48numeric34 unique values
0 missing
SpMax6_Bh.m.numeric38 unique values
0 missing
BLTF96numeric33 unique values
0 missing
MATS1inumeric33 unique values
0 missing
C.001numeric5 unique values
0 missing
Eig03_EA.bo.numeric32 unique values
0 missing
C.002numeric3 unique values
0 missing
SM13_AEA.ri.numeric32 unique values
0 missing
C.003numeric2 unique values
0 missing
nXnumeric5 unique values
0 missing
C.006numeric8 unique values
0 missing
ATSC8enumeric38 unique values
0 missing
C.008numeric3 unique values
0 missing
Eig07_AEA.bo.numeric31 unique values
0 missing
C.011numeric2 unique values
0 missing
GGI9numeric31 unique values
0 missing
C.013numeric2 unique values
0 missing
GGI10numeric30 unique values
0 missing
C.016numeric3 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
C.017numeric2 unique values
0 missing
piPC04numeric34 unique values
0 missing
C.018numeric2 unique values
0 missing
CATS2D_08_APnumeric4 unique values
0 missing
C.019numeric2 unique values
0 missing
MATS2vnumeric34 unique values
0 missing
C.027numeric5 unique values
0 missing
SaaCHnumeric39 unique values
0 missing
C.028numeric3 unique values
0 missing
Eig01_AEA.dm.numeric23 unique values
0 missing
C.029numeric3 unique values
0 missing
SpDiam_AEA.dm.numeric23 unique values
0 missing
C.030numeric2 unique values
0 missing
SpMax_AEA.dm.numeric23 unique values
0 missing
C.031numeric3 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
C.032numeric3 unique values
0 missing
GATS2mnumeric35 unique values
0 missing
C.033numeric2 unique values
0 missing
P_VSA_p_2numeric28 unique values
0 missing
C.034numeric4 unique values
0 missing
X0Anumeric25 unique values
0 missing
C.038numeric2 unique values
0 missing
ATS2pnumeric37 unique values
0 missing
C.025numeric7 unique values
0 missing
Eig05_AEA.dm.numeric34 unique values
0 missing
Eig13_EA.ri.numeric25 unique values
0 missing
H.050numeric5 unique values
0 missing
nHDonnumeric5 unique values
0 missing
P_VSA_i_3numeric33 unique values
0 missing
X3solnumeric31 unique values
0 missing
X3vnumeric39 unique values
0 missing
ATS1mnumeric34 unique values
0 missing
ATSC5enumeric39 unique values
0 missing
Eig11_AEA.bo.numeric32 unique values
0 missing
nCIRnumeric9 unique values
0 missing
SpMax5_Bh.p.numeric29 unique values
0 missing
nHAccnumeric11 unique values
0 missing
DLS_06numeric4 unique values
0 missing
DLS_consnumeric15 unique values
0 missing
Eig03_AEA.bo.numeric29 unique values
0 missing
MATS3mnumeric39 unique values
0 missing
TPSA.NO.numeric28 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
ATSC1mnumeric35 unique values
0 missing
Eta_Fnumeric39 unique values
0 missing
nHetnumeric10 unique values
0 missing
nRNR2numeric2 unique values
0 missing
Hynumeric34 unique values
0 missing
ATS2vnumeric37 unique values
0 missing
ATS3pnumeric38 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
ATS4pnumeric38 unique values
0 missing
ATS4vnumeric39 unique values
0 missing
CATS2D_04_LLnumeric14 unique values
0 missing
MATS6snumeric37 unique values
0 missing
MATS8vnumeric37 unique values
0 missing
Minumeric22 unique values
0 missing
Psi_e_Anumeric36 unique values
0 missing
Psi_i_Anumeric36 unique values
0 missing
P_VSA_LogP_6numeric27 unique values
0 missing
SdOnumeric36 unique values
0 missing
SpMax1_Bh.m.numeric19 unique values
0 missing
Eig10_EAnumeric27 unique values
0 missing
SM04_AEA.dm.numeric27 unique values
0 missing
ATSC6snumeric39 unique values
0 missing
Eig02_EAnumeric28 unique values
0 missing
Eta_betaS_Anumeric27 unique values
0 missing
GATS6pnumeric36 unique values
0 missing
P_VSA_LogP_1numeric15 unique values
0 missing
SM10_AEA.bo.numeric28 unique values
0 missing
SsCH3numeric34 unique values
0 missing
Uindexnumeric33 unique values
0 missing
ATSC3enumeric39 unique values
0 missing
DLS_03numeric3 unique values
0 missing
Eta_C_Anumeric38 unique values
0 missing
SM04_AEA.bo.numeric32 unique values
0 missing
ATSC8vnumeric39 unique values
0 missing
CATS2D_02_LLnumeric16 unique values
0 missing
HNarnumeric28 unique values
0 missing
nCsp3numeric13 unique values
0 missing
P_VSA_i_4numeric30 unique values
0 missing
GGI1numeric16 unique values
0 missing
ATS5mnumeric37 unique values
0 missing
ATSC2enumeric37 unique values
0 missing
Eig05_EA.bo.numeric35 unique values
0 missing
SM15_AEA.ri.numeric35 unique values
0 missing
MATS5snumeric36 unique values
0 missing
P_VSA_MR_5numeric34 unique values
0 missing
Eig15_EA.bo.numeric35 unique values
0 missing
Eig01_EA.bo.numeric20 unique values
0 missing
SM11_AEA.ri.numeric20 unique values
0 missing
SpDiam_EA.bo.numeric20 unique values
0 missing
SpMax_EA.bo.numeric20 unique values
0 missing
IC2numeric34 unique values
0 missing
ATSC2mnumeric37 unique values
0 missing
ATS2mnumeric36 unique values
0 missing
ATSC6enumeric39 unique values
0 missing
Eig02_AEA.bo.numeric29 unique values
0 missing
Eta_betanumeric29 unique values
0 missing
MATS6vnumeric36 unique values
0 missing
Eig02_EA.ri.numeric29 unique values
0 missing
JGI3numeric22 unique values
0 missing
MATS5enumeric36 unique values
0 missing
TIEnumeric39 unique values
0 missing
ZM2Kupnumeric38 unique values
0 missing
ATS8enumeric39 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
45
Number of instances (rows) of the dataset.
NumberOfFeatures
429
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
428
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
9.53
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.66
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
0.31
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.98
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
324.53
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
-0.01
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.08
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.31
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
45
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.71
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
59471.93
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
1.81
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
8.02
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.71
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.
MaxSkewnessOfNumericAtts
6.71
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
0.92
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
136544.57
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.26
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.05
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
1.2
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
1.81
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
161.54
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.51
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
0.16
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-CHEMBL1075165
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075165
0 runs - estimation_procedure: 50 times Clustering
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