Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311

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: CHEMBL3311 (TID: 10931), and it has 17 rows and 441 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.

443 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
GATS4enumeric17 unique values
0 missing
ATSC3enumeric13 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
PDInumeric14 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
P_VSA_e_5numeric6 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
P_VSA_m_3numeric6 unique values
0 missing
ATSC3vnumeric15 unique values
0 missing
P_VSA_p_2numeric11 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
P_VSA_s_6numeric10 unique values
0 missing
ATSC4inumeric16 unique values
0 missing
P_VSA_v_2numeric11 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
SAaccnumeric11 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
SAdonnumeric6 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
SdOnumeric16 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
SsCH3numeric16 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
GATS5enumeric17 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
GATS1snumeric15 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
NsOHnumeric2 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
SsOHnumeric7 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
TIEnumeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ZM1Kupnumeric13 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
ZM1MulPernumeric16 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ZM1Vnumeric11 unique values
0 missing
ATSC7enumeric15 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
DELSnumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
MATS1inumeric12 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
MAXDNnumeric16 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Psi_e_Anumeric12 unique values
0 missing
ATSC8enumeric16 unique values
0 missing
Psi_i_Anumeric12 unique values
0 missing
ATSC8inumeric12 unique values
0 missing
P_VSA_m_2numeric14 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
SdssCnumeric16 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
SpMax3_Bh.s.numeric13 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
SpMax5_Bh.s.numeric13 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
P_VSA_LogP_4numeric10 unique values
0 missing
BBInumeric7 unique values
0 missing
P_VSA_MR_2numeric7 unique values
0 missing
BIC0numeric10 unique values
0 missing
MATS4snumeric14 unique values
0 missing
BIC1numeric12 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
BIC3numeric14 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
BIC4numeric11 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
BIC5numeric11 unique values
0 missing
GATS8snumeric17 unique values
0 missing
BIDnumeric5 unique values
0 missing
nArCONHRnumeric3 unique values
0 missing
BLInumeric13 unique values
0 missing
NdOnumeric3 unique values
0 missing
BLTA96numeric13 unique values
0 missing
O.058numeric3 unique values
0 missing
BLTD48numeric13 unique values
0 missing
PCDnumeric11 unique values
0 missing
BLTF96numeric13 unique values
0 missing
piIDnumeric11 unique values
0 missing
C.numeric9 unique values
0 missing
piPC09numeric14 unique values
0 missing
C.001numeric2 unique values
0 missing
piPC10numeric14 unique values
0 missing
C.002numeric3 unique values
0 missing
SM15_EA.bo.numeric13 unique values
0 missing
C.006numeric2 unique values
0 missing
SpMax1_Bh.e.numeric12 unique values
0 missing
C.007numeric2 unique values
0 missing
SpMax1_Bh.i.numeric10 unique values
0 missing
C.016numeric2 unique values
0 missing
SpMax1_Bh.m.numeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
SpMax1_Bh.s.numeric4 unique values
0 missing
C.024numeric4 unique values
0 missing
SpMax2_Bh.s.numeric8 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS6enumeric17 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS6snumeric17 unique values
0 missing
C.027numeric2 unique values
0 missing
P_VSA_i_3numeric12 unique values
0 missing
C.028numeric2 unique values
0 missing
BACnumeric6 unique values
0 missing
C.034numeric2 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
C.039numeric2 unique values
0 missing
GNarnumeric9 unique values
0 missing
C.040numeric3 unique values
0 missing
HNarnumeric8 unique values
0 missing
C.043numeric2 unique values
0 missing
IVDEnumeric8 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
P_VSA_LogP_5numeric12 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
PW4numeric9 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
SPInumeric14 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
Uindexnumeric14 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
X0Anumeric7 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_betaSnumeric8 unique values
0 missing
CATS2D_03_ALnumeric4 unique values
0 missing
NaaCHnumeric3 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
nCb.numeric4 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
SpAD_AEA.dm.numeric16 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
SpAD_AEA.ri.numeric17 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
SpMin7_Bh.m.numeric11 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
SRW08numeric13 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
X3vnumeric17 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
ZM1Madnumeric15 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
ZM2Madnumeric16 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
ZM2Pernumeric17 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
ATS1snumeric14 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
ATS2snumeric16 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
Dznumeric9 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
Eta_epsinumeric11 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
IACnumeric11 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
MWnumeric11 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
SMTIVnumeric17 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
TIC0numeric11 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
ATS3snumeric17 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
ZM2Kupnumeric15 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
ZM2MulPernumeric17 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
ZM2Vnumeric13 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
BIC2numeric16 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
D.Dtr05numeric5 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
D.Dtr09numeric5 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
Eig02_AEA.bo.numeric13 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
Eig02_AEA.ed.numeric13 unique values
0 missing
CATS2D_07_LLnumeric7 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
Eig02_EA.bo.numeric13 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
Eig02_EA.ed.numeric13 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
IC2numeric16 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
MATS2vnumeric14 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
MCDnumeric8 unique values
0 missing
CATS2D_09_ALnumeric4 unique values
0 missing
MPC03numeric10 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
MPC04numeric9 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
MPC05numeric8 unique values
0 missing
CATS2D_09_LLnumeric7 unique values
0 missing
MPC06numeric13 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
MPC07numeric10 unique values
0 missing
CENTnumeric14 unique values
0 missing
MPC08numeric10 unique values
0 missing
Chi0_AEA.bo.numeric12 unique values
0 missing
MPC09numeric11 unique values
0 missing
Chi0_AEA.dm.numeric12 unique values
0 missing
MPC10numeric12 unique values
0 missing
Chi0_AEA.ed.numeric12 unique values
0 missing
MWC05numeric13 unique values
0 missing
Chi0_AEA.ri.numeric12 unique values
0 missing
MWC06numeric14 unique values
0 missing
Chi0_EAnumeric12 unique values
0 missing
MWC07numeric14 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
MWC08numeric14 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
MWC09numeric14 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
MWC10numeric14 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
nCICnumeric2 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
nCIRnumeric2 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
NNRSnumeric2 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
nR05numeric2 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
nR09numeric2 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
Qindexnumeric5 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
Rbridnumeric2 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
RCInumeric2 unique values
0 missing
CIC0numeric11 unique values
0 missing
RFDnumeric2 unique values
0 missing
CIC1numeric14 unique values
0 missing
Rperimnumeric2 unique values
0 missing
CIC2numeric16 unique values
0 missing
S3Knumeric14 unique values
0 missing
CIC3numeric14 unique values
0 missing
SaasCnumeric17 unique values
0 missing
CIC4numeric12 unique values
0 missing
SIC2numeric15 unique values
0 missing
CIC5numeric12 unique values
0 missing
SM04_EA.ed.numeric14 unique values
0 missing
CIDnumeric9 unique values
0 missing
SM05_EA.ed.numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM06_EAnumeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM06_EA.bo.numeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
SM06_EA.ed.numeric14 unique values
0 missing
DBInumeric9 unique values
0 missing
SM07_EAnumeric13 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
SM07_EA.bo.numeric13 unique values
0 missing
DECCnumeric14 unique values
0 missing
SM07_EA.ed.numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM08_EAnumeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM08_EA.bo.numeric13 unique values
0 missing
DLS_04numeric2 unique values
0 missing
SM09_EAnumeric14 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SM09_EA.bo.numeric12 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
SM10_AEA.bo.numeric13 unique values
0 missing
ECCnumeric13 unique values
0 missing
SM10_EAnumeric14 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
SM10_EA.bo.numeric13 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
SM11_AEA.dm.numeric13 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
SM11_EAnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric14 unique values
0 missing
SM11_EA.bo.numeric13 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
SM12_AEA.ri.numeric13 unique values
0 missing
Eig01_EA.bo.numeric11 unique values
0 missing
SM12_EAnumeric13 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
SM12_EA.bo.numeric14 unique values
0 missing
Eig01_EA.ed.numeric13 unique values
0 missing
SM13_EAnumeric14 unique values
0 missing
Eig01_EA.ri.numeric15 unique values
0 missing
SM13_EA.bo.numeric14 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
SM14_EAnumeric14 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
SM14_EA.bo.numeric14 unique values
0 missing
Eig02_EA.ri.numeric16 unique values
0 missing
SM15_EAnumeric14 unique values
0 missing
Eig03_AEA.bo.numeric14 unique values
0 missing
SpMAD_AEA.ri.numeric16 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
SpMAD_EAnumeric13 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
SpMAD_EA.ed.numeric14 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
SpMax2_Bh.e.numeric13 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
SRW05numeric2 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
SRW07numeric3 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
SRW09numeric3 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
SRW10numeric13 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
TPCnumeric10 unique values
0 missing
Eig04_AEA.ed.numeric10 unique values
0 missing
TRSnumeric2 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
TWCnumeric14 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
Vindexnumeric12 unique values
0 missing
Eig04_EA.bo.numeric14 unique values
0 missing
Wapnumeric12 unique values
0 missing
Eig04_EA.dm.numeric4 unique values
0 missing
X1Anumeric9 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
X2Anumeric10 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
X3Anumeric8 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
X4numeric14 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
X4Anumeric7 unique values
0 missing
Eig05_AEA.ed.numeric11 unique values
0 missing
X4solnumeric14 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
X4vnumeric17 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
X5numeric14 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
X5Anumeric8 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
X5solnumeric14 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
X5vnumeric17 unique values
0 missing
Xindexnumeric13 unique values
0 missing
Yindexnumeric13 unique values
0 missing
ZM1Pernumeric16 unique values
0 missing
SpMax2_Bh.i.numeric10 unique values
0 missing
Eta_sh_pnumeric11 unique values
0 missing
TPSA.NO.numeric11 unique values
0 missing
TPSA.Tot.numeric11 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
SpMAD_EA.bo.numeric12 unique values
0 missing
SpMax2_Bh.m.numeric16 unique values
0 missing
AACnumeric11 unique values
0 missing
AECCnumeric13 unique values
0 missing
AMRnumeric15 unique values
0 missing
AMWnumeric11 unique values
0 missing
ARRnumeric8 unique values
0 missing
ATS1enumeric13 unique values
0 missing
ATS1inumeric13 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
ATS2enumeric15 unique values
0 missing
ATS2inumeric15 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
ATS3enumeric13 unique values
0 missing
ATS3inumeric12 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
ATS4enumeric16 unique values
0 missing
ATS4inumeric15 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
ATS4snumeric17 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
ATS5enumeric17 unique values
0 missing
ATS5inumeric16 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
ATS5snumeric16 unique values
0 missing
ATS5vnumeric16 unique values
0 missing
ATS6enumeric15 unique values
0 missing
ATS6inumeric17 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
ATS6snumeric17 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
ATS7enumeric17 unique values
0 missing
ATS7inumeric16 unique values
0 missing
ATS7mnumeric16 unique values
0 missing
ATS7pnumeric16 unique values
0 missing
ATS7snumeric17 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
ATS8enumeric16 unique values
0 missing
ATS8inumeric15 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
ATS8snumeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
ATSC1enumeric11 unique values
0 missing
ATSC1inumeric13 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
ATSC1snumeric15 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
443
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
442
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
26.06
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.12
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
0.73
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.14
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
29.7
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
0.76
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.9
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxMeansOfNumericAtts
24476.06
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
1.17
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
12.61
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.61
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
4.12
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
1.26
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
5122.16
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.7
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.86
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
1.34
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
0.96
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
151.38
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.11
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.56
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.06
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-CHEMBL3311
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3311
0 runs - estimation_procedure: 50 times Clustering
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