Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070

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: CHEMBL2331070 (TID: 105666), and it has 32 rows and 442 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.

444 features

pXC50 (target)numeric30 unique values
0 missing
molecule_id (row identifier)nominal32 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
ATSC3enumeric32 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
SdssCnumeric32 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
Eig01_AEA.dm.numeric20 unique values
0 missing
ATSC8enumeric29 unique values
0 missing
nXnumeric3 unique values
0 missing
ATSC8inumeric28 unique values
0 missing
SpMax_AEA.dm.numeric20 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
X.numeric9 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
ATSC2enumeric30 unique values
0 missing
ATSC8snumeric32 unique values
0 missing
ATSC2snumeric32 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
TIEnumeric32 unique values
0 missing
BBInumeric14 unique values
0 missing
ATSC5enumeric31 unique values
0 missing
BIC0numeric20 unique values
0 missing
ATSC5snumeric32 unique values
0 missing
BIC1numeric26 unique values
0 missing
DELSnumeric32 unique values
0 missing
BIC2numeric24 unique values
0 missing
MATS3mnumeric32 unique values
0 missing
BIC3numeric18 unique values
0 missing
nFnumeric3 unique values
0 missing
BIC4numeric22 unique values
0 missing
NsFnumeric3 unique values
0 missing
BIC5numeric21 unique values
0 missing
Psi_e_Anumeric29 unique values
0 missing
BIDnumeric19 unique values
0 missing
Psi_i_Anumeric29 unique values
0 missing
BLInumeric26 unique values
0 missing
P_VSA_e_6numeric3 unique values
0 missing
BLTA96numeric25 unique values
0 missing
SpMax1_Bh.s.numeric4 unique values
0 missing
BLTD48numeric25 unique values
0 missing
SpMax2_Bh.s.numeric6 unique values
0 missing
BLTF96numeric25 unique values
0 missing
SpMax3_Bh.s.numeric7 unique values
0 missing
Br.094numeric2 unique values
0 missing
SpMax4_Bh.s.numeric19 unique values
0 missing
C.numeric15 unique values
0 missing
SsFnumeric13 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS2inumeric31 unique values
0 missing
C.002numeric6 unique values
0 missing
MAXDNnumeric31 unique values
0 missing
C.003numeric2 unique values
0 missing
SdsCHnumeric32 unique values
0 missing
C.005numeric2 unique values
0 missing
BACnumeric18 unique values
0 missing
C.006numeric3 unique values
0 missing
GNarnumeric22 unique values
0 missing
C.013numeric2 unique values
0 missing
HNarnumeric22 unique values
0 missing
C.016numeric2 unique values
0 missing
IVDEnumeric21 unique values
0 missing
C.017numeric2 unique values
0 missing
MATS2mnumeric30 unique values
0 missing
C.019numeric2 unique values
0 missing
X0Anumeric18 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_epsi_Anumeric24 unique values
0 missing
C.025numeric2 unique values
0 missing
Menumeric21 unique values
0 missing
C.040numeric2 unique values
0 missing
SsssNnumeric32 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig02_AEA.dm.numeric23 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
GATS2mnumeric31 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
SssNHnumeric32 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
ATSC1snumeric32 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS1inumeric30 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS3snumeric31 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Minumeric19 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
ZM1Kupnumeric30 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS3mnumeric31 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
ATSC4snumeric32 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
P_VSA_m_3numeric7 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
GATS3enumeric31 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
MATS5mnumeric29 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS1mnumeric27 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
MATS5snumeric30 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
nHAccnumeric4 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
nHetnumeric4 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
P_VSA_LogP_5numeric8 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
Eig01_AEA.ed.numeric14 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
Eig01_AEA.ri.numeric23 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
Eig01_EAnumeric15 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
Eig03_AEA.dm.numeric22 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
SM08_EA.ed.numeric18 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
SM09_AEA.bo.numeric15 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
SM09_EA.ed.numeric16 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
SM10_AEA.dm.numeric16 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
SM10_AEA.ed.numeric24 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
SM10_EA.ed.numeric16 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
SM11_AEA.ed.numeric23 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
SM11_EAnumeric16 unique values
0 missing
CATS2D_07_LLnumeric3 unique values
0 missing
SM11_EA.ed.numeric16 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
SM12_AEA.ed.numeric20 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
SM12_EAnumeric23 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
SM12_EA.ed.numeric16 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
SM13_AEA.ed.numeric18 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
SM13_EAnumeric16 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
SM13_EA.ed.numeric16 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
SM14_AEA.ed.numeric18 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
SM14_EAnumeric22 unique values
0 missing
CENTnumeric24 unique values
0 missing
SM14_EA.ed.numeric16 unique values
0 missing
Chi0_AEA.bo.numeric24 unique values
0 missing
SM15_AEA.ed.numeric17 unique values
0 missing
Chi0_AEA.dm.numeric24 unique values
0 missing
SM15_EAnumeric16 unique values
0 missing
Chi0_AEA.ed.numeric24 unique values
0 missing
SM15_EA.ed.numeric16 unique values
0 missing
Chi0_AEA.ri.numeric24 unique values
0 missing
SpDiam_AEA.ed.numeric23 unique values
0 missing
Chi0_EAnumeric24 unique values
0 missing
SpDiam_AEA.ri.numeric25 unique values
0 missing
Chi0_EA.bo.numeric25 unique values
0 missing
SpDiam_EAnumeric15 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
SpDiam_EA.ed.numeric16 unique values
0 missing
Chi0_EA.ed.numeric24 unique values
0 missing
SpMax_AEA.ed.numeric14 unique values
0 missing
Chi0_EA.ri.numeric32 unique values
0 missing
SpMax_AEA.ri.numeric23 unique values
0 missing
Chi1_AEA.bo.numeric24 unique values
0 missing
SpMax_EAnumeric15 unique values
0 missing
Chi1_AEA.dm.numeric24 unique values
0 missing
SpMax_EA.ed.numeric16 unique values
0 missing
Chi1_AEA.ed.numeric24 unique values
0 missing
ATSC1enumeric28 unique values
0 missing
Chi1_AEA.ri.numeric24 unique values
0 missing
AMWnumeric27 unique values
0 missing
Chi1_EAnumeric24 unique values
0 missing
nCconjXnumeric2 unique values
0 missing
Chi1_EA.bo.numeric25 unique values
0 missing
nCXr.numeric2 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
MATS4vnumeric29 unique values
0 missing
Chi1_EA.ed.numeric24 unique values
0 missing
ATSC4enumeric29 unique values
0 missing
Chi1_EA.ri.numeric32 unique values
0 missing
P_VSA_s_6numeric8 unique values
0 missing
CIC0numeric23 unique values
0 missing
GATS4mnumeric31 unique values
0 missing
CIC1numeric27 unique values
0 missing
GATS5mnumeric31 unique values
0 missing
CIC2numeric24 unique values
0 missing
P_VSA_MR_2numeric8 unique values
0 missing
CIC3numeric23 unique values
0 missing
AACnumeric23 unique values
0 missing
CIC4numeric22 unique values
0 missing
IC0numeric23 unique values
0 missing
CIC5numeric22 unique values
0 missing
SpMAD_EA.dm.numeric23 unique values
0 missing
CIDnumeric23 unique values
0 missing
SpMax8_Bh.s.numeric26 unique values
0 missing
Cl.089numeric2 unique values
0 missing
X2Avnumeric24 unique values
0 missing
CMC.50numeric2 unique values
0 missing
GATS1enumeric28 unique values
0 missing
CSInumeric23 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
DBInumeric16 unique values
0 missing
Eig01_EA.bo.numeric14 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
D.Dtr06numeric23 unique values
0 missing
Eig01_EA.ri.numeric23 unique values
0 missing
DECCnumeric23 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM04_EA.dm.numeric12 unique values
0 missing
Dznumeric26 unique values
0 missing
SM05_EA.dm.numeric9 unique values
0 missing
ECCnumeric22 unique values
0 missing
SM06_EA.dm.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric17 unique values
0 missing
SM07_EA.dm.numeric8 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
SM08_EA.dm.numeric9 unique values
0 missing
Eig02_AEA.ri.numeric25 unique values
0 missing
SM09_EA.dm.numeric8 unique values
0 missing
Eig02_EAnumeric17 unique values
0 missing
SM10_EA.dm.numeric7 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
SM11_AEA.ri.numeric14 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
SM11_EA.dm.numeric6 unique values
0 missing
Eig02_EA.ri.numeric24 unique values
0 missing
SM12_EA.dm.numeric6 unique values
0 missing
Eig03_AEA.bo.numeric18 unique values
0 missing
SM13_EA.dm.numeric6 unique values
0 missing
Eig03_AEA.ri.numeric30 unique values
0 missing
SM14_EA.dm.numeric6 unique values
0 missing
Eig03_EAnumeric21 unique values
0 missing
SM15_EA.dm.numeric6 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
SM15_EA.ri.numeric24 unique values
0 missing
Eig03_EA.ed.numeric18 unique values
0 missing
SpDiam_EA.dm.numeric6 unique values
0 missing
Eig03_EA.ri.numeric30 unique values
0 missing
SpMax_AEA.bo.numeric16 unique values
0 missing
Eig04_AEA.bo.numeric23 unique values
0 missing
SpMax_EA.bo.numeric14 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
SpMax_EA.dm.numeric6 unique values
0 missing
Eig04_AEA.ri.numeric32 unique values
0 missing
SpMax_EA.ri.numeric23 unique values
0 missing
Eig04_EAnumeric22 unique values
0 missing
ATS2snumeric31 unique values
0 missing
Eig04_EA.bo.numeric23 unique values
0 missing
Eig04_EA.dm.numeric10 unique values
0 missing
Eig04_EA.ed.numeric22 unique values
0 missing
GATS5pnumeric30 unique values
0 missing
Eig04_EA.ri.numeric30 unique values
0 missing
MCDnumeric15 unique values
0 missing
Eig05_AEA.bo.numeric24 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
Eig05_AEA.dm.numeric25 unique values
0 missing
SpAD_EA.dm.numeric12 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
F.084numeric2 unique values
0 missing
Eig05_AEA.ri.numeric32 unique values
0 missing
MATS3snumeric29 unique values
0 missing
Eig05_EAnumeric23 unique values
0 missing
P_VSA_LogP_6numeric3 unique values
0 missing
Eig05_EA.bo.numeric25 unique values
0 missing
ATS4snumeric32 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS6snumeric31 unique values
0 missing
Eig05_EA.ed.numeric24 unique values
0 missing
ATSC6enumeric31 unique values
0 missing
Eig05_EA.ri.numeric32 unique values
0 missing
ATSC6snumeric32 unique values
0 missing
Eig06_AEA.bo.numeric21 unique values
0 missing
ATSC7enumeric30 unique values
0 missing
Eig06_AEA.dm.numeric29 unique values
0 missing
ATSC7snumeric32 unique values
0 missing
Eig06_AEA.ed.numeric24 unique values
0 missing
Eig04_AEA.dm.numeric27 unique values
0 missing
Eig06_AEA.ri.numeric32 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
Eig06_EAnumeric23 unique values
0 missing
GGI3numeric11 unique values
0 missing
Eig06_EA.bo.numeric24 unique values
0 missing
Psi_i_snumeric30 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
SM02_EA.dm.numeric12 unique values
0 missing
Eig06_EA.ed.numeric24 unique values
0 missing
SM04_EA.ed.numeric23 unique values
0 missing
Eig06_EA.ri.numeric32 unique values
0 missing
SM05_EA.ed.numeric16 unique values
0 missing
Eig07_AEA.bo.numeric22 unique values
0 missing
SM06_AEA.ed.numeric24 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
SM06_EA.ed.numeric23 unique values
0 missing
Eig07_AEA.ed.numeric23 unique values
0 missing
SM07_AEA.ed.numeric24 unique values
0 missing
Eig07_AEA.ri.numeric32 unique values
0 missing
SM07_EA.ed.numeric16 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
SM08_AEA.ed.numeric24 unique values
0 missing
Eig07_EA.bo.numeric23 unique values
0 missing
SM09_AEA.ed.numeric24 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
SM09_EAnumeric16 unique values
0 missing
Eig07_EA.ed.numeric24 unique values
0 missing
SM10_EAnumeric24 unique values
0 missing
Eig07_EA.ri.numeric32 unique values
0 missing
SM14_EA.ri.numeric32 unique values
0 missing
Eig08_AEA.bo.numeric25 unique values
0 missing
SpDiam_AEA.bo.numeric25 unique values
0 missing
Eig08_AEA.dm.numeric22 unique values
0 missing
SpMax5_Bh.s.numeric24 unique values
0 missing
Eig08_AEA.ed.numeric21 unique values
0 missing
SpMax6_Bh.s.numeric30 unique values
0 missing
Eig08_AEA.ri.numeric31 unique values
0 missing
SpMax7_Bh.s.numeric28 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
ZM2Kupnumeric32 unique values
0 missing
Eig08_EA.bo.numeric23 unique values
0 missing
ZM2Pernumeric29 unique values
0 missing
Eig08_EA.ed.numeric24 unique values
0 missing
GATS5enumeric31 unique values
0 missing
Eig08_EA.ri.numeric31 unique values
0 missing
MATS4mnumeric31 unique values
0 missing
Eig09_AEA.bo.numeric20 unique values
0 missing
X3Avnumeric23 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
JGI4numeric17 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
MATS5enumeric32 unique values
0 missing
Eig09_AEA.ri.numeric27 unique values
0 missing
SpMAD_AEA.dm.numeric28 unique values
0 missing
Eig09_EAnumeric19 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
Eig09_EA.bo.numeric24 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
Eig09_EA.ed.numeric22 unique values
0 missing
SpMAD_EA.ed.numeric24 unique values
0 missing
Eig09_EA.ri.numeric26 unique values
0 missing
ATS3snumeric31 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
GGI9numeric12 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
SpDiam_AEA.dm.numeric27 unique values
0 missing
Eig10_AEA.ed.numeric23 unique values
0 missing
SPInumeric24 unique values
0 missing
Eig10_AEA.ri.numeric28 unique values
0 missing
ATSC3snumeric32 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
AECCnumeric23 unique values
0 missing
Eig10_EA.bo.numeric25 unique values
0 missing
ALOGPnumeric31 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
ALOGP2numeric31 unique values
0 missing
Eig10_EA.ri.numeric31 unique values
0 missing
AMRnumeric32 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
ARRnumeric3 unique values
0 missing
Eig11_AEA.dm.numeric29 unique values
0 missing
ATS1enumeric27 unique values
0 missing
ATS1inumeric30 unique values
0 missing
ATS1mnumeric29 unique values
0 missing
ATS1pnumeric30 unique values
0 missing
ATS1snumeric32 unique values
0 missing
ATS1vnumeric30 unique values
0 missing
ATS2enumeric31 unique values
0 missing
ATS2inumeric32 unique values
0 missing
ATS2mnumeric30 unique values
0 missing
ATS2pnumeric31 unique values
0 missing
ATS2vnumeric31 unique values
0 missing
ATS3enumeric30 unique values
0 missing
ATS3inumeric30 unique values
0 missing
ATS3mnumeric31 unique values
0 missing
ATS3pnumeric32 unique values
0 missing
ATS3vnumeric31 unique values
0 missing
ATS4enumeric32 unique values
0 missing
ATS4inumeric30 unique values
0 missing
ATS4mnumeric31 unique values
0 missing
ATS4pnumeric32 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
ATS5enumeric31 unique values
0 missing
ATS5inumeric30 unique values
0 missing
ATS5mnumeric32 unique values
0 missing
ATS5pnumeric32 unique values
0 missing
ATS5snumeric32 unique values
0 missing
ATS5vnumeric30 unique values
0 missing
ATS6enumeric32 unique values
0 missing
ATS6inumeric31 unique values
0 missing
ATS6mnumeric32 unique values
0 missing
ATS6pnumeric32 unique values
0 missing
ATS6vnumeric31 unique values
0 missing
ATS7enumeric31 unique values
0 missing
ATS7inumeric30 unique values
0 missing
ATS7mnumeric31 unique values
0 missing
ATS7pnumeric31 unique values
0 missing
ATS7snumeric32 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
ATS8enumeric31 unique values
0 missing
ATS8inumeric31 unique values
0 missing
ATS8mnumeric30 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
ATS8snumeric30 unique values
0 missing
ATS8vnumeric30 unique values
0 missing
ATSC1inumeric29 unique values
0 missing
ATSC1mnumeric29 unique values
0 missing
ATSC1pnumeric30 unique values
0 missing
ATSC1vnumeric30 unique values
0 missing
ATSC2inumeric30 unique values
0 missing
ATSC2mnumeric32 unique values
0 missing
ATSC2pnumeric32 unique values
0 missing
ATSC2vnumeric32 unique values
0 missing
ATSC3inumeric31 unique values
0 missing
ATSC3mnumeric32 unique values
0 missing
ATSC3pnumeric32 unique values
0 missing
ATSC3vnumeric32 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
ATSC4mnumeric32 unique values
0 missing
ATSC4pnumeric32 unique values
0 missing
ATSC4vnumeric32 unique values
0 missing
ATSC5inumeric31 unique values
0 missing
ATSC5mnumeric32 unique values
0 missing
ATSC5pnumeric32 unique values
0 missing
ATSC5vnumeric32 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
ATSC6mnumeric32 unique values
0 missing
ATSC6pnumeric32 unique values
0 missing
ATSC6vnumeric32 unique values
0 missing
ATSC7inumeric30 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
32
Number of instances (rows) of the dataset.
NumberOfFeatures
444
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
443
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
13.88
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.24
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
0.78
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.28
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.18
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
0.48
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.4
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
32
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.07
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
611.81
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
0.92
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
6.99
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-1.39
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
5.66
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
1.08
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
237.88
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.79
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.01
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
0.91
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
1.35
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
12.98
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.1
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.06
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.18
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-CHEMBL2331070
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2331070
0 runs - estimation_procedure: 50 times Clustering
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