Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL3065 (TID: 12787), and it has 10 rows and 440 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.

442 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
Chi1_AEA.bo.numeric8 unique values
0 missing
AACnumeric8 unique values
0 missing
Chi1_AEA.dm.numeric8 unique values
0 missing
ATS1mnumeric9 unique values
0 missing
Chi1_AEA.ed.numeric8 unique values
0 missing
ATS2mnumeric9 unique values
0 missing
Chi1_AEA.ri.numeric8 unique values
0 missing
ATS3mnumeric9 unique values
0 missing
Chi1_EAnumeric8 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
Chi1_EA.bo.numeric9 unique values
0 missing
ATSC3mnumeric9 unique values
0 missing
Chi1_EA.ed.numeric8 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
ATSC7mnumeric9 unique values
0 missing
CIC0numeric8 unique values
0 missing
ATSC8mnumeric9 unique values
0 missing
CIC2numeric8 unique values
0 missing
BIC0numeric8 unique values
0 missing
CIC3numeric8 unique values
0 missing
BLInumeric9 unique values
0 missing
CIC4numeric7 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
CIC5numeric7 unique values
0 missing
Chi1_EA.dm.numeric7 unique values
0 missing
CIDnumeric7 unique values
0 missing
CIC1numeric8 unique values
0 missing
CMC.50numeric2 unique values
0 missing
Eig11_EA.ri.numeric9 unique values
0 missing
CSInumeric7 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
DBInumeric7 unique values
0 missing
Eig15_EA.ri.numeric10 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
Eta_alphanumeric8 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
D.Dtr09numeric8 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
D.Dtr10numeric3 unique values
0 missing
Eta_C_Anumeric9 unique values
0 missing
DECCnumeric8 unique values
0 missing
Eta_F_Anumeric9 unique values
0 missing
DELSnumeric9 unique values
0 missing
Eta_FL_Anumeric8 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Eta_Lnumeric9 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
Eta_L_Anumeric8 unique values
0 missing
DLS_02numeric2 unique values
0 missing
Eta_sh_pnumeric7 unique values
0 missing
DLS_04numeric3 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
GATS5pnumeric10 unique values
0 missing
DLS_consnumeric3 unique values
0 missing
GATS7enumeric9 unique values
0 missing
Dznumeric7 unique values
0 missing
GATS7snumeric9 unique values
0 missing
ECCnumeric8 unique values
0 missing
GATS8inumeric9 unique values
0 missing
Eig01_AEA.bo.numeric9 unique values
0 missing
GATS8pnumeric9 unique values
0 missing
Eig01_AEA.dm.numeric9 unique values
0 missing
GATS8vnumeric9 unique values
0 missing
Eig01_AEA.ed.numeric8 unique values
0 missing
IC0numeric8 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
MATS2pnumeric9 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS5pnumeric10 unique values
0 missing
Eig01_EA.bo.numeric9 unique values
0 missing
MATS6mnumeric9 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS7snumeric9 unique values
0 missing
Eig01_EA.ed.numeric8 unique values
0 missing
MATS8inumeric9 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
MATS8pnumeric8 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
MWnumeric8 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
O.numeric6 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
PCRnumeric9 unique values
0 missing
Eig02_AEA.ri.numeric10 unique values
0 missing
PW2numeric8 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
SIC0numeric8 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
SpAD_AEA.bo.numeric9 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
SpAD_AEA.dm.numeric9 unique values
0 missing
Eig02_EA.ed.numeric8 unique values
0 missing
SpDiam_AEA.bo.numeric9 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
SpMAD_AEA.bo.numeric8 unique values
0 missing
Eig03_AEA.bo.numeric9 unique values
0 missing
SpMAD_AEA.ri.numeric10 unique values
0 missing
Eig03_AEA.dm.numeric9 unique values
0 missing
SpMAD_EAnumeric7 unique values
0 missing
Eig03_AEA.ed.numeric8 unique values
0 missing
SpMAD_EA.ri.numeric9 unique values
0 missing
Eig03_AEA.ri.numeric10 unique values
0 missing
SpMax3_Bh.m.numeric10 unique values
0 missing
Eig03_EAnumeric8 unique values
0 missing
SpMax3_Bh.p.numeric9 unique values
0 missing
Eig03_EA.bo.numeric9 unique values
0 missing
SpMax3_Bh.v.numeric9 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
SpMax4_Bh.m.numeric9 unique values
0 missing
Eig03_EA.ed.numeric8 unique values
0 missing
SpMax4_Bh.p.numeric8 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
SpMax4_Bh.v.numeric8 unique values
0 missing
Eig04_AEA.bo.numeric9 unique values
0 missing
SpMax7_Bh.i.numeric10 unique values
0 missing
Eig04_AEA.dm.numeric8 unique values
0 missing
SpMax7_Bh.m.numeric9 unique values
0 missing
Eig04_AEA.ed.numeric8 unique values
0 missing
SpMax7_Bh.p.numeric9 unique values
0 missing
Eig04_AEA.ri.numeric10 unique values
0 missing
SpMax7_Bh.v.numeric9 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
SpMax8_Bh.i.numeric9 unique values
0 missing
Eig04_EA.bo.numeric9 unique values
0 missing
SpMax8_Bh.p.numeric8 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
SpMax8_Bh.v.numeric9 unique values
0 missing
Eig04_EA.ed.numeric8 unique values
0 missing
SpMin3_Bh.e.numeric10 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
SpMin3_Bh.m.numeric10 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
SpMin3_Bh.p.numeric8 unique values
0 missing
Eig05_AEA.dm.numeric9 unique values
0 missing
SpMin5_Bh.s.numeric10 unique values
0 missing
Eig05_AEA.ed.numeric7 unique values
0 missing
SpMin7_Bh.p.numeric10 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
X0Avnumeric8 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
X0solnumeric5 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
X0vnumeric8 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
X1Anumeric8 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
X1Avnumeric8 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
X1Madnumeric9 unique values
0 missing
Eig06_AEA.bo.numeric8 unique values
0 missing
X1solnumeric6 unique values
0 missing
Eig06_AEA.dm.numeric8 unique values
0 missing
X1vnumeric9 unique values
0 missing
Eig06_AEA.ed.numeric6 unique values
0 missing
X2Avnumeric8 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
X2solnumeric6 unique values
0 missing
Eig06_EAnumeric7 unique values
0 missing
X2vnumeric9 unique values
0 missing
Eig06_EA.bo.numeric8 unique values
0 missing
X3Avnumeric8 unique values
0 missing
Eig06_EA.ed.numeric6 unique values
0 missing
X3solnumeric6 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
X3vnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric6 unique values
0 missing
X4Avnumeric7 unique values
0 missing
Eig07_AEA.dm.numeric7 unique values
0 missing
X4solnumeric6 unique values
0 missing
Eig07_AEA.ed.numeric6 unique values
0 missing
X4vnumeric10 unique values
0 missing
Eig07_AEA.ri.numeric5 unique values
0 missing
X5vnumeric10 unique values
0 missing
Eig07_EAnumeric5 unique values
0 missing
ZM2Madnumeric9 unique values
0 missing
Eig07_EA.bo.numeric5 unique values
0 missing
AECCnumeric8 unique values
0 missing
Eig07_EA.ed.numeric6 unique values
0 missing
ALOGPnumeric9 unique values
0 missing
Eig07_EA.ri.numeric5 unique values
0 missing
ALOGP2numeric9 unique values
0 missing
Eig08_AEA.bo.numeric7 unique values
0 missing
AMRnumeric9 unique values
0 missing
Eig08_AEA.dm.numeric7 unique values
0 missing
AMWnumeric8 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
ARRnumeric6 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
ATS1enumeric9 unique values
0 missing
Eig08_EAnumeric7 unique values
0 missing
ATS1inumeric9 unique values
0 missing
Eig08_EA.bo.numeric7 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
Eig08_EA.ed.numeric8 unique values
0 missing
ATS1snumeric9 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
Eig09_AEA.bo.numeric8 unique values
0 missing
ATS2enumeric9 unique values
0 missing
Eig09_AEA.dm.numeric9 unique values
0 missing
ATS2inumeric9 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
ATS2pnumeric9 unique values
0 missing
Eig09_AEA.ri.numeric10 unique values
0 missing
ATS2snumeric9 unique values
0 missing
Eig09_EAnumeric7 unique values
0 missing
ATS2vnumeric9 unique values
0 missing
Eig09_EA.bo.numeric8 unique values
0 missing
ATS3enumeric9 unique values
0 missing
Eig09_EA.ed.numeric8 unique values
0 missing
ATS3inumeric9 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
ATS3pnumeric9 unique values
0 missing
Eig10_AEA.bo.numeric8 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
ATS3vnumeric9 unique values
0 missing
Eig10_AEA.ed.numeric8 unique values
0 missing
ATS4enumeric10 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
ATS4inumeric9 unique values
0 missing
Eig10_EAnumeric8 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
Eig10_EA.bo.numeric8 unique values
0 missing
ATS4snumeric10 unique values
0 missing
Eig10_EA.ed.numeric8 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
ATS5enumeric10 unique values
0 missing
Eig11_AEA.bo.numeric9 unique values
0 missing
ATS5inumeric10 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
Eig11_AEA.ed.numeric7 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
ATS5snumeric10 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
ATS5vnumeric9 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
ATS6enumeric10 unique values
0 missing
Eig11_EA.ed.numeric8 unique values
0 missing
ATS6inumeric10 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
Eig12_AEA.ed.numeric6 unique values
0 missing
ATS6pnumeric9 unique values
0 missing
Eig12_AEA.ri.numeric7 unique values
0 missing
ATS6snumeric10 unique values
0 missing
Eig12_EAnumeric6 unique values
0 missing
ATS6vnumeric9 unique values
0 missing
Eig12_EA.bo.numeric8 unique values
0 missing
ATS7enumeric9 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
ATS7inumeric9 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
ATS7mnumeric9 unique values
0 missing
Eig13_AEA.bo.numeric7 unique values
0 missing
ATS7pnumeric9 unique values
0 missing
Eig13_AEA.dm.numeric9 unique values
0 missing
ATS7snumeric9 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
ATS7vnumeric9 unique values
0 missing
Eig13_AEA.ri.numeric9 unique values
0 missing
ATS8enumeric9 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATS8inumeric9 unique values
0 missing
Eig13_EA.bo.numeric8 unique values
0 missing
ATS8mnumeric9 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATS8pnumeric9 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
ATS8snumeric9 unique values
0 missing
Eig14_AEA.bo.numeric9 unique values
0 missing
ATS8vnumeric9 unique values
0 missing
Eig14_AEA.dm.numeric7 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
Eig14_AEA.ed.numeric8 unique values
0 missing
ATSC1inumeric8 unique values
0 missing
Eig14_AEA.ri.numeric9 unique values
0 missing
ATSC1mnumeric9 unique values
0 missing
Eig14_EAnumeric8 unique values
0 missing
ATSC1pnumeric9 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
ATSC1snumeric9 unique values
0 missing
Eig14_EA.ed.numeric8 unique values
0 missing
ATSC1vnumeric9 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
ATSC2enumeric9 unique values
0 missing
Eig15_AEA.bo.numeric7 unique values
0 missing
ATSC2inumeric9 unique values
0 missing
Eig15_AEA.dm.numeric9 unique values
0 missing
ATSC2mnumeric9 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATSC2pnumeric9 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
ATSC2snumeric9 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
ATSC2vnumeric9 unique values
0 missing
Eig15_EA.bo.numeric8 unique values
0 missing
ATSC3enumeric9 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
ATSC3inumeric9 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC3pnumeric9 unique values
0 missing
Eta_B_Anumeric5 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eta_betanumeric9 unique values
0 missing
ATSC3vnumeric9 unique values
0 missing
Eta_beta_Anumeric9 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
Eta_betaPnumeric5 unique values
0 missing
ATSC4inumeric9 unique values
0 missing
Eta_betaP_Anumeric8 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
Eta_betaSnumeric7 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
ATSC4snumeric10 unique values
0 missing
Eta_epsinumeric8 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
Eta_epsi_Anumeric8 unique values
0 missing
ATSC5enumeric10 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
ATSC5snumeric10 unique values
0 missing
Eta_sh_ynumeric8 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
F.084numeric2 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
GATS1enumeric9 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
GATS1inumeric9 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
GATS1mnumeric8 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
GATS1pnumeric9 unique values
0 missing
ATSC6snumeric10 unique values
0 missing
GATS1snumeric9 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
GATS1vnumeric9 unique values
0 missing
ATSC7enumeric8 unique values
0 missing
GATS2enumeric9 unique values
0 missing
ATSC7inumeric9 unique values
0 missing
GATS2inumeric9 unique values
0 missing
ATSC7pnumeric9 unique values
0 missing
GATS2mnumeric8 unique values
0 missing
ATSC7snumeric9 unique values
0 missing
GATS2pnumeric9 unique values
0 missing
ATSC7vnumeric9 unique values
0 missing
GATS2snumeric9 unique values
0 missing
ATSC8enumeric9 unique values
0 missing
GATS2vnumeric9 unique values
0 missing
ATSC8inumeric9 unique values
0 missing
GATS3enumeric9 unique values
0 missing
ATSC8pnumeric9 unique values
0 missing
GATS3inumeric8 unique values
0 missing
ATSC8snumeric9 unique values
0 missing
GATS3mnumeric9 unique values
0 missing
ATSC8vnumeric9 unique values
0 missing
GATS3pnumeric9 unique values
0 missing
BACnumeric5 unique values
0 missing
GATS3snumeric10 unique values
0 missing
BBInumeric7 unique values
0 missing
BIC1numeric8 unique values
0 missing
BIC2numeric8 unique values
0 missing
BIC3numeric8 unique values
0 missing
BIC4numeric7 unique values
0 missing
BIC5numeric7 unique values
0 missing
BIDnumeric7 unique values
0 missing
BLTA96numeric7 unique values
0 missing
BLTD48numeric7 unique values
0 missing
BLTF96numeric7 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric4 unique values
0 missing
C.001numeric2 unique values
0 missing
C.002numeric3 unique values
0 missing
C.003numeric3 unique values
0 missing
C.004numeric2 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric3 unique values
0 missing
C.026numeric4 unique values
0 missing
C.028numeric2 unique values
0 missing
C.034numeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
C.040numeric2 unique values
0 missing
C.043numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_LLnumeric6 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
CATS2D_02_DLnumeric2 unique values
0 missing
CATS2D_02_LLnumeric6 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_LLnumeric6 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
CATS2D_04_ALnumeric4 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
CATS2D_06_ALnumeric3 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
CATS2D_08_ALnumeric3 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_08_LLnumeric3 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
CENTnumeric8 unique values
0 missing
Chi0_AEA.bo.numeric8 unique values
0 missing
Chi0_AEA.dm.numeric8 unique values
0 missing
Chi0_AEA.ed.numeric8 unique values
0 missing
Chi0_AEA.ri.numeric8 unique values
0 missing
Chi0_EAnumeric8 unique values
0 missing
Chi0_EA.bo.numeric9 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
Chi0_EA.ed.numeric8 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
442
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
441
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
44.2
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
2.3
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
1.27
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.12
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2.31
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
1.6
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.21
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
10
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.85
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
401.2
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
5.41
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
4.5
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.16
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
3.16
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
2.14
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
180.89
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
1.22
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
0.53
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
2.96
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
7.43
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.61
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.07
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-CHEMBL3065
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3065
0 runs - estimation_procedure: 50 times Clustering
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