Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545

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: CHEMBL3545 (TID: 100591), and it has 24 rows and 446 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.

448 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal24 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
JGI4numeric16 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
AECCnumeric14 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
ARRnumeric2 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
ATS3snumeric17 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
ATS4mnumeric16 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig09_EA.bo.numeric16 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
ATS8enumeric8 unique values
0 missing
Eig10_AEA.bo.numeric16 unique values
0 missing
ATS8inumeric8 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATS8mnumeric8 unique values
0 missing
Eig10_AEA.ed.numeric16 unique values
0 missing
ATS8pnumeric8 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
ATS8snumeric8 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS8vnumeric8 unique values
0 missing
Eig10_EA.bo.numeric16 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig10_EA.ed.numeric16 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
Eig10_EA.ri.numeric16 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig11_AEA.ed.numeric14 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Eig11_EA.ed.numeric14 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
Eig12_AEA.bo.numeric10 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
Eig12_AEA.dm.numeric11 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
Eig12_AEA.ri.numeric11 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
Eig12_EAnumeric10 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
Eig12_EA.dm.numeric2 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eig12_EA.ed.numeric11 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eig12_EA.ri.numeric11 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Eig13_AEA.bo.numeric8 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
Eig13_AEA.dm.numeric8 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
Eig13_AEA.ed.numeric8 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
Eig13_AEA.ri.numeric8 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig13_EAnumeric8 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eig13_EA.bo.numeric7 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Eig13_EA.ed.numeric8 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
Eig14_AEA.bo.numeric7 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eig14_AEA.dm.numeric7 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eig14_AEA.ed.numeric7 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric7 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
Eig14_EAnumeric7 unique values
0 missing
ATSC6vnumeric16 unique values
0 missing
Eig14_EA.bo.numeric7 unique values
0 missing
ATSC7enumeric16 unique values
0 missing
Eig14_EA.dm.numeric3 unique values
0 missing
ATSC7inumeric16 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eig14_EA.ri.numeric7 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eig15_AEA.bo.numeric6 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eig15_AEA.dm.numeric6 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric6 unique values
0 missing
ATSC8enumeric12 unique values
0 missing
Eig15_AEA.ri.numeric6 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
Eig15_EAnumeric6 unique values
0 missing
ATSC8mnumeric12 unique values
0 missing
Eig15_EA.bo.numeric6 unique values
0 missing
ATSC8pnumeric11 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
ATSC8snumeric12 unique values
0 missing
Eig15_EA.ed.numeric6 unique values
0 missing
ATSC8vnumeric12 unique values
0 missing
Eig15_EA.ri.numeric6 unique values
0 missing
BACnumeric11 unique values
0 missing
Eta_alphanumeric12 unique values
0 missing
BBInumeric13 unique values
0 missing
Eta_alpha_Anumeric8 unique values
0 missing
BIC0numeric13 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
BIC1numeric16 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
BIC2numeric16 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
BIC3numeric15 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
BIC4numeric15 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
BIC5numeric16 unique values
0 missing
Eta_betaP_Anumeric4 unique values
0 missing
BIDnumeric15 unique values
0 missing
Eta_betaSnumeric12 unique values
0 missing
BLInumeric17 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
BLTA96numeric14 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
BLTD48numeric14 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
BLTF96numeric14 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
C.numeric13 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
C.001numeric2 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
C.002numeric3 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
C.003numeric2 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
C.006numeric5 unique values
0 missing
Eta_FL_Anumeric14 unique values
0 missing
C.008numeric6 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
C.009numeric3 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
C.024numeric2 unique values
0 missing
Eta_sh_xnumeric3 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
C.036numeric2 unique values
0 missing
GATS1enumeric13 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS1inumeric14 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
CATS2D_01_DDnumeric2 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
GATS1snumeric15 unique values
0 missing
CATS2D_01_LLnumeric3 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS2enumeric17 unique values
0 missing
CATS2D_02_ALnumeric3 unique values
0 missing
GATS2inumeric15 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
GATS2pnumeric17 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS2snumeric17 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
GATS2vnumeric16 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
GATS3enumeric17 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
GATS3inumeric16 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
GATS3pnumeric15 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
GATS3snumeric16 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
CATS2D_03_LLnumeric2 unique values
0 missing
GATS4enumeric17 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GATS4inumeric16 unique values
0 missing
CATS2D_04_ALnumeric3 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
CATS2D_04_DDnumeric6 unique values
0 missing
GATS4snumeric17 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS4vnumeric15 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
GATS5enumeric17 unique values
0 missing
CATS2D_04_LLnumeric2 unique values
0 missing
GATS5inumeric17 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
CATS2D_05_ALnumeric3 unique values
0 missing
GATS5pnumeric17 unique values
0 missing
CATS2D_05_DAnumeric6 unique values
0 missing
GATS5snumeric17 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
GATS6enumeric16 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS6inumeric16 unique values
0 missing
CATS2D_05_LLnumeric2 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
CATS2D_06_ALnumeric2 unique values
0 missing
GATS6snumeric16 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
CATS2D_06_DDnumeric5 unique values
0 missing
GATS7enumeric12 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
GATS7inumeric7 unique values
0 missing
CATS2D_06_LLnumeric2 unique values
0 missing
GATS7mnumeric12 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
GATS7pnumeric11 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS7snumeric12 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GATS7vnumeric12 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
GATS8enumeric6 unique values
0 missing
CATS2D_07_LLnumeric2 unique values
0 missing
GATS8inumeric5 unique values
0 missing
CATS2D_08_ALnumeric2 unique values
0 missing
GATS8mnumeric6 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8pnumeric6 unique values
0 missing
CATS2D_08_DDnumeric4 unique values
0 missing
GATS8snumeric6 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS8vnumeric6 unique values
0 missing
CATS2D_08_LLnumeric2 unique values
0 missing
GGI1numeric7 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
GGI10numeric4 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
GGI2numeric10 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
GGI3numeric16 unique values
0 missing
CATS2D_09_DLnumeric3 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_09_LLnumeric2 unique values
0 missing
GGI5numeric11 unique values
0 missing
CENTnumeric15 unique values
0 missing
GGI6numeric6 unique values
0 missing
Chi0_AEA.bo.numeric15 unique values
0 missing
GGI7numeric5 unique values
0 missing
Chi0_AEA.dm.numeric15 unique values
0 missing
GGI8numeric5 unique values
0 missing
Chi0_AEA.ed.numeric15 unique values
0 missing
GGI9numeric5 unique values
0 missing
Chi0_AEA.ri.numeric15 unique values
0 missing
GMTInumeric16 unique values
0 missing
Chi0_EAnumeric15 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
GNarnumeric14 unique values
0 missing
Chi0_EA.dm.numeric17 unique values
0 missing
H.numeric13 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
H.046numeric2 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
CIC0numeric14 unique values
0 missing
CIC1numeric16 unique values
0 missing
CIC2numeric17 unique values
0 missing
CIC3numeric17 unique values
0 missing
CIC4numeric17 unique values
0 missing
CIC5numeric14 unique values
0 missing
CIDnumeric15 unique values
0 missing
CMC.80numeric2 unique values
0 missing
cRo5numeric2 unique values
0 missing
CSInumeric15 unique values
0 missing
DBInumeric11 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
DECCnumeric16 unique values
0 missing
DELSnumeric17 unique values
0 missing
DLS_01numeric3 unique values
0 missing
DLS_02numeric5 unique values
0 missing
DLS_03numeric4 unique values
0 missing
DLS_04numeric4 unique values
0 missing
DLS_06numeric4 unique values
0 missing
DLS_07numeric2 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
Dznumeric13 unique values
0 missing
ECCnumeric14 unique values
0 missing
Eig01_AEA.bo.numeric15 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
Eig01_AEA.ri.numeric17 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
Eig02_AEA.dm.numeric17 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
Eig02_AEA.ri.numeric17 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
Eig02_EA.ed.numeric16 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
Eig03_AEA.dm.numeric17 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
24
Number of instances (rows) of the dataset.
NumberOfFeatures
448
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
447
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
18.67
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.17
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
1.39
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
0.92
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
35.09
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
1.61
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.99
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.67
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
24
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.74
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
5988.21
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
6.77
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
3.16
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.9
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.9
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
2.37
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
10612.83
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.23
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.37
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
0.14
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
5.31
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
22.19
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.6
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.73
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.31
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-CHEMBL3545
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3545
0 runs - estimation_procedure: 50 times Clustering
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