Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4228 (TID: 100342), and it has 21 rows and 445 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.

447 features

pXC50 (target)numeric20 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
JGI7numeric7 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
X0Avnumeric16 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_06_DLnumeric6 unique values
0 missing
GATS8inumeric15 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
SpMin4_Bh.m.numeric14 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
SpMin4_Bh.s.numeric12 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
SpMin4_Bh.v.numeric13 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
SssNHnumeric15 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
IVDEnumeric15 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
JGI2numeric17 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
CATS2D_03_NLnumeric4 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
CATS2D_08_LLnumeric9 unique values
0 missing
H.052numeric4 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
P_VSA_s_3numeric16 unique values
0 missing
CATS2D_09_ALnumeric2 unique values
0 missing
GATS6mnumeric20 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
JGI3numeric15 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
MATS6mnumeric20 unique values
0 missing
CATS2D_09_LLnumeric11 unique values
0 missing
SIC2numeric19 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
MATS5pnumeric19 unique values
0 missing
CENTnumeric19 unique values
0 missing
AECCnumeric19 unique values
0 missing
Chi0_AEA.bo.numeric19 unique values
0 missing
BIC1numeric16 unique values
0 missing
Chi0_AEA.dm.numeric19 unique values
0 missing
C.024numeric8 unique values
0 missing
Chi0_AEA.ed.numeric19 unique values
0 missing
C.026numeric5 unique values
0 missing
Chi0_AEA.ri.numeric19 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Chi0_EAnumeric19 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
Chi0_EA.bo.numeric20 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
CIC1numeric15 unique values
0 missing
Chi0_EA.ed.numeric19 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
Chi0_EA.ri.numeric19 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
Chi1_AEA.bo.numeric19 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
Chi1_AEA.dm.numeric19 unique values
0 missing
GATS1enumeric15 unique values
0 missing
Chi1_AEA.ed.numeric19 unique values
0 missing
GATS1snumeric19 unique values
0 missing
Chi1_AEA.ri.numeric19 unique values
0 missing
GATS2enumeric15 unique values
0 missing
Chi1_EAnumeric19 unique values
0 missing
GATS2snumeric19 unique values
0 missing
Chi1_EA.bo.numeric20 unique values
0 missing
GATS6enumeric20 unique values
0 missing
Chi1_EA.dm.numeric20 unique values
0 missing
GATS6snumeric20 unique values
0 missing
Chi1_EA.ed.numeric19 unique values
0 missing
GATS7enumeric18 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
CIC0numeric16 unique values
0 missing
GATS8snumeric16 unique values
0 missing
CIC5numeric14 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
CIDnumeric15 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDEnumeric19 unique values
0 missing
CSInumeric19 unique values
0 missing
LLS_02numeric3 unique values
0 missing
DBInumeric14 unique values
0 missing
MATS2enumeric15 unique values
0 missing
D.Dtr05numeric7 unique values
0 missing
MATS2snumeric19 unique values
0 missing
D.Dtr06numeric18 unique values
0 missing
MATS6enumeric20 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
MATS6snumeric19 unique values
0 missing
DELSnumeric20 unique values
0 missing
nBnznumeric4 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
nCb.numeric7 unique values
0 missing
DLS_01numeric2 unique values
0 missing
nCbHnumeric7 unique values
0 missing
DLS_02numeric3 unique values
0 missing
nCrsnumeric5 unique values
0 missing
DLS_03numeric3 unique values
0 missing
PJI2numeric7 unique values
0 missing
DLS_04numeric4 unique values
0 missing
P_VSA_LogP_4numeric4 unique values
0 missing
DLS_05numeric2 unique values
0 missing
SIC1numeric14 unique values
0 missing
DLS_06numeric3 unique values
0 missing
SpMax1_Bh.s.numeric6 unique values
0 missing
DLS_07numeric2 unique values
0 missing
SpMax2_Bh.s.numeric11 unique values
0 missing
Dznumeric14 unique values
0 missing
SpMin1_Bh.i.numeric15 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
SpMin2_Bh.e.numeric14 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
SpMin2_Bh.m.numeric18 unique values
0 missing
Eig01_AEA.ed.numeric11 unique values
0 missing
SpMin2_Bh.p.numeric16 unique values
0 missing
Eig01_AEA.ri.numeric11 unique values
0 missing
SpMin2_Bh.v.numeric19 unique values
0 missing
Eig01_EAnumeric10 unique values
0 missing
SpMin3_Bh.e.numeric9 unique values
0 missing
Eig01_EA.bo.numeric10 unique values
0 missing
SpMin3_Bh.i.numeric7 unique values
0 missing
Eig01_EA.dm.numeric7 unique values
0 missing
SpMin3_Bh.m.numeric14 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
SpMin3_Bh.p.numeric12 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
SpMin3_Bh.v.numeric11 unique values
0 missing
Eig02_AEA.bo.numeric15 unique values
0 missing
SpMin4_Bh.p.numeric12 unique values
0 missing
Eig02_AEA.ed.numeric14 unique values
0 missing
SpMin7_Bh.i.numeric13 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
DECCnumeric17 unique values
0 missing
Eig02_EAnumeric13 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Eig02_EA.bo.numeric12 unique values
0 missing
ECCnumeric19 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
MDDDnumeric19 unique values
0 missing
Eig02_EA.ed.numeric14 unique values
0 missing
MSDnumeric19 unique values
0 missing
Eig02_EA.ri.numeric13 unique values
0 missing
NsssCHnumeric4 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
S3Knumeric20 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
VARnumeric17 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
C.008numeric2 unique values
0 missing
Eig03_EA.bo.numeric14 unique values
0 missing
GATS5enumeric20 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
MATS4inumeric19 unique values
0 missing
Eig03_EA.ed.numeric10 unique values
0 missing
S2Knumeric16 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eig04_AEA.bo.numeric18 unique values
0 missing
RBFnumeric14 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
SIC0numeric15 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
JGI4numeric12 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
BIC2numeric20 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
CIC2numeric19 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
MATS5enumeric19 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
P_VSA_MR_2numeric9 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
SpMin3_Bh.s.numeric13 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
Hynumeric15 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MAXDPnumeric20 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
SdOnumeric8 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
SpMAD_AEA.dm.numeric19 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
ICRnumeric19 unique values
0 missing
Eig06_AEA.bo.numeric19 unique values
0 missing
AACnumeric16 unique values
0 missing
Eig06_AEA.dm.numeric20 unique values
0 missing
BIC3numeric20 unique values
0 missing
Eig06_AEA.ed.numeric18 unique values
0 missing
BIC4numeric17 unique values
0 missing
Eig06_AEA.ri.numeric19 unique values
0 missing
CIC3numeric18 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
CIC4numeric15 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
IC0numeric16 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
SIC3numeric18 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
SIC4numeric14 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig07_AEA.dm.numeric18 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig07_AEA.ed.numeric15 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
ARRnumeric14 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
ATS1enumeric16 unique values
0 missing
Eig07_EA.bo.numeric14 unique values
0 missing
ATS1inumeric16 unique values
0 missing
Eig07_EA.dm.numeric3 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig07_EA.ri.numeric15 unique values
0 missing
ATS1snumeric20 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
ATS2snumeric20 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
ATS3mnumeric20 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
ATS3pnumeric19 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
ATS3snumeric20 unique values
0 missing
Eig09_AEA.ri.numeric14 unique values
0 missing
ATS3vnumeric20 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
ATS4enumeric20 unique values
0 missing
Eig09_EA.bo.numeric14 unique values
0 missing
ATS4inumeric20 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
ATS4mnumeric20 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
ATS4pnumeric20 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
ATS4snumeric20 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
ATS4vnumeric20 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATS5enumeric20 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
ATS5inumeric20 unique values
0 missing
Eig10_AEA.ri.numeric15 unique values
0 missing
ATS5mnumeric20 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
ATS5pnumeric20 unique values
0 missing
Eig10_EA.bo.numeric15 unique values
0 missing
ATS5snumeric20 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
ATS5vnumeric19 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
ATS6enumeric20 unique values
0 missing
Eig10_EA.ri.numeric14 unique values
0 missing
ATS6inumeric20 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATS6mnumeric20 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
ATS6snumeric19 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
ATS6vnumeric20 unique values
0 missing
Eig11_EAnumeric14 unique values
0 missing
ATS7enumeric19 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
ATS7inumeric19 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
ATS7pnumeric19 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
ATS7snumeric19 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
ATS7vnumeric19 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATS8enumeric16 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
ATS8inumeric15 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig13_AEA.bo.numeric16 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
ATSC1snumeric20 unique values
0 missing
Eig13_EAnumeric15 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
Eig13_EA.bo.numeric14 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig13_EA.ed.numeric15 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
ATSC2snumeric20 unique values
0 missing
Eig14_AEA.dm.numeric16 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig14_AEA.ed.numeric14 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
ATSC3mnumeric20 unique values
0 missing
Eig14_EA.bo.numeric17 unique values
0 missing
ATSC3pnumeric20 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
ATSC3snumeric20 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
ATSC3vnumeric20 unique values
0 missing
Eig15_AEA.bo.numeric16 unique values
0 missing
ATSC4enumeric20 unique values
0 missing
Eig15_AEA.dm.numeric16 unique values
0 missing
ATSC4inumeric20 unique values
0 missing
Eig15_AEA.ed.numeric12 unique values
0 missing
ATSC4mnumeric20 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
ATSC4pnumeric20 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
ATSC4snumeric20 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
ATSC4vnumeric20 unique values
0 missing
Eig15_EA.ed.numeric14 unique values
0 missing
ATSC5enumeric20 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
ATSC5inumeric20 unique values
0 missing
Eta_alphanumeric15 unique values
0 missing
ATSC5mnumeric20 unique values
0 missing
ATSC5pnumeric20 unique values
0 missing
ATSC5snumeric20 unique values
0 missing
ATSC5vnumeric20 unique values
0 missing
ATSC6enumeric19 unique values
0 missing
ATSC6inumeric20 unique values
0 missing
ATSC6mnumeric20 unique values
0 missing
ATSC6pnumeric20 unique values
0 missing
ATSC6snumeric20 unique values
0 missing
ATSC6vnumeric20 unique values
0 missing
ATSC7enumeric20 unique values
0 missing
ATSC7inumeric19 unique values
0 missing
ATSC7mnumeric20 unique values
0 missing
ATSC7pnumeric20 unique values
0 missing
ATSC7snumeric20 unique values
0 missing
ATSC7vnumeric20 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
ATSC8inumeric15 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
BACnumeric8 unique values
0 missing
BBInumeric14 unique values
0 missing
BIC5numeric15 unique values
0 missing
BIDnumeric14 unique values
0 missing
BLInumeric19 unique values
0 missing
BLTA96numeric16 unique values
0 missing
BLTD48numeric16 unique values
0 missing
BLTF96numeric16 unique values
0 missing
C.numeric14 unique values
0 missing
C.001numeric3 unique values
0 missing
C.002numeric7 unique values
0 missing
C.003numeric3 unique values
0 missing
C.005numeric4 unique values
0 missing
C.011numeric2 unique values
0 missing
C.016numeric4 unique values
0 missing
C.017numeric3 unique values
0 missing
C.025numeric5 unique values
0 missing
C.029numeric2 unique values
0 missing
C.033numeric2 unique values
0 missing
C.034numeric4 unique values
0 missing
C.040numeric2 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
CATS2D_02_ALnumeric7 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric13 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
CATS2D_05_ALnumeric2 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
Show first 100 features

107 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
447
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
446
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
REPTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxMeansOfNumericAtts
1215.05
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
Quartile2SkewnessOfNumericAtts
-0.6
Second quartile (Median) of skewness among attributes of the numeric type.
RandomTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Dimensionality
21.29
Number of attributes divided by the number of instances.
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.72
Second quartile (Median) of standard deviation of attributes of the numeric type.
RandomTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.58
Minimum skewness among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
RandomTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
J48.00001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxSkewnessOfNumericAtts
4.58
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
2.28
Third quartile of kurtosis among attributes of the numeric type.
AutoCorrelation
0.23
Average class difference between consecutive instances.
RandomTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MaxStdDevOfNumericAtts
1030.24
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
PercentageOfNumericFeatures
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.73
Third quartile of means among attributes of the numeric type.
CfsSubsetEval_DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.00001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
PercentageOfSymbolicFeatures
0.22
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
CfsSubsetEval_DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
J48.0001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanKurtosisOfNumericAtts
1.36
Mean kurtosis among attributes of the numeric type.
NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.5
Third quartile of skewness among attributes of the numeric type.
CfsSubsetEval_DecisionStumpKappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMeansOfNumericAtts
10.42
Mean of means among attributes of the numeric type.
NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1KurtosisOfNumericAtts
-0.4
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.74
Third quartile of standard deviation of attributes of the numeric type.
CfsSubsetEval_NaiveBayesAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.0001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
Quartile1MeansOfNumericAtts
0.67
First quartile of means among attributes of the numeric type.
REPTreeDepth1AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesErrRate
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
RandomTreeDepth3Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
J48.001.AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
REPTreeDepth1ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_NaiveBayesKappa
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
CfsSubsetEval_kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
J48.001.ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile1SkewnessOfNumericAtts
-1.5
First quartile of skewness among attributes of the numeric type.
REPTreeDepth1Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
CfsSubsetEval_kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
J48.001.Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
MeanSkewnessOfNumericAtts
-0.46
Mean skewness among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.33
First quartile of standard deviation of attributes of the numeric type.
REPTreeDepth2AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
CfsSubsetEval_kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
kNN1NErrRate
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
5.99
Mean standard deviation of attributes of the numeric type.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
REPTreeDepth2ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
ClassEntropy
Entropy of the target attribute values.
kNN1NKappa
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2KurtosisOfNumericAtts
0.71
Second quartile (Median) of kurtosis among attributes of the numeric type.
REPTreeDepth2Kappa
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
REPTreeDepth3AUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpAUC
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.21
Minimum kurtosis among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.9
Second quartile (Median) of means among attributes of the numeric type.
REPTreeDepth3ErrRate
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
DecisionStumpErrRate
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.9
Minimum of means among attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Show all 107 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4228
0 runs - estimation_procedure: 50 times Clustering
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