Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844

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: CHEMBL2150844 (TID: 105195), and it has 13 rows and 444 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.

446 features

pXC50 (target)numeric10 unique values
0 missing
molecule_id (row identifier)nominal13 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
Eig08_AEA.bo.numeric11 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
Eig08_EA.bo.numeric11 unique values
0 missing
CATS2D_08_PLnumeric4 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
Eig12_EA.bo.numeric10 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
CATS2D_09_DAnumeric2 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
Eig15_AEA.bo.numeric9 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
Eig15_AEA.dm.numeric9 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
GATS5inumeric12 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GATS5vnumeric13 unique values
0 missing
CATS2D_09_PLnumeric4 unique values
0 missing
MATS3enumeric12 unique values
0 missing
CENTnumeric12 unique values
0 missing
MATS5vnumeric12 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
Minumeric6 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
piIDnumeric13 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
piPC01numeric10 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
piPC03numeric10 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
piPC04numeric11 unique values
0 missing
Chi0_EA.bo.numeric13 unique values
0 missing
piPC05numeric13 unique values
0 missing
Chi0_EA.dm.numeric13 unique values
0 missing
piPC06numeric13 unique values
0 missing
Chi0_EA.ed.numeric11 unique values
0 missing
piPC07numeric13 unique values
0 missing
Chi0_EA.ri.numeric12 unique values
0 missing
piPC08numeric13 unique values
0 missing
Chi1_AEA.bo.numeric11 unique values
0 missing
piPC09numeric13 unique values
0 missing
Chi1_AEA.dm.numeric11 unique values
0 missing
piPC10numeric13 unique values
0 missing
Chi1_AEA.ed.numeric11 unique values
0 missing
SCBOnumeric10 unique values
0 missing
Chi1_AEA.ri.numeric11 unique values
0 missing
SM02_AEA.bo.numeric11 unique values
0 missing
Chi1_EAnumeric11 unique values
0 missing
SM03_AEA.bo.numeric13 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
SM04_AEA.bo.numeric13 unique values
0 missing
Chi1_EA.dm.numeric13 unique values
0 missing
SM05_AEA.bo.numeric13 unique values
0 missing
Chi1_EA.ed.numeric12 unique values
0 missing
SM05_EA.bo.numeric12 unique values
0 missing
Chi1_EA.ri.numeric12 unique values
0 missing
SM06_AEA.bo.numeric13 unique values
0 missing
CIC0numeric12 unique values
0 missing
SM06_EA.bo.numeric12 unique values
0 missing
CIC1numeric13 unique values
0 missing
SM07_AEA.bo.numeric13 unique values
0 missing
CIC2numeric13 unique values
0 missing
SM07_EA.bo.numeric12 unique values
0 missing
CIC3numeric12 unique values
0 missing
SM08_EA.bo.numeric13 unique values
0 missing
CIC4numeric12 unique values
0 missing
SM09_EA.bo.numeric13 unique values
0 missing
CIC5numeric12 unique values
0 missing
SM10_EA.bo.numeric12 unique values
0 missing
CIDnumeric11 unique values
0 missing
SM11_EA.bo.numeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM12_EA.bo.numeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
SM13_EA.bo.numeric13 unique values
0 missing
DBInumeric11 unique values
0 missing
SM14_EA.bo.numeric13 unique values
0 missing
D.Dtr05numeric2 unique values
0 missing
SM15_EA.bo.numeric12 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
SpAD_EA.bo.numeric13 unique values
0 missing
D.Dtr09numeric2 unique values
0 missing
SpDiam_AEA.bo.numeric11 unique values
0 missing
D.Dtr10numeric12 unique values
0 missing
SpMax1_Bh.e.numeric12 unique values
0 missing
DELSnumeric13 unique values
0 missing
SpMax1_Bh.i.numeric11 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SpMax1_Bh.m.numeric12 unique values
0 missing
DLS_02numeric3 unique values
0 missing
SpMax1_Bh.p.numeric13 unique values
0 missing
DLS_03numeric3 unique values
0 missing
SpMax1_Bh.v.numeric11 unique values
0 missing
DLS_04numeric3 unique values
0 missing
SpMax_AEA.bo.numeric10 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ZM1Pernumeric13 unique values
0 missing
DLS_06numeric3 unique values
0 missing
ZM1Vnumeric12 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ZM2Kupnumeric13 unique values
0 missing
DLS_consnumeric7 unique values
0 missing
ZM2MulPernumeric13 unique values
0 missing
Dznumeric9 unique values
0 missing
ZM2Pernumeric13 unique values
0 missing
ECCnumeric12 unique values
0 missing
ZM2Vnumeric12 unique values
0 missing
Eig01_AEA.dm.numeric2 unique values
0 missing
MATS1snumeric13 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
IDDEnumeric12 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
DECCnumeric12 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
Eig05_AEA.bo.numeric12 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
Eig12_AEA.dm.numeric13 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
GATS3mnumeric12 unique values
0 missing
Eig01_EA.ri.numeric11 unique values
0 missing
GMTIVnumeric13 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
GNarnumeric10 unique values
0 missing
Eig02_AEA.dm.numeric4 unique values
0 missing
Vindexnumeric10 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
Xindexnumeric11 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
Yindexnumeric11 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
GATS4inumeric11 unique values
0 missing
Eig02_EA.bo.numeric8 unique values
0 missing
MATS7vnumeric13 unique values
0 missing
Eig02_EA.ed.numeric9 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
Menumeric10 unique values
0 missing
Eig03_AEA.bo.numeric12 unique values
0 missing
SpMAD_AEA.ed.numeric11 unique values
0 missing
Eig03_AEA.dm.numeric7 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
Eig13_AEA.dm.numeric10 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
SM08_AEA.bo.numeric13 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
SM15_AEA.ri.numeric11 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
AACnumeric12 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig03_EA.ri.numeric7 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig04_AEA.dm.numeric11 unique values
0 missing
AMWnumeric12 unique values
0 missing
Eig04_AEA.ed.numeric11 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig04_AEA.ri.numeric11 unique values
0 missing
ATS1enumeric12 unique values
0 missing
Eig04_EAnumeric11 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ATS1pnumeric12 unique values
0 missing
Eig04_EA.ed.numeric12 unique values
0 missing
ATS1snumeric12 unique values
0 missing
Eig04_EA.ri.numeric11 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig05_EAnumeric12 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS2snumeric13 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
ATS2vnumeric13 unique values
0 missing
Eig05_EA.ri.numeric12 unique values
0 missing
ATS3enumeric13 unique values
0 missing
Eig06_AEA.bo.numeric4 unique values
0 missing
ATS3inumeric13 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
ATS3mnumeric13 unique values
0 missing
Eig06_AEA.ed.numeric6 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
Eig06_AEA.ri.numeric6 unique values
0 missing
ATS3snumeric13 unique values
0 missing
Eig06_EAnumeric6 unique values
0 missing
ATS3vnumeric13 unique values
0 missing
Eig06_EA.bo.numeric5 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig06_EA.dm.numeric6 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig06_EA.ed.numeric12 unique values
0 missing
ATS4mnumeric13 unique values
0 missing
Eig06_EA.ri.numeric6 unique values
0 missing
ATS4pnumeric13 unique values
0 missing
Eig07_AEA.bo.numeric7 unique values
0 missing
ATS4snumeric13 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
Eig07_AEA.ed.numeric9 unique values
0 missing
ATS5enumeric13 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
ATS5inumeric12 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
ATS5mnumeric13 unique values
0 missing
Eig07_EA.bo.numeric5 unique values
0 missing
ATS5pnumeric13 unique values
0 missing
Eig07_EA.dm.numeric4 unique values
0 missing
ATS5snumeric13 unique values
0 missing
Eig07_EA.ed.numeric11 unique values
0 missing
ATS5vnumeric13 unique values
0 missing
Eig07_EA.ri.numeric10 unique values
0 missing
ATS6enumeric13 unique values
0 missing
Eig08_AEA.dm.numeric10 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig08_AEA.ed.numeric5 unique values
0 missing
ATS6mnumeric13 unique values
0 missing
Eig08_AEA.ri.numeric12 unique values
0 missing
ATS6pnumeric13 unique values
0 missing
Eig08_EAnumeric10 unique values
0 missing
ATS6snumeric13 unique values
0 missing
Eig08_EA.dm.numeric2 unique values
0 missing
ATS6vnumeric13 unique values
0 missing
Eig08_EA.ed.numeric6 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig08_EA.ri.numeric11 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig09_AEA.bo.numeric12 unique values
0 missing
ATS7mnumeric13 unique values
0 missing
Eig09_AEA.dm.numeric12 unique values
0 missing
ATS7pnumeric13 unique values
0 missing
Eig09_AEA.ed.numeric10 unique values
0 missing
ATS7snumeric13 unique values
0 missing
Eig09_AEA.ri.numeric12 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
ATS8enumeric13 unique values
0 missing
Eig09_EA.bo.numeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig09_EA.ed.numeric12 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig09_EA.ri.numeric12 unique values
0 missing
ATS8pnumeric13 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
ATS8snumeric13 unique values
0 missing
Eig10_AEA.dm.numeric13 unique values
0 missing
ATS8vnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric11 unique values
0 missing
ATSC1enumeric13 unique values
0 missing
Eig10_AEA.ri.numeric11 unique values
0 missing
ATSC1inumeric12 unique values
0 missing
Eig10_EAnumeric12 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig10_EA.bo.numeric11 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig10_EA.ed.numeric12 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
Eig10_EA.ri.numeric12 unique values
0 missing
ATSC1vnumeric13 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig11_AEA.dm.numeric13 unique values
0 missing
ATSC2inumeric11 unique values
0 missing
Eig11_AEA.ed.numeric12 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig11_EAnumeric11 unique values
0 missing
ATSC2snumeric13 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig11_EA.ed.numeric11 unique values
0 missing
ATSC3enumeric11 unique values
0 missing
Eig11_EA.ri.numeric12 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eig12_AEA.ed.numeric11 unique values
0 missing
ATSC3mnumeric13 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
ATSC3pnumeric13 unique values
0 missing
Eig12_EAnumeric11 unique values
0 missing
ATSC3snumeric13 unique values
0 missing
Eig12_EA.ed.numeric10 unique values
0 missing
ATSC3vnumeric13 unique values
0 missing
Eig12_EA.ri.numeric8 unique values
0 missing
ATSC4enumeric13 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
ATSC4inumeric13 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
ATSC4mnumeric13 unique values
0 missing
Eig13_AEA.ri.numeric7 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eig13_EAnumeric5 unique values
0 missing
ATSC4snumeric13 unique values
0 missing
Eig13_EA.bo.numeric12 unique values
0 missing
ATSC4vnumeric13 unique values
0 missing
Eig13_EA.ed.numeric6 unique values
0 missing
ATSC5enumeric13 unique values
0 missing
Eig13_EA.ri.numeric8 unique values
0 missing
ATSC5inumeric13 unique values
0 missing
Eig14_AEA.dm.numeric8 unique values
0 missing
ATSC5mnumeric13 unique values
0 missing
Eig14_AEA.ed.numeric11 unique values
0 missing
ATSC5pnumeric13 unique values
0 missing
Eig14_AEA.ri.numeric12 unique values
0 missing
ATSC5snumeric13 unique values
0 missing
Eig14_EAnumeric10 unique values
0 missing
ATSC5vnumeric13 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig14_EA.ri.numeric11 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eig15_AEA.ed.numeric11 unique values
0 missing
ATSC6mnumeric13 unique values
0 missing
Eig15_AEA.ri.numeric10 unique values
0 missing
ATSC6pnumeric13 unique values
0 missing
Eig15_EAnumeric12 unique values
0 missing
ATSC6snumeric13 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC6vnumeric13 unique values
0 missing
Eig15_EA.ed.numeric12 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
Eig15_EA.ri.numeric10 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
ATSC7mnumeric13 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
ATSC7pnumeric13 unique values
0 missing
Eta_Bnumeric9 unique values
0 missing
ATSC7snumeric13 unique values
0 missing
Eta_B_Anumeric6 unique values
0 missing
ATSC7vnumeric13 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
Eta_beta_Anumeric12 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATSC8mnumeric13 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
ATSC8pnumeric13 unique values
0 missing
Eta_betaSnumeric10 unique values
0 missing
ATSC8snumeric13 unique values
0 missing
Eta_betaS_Anumeric10 unique values
0 missing
ATSC8vnumeric13 unique values
0 missing
Eta_Cnumeric13 unique values
0 missing
BACnumeric9 unique values
0 missing
Eta_C_Anumeric13 unique values
0 missing
BBInumeric8 unique values
0 missing
Eta_epsinumeric12 unique values
0 missing
BIC0numeric12 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
BIC1numeric13 unique values
0 missing
Eta_Fnumeric13 unique values
0 missing
BIC2numeric13 unique values
0 missing
Eta_F_Anumeric13 unique values
0 missing
BIC3numeric10 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
BIC4numeric9 unique values
0 missing
BIC5numeric9 unique values
0 missing
BIDnumeric8 unique values
0 missing
BLInumeric13 unique values
0 missing
BLTA96numeric12 unique values
0 missing
BLTD48numeric12 unique values
0 missing
BLTF96numeric12 unique values
0 missing
Br.091numeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
C.numeric10 unique values
0 missing
C.001numeric2 unique values
0 missing
C.002numeric2 unique values
0 missing
C.005numeric2 unique values
0 missing
C.006numeric3 unique values
0 missing
C.007numeric2 unique values
0 missing
C.008numeric3 unique values
0 missing
C.015numeric3 unique values
0 missing
C.016numeric3 unique values
0 missing
C.024numeric4 unique values
0 missing
C.025numeric2 unique values
0 missing
C.026numeric3 unique values
0 missing
C.028numeric2 unique values
0 missing
C.040numeric3 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
CATS2D_02_LLnumeric3 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
CATS2D_06_PLnumeric3 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
CATS2D_07_APnumeric3 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
CATS2D_08_ALnumeric7 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
CATS2D_08_APnumeric3 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
13
Number of instances (rows) of the dataset.
NumberOfFeatures
446
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
445
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
3.61
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
1.69
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
14101.14
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.02
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.94
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.38
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
2.44
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
178.48
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
0.16
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.12
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.43
Average class difference between consecutive instances.
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.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.38
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
34.31
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.95
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.71
Second quartile (Median) of means 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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
36
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
0.93
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.36
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.26
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
13
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.63
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
66941.31
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
3.71
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
6.54
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.61
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2150844
0 runs - estimation_procedure: 50 times Clustering
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