Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962

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: CHEMBL5962 (TID: 101391), and it has 14 rows and 458 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.

460 features

pXC50 (target)numeric9 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
ATSC1snumeric14 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
ATS6snumeric14 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
ATS7inumeric14 unique values
0 missing
BLInumeric14 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
ATS7snumeric14 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
ATS7vnumeric14 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
ATS8inumeric14 unique values
0 missing
GATS1enumeric14 unique values
0 missing
ATS8mnumeric14 unique values
0 missing
GATS1snumeric14 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
ATS8snumeric14 unique values
0 missing
GATS3inumeric14 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
GATS5enumeric14 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
GATS5inumeric14 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
GATS6enumeric14 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
GATS7snumeric14 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
GATS8mnumeric14 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
H.050numeric5 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
Hynumeric14 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
JGI5numeric9 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
MATS1enumeric14 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
MATS1inumeric14 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
MATS1pnumeric13 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
MATS1snumeric13 unique values
0 missing
ATSC4pnumeric14 unique values
0 missing
MATS1vnumeric14 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
MATS3enumeric13 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
MATS5enumeric14 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
MATS5snumeric13 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
MATS6mnumeric12 unique values
0 missing
ATSC6inumeric14 unique values
0 missing
MATS6pnumeric13 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
MATS6vnumeric14 unique values
0 missing
ATSC7enumeric14 unique values
0 missing
MAXDNnumeric14 unique values
0 missing
ATSC7inumeric14 unique values
0 missing
nArOHnumeric5 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
nHDonnumeric5 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
NsOHnumeric5 unique values
0 missing
ATSC8enumeric13 unique values
0 missing
O.057numeric5 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
SaasCnumeric14 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
SaaSenumeric12 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
SdssCnumeric14 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
SpMAD_EAnumeric14 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
SpMAD_EA.dm.numeric13 unique values
0 missing
BACnumeric11 unique values
0 missing
SpMAD_EA.ed.numeric14 unique values
0 missing
BBInumeric11 unique values
0 missing
SsOHnumeric11 unique values
0 missing
BIC0numeric12 unique values
0 missing
X1Avnumeric14 unique values
0 missing
BIC1numeric13 unique values
0 missing
X2Avnumeric14 unique values
0 missing
BIC2numeric13 unique values
0 missing
X4Avnumeric10 unique values
0 missing
BIC3numeric14 unique values
0 missing
X4Anumeric8 unique values
0 missing
BIC4numeric14 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
BIDnumeric12 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
BLTA96numeric14 unique values
0 missing
MATS3mnumeric13 unique values
0 missing
BLTD48numeric13 unique values
0 missing
X0Avnumeric13 unique values
0 missing
BLTF96numeric13 unique values
0 missing
DECCnumeric14 unique values
0 missing
C.numeric14 unique values
0 missing
PCDnumeric14 unique values
0 missing
C.001numeric3 unique values
0 missing
X5Avnumeric8 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS3mnumeric14 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS5snumeric13 unique values
0 missing
C.024numeric8 unique values
0 missing
RBFnumeric12 unique values
0 missing
C.025numeric3 unique values
0 missing
SpMax7_Bh.m.numeric9 unique values
0 missing
C.026numeric4 unique values
0 missing
SssNHnumeric14 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
PW2numeric14 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
SpMin4_Bh.p.numeric13 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
SpMin7_Bh.p.numeric10 unique values
0 missing
CATS2D_02_ALnumeric2 unique values
0 missing
SpMin7_Bh.v.numeric11 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
CATS2D_02_LLnumeric10 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
DELSnumeric14 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
Eta_epsi_Anumeric14 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
CATS2D_04_DLnumeric4 unique values
0 missing
GATS3enumeric13 unique values
0 missing
CATS2D_04_LLnumeric3 unique values
0 missing
GATS7enumeric14 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
GATS8pnumeric14 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
CATS2D_05_DAnumeric3 unique values
0 missing
Psi_e_Anumeric14 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
Psi_i_Anumeric14 unique values
0 missing
CATS2D_05_LLnumeric4 unique values
0 missing
SM14_EA.ri.numeric13 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
SM15_EA.ri.numeric14 unique values
0 missing
CATS2D_06_ALnumeric5 unique values
0 missing
SpDiam_AEA.ed.numeric9 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
SpMAD_AEA.dm.numeric14 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
SpMAD_EA.ri.numeric14 unique values
0 missing
CATS2D_06_LLnumeric4 unique values
0 missing
SpMax2_Bh.s.numeric6 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
SpMax3_Bh.s.numeric9 unique values
0 missing
CATS2D_07_ALnumeric3 unique values
0 missing
SpMax4_Bh.s.numeric12 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
SpMax5_Bh.s.numeric11 unique values
0 missing
CATS2D_07_LLnumeric4 unique values
0 missing
SpMax6_Bh.s.numeric12 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
SpMax7_Bh.s.numeric13 unique values
0 missing
CATS2D_08_ALnumeric4 unique values
0 missing
TPSA.NO.numeric6 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
TPSA.Tot.numeric6 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
ATS3snumeric14 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Eig07_AEA.bo.numeric13 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
Eig07_EA.bo.numeric13 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
Eta_Bnumeric11 unique values
0 missing
CATS2D_09_ALnumeric5 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
MATS5mnumeric14 unique values
0 missing
CENTnumeric14 unique values
0 missing
Psi_i_snumeric13 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
Qindexnumeric8 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
SM03_EA.ri.numeric9 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
SM04_EA.bo.numeric14 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
SM05_AEA.bo.numeric14 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
SM05_AEA.ed.numeric14 unique values
0 missing
Chi0_EA.bo.numeric14 unique values
0 missing
SM05_EA.bo.numeric11 unique values
0 missing
Chi0_EA.dm.numeric11 unique values
0 missing
SM05_EA.ri.numeric11 unique values
0 missing
Chi0_EA.ed.numeric14 unique values
0 missing
SM06_AEA.bo.numeric14 unique values
0 missing
Chi0_EA.ri.numeric14 unique values
0 missing
SM06_AEA.ed.numeric14 unique values
0 missing
Chi1_AEA.bo.numeric14 unique values
0 missing
SM06_EA.bo.numeric14 unique values
0 missing
Chi1_AEA.dm.numeric14 unique values
0 missing
SM06_EA.ri.numeric14 unique values
0 missing
Chi1_AEA.ed.numeric14 unique values
0 missing
SM07_AEA.bo.numeric14 unique values
0 missing
Chi1_AEA.ri.numeric14 unique values
0 missing
SM07_AEA.ed.numeric14 unique values
0 missing
Chi1_EAnumeric14 unique values
0 missing
SM07_EAnumeric14 unique values
0 missing
Chi1_EA.bo.numeric14 unique values
0 missing
SM07_EA.bo.numeric13 unique values
0 missing
Chi1_EA.dm.numeric11 unique values
0 missing
SM07_EA.ri.numeric14 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
SM08_AEA.bo.numeric14 unique values
0 missing
Chi1_EA.ri.numeric14 unique values
0 missing
SM08_EAnumeric14 unique values
0 missing
CIC1numeric14 unique values
0 missing
SM08_EA.bo.numeric14 unique values
0 missing
CIC2numeric14 unique values
0 missing
SM08_EA.ri.numeric14 unique values
0 missing
CIC3numeric14 unique values
0 missing
SM09_EAnumeric14 unique values
0 missing
CIC4numeric14 unique values
0 missing
SM09_EA.bo.numeric14 unique values
0 missing
CIC5numeric14 unique values
0 missing
SM09_EA.ri.numeric14 unique values
0 missing
CIDnumeric14 unique values
0 missing
SM10_EAnumeric14 unique values
0 missing
Cl.089numeric2 unique values
0 missing
SM10_EA.bo.numeric14 unique values
0 missing
CMC.50numeric2 unique values
0 missing
SM10_EA.ri.numeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
SM11_EA.bo.numeric14 unique values
0 missing
CSInumeric14 unique values
0 missing
SM11_EA.ri.numeric14 unique values
0 missing
D.Dtr05numeric14 unique values
0 missing
SM12_EA.bo.numeric14 unique values
0 missing
D.Dtr06numeric14 unique values
0 missing
SM12_EA.ri.numeric14 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
SM13_EA.bo.numeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
SM13_EA.ri.numeric13 unique values
0 missing
DLS_02numeric2 unique values
0 missing
SM14_EA.bo.numeric14 unique values
0 missing
DLS_03numeric2 unique values
0 missing
SM15_EA.bo.numeric14 unique values
0 missing
DLS_04numeric5 unique values
0 missing
X3Avnumeric9 unique values
0 missing
DLS_05numeric2 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
DLS_06numeric2 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
DLS_consnumeric8 unique values
0 missing
SpMAD_AEA.bo.numeric13 unique values
0 missing
Dznumeric13 unique values
0 missing
SpMin5_Bh.s.numeric14 unique values
0 missing
ECCnumeric14 unique values
0 missing
ATS1inumeric14 unique values
0 missing
Eig01_AEA.bo.numeric12 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
ATS2inumeric13 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
ATS5inumeric14 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig01_EAnumeric12 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig01_EA.bo.numeric12 unique values
0 missing
ATS7enumeric14 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
Eig01_EA.ed.numeric9 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eig02_AEA.dm.numeric14 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
ATSC6enumeric13 unique values
0 missing
Eig02_AEA.ri.numeric13 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
Eig02_EA.dm.numeric5 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
CIC0numeric14 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
DBInumeric10 unique values
0 missing
Eig03_AEA.bo.numeric11 unique values
0 missing
Eig03_EA.dm.numeric3 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
Eta_sh_ynumeric14 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
GATS1inumeric14 unique values
0 missing
Eig03_AEA.ri.numeric11 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
Eig03_EAnumeric11 unique values
0 missing
GATS2inumeric14 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
GATS3vnumeric14 unique values
0 missing
Eig03_EA.ed.numeric11 unique values
0 missing
ICRnumeric13 unique values
0 missing
Eig04_AEA.bo.numeric14 unique values
0 missing
ISIZnumeric11 unique values
0 missing
Eig04_AEA.dm.numeric9 unique values
0 missing
MATS3inumeric14 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
Eig04_AEA.ri.numeric13 unique values
0 missing
MATS3vnumeric14 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
nATnumeric11 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
O.numeric14 unique values
0 missing
Eig04_EA.ed.numeric14 unique values
0 missing
ON0Vnumeric14 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
PHInumeric14 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
RBNnumeric6 unique values
0 missing
Eig05_AEA.dm.numeric11 unique values
0 missing
S2Knumeric14 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
SaaNnumeric14 unique values
0 missing
Eig05_AEA.ri.numeric12 unique values
0 missing
Senumeric14 unique values
0 missing
Eig05_EAnumeric11 unique values
0 missing
Sinumeric14 unique values
0 missing
Eig05_EA.bo.numeric11 unique values
0 missing
SM02_EA.dm.numeric7 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
SM11_AEA.ed.numeric14 unique values
0 missing
Eig05_EA.ed.numeric12 unique values
0 missing
SM11_EAnumeric14 unique values
0 missing
Eig05_EA.ri.numeric13 unique values
0 missing
SM12_AEA.ed.numeric14 unique values
0 missing
Eig06_AEA.dm.numeric11 unique values
0 missing
SM12_EAnumeric14 unique values
0 missing
Eig06_AEA.ed.numeric14 unique values
0 missing
SM13_AEA.ed.numeric14 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
SM13_EAnumeric14 unique values
0 missing
Eig06_EAnumeric13 unique values
0 missing
SM14_AEA.ed.numeric14 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
SM14_EAnumeric14 unique values
0 missing
Eig06_EA.ri.numeric14 unique values
0 missing
SM15_AEA.ed.numeric14 unique values
0 missing
Eig07_AEA.dm.numeric14 unique values
0 missing
SM15_EAnumeric14 unique values
0 missing
Eig07_AEA.ed.numeric12 unique values
0 missing
SpAD_EA.dm.numeric7 unique values
0 missing
Eig07_AEA.ri.numeric11 unique values
0 missing
SpMax5_Bh.i.numeric14 unique values
0 missing
Eig07_EAnumeric12 unique values
0 missing
SpMax6_Bh.e.numeric11 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
SpMax6_Bh.i.numeric11 unique values
0 missing
Eig07_EA.ri.numeric11 unique values
0 missing
SpMax6_Bh.p.numeric8 unique values
0 missing
Eig08_AEA.bo.numeric14 unique values
0 missing
SpMax6_Bh.v.numeric11 unique values
0 missing
Eig08_AEA.dm.numeric14 unique values
0 missing
SpMax7_Bh.e.numeric10 unique values
0 missing
Eig08_AEA.ed.numeric14 unique values
0 missing
SpMax7_Bh.i.numeric8 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
SpMax7_Bh.p.numeric10 unique values
0 missing
Eig08_EAnumeric12 unique values
0 missing
SpMax7_Bh.v.numeric11 unique values
0 missing
Eig08_EA.bo.numeric14 unique values
0 missing
SpMax8_Bh.s.numeric13 unique values
0 missing
Eig08_EA.ed.numeric13 unique values
0 missing
SpMin2_Bh.s.numeric10 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
SpMin4_Bh.v.numeric9 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
SpMin5_Bh.m.numeric11 unique values
0 missing
SpMin5_Bh.p.numeric12 unique values
0 missing
SpMin6_Bh.e.numeric13 unique values
0 missing
SpMin6_Bh.i.numeric14 unique values
0 missing
SpMin6_Bh.m.numeric7 unique values
0 missing
SpMin6_Bh.p.numeric12 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
SpMin6_Bh.v.numeric12 unique values
0 missing
SpMin7_Bh.e.numeric8 unique values
0 missing
SpMin7_Bh.i.numeric10 unique values
0 missing
SpMin7_Bh.m.numeric8 unique values
0 missing
SpMin7_Bh.s.numeric6 unique values
0 missing
VARnumeric13 unique values
0 missing
X1Anumeric12 unique values
0 missing
SpMAD_AEA.ri.numeric13 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
Eig04_EA.bo.numeric12 unique values
0 missing
Eig06_AEA.bo.numeric12 unique values
0 missing
Eig06_EA.bo.numeric12 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
SM14_AEA.ri.numeric12 unique values
0 missing
AACnumeric13 unique values
0 missing
AECCnumeric14 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
AMRnumeric14 unique values
0 missing
AMWnumeric14 unique values
0 missing
ARRnumeric12 unique values
0 missing
ATS1enumeric14 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
ATS1snumeric14 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
ATS2mnumeric14 unique values
0 missing
ATS2pnumeric14 unique values
0 missing
ATS2snumeric14 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
ATS3enumeric14 unique values
0 missing
ATS3inumeric14 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
ATS3pnumeric13 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
ATS4enumeric14 unique values
0 missing
ATS4inumeric14 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
ATS4snumeric14 unique values
0 missing
ATS4vnumeric13 unique values
0 missing
ATS5enumeric13 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
ATS5snumeric14 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
460
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
459
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
32.86
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.12
Second quartile (Median) of kurtosis among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanSkewnessOfNumericAtts
-0.17
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.6
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
2.89
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
-0.26
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
0.2
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.26
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
1327.07
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
1.13
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
8.89
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
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
3.74
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
0.41
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
410.75
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.97
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.89
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
1.04
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
0.59
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
13.81
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.86
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.62
Average class difference between consecutive instances.
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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5962
0 runs - estimation_procedure: 50 times Clustering
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