Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871

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: CHEMBL3871 (TID: 12051), and it has 40 rows and 488 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.

490 features

pXC50 (target)numeric25 unique values
0 missing
molecule_id (row identifier)nominal40 unique values
0 missing
MLOGPnumeric32 unique values
0 missing
GATS1inumeric32 unique values
0 missing
MLOGP2numeric33 unique values
0 missing
Eig01_AEA.dm.numeric26 unique values
0 missing
nXnumeric5 unique values
0 missing
Eig01_AEA.ri.numeric32 unique values
0 missing
P_VSA_e_3numeric15 unique values
0 missing
Eig01_EA.ed.numeric28 unique values
0 missing
P_VSA_LogP_6numeric11 unique values
0 missing
NssCH2numeric6 unique values
0 missing
SpAD_EA.dm.numeric27 unique values
0 missing
SM10_AEA.dm.numeric28 unique values
0 missing
SpMax2_Bh.s.numeric18 unique values
0 missing
SpDiam_AEA.dm.numeric26 unique values
0 missing
SpMax3_Bh.s.numeric21 unique values
0 missing
SpDiam_EA.ed.numeric31 unique values
0 missing
SpMaxA_EA.dm.numeric23 unique values
0 missing
SpMax_AEA.dm.numeric26 unique values
0 missing
SM04_AEA.ed.numeric31 unique values
0 missing
SpMax_AEA.ri.numeric32 unique values
0 missing
Eig04_EA.dm.numeric19 unique values
0 missing
SpMax_EA.ed.numeric28 unique values
0 missing
P_VSA_i_4numeric19 unique values
0 missing
SM08_EA.ri.numeric37 unique values
0 missing
Eig04_AEA.dm.numeric33 unique values
0 missing
SM09_EA.ri.numeric32 unique values
0 missing
SpMin7_Bh.p.numeric27 unique values
0 missing
SM10_EA.ri.numeric36 unique values
0 missing
SpMin7_Bh.v.numeric31 unique values
0 missing
SM11_EA.ri.numeric38 unique values
0 missing
MATS8snumeric40 unique values
0 missing
GATS4snumeric36 unique values
0 missing
SM05_AEA.bo.numeric32 unique values
0 missing
C.006numeric4 unique values
0 missing
SpMax1_Bh.p.numeric25 unique values
0 missing
MATS1inumeric32 unique values
0 missing
BIC2numeric30 unique values
0 missing
nNnumeric4 unique values
0 missing
GATS2enumeric34 unique values
0 missing
SM08_EA.ed.numeric34 unique values
0 missing
SM03_EA.bo.numeric26 unique values
0 missing
SM09_EA.ed.numeric34 unique values
0 missing
SM04_EA.bo.numeric33 unique values
0 missing
SM10_EA.ed.numeric34 unique values
0 missing
SM05_EA.bo.numeric33 unique values
0 missing
SM11_EA.ed.numeric34 unique values
0 missing
SM06_EA.bo.numeric33 unique values
0 missing
SM12_EA.ed.numeric34 unique values
0 missing
SM07_EA.bo.numeric33 unique values
0 missing
SM13_EA.ed.numeric34 unique values
0 missing
ATSC8mnumeric40 unique values
0 missing
SM14_EA.ed.numeric31 unique values
0 missing
C.040numeric4 unique values
0 missing
SM15_EA.ed.numeric32 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig05_EA.dm.numeric17 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
N.numeric19 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
NsssNnumeric3 unique values
0 missing
C.026numeric8 unique values
0 missing
SdssCnumeric34 unique values
0 missing
ATS7pnumeric38 unique values
0 missing
SpMAD_EA.bo.numeric35 unique values
0 missing
ATSC8pnumeric40 unique values
0 missing
Eta_betaP_Anumeric26 unique values
0 missing
Eig03_AEA.ri.numeric36 unique values
0 missing
Eig01_AEA.ed.numeric23 unique values
0 missing
Eig03_EAnumeric32 unique values
0 missing
P_VSA_m_2numeric33 unique values
0 missing
SM02_EA.ed.numeric29 unique values
0 missing
SpMax_AEA.ed.numeric23 unique values
0 missing
SM11_AEA.bo.numeric32 unique values
0 missing
SM05_EA.ri.numeric36 unique values
0 missing
Spnumeric33 unique values
0 missing
SM06_EA.ri.numeric37 unique values
0 missing
VvdwZAZnumeric33 unique values
0 missing
SM07_EA.ri.numeric36 unique values
0 missing
Eig04_EA.bo.numeric33 unique values
0 missing
SM12_EA.ri.numeric38 unique values
0 missing
nCsp2numeric11 unique values
0 missing
Eta_beta_Anumeric31 unique values
0 missing
SM03_EA.ri.numeric31 unique values
0 missing
C.numeric25 unique values
0 missing
SM14_AEA.ri.numeric33 unique values
0 missing
MATS1vnumeric29 unique values
0 missing
CIC4numeric26 unique values
0 missing
P_VSA_LogP_5numeric23 unique values
0 missing
CIC5numeric24 unique values
0 missing
MATS5snumeric38 unique values
0 missing
SIC4numeric26 unique values
0 missing
PDInumeric29 unique values
0 missing
SIC5numeric25 unique values
0 missing
X5Anumeric17 unique values
0 missing
AMRnumeric35 unique values
0 missing
NdssCnumeric6 unique values
0 missing
ATS1vnumeric31 unique values
0 missing
CATS2D_03_AAnumeric6 unique values
0 missing
ATS2pnumeric35 unique values
0 missing
MATS2snumeric32 unique values
0 missing
ATS2vnumeric32 unique values
0 missing
Eig01_AEA.bo.numeric31 unique values
0 missing
ATS6enumeric40 unique values
0 missing
SpMax_AEA.bo.numeric31 unique values
0 missing
ATS6inumeric38 unique values
0 missing
nFnumeric4 unique values
0 missing
ATS7mnumeric39 unique values
0 missing
NsFnumeric4 unique values
0 missing
ATS7vnumeric40 unique values
0 missing
P_VSA_e_6numeric4 unique values
0 missing
ATS8pnumeric40 unique values
0 missing
SpMax1_Bh.s.numeric11 unique values
0 missing
ATS8vnumeric40 unique values
0 missing
SsFnumeric16 unique values
0 missing
ATSC3pnumeric37 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
ATSC6mnumeric40 unique values
0 missing
SM13_EA.ri.numeric40 unique values
0 missing
ATSC7vnumeric40 unique values
0 missing
SM14_EA.ri.numeric39 unique values
0 missing
Chi0_AEA.bo.numeric30 unique values
0 missing
SM15_EA.ri.numeric40 unique values
0 missing
Chi0_AEA.dm.numeric30 unique values
0 missing
SpDiam_EA.ri.numeric31 unique values
0 missing
Chi0_AEA.ed.numeric30 unique values
0 missing
SpMax_EA.ri.numeric31 unique values
0 missing
Chi0_AEA.ri.numeric30 unique values
0 missing
MATS8enumeric40 unique values
0 missing
Chi0_EAnumeric30 unique values
0 missing
MATS4enumeric36 unique values
0 missing
Chi0_EA.bo.numeric32 unique values
0 missing
N.072numeric3 unique values
0 missing
Chi0_EA.ed.numeric32 unique values
0 missing
BIC3numeric30 unique values
0 missing
Eig04_EA.ri.numeric40 unique values
0 missing
LOCnumeric27 unique values
0 missing
Eig07_AEA.bo.numeric29 unique values
0 missing
P_VSA_s_4numeric25 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
C.024numeric11 unique values
0 missing
Eig10_AEA.bo.numeric28 unique values
0 missing
NaaCHnumeric11 unique values
0 missing
Eig10_AEA.ed.numeric28 unique values
0 missing
nCbHnumeric11 unique values
0 missing
Eig10_AEA.ri.numeric32 unique values
0 missing
SM03_EA.ed.numeric28 unique values
0 missing
Eig11_AEA.ed.numeric32 unique values
0 missing
SM07_AEA.ed.numeric31 unique values
0 missing
Eig11_EA.ed.numeric29 unique values
0 missing
SM08_AEA.ed.numeric32 unique values
0 missing
Eig13_AEA.bo.numeric30 unique values
0 missing
SM09_AEA.ed.numeric32 unique values
0 missing
Eig15_AEA.dm.numeric34 unique values
0 missing
SM10_AEA.ed.numeric32 unique values
0 missing
Eta_Cnumeric40 unique values
0 missing
SM11_AEA.ed.numeric33 unique values
0 missing
GATS3vnumeric37 unique values
0 missing
SM12_AEA.ed.numeric32 unique values
0 missing
MATS3vnumeric34 unique values
0 missing
SM13_AEA.ed.numeric32 unique values
0 missing
MPC03numeric20 unique values
0 missing
Eta_betaS_Anumeric23 unique values
0 missing
MPC05numeric24 unique values
0 missing
SM05_EA.ed.numeric32 unique values
0 missing
MPC06numeric28 unique values
0 missing
SM06_EA.ed.numeric33 unique values
0 missing
piPC01numeric20 unique values
0 missing
SM07_EA.ed.numeric33 unique values
0 missing
piPC10numeric36 unique values
0 missing
SM14_AEA.ed.numeric33 unique values
0 missing
Psi_i_0numeric34 unique values
0 missing
SM15_AEA.ed.numeric33 unique values
0 missing
Psi_i_1numeric36 unique values
0 missing
MATS2mnumeric34 unique values
0 missing
PW5numeric25 unique values
0 missing
SM07_EAnumeric31 unique values
0 missing
SCBOnumeric20 unique values
0 missing
SM08_EAnumeric32 unique values
0 missing
SM02_AEA.bo.numeric27 unique values
0 missing
SM09_EAnumeric31 unique values
0 missing
SM06_AEA.ri.numeric29 unique values
0 missing
SM10_EAnumeric33 unique values
0 missing
SNarnumeric26 unique values
0 missing
SpDiam_AEA.ri.numeric38 unique values
0 missing
SpAD_AEA.dm.numeric40 unique values
0 missing
F.084numeric4 unique values
0 missing
SpMin3_Bh.i.numeric30 unique values
0 missing
X.numeric18 unique values
0 missing
X1Kupnumeric36 unique values
0 missing
RBFnumeric19 unique values
0 missing
X1MulPernumeric36 unique values
0 missing
GATS4enumeric36 unique values
0 missing
X1Pernumeric36 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
X3numeric32 unique values
0 missing
SsssNnumeric27 unique values
0 missing
Xtnumeric25 unique values
0 missing
P_VSA_LogP_2numeric14 unique values
0 missing
SpMax8_Bh.p.numeric26 unique values
0 missing
SpMax2_Bh.m.numeric30 unique values
0 missing
SpMax5_Bh.p.numeric34 unique values
0 missing
ATSC8inumeric39 unique values
0 missing
SM05_AEA.ed.numeric31 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
ATS7enumeric40 unique values
0 missing
Eig01_EAnumeric28 unique values
0 missing
SpMax8_Bh.v.numeric30 unique values
0 missing
nABnumeric6 unique values
0 missing
Eig10_EAnumeric29 unique values
0 missing
nBnznumeric4 unique values
0 missing
Eig10_EA.bo.numeric30 unique values
0 missing
nCarnumeric6 unique values
0 missing
Eig10_EA.ri.numeric34 unique values
0 missing
nCb.numeric10 unique values
0 missing
SM04_AEA.dm.numeric29 unique values
0 missing
SM09_AEA.bo.numeric28 unique values
0 missing
Eig09_AEA.ri.numeric37 unique values
0 missing
SM11_EAnumeric33 unique values
0 missing
SAtotnumeric33 unique values
0 missing
SM12_EAnumeric32 unique values
0 missing
ATS4enumeric37 unique values
0 missing
SM13_EAnumeric34 unique values
0 missing
ATS5enumeric39 unique values
0 missing
SM14_EAnumeric34 unique values
0 missing
Eig04_AEA.ri.numeric38 unique values
0 missing
SM15_EAnumeric34 unique values
0 missing
Eig04_EAnumeric32 unique values
0 missing
SpDiam_AEA.ed.numeric32 unique values
0 missing
SM12_AEA.bo.numeric32 unique values
0 missing
SpDiam_EAnumeric28 unique values
0 missing
Chi1_EA.bo.numeric33 unique values
0 missing
SpMax_EAnumeric28 unique values
0 missing
Eig09_AEA.bo.numeric31 unique values
0 missing
CATS2D_07_AAnumeric6 unique values
0 missing
SM02_EA.ri.numeric33 unique values
0 missing
MATS2inumeric31 unique values
0 missing
SpAD_AEA.ed.numeric34 unique values
0 missing
SpMax3_Bh.v.numeric34 unique values
0 missing
Eig14_AEA.dm.numeric32 unique values
0 missing
ATS6pnumeric39 unique values
0 missing
RDSQnumeric34 unique values
0 missing
ATSC5pnumeric40 unique values
0 missing
Eig10_EA.ed.numeric32 unique values
0 missing
ATSC6pnumeric40 unique values
0 missing
SM05_AEA.ri.numeric32 unique values
0 missing
ATSC7pnumeric40 unique values
0 missing
Eig03_EA.ri.numeric35 unique values
0 missing
Eig04_EA.ed.numeric33 unique values
0 missing
Eig11_AEA.bo.numeric22 unique values
0 missing
P_VSA_e_2numeric32 unique values
0 missing
Eig11_EAnumeric27 unique values
0 missing
SM04_EA.ri.numeric36 unique values
0 missing
Eig11_EA.bo.numeric32 unique values
0 missing
SM13_AEA.dm.numeric33 unique values
0 missing
Eig11_EA.ri.numeric35 unique values
0 missing
NaasCnumeric10 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
CATS2D_08_AAnumeric7 unique values
0 missing
Eig12_AEA.ri.numeric34 unique values
0 missing
TPSA.Tot.numeric28 unique values
0 missing
Eig15_AEA.ed.numeric26 unique values
0 missing
SpDiam_AEA.bo.numeric35 unique values
0 missing
S0Knumeric25 unique values
0 missing
CIC3numeric29 unique values
0 missing
SM05_AEA.dm.numeric27 unique values
0 missing
SIC3numeric29 unique values
0 missing
SpMax2_Bh.i.numeric29 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
SpMin2_Bh.v.numeric34 unique values
0 missing
Eig01_EA.bo.numeric22 unique values
0 missing
SpMin3_Bh.e.numeric36 unique values
0 missing
Eig02_EA.bo.numeric28 unique values
0 missing
Uinumeric11 unique values
0 missing
MATS1mnumeric30 unique values
0 missing
X4numeric33 unique values
0 missing
nCsp3numeric7 unique values
0 missing
SpMax5_Bh.v.numeric36 unique values
0 missing
NddssSnumeric3 unique values
0 missing
Eig04_AEA.bo.numeric35 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
Eig09_AEA.ed.numeric33 unique values
0 missing
nSO2Nnumeric3 unique values
0 missing
Eig09_EA.ed.numeric32 unique values
0 missing
P_VSA_s_1numeric3 unique values
0 missing
Eig09_EA.ri.numeric37 unique values
0 missing
S.110numeric3 unique values
0 missing
Eig13_AEA.ri.numeric30 unique values
0 missing
SaasCnumeric38 unique values
0 missing
SM04_AEA.ri.numeric32 unique values
0 missing
SddssSnumeric11 unique values
0 missing
SpAD_AEA.bo.numeric36 unique values
0 missing
SM08_EA.bo.numeric33 unique values
0 missing
SpAD_AEA.ri.numeric40 unique values
0 missing
SM09_EA.bo.numeric32 unique values
0 missing
SpAD_EAnumeric33 unique values
0 missing
SM10_EA.bo.numeric33 unique values
0 missing
SpAD_EA.ri.numeric40 unique values
0 missing
SM11_AEA.ri.numeric22 unique values
0 missing
SpMaxA_AEA.bo.numeric28 unique values
0 missing
SM11_EA.bo.numeric33 unique values
0 missing
X1Madnumeric36 unique values
0 missing
SM12_AEA.ri.numeric28 unique values
0 missing
ON0Vnumeric32 unique values
0 missing
SM12_EA.bo.numeric35 unique values
0 missing
VvdwMGnumeric33 unique values
0 missing
SM13_EA.bo.numeric36 unique values
0 missing
Vxnumeric33 unique values
0 missing
SM14_EA.bo.numeric35 unique values
0 missing
SpMax2_Bh.p.numeric34 unique values
0 missing
SM15_EA.bo.numeric36 unique values
0 missing
SpMax2_Bh.v.numeric35 unique values
0 missing
SpDiam_EA.bo.numeric22 unique values
0 missing
ATSC1pnumeric33 unique values
0 missing
SpMax1_Bh.m.numeric29 unique values
0 missing
AACnumeric32 unique values
0 missing
SpMax_EA.bo.numeric22 unique values
0 missing
AECCnumeric26 unique values
0 missing
CATS2D_02_AAnumeric7 unique values
0 missing
AMWnumeric31 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
ATS1enumeric32 unique values
0 missing
P_VSA_MR_6numeric33 unique values
0 missing
ATS1inumeric29 unique values
0 missing
BIC5numeric25 unique values
0 missing
ATS1mnumeric33 unique values
0 missing
MATS6vnumeric38 unique values
0 missing
ATS1pnumeric33 unique values
0 missing
P_VSA_i_2numeric32 unique values
0 missing
ATS1snumeric32 unique values
0 missing
GATS5vnumeric38 unique values
0 missing
ATS2enumeric32 unique values
0 missing
MATS5vnumeric36 unique values
0 missing
ATS2inumeric33 unique values
0 missing
MATS6enumeric39 unique values
0 missing
ATS2mnumeric34 unique values
0 missing
SM04_EA.ed.numeric31 unique values
0 missing
ATS2snumeric36 unique values
0 missing
SM06_AEA.ed.numeric29 unique values
0 missing
ATS3enumeric36 unique values
0 missing
SM06_EAnumeric32 unique values
0 missing
ATS3inumeric29 unique values
0 missing
SssCH2numeric31 unique values
0 missing
ATS3mnumeric37 unique values
0 missing
nCONNnumeric2 unique values
0 missing
ATS3snumeric36 unique values
0 missing
ARRnumeric18 unique values
0 missing
ATS4mnumeric37 unique values
0 missing
ATSC2pnumeric35 unique values
0 missing
ATS4snumeric40 unique values
0 missing
MATS3snumeric36 unique values
0 missing
ATS5mnumeric39 unique values
0 missing
SM05_EAnumeric27 unique values
0 missing
ATS5snumeric40 unique values
0 missing
SRW10numeric32 unique values
0 missing
ATS6mnumeric38 unique values
0 missing
Eta_betaPnumeric20 unique values
0 missing
ATS6snumeric40 unique values
0 missing
MWC08numeric34 unique values
0 missing
ATS7snumeric40 unique values
0 missing
MWC09numeric34 unique values
0 missing
ATS8enumeric39 unique values
0 missing
P_VSA_s_5numeric8 unique values
0 missing
ATS8inumeric38 unique values
0 missing
SpMin2_Bh.e.numeric31 unique values
0 missing
ATS8mnumeric39 unique values
0 missing
SpMin2_Bh.i.numeric32 unique values
0 missing
ATS8snumeric38 unique values
0 missing
TWCnumeric34 unique values
0 missing
ATSC1enumeric32 unique values
0 missing
O.058numeric4 unique values
0 missing
ATSC1mnumeric33 unique values
0 missing
Polnumeric20 unique values
0 missing
ATSC1snumeric35 unique values
0 missing
SRW06numeric31 unique values
0 missing
ATSC1vnumeric33 unique values
0 missing
SRW08numeric32 unique values
0 missing
ATSC2enumeric35 unique values
0 missing
SM10_EA.dm.numeric24 unique values
0 missing
ATSC2inumeric34 unique values
0 missing
SM12_EA.dm.numeric26 unique values
0 missing
ATSC2mnumeric34 unique values
0 missing
SM14_EA.dm.numeric26 unique values
0 missing
ATSC2snumeric37 unique values
0 missing
SM15_EA.dm.numeric21 unique values
0 missing
ATSC2vnumeric34 unique values
0 missing
CATS2D_04_ANnumeric4 unique values
0 missing
ATSC3enumeric37 unique values
0 missing
CATS2D_05_AAnumeric7 unique values
0 missing
ATSC3inumeric36 unique values
0 missing
MAXDNnumeric39 unique values
0 missing
ATSC3mnumeric37 unique values
0 missing
nArOHnumeric3 unique values
0 missing
ATSC3snumeric37 unique values
0 missing
nArXnumeric4 unique values
0 missing
ATSC3vnumeric36 unique values
0 missing
nROHnumeric3 unique values
0 missing
ATSC4enumeric37 unique values
0 missing
SpMAD_EA.dm.numeric33 unique values
0 missing
ATSC4inumeric36 unique values
0 missing
SpMax1_Bh.e.numeric29 unique values
0 missing
ATSC4mnumeric37 unique values
0 missing
MATS2enumeric34 unique values
0 missing
ATSC4snumeric40 unique values
0 missing
GATS2snumeric36 unique values
0 missing
ATSC5enumeric40 unique values
0 missing
ALOGPnumeric35 unique values
0 missing
ATSC5mnumeric40 unique values
0 missing
ALOGP2numeric35 unique values
0 missing
ATSC5snumeric40 unique values
0 missing
Eig03_AEA.bo.numeric32 unique values
0 missing
ATSC5vnumeric39 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
ATSC6enumeric40 unique values
0 missing
P_VSA_MR_2numeric15 unique values
0 missing
ATSC6snumeric40 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
ATSC6vnumeric40 unique values
0 missing
CIC2numeric31 unique values
0 missing
ATSC7enumeric39 unique values
0 missing
GATS4pnumeric33 unique values
0 missing
ATSC7snumeric40 unique values
0 missing
NdOnumeric6 unique values
0 missing
ATSC8enumeric40 unique values
0 missing
SdOnumeric40 unique values
0 missing
ATSC8snumeric40 unique values
0 missing
SIC2numeric30 unique values
0 missing
ATSC8vnumeric40 unique values
0 missing
SM06_AEA.bo.numeric33 unique values
0 missing
BACnumeric19 unique values
0 missing
SM07_AEA.bo.numeric32 unique values
0 missing
BBInumeric18 unique values
0 missing
SM08_AEA.bo.numeric33 unique values
0 missing
BIC0numeric29 unique values
0 missing
SpMax2_Bh.e.numeric31 unique values
0 missing
BIC1numeric30 unique values
0 missing
ATSC1inumeric32 unique values
0 missing
BIDnumeric22 unique values
0 missing
MWC10numeric34 unique values
0 missing
BLInumeric35 unique values
0 missing
nDBnumeric6 unique values
0 missing
Br.094numeric2 unique values
0 missing
SpMax3_Bh.p.numeric31 unique values
0 missing
C.001numeric3 unique values
0 missing
ATS3pnumeric37 unique values
0 missing
C.002numeric3 unique values
0 missing
ATS3vnumeric35 unique values
0 missing
C.003numeric3 unique values
0 missing
ATS4inumeric35 unique values
0 missing
C.005numeric3 unique values
0 missing
ATS4pnumeric37 unique values
0 missing
C.009numeric2 unique values
0 missing
ATS4vnumeric35 unique values
0 missing
C.011numeric2 unique values
0 missing
ATS5inumeric35 unique values
0 missing
C.013numeric2 unique values
0 missing
ATS5pnumeric40 unique values
0 missing
C.015numeric2 unique values
0 missing
ATS5vnumeric40 unique values
0 missing
C.016numeric3 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
C.017numeric2 unique values
0 missing
ATS7inumeric39 unique values
0 missing
C.018numeric2 unique values
0 missing
ATSC4pnumeric37 unique values
0 missing
C.019numeric3 unique values
0 missing
ATSC5inumeric37 unique values
0 missing
ATSC6inumeric38 unique values
0 missing
ATSC7inumeric38 unique values
0 missing
GGI5numeric33 unique values
0 missing
MAXDPnumeric36 unique values
0 missing
piPC05numeric33 unique values
0 missing
SpMax1_Bh.i.numeric26 unique values
0 missing
SpMin7_Bh.e.numeric32 unique values
0 missing
SpMin7_Bh.i.numeric26 unique values
0 missing
BIC4numeric27 unique values
0 missing
ATSC4vnumeric37 unique values
0 missing
ATSC7mnumeric40 unique values
0 missing
BLTA96numeric29 unique values
0 missing
BLTD48numeric32 unique values
0 missing
BLTF96numeric29 unique values
0 missing
DECCnumeric28 unique values
0 missing
Eig02_EA.dm.numeric16 unique values
0 missing
Eta_sh_xnumeric12 unique values
0 missing
GATS4inumeric33 unique values
0 missing
IVDEnumeric28 unique values
0 missing
MATS4inumeric33 unique values
0 missing
MATS5enumeric40 unique values
0 missing
MATS7inumeric35 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
40
Number of instances (rows) of the dataset.
NumberOfFeatures
490
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
489
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
12.25
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.9
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
-0.3
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.79
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
3.06
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
-0.17
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.11
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.5
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
40
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.84
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
385.17
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
5.17
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
99.8
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
10
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.63
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
6.32
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
0.66
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
76.46
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.01
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.35
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
0.95
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
3.9
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
12.45
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.09
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.43
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.26
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-CHEMBL3871
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3871
0 runs - estimation_procedure: 50 times Clustering
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