Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492

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: CHEMBL1949492 (TID: 104462), and it has 17 rows and 498 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.

500 features

pXC50 (target)numeric14 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
ATS4vnumeric16 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
BIC0numeric13 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
BIC1numeric15 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
BLTA96numeric12 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
BLTD48numeric11 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
BLTF96numeric11 unique values
0 missing
BIC5numeric13 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
Chi0_AEA.bo.numeric14 unique values
0 missing
CIC5numeric17 unique values
0 missing
Chi0_AEA.dm.numeric14 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
Chi0_AEA.ed.numeric14 unique values
0 missing
Eig10_AEA.bo.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric14 unique values
0 missing
Eig10_AEA.ri.numeric9 unique values
0 missing
Chi0_EAnumeric14 unique values
0 missing
Eig10_EAnumeric10 unique values
0 missing
Chi0_EA.bo.numeric17 unique values
0 missing
Eig10_EA.bo.numeric12 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
Eig10_EA.ri.numeric9 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
Eig11_AEA.bo.numeric11 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
Eig11_AEA.ri.numeric15 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
IC2numeric17 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
IC3numeric17 unique values
0 missing
CIC1numeric17 unique values
0 missing
IC4numeric17 unique values
0 missing
CIDnumeric16 unique values
0 missing
IC5numeric17 unique values
0 missing
CSInumeric16 unique values
0 missing
JGI2numeric12 unique values
0 missing
D.Dtr06numeric6 unique values
0 missing
Mvnumeric14 unique values
0 missing
ECCnumeric14 unique values
0 missing
piPC04numeric16 unique values
0 missing
Eig10_EA.ed.numeric15 unique values
0 missing
piPC05numeric12 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
SIC5numeric13 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
SM04_AEA.dm.numeric10 unique values
0 missing
Eig12_AEA.ri.numeric13 unique values
0 missing
SM06_AEA.dm.numeric15 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
SM06_EA.bo.numeric17 unique values
0 missing
Eig12_EA.ed.numeric14 unique values
0 missing
SM08_EA.bo.numeric17 unique values
0 missing
Eig12_EA.ri.numeric13 unique values
0 missing
SM10_EA.bo.numeric17 unique values
0 missing
Eig13_AEA.bo.numeric12 unique values
0 missing
SM11_AEA.ri.numeric15 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
SM12_EA.bo.numeric17 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
SM14_EA.bo.numeric17 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
SM15_EA.bo.numeric17 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
SpMax_EA.bo.numeric15 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
X4numeric16 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
ZM2Kupnumeric17 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
SpDiam_EA.bo.numeric17 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
Eta_beta_Anumeric15 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
GGI8numeric13 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
GMTInumeric16 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
IDEnumeric15 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
IDETnumeric16 unique values
0 missing
nBMnumeric6 unique values
0 missing
IDMTnumeric16 unique values
0 missing
PCDnumeric16 unique values
0 missing
IVDMnumeric15 unique values
0 missing
Ucnumeric6 unique values
0 missing
LPRSnumeric16 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
GATS3snumeric14 unique values
0 missing
MLOGP2numeric12 unique values
0 missing
MATS2inumeric15 unique values
0 missing
Mpnumeric14 unique values
0 missing
Eig05_AEA.bo.numeric9 unique values
0 missing
MSDnumeric16 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
nCnumeric8 unique values
0 missing
Eig11_EA.ed.numeric15 unique values
0 missing
nR06numeric3 unique values
0 missing
piPC07numeric16 unique values
0 missing
piPC06numeric15 unique values
0 missing
piPC10numeric16 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
SM05_AEA.dm.numeric13 unique values
0 missing
RDCHInumeric16 unique values
0 missing
SM06_AEA.ri.numeric15 unique values
0 missing
S0Knumeric13 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
SIC1numeric15 unique values
0 missing
ATSC1vnumeric16 unique values
0 missing
SM05_AEA.ri.numeric15 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
SM07_AEA.ri.numeric14 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
SM08_AEA.dm.numeric13 unique values
0 missing
SpMin2_Bh.e.numeric14 unique values
0 missing
SMTInumeric16 unique values
0 missing
SpMin2_Bh.i.numeric16 unique values
0 missing
Spnumeric15 unique values
0 missing
SpMin3_Bh.e.numeric13 unique values
0 missing
SpMax5_Bh.m.numeric14 unique values
0 missing
SpMin3_Bh.i.numeric13 unique values
0 missing
SpMaxA_AEA.bo.numeric14 unique values
0 missing
SpMin3_Bh.m.numeric9 unique values
0 missing
SpMaxA_AEA.ed.numeric16 unique values
0 missing
SpMin3_Bh.p.numeric12 unique values
0 missing
SpMaxA_AEA.ri.numeric16 unique values
0 missing
SpMin3_Bh.v.numeric10 unique values
0 missing
SpMaxA_EAnumeric14 unique values
0 missing
SpMin4_Bh.e.numeric13 unique values
0 missing
SpMaxA_EA.ed.numeric15 unique values
0 missing
SpMin4_Bh.m.numeric13 unique values
0 missing
SpMin1_Bh.e.numeric15 unique values
0 missing
SpMin5_Bh.v.numeric14 unique values
0 missing
SpMin2_Bh.v.numeric15 unique values
0 missing
SpMin7_Bh.e.numeric12 unique values
0 missing
SpMin4_Bh.i.numeric12 unique values
0 missing
SpMin7_Bh.i.numeric11 unique values
0 missing
SpMin4_Bh.v.numeric11 unique values
0 missing
SpMin7_Bh.m.numeric12 unique values
0 missing
Svnumeric15 unique values
0 missing
SpMin7_Bh.v.numeric10 unique values
0 missing
TIC3numeric17 unique values
0 missing
AMRnumeric17 unique values
0 missing
TIC4numeric17 unique values
0 missing
Eta_L_Anumeric15 unique values
0 missing
TIC5numeric17 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
TPCnumeric14 unique values
0 missing
ATS2enumeric17 unique values
0 missing
UNIPnumeric14 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
VARnumeric9 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
VvdwZAZnumeric16 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
Wapnumeric16 unique values
0 missing
ATS3enumeric17 unique values
0 missing
X1numeric15 unique values
0 missing
ATS3inumeric17 unique values
0 missing
X1Kupnumeric17 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
X1Madnumeric16 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
X1MulPernumeric17 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
X1Pernumeric17 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
X3numeric16 unique values
0 missing
Eig05_AEA.dm.numeric12 unique values
0 missing
X4solnumeric16 unique values
0 missing
Eig05_AEA.ri.numeric10 unique values
0 missing
X5numeric16 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
XMODnumeric16 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
Xunumeric16 unique values
0 missing
Eig05_EA.ri.numeric10 unique values
0 missing
X3vnumeric17 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
X4vnumeric17 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
SpMaxA_AEA.dm.numeric16 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
GATS1vnumeric15 unique values
0 missing
Eig13_EA.ed.numeric13 unique values
0 missing
Eig03_AEA.bo.numeric16 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
MATS7snumeric17 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
GATS2inumeric14 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig15_AEA.dm.numeric11 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig15_EAnumeric9 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig15_EA.ed.numeric10 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
ATS3snumeric17 unique values
0 missing
GATS1enumeric15 unique values
0 missing
ATS4enumeric17 unique values
0 missing
H.047numeric6 unique values
0 missing
ATS4inumeric17 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
MAXDPnumeric15 unique values
0 missing
ATS4snumeric17 unique values
0 missing
MWnumeric15 unique values
0 missing
ATS5enumeric16 unique values
0 missing
piIDnumeric16 unique values
0 missing
ATS5inumeric17 unique values
0 missing
piPC08numeric14 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
piPC09numeric16 unique values
0 missing
ATS5pnumeric16 unique values
0 missing
SM02_AEA.ri.numeric14 unique values
0 missing
ATS5snumeric17 unique values
0 missing
SM07_AEA.dm.numeric13 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
SM08_AEA.ri.numeric13 unique values
0 missing
ATS6enumeric16 unique values
0 missing
SM09_AEA.dm.numeric9 unique values
0 missing
ATS6inumeric17 unique values
0 missing
SM09_AEA.ri.numeric14 unique values
0 missing
ATS6mnumeric16 unique values
0 missing
SM10_AEA.ri.numeric10 unique values
0 missing
ATS6pnumeric16 unique values
0 missing
SM13_AEA.bo.numeric14 unique values
0 missing
ATS6snumeric17 unique values
0 missing
SM15_AEA.ri.numeric9 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
SpMin1_Bh.v.numeric17 unique values
0 missing
ATS7enumeric16 unique values
0 missing
SpMin5_Bh.e.numeric16 unique values
0 missing
ATS7inumeric15 unique values
0 missing
SpMin5_Bh.i.numeric13 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
SpMin5_Bh.p.numeric10 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
TIC1numeric17 unique values
0 missing
ATS8enumeric17 unique values
0 missing
X0vnumeric17 unique values
0 missing
ATS8inumeric17 unique values
0 missing
X1solnumeric14 unique values
0 missing
ATS8snumeric15 unique values
0 missing
X1vnumeric17 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
X3solnumeric16 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
X5solnumeric16 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
ATS2inumeric16 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
Eig11_AEA.ed.numeric15 unique values
0 missing
ATSC3enumeric17 unique values
0 missing
GGI9numeric12 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
ATSC4enumeric16 unique values
0 missing
P_VSA_MR_7numeric7 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
SM07_EA.bo.numeric17 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
SM09_EA.bo.numeric17 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
SM11_EA.bo.numeric17 unique values
0 missing
ATSC5inumeric15 unique values
0 missing
SM13_EA.bo.numeric17 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
ZM2Pernumeric17 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATS7snumeric16 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
PHInumeric17 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
ARRnumeric5 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
ATS1snumeric16 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
BIDnumeric10 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
C.numeric12 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
C.024numeric3 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
C.025numeric3 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
CATS2D_02_LLnumeric5 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
CENTnumeric16 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
Chi1_EA.ri.numeric15 unique values
0 missing
BACnumeric13 unique values
0 missing
Dznumeric11 unique values
0 missing
BBInumeric12 unique values
0 missing
Eig03_EA.bo.numeric16 unique values
0 missing
BIC2numeric15 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
BIC3numeric14 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
BIC4numeric15 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
BLInumeric17 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig08_EA.ri.numeric16 unique values
0 missing
C.002numeric4 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
C.006numeric2 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
C.007numeric2 unique values
0 missing
Eig11_EA.bo.numeric16 unique values
0 missing
C.008numeric4 unique values
0 missing
Eta_betanumeric11 unique values
0 missing
C.011numeric2 unique values
0 missing
GATS1inumeric16 unique values
0 missing
C.016numeric3 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
C.017numeric2 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
C.019numeric2 unique values
0 missing
HDcpxnumeric12 unique values
0 missing
C.021numeric2 unique values
0 missing
IDDEnumeric14 unique values
0 missing
C.022numeric2 unique values
0 missing
IDDMnumeric11 unique values
0 missing
C.026numeric3 unique values
0 missing
IDMnumeric15 unique values
0 missing
C.040numeric2 unique values
0 missing
MATS1inumeric16 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
MDDDnumeric16 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
MPC01numeric10 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
MPC08numeric13 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
MPC09numeric13 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
MPC10numeric15 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
MWC01numeric10 unique values
0 missing
CATS2D_03_ALnumeric7 unique values
0 missing
NaaCHnumeric3 unique values
0 missing
CATS2D_03_DAnumeric3 unique values
0 missing
NaasCnumeric3 unique values
0 missing
CATS2D_03_DLnumeric5 unique values
0 missing
nABnumeric2 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
nBnznumeric2 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
nBOnumeric10 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
nCarnumeric2 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
nCb.numeric3 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
nCbHnumeric3 unique values
0 missing
CATS2D_05_ALnumeric8 unique values
0 missing
nCsp2numeric6 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
nSKnumeric9 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
ON1numeric15 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
piPC01numeric11 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
piPC02numeric13 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
piPC03numeric12 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
P_VSA_LogP_3numeric5 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
P_VSA_LogP_5numeric4 unique values
0 missing
CATS2D_06_DLnumeric4 unique values
0 missing
P_VSA_MR_6numeric7 unique values
0 missing
CATS2D_06_LLnumeric7 unique values
0 missing
RDSQnumeric16 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
SaaCHnumeric5 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
SCBOnumeric11 unique values
0 missing
CATS2D_07_ALnumeric5 unique values
0 missing
SIC4numeric13 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
SM02_AEA.bo.numeric16 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
SM02_EA.bo.numeric13 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
SM04_EA.bo.numeric17 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
SM13_AEA.ri.numeric16 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
SM14_AEA.ri.numeric17 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
SMTIVnumeric17 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
SNarnumeric15 unique values
0 missing
CATS2D_08_DDnumeric2 unique values
0 missing
SpAD_AEA.bo.numeric17 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
SpAD_AEA.dm.numeric17 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
SpAD_AEA.ri.numeric16 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SpAD_EAnumeric16 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
SpAD_EA.bo.numeric17 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
SpAD_EA.ri.numeric16 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
SpMax1_Bh.p.numeric16 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
SpMax1_Bh.v.numeric16 unique values
0 missing
Chi1_EA.bo.numeric17 unique values
0 missing
SpMax5_Bh.e.numeric15 unique values
0 missing
CIC0numeric15 unique values
0 missing
SpMax5_Bh.i.numeric11 unique values
0 missing
CIC2numeric17 unique values
0 missing
SpMax5_Bh.p.numeric14 unique values
0 missing
CIC3numeric16 unique values
0 missing
SpMax5_Bh.v.numeric14 unique values
0 missing
CIC4numeric17 unique values
0 missing
SpMaxA_EA.ri.numeric15 unique values
0 missing
cRo5numeric2 unique values
0 missing
SpMin6_Bh.e.numeric16 unique values
0 missing
DBInumeric10 unique values
0 missing
SpMin6_Bh.i.numeric13 unique values
0 missing
D.Dtr03numeric6 unique values
0 missing
SpMin6_Bh.p.numeric12 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
SRW02numeric10 unique values
0 missing
D.Dtr10numeric2 unique values
0 missing
TIC2numeric17 unique values
0 missing
DECCnumeric14 unique values
0 missing
X0numeric16 unique values
0 missing
DELSnumeric17 unique values
0 missing
X0solnumeric16 unique values
0 missing
DLS_01numeric3 unique values
0 missing
X2numeric16 unique values
0 missing
DLS_02numeric3 unique values
0 missing
X2solnumeric16 unique values
0 missing
Xtnumeric15 unique values
0 missing
ZM2MulPernumeric17 unique values
0 missing
ZM2Vnumeric16 unique values
0 missing
SpMin1_Bh.p.numeric16 unique values
0 missing
SpMin2_Bh.p.numeric16 unique values
0 missing
SpMin5_Bh.m.numeric16 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
SpMAD_EA.bo.numeric17 unique values
0 missing
AECCnumeric14 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
500
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
499
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
29.41
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.04
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
0.18
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
3.76
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
99.53
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
0.1
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
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-1.26
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
45403.94
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
1.86
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
9.96
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.61
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
4.12
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
0.81
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15080.26
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
0.12
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.65
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
1.35
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
1.43
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
302.48
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.54
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.26
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.13
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-CHEMBL1949492
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1949492
0 runs - estimation_procedure: 50 times Clustering
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