Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610

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: CHEMBL5610 (TID: 101036), and it has 25 rows and 508 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.

510 features

pXC50 (target)numeric24 unique values
0 missing
molecule_id (row identifier)nominal25 unique values
0 missing
SM03_EA.dm.numeric6 unique values
0 missing
ATS2mnumeric23 unique values
0 missing
SM04_EA.dm.numeric11 unique values
0 missing
ATS4mnumeric24 unique values
0 missing
SM05_EA.dm.numeric6 unique values
0 missing
BBInumeric18 unique values
0 missing
SM06_EA.dm.numeric11 unique values
0 missing
Chi0_EA.dm.numeric21 unique values
0 missing
SM07_EA.dm.numeric7 unique values
0 missing
Chi1_EA.dm.numeric22 unique values
0 missing
SM08_EA.dm.numeric10 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
SM09_EA.dm.numeric7 unique values
0 missing
Eig04_EA.bo.numeric13 unique values
0 missing
SM10_EA.dm.numeric9 unique values
0 missing
Eig05_AEA.ri.numeric20 unique values
0 missing
SM11_EA.dm.numeric7 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
SM12_EA.dm.numeric8 unique values
0 missing
Eig05_EA.ri.numeric19 unique values
0 missing
SM13_EA.dm.numeric7 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
SM14_EA.dm.numeric8 unique values
0 missing
Eig06_AEA.ri.numeric14 unique values
0 missing
SM15_EA.dm.numeric7 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
SpAD_EA.dm.numeric11 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
SpDiam_AEA.bo.numeric7 unique values
0 missing
Eig06_EA.ed.numeric15 unique values
0 missing
SpDiam_EA.dm.numeric5 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
SpMAD_AEA.dm.numeric17 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
SpMAD_AEA.ri.numeric17 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
SpMAD_EAnumeric16 unique values
0 missing
Eig07_EAnumeric18 unique values
0 missing
SpMAD_EA.ed.numeric20 unique values
0 missing
Eig07_EA.bo.numeric18 unique values
0 missing
SpMax_EA.dm.numeric5 unique values
0 missing
Eig07_EA.ed.numeric13 unique values
0 missing
SpMin3_Bh.p.numeric4 unique values
0 missing
Eig07_EA.ri.numeric13 unique values
0 missing
SsssNnumeric19 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
X2numeric21 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
X2solnumeric21 unique values
0 missing
Eig08_EA.ed.numeric19 unique values
0 missing
X3Anumeric10 unique values
0 missing
Eig09_AEA.dm.numeric20 unique values
0 missing
X4Anumeric8 unique values
0 missing
Eig09_AEA.ed.numeric20 unique values
0 missing
ZM1Madnumeric22 unique values
0 missing
Eig09_EA.ed.numeric20 unique values
0 missing
ZM1MulPernumeric24 unique values
0 missing
Eig10_AEA.dm.numeric25 unique values
0 missing
ZM1Pernumeric24 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
ZM1Vnumeric21 unique values
0 missing
Eig11_EA.bo.numeric15 unique values
0 missing
SpMax1_Bh.e.numeric14 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
SpMax6_Bh.m.numeric15 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
SpMin3_Bh.m.numeric9 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
SpMin4_Bh.v.numeric8 unique values
0 missing
Eig13_EA.bo.numeric18 unique values
0 missing
ATS2pnumeric22 unique values
0 missing
Eig13_EA.ed.numeric19 unique values
0 missing
ATS2vnumeric22 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
ATS3mnumeric22 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
ATS3pnumeric23 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
ATS3vnumeric23 unique values
0 missing
GATS6enumeric23 unique values
0 missing
ATS4enumeric24 unique values
0 missing
GATS6mnumeric21 unique values
0 missing
ATS4pnumeric25 unique values
0 missing
GATS6snumeric24 unique values
0 missing
ATS4snumeric25 unique values
0 missing
GATS7mnumeric23 unique values
0 missing
ATS4vnumeric24 unique values
0 missing
IC5numeric22 unique values
0 missing
ATS5enumeric23 unique values
0 missing
LLS_02numeric3 unique values
0 missing
ATS5pnumeric24 unique values
0 missing
MATS4inumeric24 unique values
0 missing
ATS5vnumeric24 unique values
0 missing
MATS6snumeric22 unique values
0 missing
ATS6pnumeric23 unique values
0 missing
MATS7mnumeric21 unique values
0 missing
ATS6vnumeric24 unique values
0 missing
MATS7vnumeric21 unique values
0 missing
ATS7pnumeric23 unique values
0 missing
MAXDPnumeric25 unique values
0 missing
ATS7vnumeric24 unique values
0 missing
MPC02numeric18 unique values
0 missing
ATSC3inumeric24 unique values
0 missing
MPC03numeric17 unique values
0 missing
ATSC3pnumeric24 unique values
0 missing
MPC04numeric19 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
MPC05numeric18 unique values
0 missing
ATSC4pnumeric25 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATSC4vnumeric24 unique values
0 missing
MPC07numeric20 unique values
0 missing
ATSC5inumeric24 unique values
0 missing
MPC08numeric20 unique values
0 missing
ATSC5pnumeric25 unique values
0 missing
MPC09numeric21 unique values
0 missing
ATSC6inumeric25 unique values
0 missing
MPC10numeric20 unique values
0 missing
ATSC6pnumeric25 unique values
0 missing
MWC03numeric20 unique values
0 missing
ATSC6vnumeric25 unique values
0 missing
MWC04numeric21 unique values
0 missing
ATSC7inumeric24 unique values
0 missing
MWC05numeric21 unique values
0 missing
ATSC7pnumeric25 unique values
0 missing
MWC06numeric21 unique values
0 missing
ATSC7vnumeric25 unique values
0 missing
MWC07numeric21 unique values
0 missing
ATSC8pnumeric25 unique values
0 missing
MWC08numeric20 unique values
0 missing
Eig01_AEA.dm.numeric15 unique values
0 missing
MWC09numeric20 unique values
0 missing
Eig01_AEA.ed.numeric10 unique values
0 missing
MWC10numeric21 unique values
0 missing
Eig01_AEA.ri.numeric12 unique values
0 missing
nCICnumeric4 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
nCIRnumeric4 unique values
0 missing
Eig01_EA.ed.numeric12 unique values
0 missing
NNRSnumeric4 unique values
0 missing
Eig01_EA.ri.numeric8 unique values
0 missing
NRSnumeric4 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
piIDnumeric21 unique values
0 missing
Eig02_AEA.ri.numeric14 unique values
0 missing
piPC02numeric19 unique values
0 missing
Eig02_EA.ri.numeric12 unique values
0 missing
piPC03numeric21 unique values
0 missing
Eig03_AEA.ed.numeric10 unique values
0 missing
piPC04numeric22 unique values
0 missing
Eig03_EA.ed.numeric12 unique values
0 missing
piPC05numeric22 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
piPC06numeric21 unique values
0 missing
Eig04_AEA.ri.numeric22 unique values
0 missing
piPC07numeric22 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
piPC08numeric21 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
piPC09numeric21 unique values
0 missing
Eig04_EA.ri.numeric19 unique values
0 missing
piPC10numeric22 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
P_VSA_s_4numeric12 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
PW3numeric15 unique values
0 missing
Eig10_AEA.ed.numeric12 unique values
0 missing
Qindexnumeric12 unique values
0 missing
Eig10_AEA.ri.numeric23 unique values
0 missing
RCInumeric6 unique values
0 missing
Eig10_EAnumeric18 unique values
0 missing
RFDnumeric6 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
Rperimnumeric6 unique values
0 missing
Eig10_EA.ri.numeric23 unique values
0 missing
SdOnumeric25 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
SM02_AEA.bo.numeric20 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
SM02_AEA.ed.numeric20 unique values
0 missing
Eig14_AEA.ri.numeric17 unique values
0 missing
SM02_AEA.ri.numeric13 unique values
0 missing
Eig14_EAnumeric17 unique values
0 missing
SM02_EAnumeric18 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
SM02_EA.bo.numeric19 unique values
0 missing
GATS1enumeric21 unique values
0 missing
SM02_EA.ed.numeric21 unique values
0 missing
GGI2numeric11 unique values
0 missing
SM02_EA.ri.numeric23 unique values
0 missing
GGI5numeric21 unique values
0 missing
SM03_AEA.bo.numeric20 unique values
0 missing
GGI6numeric20 unique values
0 missing
SM03_AEA.ed.numeric20 unique values
0 missing
GGI7numeric19 unique values
0 missing
SM03_AEA.ri.numeric19 unique values
0 missing
GGI9numeric21 unique values
0 missing
SM03_EA.ed.numeric16 unique values
0 missing
Polnumeric16 unique values
0 missing
SM04_AEA.bo.numeric21 unique values
0 missing
P_VSA_MR_1numeric14 unique values
0 missing
SM04_AEA.ed.numeric20 unique values
0 missing
SaaOnumeric22 unique values
0 missing
SM04_AEA.ri.numeric20 unique values
0 missing
SM03_EA.ri.numeric16 unique values
0 missing
SM04_EAnumeric20 unique values
0 missing
SM04_AEA.dm.numeric18 unique values
0 missing
SM04_EA.bo.numeric19 unique values
0 missing
SM05_AEA.ri.numeric18 unique values
0 missing
SM04_EA.ed.numeric21 unique values
0 missing
SM08_AEA.dm.numeric17 unique values
0 missing
SM04_EA.ri.numeric23 unique values
0 missing
SM09_AEA.bo.numeric11 unique values
0 missing
SM05_AEA.bo.numeric20 unique values
0 missing
SM10_AEA.dm.numeric12 unique values
0 missing
SM05_AEA.ed.numeric20 unique values
0 missing
SM10_EA.ed.numeric20 unique values
0 missing
SM05_EAnumeric17 unique values
0 missing
SM11_EA.ed.numeric19 unique values
0 missing
SM05_EA.bo.numeric19 unique values
0 missing
SM12_AEA.bo.numeric17 unique values
0 missing
SM05_EA.ed.numeric20 unique values
0 missing
SM12_AEA.dm.numeric12 unique values
0 missing
SM05_EA.ri.numeric20 unique values
0 missing
SM12_EA.ed.numeric20 unique values
0 missing
SM06_AEA.bo.numeric21 unique values
0 missing
SM13_AEA.dm.numeric17 unique values
0 missing
SM06_AEA.ed.numeric21 unique values
0 missing
SM13_EA.ed.numeric20 unique values
0 missing
SM06_EAnumeric21 unique values
0 missing
SM14_AEA.dm.numeric18 unique values
0 missing
SM06_EA.bo.numeric22 unique values
0 missing
SM14_EA.ed.numeric19 unique values
0 missing
SM06_EA.ed.numeric18 unique values
0 missing
SM15_EA.ed.numeric19 unique values
0 missing
SM06_EA.ri.numeric23 unique values
0 missing
SpDiam_AEA.dm.numeric15 unique values
0 missing
SM07_AEA.bo.numeric20 unique values
0 missing
SpDiam_AEA.ed.numeric9 unique values
0 missing
SM07_AEA.ed.numeric21 unique values
0 missing
SpDiam_AEA.ri.numeric17 unique values
0 missing
SM07_EAnumeric20 unique values
0 missing
SpDiam_EAnumeric11 unique values
0 missing
SM07_EA.bo.numeric22 unique values
0 missing
SpDiam_EA.ed.numeric13 unique values
0 missing
SM07_EA.ed.numeric20 unique values
0 missing
SpDiam_EA.ri.numeric8 unique values
0 missing
SM07_EA.ri.numeric24 unique values
0 missing
SpMax1_Bh.v.numeric12 unique values
0 missing
SM08_AEA.bo.numeric19 unique values
0 missing
SpMax_AEA.dm.numeric15 unique values
0 missing
SM08_AEA.ed.numeric20 unique values
0 missing
SpMax_AEA.ed.numeric10 unique values
0 missing
SM08_AEA.ri.numeric19 unique values
0 missing
SpMax_AEA.ri.numeric12 unique values
0 missing
SM08_EAnumeric21 unique values
0 missing
SpMax_EAnumeric11 unique values
0 missing
SM08_EA.bo.numeric21 unique values
0 missing
SpMax_EA.ed.numeric12 unique values
0 missing
SM08_EA.ed.numeric18 unique values
0 missing
SpMax_EA.ri.numeric8 unique values
0 missing
SM09_AEA.ed.numeric20 unique values
0 missing
SpMin4_Bh.p.numeric12 unique values
0 missing
SM09_EAnumeric21 unique values
0 missing
SpMin6_Bh.m.numeric11 unique values
0 missing
SM09_EA.bo.numeric21 unique values
0 missing
SpMin6_Bh.p.numeric14 unique values
0 missing
SM09_EA.ed.numeric21 unique values
0 missing
SpMin7_Bh.e.numeric20 unique values
0 missing
SM09_EA.ri.numeric22 unique values
0 missing
SpMin7_Bh.i.numeric21 unique values
0 missing
SM10_AEA.ed.numeric19 unique values
0 missing
SpMin7_Bh.m.numeric20 unique values
0 missing
SM10_AEA.ri.numeric20 unique values
0 missing
SpMin7_Bh.s.numeric16 unique values
0 missing
SM10_EAnumeric21 unique values
0 missing
SpMin7_Bh.v.numeric20 unique values
0 missing
SM10_EA.bo.numeric21 unique values
0 missing
X2vnumeric25 unique values
0 missing
SM11_AEA.ed.numeric20 unique values
0 missing
X5vnumeric25 unique values
0 missing
SM11_EAnumeric21 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
SM11_EA.bo.numeric20 unique values
0 missing
C.numeric17 unique values
0 missing
SM12_AEA.ed.numeric20 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
SM12_EAnumeric20 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
SM12_EA.bo.numeric21 unique values
0 missing
CATS2D_09_DAnumeric4 unique values
0 missing
SM13_AEA.ed.numeric19 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
SM13_EAnumeric21 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
SM13_EA.bo.numeric20 unique values
0 missing
Eig03_AEA.ri.numeric15 unique values
0 missing
SM14_AEA.bo.numeric17 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
SM14_AEA.ed.numeric21 unique values
0 missing
Eig03_EA.ri.numeric12 unique values
0 missing
SM14_AEA.ri.numeric13 unique values
0 missing
Eig05_AEA.bo.numeric18 unique values
0 missing
SM14_EAnumeric20 unique values
0 missing
Eig05_EAnumeric20 unique values
0 missing
SM14_EA.bo.numeric20 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
SM15_AEA.bo.numeric18 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
SM15_AEA.dm.numeric15 unique values
0 missing
GNarnumeric18 unique values
0 missing
SM15_AEA.ed.numeric20 unique values
0 missing
IC3numeric22 unique values
0 missing
SM15_AEA.ri.numeric16 unique values
0 missing
Mpnumeric17 unique values
0 missing
SM15_EAnumeric21 unique values
0 missing
nBMnumeric9 unique values
0 missing
SM15_EA.bo.numeric19 unique values
0 missing
nCsp2numeric9 unique values
0 missing
SM15_EA.ri.numeric22 unique values
0 missing
nR05numeric3 unique values
0 missing
SpAD_AEA.dm.numeric25 unique values
0 missing
P_VSA_MR_6numeric15 unique values
0 missing
SpAD_AEA.ri.numeric24 unique values
0 missing
PW2numeric12 unique values
0 missing
SpAD_EAnumeric21 unique values
0 missing
SM11_AEA.bo.numeric16 unique values
0 missing
SpAD_EA.ed.numeric21 unique values
0 missing
SM12_AEA.ri.numeric16 unique values
0 missing
SpMax1_Bh.m.numeric10 unique values
0 missing
SM13_AEA.bo.numeric20 unique values
0 missing
SpMax2_Bh.i.numeric17 unique values
0 missing
SpMaxA_AEA.dm.numeric15 unique values
0 missing
SpMax2_Bh.m.numeric22 unique values
0 missing
SRW05numeric3 unique values
0 missing
SpMax2_Bh.p.numeric16 unique values
0 missing
Ucnumeric9 unique values
0 missing
SpMax4_Bh.i.numeric9 unique values
0 missing
Uinumeric10 unique values
0 missing
SpMax4_Bh.m.numeric14 unique values
0 missing
ATS5snumeric23 unique values
0 missing
SpMax4_Bh.p.numeric19 unique values
0 missing
ATS7mnumeric25 unique values
0 missing
SpMax4_Bh.v.numeric17 unique values
0 missing
ATSC5snumeric25 unique values
0 missing
SRW04numeric18 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
SRW06numeric20 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
SRW08numeric21 unique values
0 missing
Eig02_EAnumeric12 unique values
0 missing
SRW10numeric21 unique values
0 missing
Eig02_EA.ed.numeric11 unique values
0 missing
SssOnumeric24 unique values
0 missing
Eig03_AEA.dm.numeric12 unique values
0 missing
TPCnumeric19 unique values
0 missing
Eig04_AEA.dm.numeric13 unique values
0 missing
TRSnumeric6 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
TWCnumeric20 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
Vindexnumeric15 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
Wapnumeric19 unique values
0 missing
Eig07_AEA.dm.numeric22 unique values
0 missing
X1Anumeric10 unique values
0 missing
Eig08_EA.bo.numeric17 unique values
0 missing
X2Anumeric14 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
X3numeric21 unique values
0 missing
Eig11_AEA.ri.numeric22 unique values
0 missing
X3solnumeric21 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
X3vnumeric24 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
X4numeric21 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
X4solnumeric21 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
X4vnumeric25 unique values
0 missing
Eig14_EA.ed.numeric20 unique values
0 missing
X5numeric21 unique values
0 missing
GATS1snumeric21 unique values
0 missing
X5solnumeric21 unique values
0 missing
GGI3numeric20 unique values
0 missing
Xindexnumeric17 unique values
0 missing
GGI4numeric20 unique values
0 missing
Yindexnumeric18 unique values
0 missing
P_VSA_e_2numeric24 unique values
0 missing
ZM2numeric20 unique values
0 missing
P_VSA_i_2numeric24 unique values
0 missing
ZM2Kupnumeric24 unique values
0 missing
P_VSA_p_3numeric24 unique values
0 missing
ZM2Madnumeric23 unique values
0 missing
P_VSA_v_3numeric24 unique values
0 missing
ZM2MulPernumeric24 unique values
0 missing
Ramnumeric8 unique values
0 missing
ZM2Pernumeric24 unique values
0 missing
SM03_EAnumeric8 unique values
0 missing
ZM2Vnumeric22 unique values
0 missing
SM05_AEA.dm.numeric18 unique values
0 missing
SpMax1_Bh.i.numeric12 unique values
0 missing
SM06_AEA.ri.numeric18 unique values
0 missing
SpMax1_Bh.p.numeric14 unique values
0 missing
SM07_AEA.dm.numeric13 unique values
0 missing
SpMax2_Bh.e.numeric22 unique values
0 missing
SM09_AEA.ri.numeric20 unique values
0 missing
Eig06_EA.ri.numeric13 unique values
0 missing
SM10_AEA.bo.numeric12 unique values
0 missing
SM08_EA.ri.numeric24 unique values
0 missing
SM11_AEA.dm.numeric11 unique values
0 missing
SM10_EA.ri.numeric21 unique values
0 missing
SRW07numeric5 unique values
0 missing
SM11_EA.ri.numeric22 unique values
0 missing
SRW09numeric8 unique values
0 missing
SM12_EA.ri.numeric23 unique values
0 missing
TIC3numeric23 unique values
0 missing
SM13_EA.ri.numeric22 unique values
0 missing
X5Anumeric8 unique values
0 missing
SM14_EA.ri.numeric23 unique values
0 missing
CATS2D_07_ALnumeric10 unique values
0 missing
SpMax2_Bh.v.numeric20 unique values
0 missing
CATS2D_08_ALnumeric11 unique values
0 missing
SpMax4_Bh.e.numeric13 unique values
0 missing
ATS1pnumeric23 unique values
0 missing
ALOGPnumeric24 unique values
0 missing
ATS8pnumeric24 unique values
0 missing
ALOGP2numeric24 unique values
0 missing
ATSC8inumeric25 unique values
0 missing
SpMax5_Bh.m.numeric22 unique values
0 missing
Eig08_EA.ri.numeric22 unique values
0 missing
SpMax5_Bh.p.numeric20 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
SpMax5_Bh.v.numeric22 unique values
0 missing
Eig09_EA.ri.numeric22 unique values
0 missing
SpMax6_Bh.p.numeric14 unique values
0 missing
MATS1enumeric20 unique values
0 missing
SpMax6_Bh.v.numeric14 unique values
0 missing
nCnumeric11 unique values
0 missing
SpMin8_Bh.m.numeric19 unique values
0 missing
SpMax5_Bh.e.numeric23 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
SpMax5_Bh.i.numeric21 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
SpMax6_Bh.e.numeric14 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
SpMax6_Bh.i.numeric13 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
SpMax7_Bh.e.numeric18 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
SpMax7_Bh.i.numeric17 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
SpMax7_Bh.m.numeric21 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
SpMax7_Bh.p.numeric14 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
SpMax7_Bh.v.numeric17 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
SpMax8_Bh.e.numeric15 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SpMax8_Bh.i.numeric17 unique values
0 missing
Chi1_EA.bo.numeric22 unique values
0 missing
SpMax8_Bh.p.numeric12 unique values
0 missing
Eig01_EA.dm.numeric5 unique values
0 missing
SpMin8_Bh.e.numeric20 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
SpMin8_Bh.v.numeric22 unique values
0 missing
Eig02_AEA.ed.numeric9 unique values
0 missing
AMRnumeric24 unique values
0 missing
Eig02_EA.dm.numeric6 unique values
0 missing
ATS1vnumeric20 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
ATS3enumeric24 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS3inumeric23 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
ATS5inumeric24 unique values
0 missing
Eig07_EA.dm.numeric6 unique values
0 missing
ATS6enumeric25 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
ATS6mnumeric24 unique values
0 missing
Eig08_EA.dm.numeric8 unique values
0 missing
ATS8enumeric25 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
ATS8inumeric25 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
ATS8vnumeric24 unique values
0 missing
Eig13_AEA.ed.numeric18 unique values
0 missing
ATSC1pnumeric24 unique values
0 missing
GATS7vnumeric24 unique values
0 missing
ATSC1vnumeric24 unique values
0 missing
LOCnumeric18 unique values
0 missing
ATSC2inumeric24 unique values
0 missing
MATS6enumeric22 unique values
0 missing
ATSC2pnumeric24 unique values
0 missing
MATS6mnumeric22 unique values
0 missing
ATSC2vnumeric24 unique values
0 missing
nCrsnumeric7 unique values
0 missing
ATSC3vnumeric24 unique values
0 missing
nPyrrolidinesnumeric3 unique values
0 missing
ATSC5mnumeric25 unique values
0 missing
nRCONR2numeric2 unique values
0 missing
ATSC5vnumeric25 unique values
0 missing
NsssNnumeric3 unique values
0 missing
ATSC8mnumeric25 unique values
0 missing
RBFnumeric17 unique values
0 missing
SM02_EA.dm.numeric11 unique values
0 missing
SM03_EA.bo.numeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
25
Number of instances (rows) of the dataset.
NumberOfFeatures
510
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
509
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
24.99
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-0.06
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
2.83
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
72955.24
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.
Quartile3MeansOfNumericAtts
10.93
Third quartile of means 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.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.36
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.2
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
-0.01
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5
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.
Quartile3StdDevOfNumericAtts
0.57
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
30546.41
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.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
2.92
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
2.2
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
170.33
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.27
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.02
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.
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
20.4
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.87
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
-0.45
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.85
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
63.45
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
-0.8
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.19
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.7
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5610
0 runs - estimation_procedure: 50 times Clustering
Define a new task