Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750

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: CHEMBL2750 (TID: 19605), and it has 14 rows and 746 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.

748 features

pXC50 (target)numeric9 unique values
0 missing
molecule_id (row identifier)nominal14 unique values
0 missing
ATSC4pnumeric13 unique values
0 missing
Eta_betaS_Anumeric7 unique values
0 missing
ATSC2snumeric14 unique values
0 missing
ATSC4vnumeric14 unique values
0 missing
Eta_Cnumeric14 unique values
0 missing
Eig03_AEA.bo.numeric13 unique values
0 missing
ATSC5enumeric14 unique values
0 missing
Eta_C_Anumeric14 unique values
0 missing
Eig04_AEA.ed.numeric13 unique values
0 missing
ATSC5inumeric14 unique values
0 missing
Eta_epsinumeric13 unique values
0 missing
Eig04_AEA.ri.numeric14 unique values
0 missing
ATSC5mnumeric14 unique values
0 missing
Eta_Fnumeric14 unique values
0 missing
Eig04_EA.ed.numeric13 unique values
0 missing
ATSC5pnumeric14 unique values
0 missing
Eta_F_Anumeric14 unique values
0 missing
Eig04_EA.ri.numeric14 unique values
0 missing
ATSC5vnumeric14 unique values
0 missing
Eta_FLnumeric13 unique values
0 missing
GATS3pnumeric14 unique values
0 missing
ATSC6enumeric14 unique values
0 missing
Eta_FL_Anumeric10 unique values
0 missing
GATS5inumeric14 unique values
0 missing
ATSC6inumeric13 unique values
0 missing
Eta_Lnumeric14 unique values
0 missing
GATS5pnumeric14 unique values
0 missing
ATSC6mnumeric14 unique values
0 missing
Eta_L_Anumeric9 unique values
0 missing
GATS5vnumeric14 unique values
0 missing
ATSC6pnumeric14 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
MATS3inumeric12 unique values
0 missing
ATSC6snumeric14 unique values
0 missing
GATS1enumeric13 unique values
0 missing
MATS3pnumeric14 unique values
0 missing
ATSC6vnumeric14 unique values
0 missing
GATS1inumeric13 unique values
0 missing
MATS5inumeric13 unique values
0 missing
ATSC7enumeric13 unique values
0 missing
GATS1mnumeric12 unique values
0 missing
MATS5pnumeric13 unique values
0 missing
ATSC7inumeric13 unique values
0 missing
GATS1pnumeric13 unique values
0 missing
P_VSA_e_2numeric12 unique values
0 missing
ATSC7pnumeric14 unique values
0 missing
GATS1snumeric13 unique values
0 missing
P_VSA_i_2numeric12 unique values
0 missing
ATSC7snumeric14 unique values
0 missing
GATS1vnumeric13 unique values
0 missing
P_VSA_m_2numeric13 unique values
0 missing
ATSC8enumeric14 unique values
0 missing
GATS2enumeric12 unique values
0 missing
P_VSA_MR_6numeric13 unique values
0 missing
ATSC8inumeric13 unique values
0 missing
GATS2inumeric11 unique values
0 missing
P_VSA_p_3numeric12 unique values
0 missing
ATSC8mnumeric14 unique values
0 missing
GATS2mnumeric13 unique values
0 missing
P_VSA_v_3numeric12 unique values
0 missing
ATSC8pnumeric14 unique values
0 missing
GATS2pnumeric12 unique values
0 missing
PW2numeric11 unique values
0 missing
ATSC8snumeric14 unique values
0 missing
GATS2snumeric13 unique values
0 missing
SM13_AEA.dm.numeric13 unique values
0 missing
ATSC8vnumeric14 unique values
0 missing
GATS2vnumeric13 unique values
0 missing
SpMax6_Bh.s.numeric12 unique values
0 missing
BACnumeric10 unique values
0 missing
GATS3snumeric14 unique values
0 missing
SpMax7_Bh.s.numeric14 unique values
0 missing
BBInumeric9 unique values
0 missing
GATS3vnumeric14 unique values
0 missing
SsOHnumeric13 unique values
0 missing
BIC0numeric12 unique values
0 missing
GATS4enumeric14 unique values
0 missing
MATS4vnumeric14 unique values
0 missing
BIC1numeric12 unique values
0 missing
GATS4inumeric14 unique values
0 missing
SM08_EA.ri.numeric14 unique values
0 missing
BIC2numeric14 unique values
0 missing
GATS4mnumeric14 unique values
0 missing
SM09_EA.ri.numeric14 unique values
0 missing
BIC3numeric14 unique values
0 missing
GATS4pnumeric12 unique values
0 missing
SM10_EA.ri.numeric14 unique values
0 missing
BIC4numeric14 unique values
0 missing
GATS4snumeric13 unique values
0 missing
SM11_AEA.ed.numeric13 unique values
0 missing
BIC5numeric11 unique values
0 missing
GATS5enumeric14 unique values
0 missing
SM11_EA.ri.numeric14 unique values
0 missing
BIDnumeric8 unique values
0 missing
GATS5mnumeric14 unique values
0 missing
SM12_AEA.ed.numeric13 unique values
0 missing
BLTA96numeric12 unique values
0 missing
GATS5snumeric14 unique values
0 missing
SM12_EA.ri.numeric13 unique values
0 missing
BLTD48numeric12 unique values
0 missing
GATS6inumeric12 unique values
0 missing
SM13_EAnumeric13 unique values
0 missing
BLTF96numeric12 unique values
0 missing
GATS6mnumeric14 unique values
0 missing
SM13_EA.ri.numeric14 unique values
0 missing
C.numeric7 unique values
0 missing
GATS6pnumeric14 unique values
0 missing
SM14_EAnumeric13 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS6vnumeric13 unique values
0 missing
SM14_EA.ri.numeric14 unique values
0 missing
C.024numeric5 unique values
0 missing
GATS7enumeric14 unique values
0 missing
SM15_EAnumeric13 unique values
0 missing
C.026numeric4 unique values
0 missing
GATS7inumeric12 unique values
0 missing
SM15_EA.ri.numeric14 unique values
0 missing
C.040numeric4 unique values
0 missing
GATS7mnumeric14 unique values
0 missing
SpMax3_Bh.v.numeric12 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
GATS7pnumeric12 unique values
0 missing
X5Anumeric8 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
GATS7snumeric14 unique values
0 missing
CATS2D_05_DLnumeric6 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
GATS7vnumeric14 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
CATS2D_01_AAnumeric2 unique values
0 missing
GATS8enumeric13 unique values
0 missing
SaasCnumeric14 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
GATS8inumeric12 unique values
0 missing
C.025numeric3 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
GATS8mnumeric13 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
CATS2D_01_LLnumeric4 unique values
0 missing
GATS8pnumeric14 unique values
0 missing
Eig01_AEA.ri.numeric8 unique values
0 missing
CATS2D_01_NLnumeric3 unique values
0 missing
GATS8snumeric13 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS8vnumeric14 unique values
0 missing
Eig01_EA.ri.numeric7 unique values
0 missing
CATS2D_02_ALnumeric5 unique values
0 missing
GGI1numeric7 unique values
0 missing
MATS6vnumeric12 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
GGI10numeric12 unique values
0 missing
SM09_AEA.bo.numeric8 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
GGI4numeric12 unique values
0 missing
SpDiam_AEA.ri.numeric8 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
GGI5numeric11 unique values
0 missing
SpDiam_EAnumeric8 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GGI6numeric11 unique values
0 missing
SpDiam_EA.ed.numeric6 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
GGI7numeric10 unique values
0 missing
SpDiam_EA.ri.numeric7 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GGI8numeric9 unique values
0 missing
SpMax3_Bh.p.numeric11 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GGI9numeric13 unique values
0 missing
SpMax_AEA.ri.numeric8 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GMTInumeric13 unique values
0 missing
SpMax_EAnumeric8 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GMTIVnumeric14 unique values
0 missing
SpMax_EA.ri.numeric7 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GNarnumeric9 unique values
0 missing
SpMin1_Bh.m.numeric9 unique values
0 missing
CATS2D_03_DLnumeric7 unique values
0 missing
H.047numeric5 unique values
0 missing
SpMin3_Bh.e.numeric12 unique values
0 missing
CATS2D_03_DNnumeric3 unique values
0 missing
H.050numeric6 unique values
0 missing
SpMin3_Bh.i.numeric10 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
H.051numeric3 unique values
0 missing
ATS4snumeric14 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
HDcpxnumeric11 unique values
0 missing
ATSC1snumeric13 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
HNarnumeric10 unique values
0 missing
ATSC4enumeric14 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
HVcpxnumeric12 unique values
0 missing
ATSC4snumeric14 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATSC5snumeric14 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
IACnumeric13 unique values
0 missing
BLInumeric12 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
IC0numeric13 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
CATS2D_04_LLnumeric5 unique values
0 missing
IC1numeric12 unique values
0 missing
Eig03_AEA.ed.numeric11 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
IC2numeric13 unique values
0 missing
Eig03_EA.ed.numeric13 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
IC3numeric13 unique values
0 missing
Eig06_AEA.ed.numeric10 unique values
0 missing
CATS2D_05_AAnumeric3 unique values
0 missing
IC4numeric13 unique values
0 missing
Eta_alpha_Anumeric13 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
IC5numeric12 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
ICRnumeric11 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
CATS2D_05_LLnumeric5 unique values
0 missing
IDDEnumeric9 unique values
0 missing
Eta_sh_ynumeric13 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
IDDMnumeric11 unique values
0 missing
GATS3inumeric11 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
IDEnumeric13 unique values
0 missing
GGI2numeric7 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
IDETnumeric13 unique values
0 missing
GGI3numeric11 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
IDMnumeric12 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CATS2D_06_LLnumeric5 unique values
0 missing
IDMTnumeric13 unique values
0 missing
IVDEnumeric10 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
Infective.50numeric2 unique values
0 missing
JGI3numeric9 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
JGTnumeric11 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
ISIZnumeric8 unique values
0 missing
MATS1pnumeric12 unique values
0 missing
CATS2D_07_ALnumeric6 unique values
0 missing
IVDMnumeric10 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
JGI1numeric8 unique values
0 missing
MAXDNnumeric13 unique values
0 missing
CATS2D_07_DAnumeric3 unique values
0 missing
JGI10numeric7 unique values
0 missing
Menumeric12 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
JGI2numeric9 unique values
0 missing
O.numeric12 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
JGI4numeric10 unique values
0 missing
Psi_e_Anumeric13 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
JGI5numeric9 unique values
0 missing
Psi_i_Anumeric13 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
JGI6numeric9 unique values
0 missing
P_VSA_e_5numeric12 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
JGI7numeric5 unique values
0 missing
P_VSA_m_3numeric12 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
JGI8numeric6 unique values
0 missing
P_VSA_p_2numeric13 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
JGI9numeric7 unique values
0 missing
P_VSA_s_6numeric13 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
LLS_01numeric5 unique values
0 missing
P_VSA_v_2numeric13 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
LOCnumeric10 unique values
0 missing
SaaaCnumeric14 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
LPRSnumeric13 unique values
0 missing
SAaccnumeric13 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
MATS1inumeric13 unique values
0 missing
SaaCHnumeric14 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
MATS2enumeric13 unique values
0 missing
SM04_EA.ed.numeric13 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
MATS2inumeric13 unique values
0 missing
SM05_EA.ed.numeric12 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
MATS2mnumeric13 unique values
0 missing
SM05_EA.ri.numeric14 unique values
0 missing
CENTnumeric13 unique values
0 missing
MATS2pnumeric13 unique values
0 missing
SM06_AEA.ed.numeric13 unique values
0 missing
Chi0_AEA.bo.numeric11 unique values
0 missing
MATS2snumeric13 unique values
0 missing
SM06_EA.ed.numeric13 unique values
0 missing
Chi0_AEA.dm.numeric11 unique values
0 missing
MATS2vnumeric13 unique values
0 missing
SM06_EA.ri.numeric14 unique values
0 missing
Chi0_AEA.ed.numeric11 unique values
0 missing
MATS3enumeric14 unique values
0 missing
SM07_AEA.ed.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric11 unique values
0 missing
MATS3snumeric14 unique values
0 missing
SM07_EAnumeric11 unique values
0 missing
Chi0_EAnumeric11 unique values
0 missing
MATS3vnumeric11 unique values
0 missing
SM07_EA.ed.numeric13 unique values
0 missing
Chi0_EA.bo.numeric12 unique values
0 missing
MATS4enumeric14 unique values
0 missing
SM07_EA.ri.numeric14 unique values
0 missing
Chi0_EA.dm.numeric14 unique values
0 missing
MATS4inumeric12 unique values
0 missing
SM08_AEA.ed.numeric13 unique values
0 missing
Chi0_EA.ed.numeric13 unique values
0 missing
MATS4mnumeric14 unique values
0 missing
SM08_EAnumeric13 unique values
0 missing
Chi0_EA.ri.numeric14 unique values
0 missing
MATS4pnumeric14 unique values
0 missing
SM08_EA.ed.numeric13 unique values
0 missing
Chi1_AEA.bo.numeric13 unique values
0 missing
MATS4snumeric13 unique values
0 missing
SM09_AEA.ed.numeric13 unique values
0 missing
Chi1_AEA.dm.numeric13 unique values
0 missing
MATS5mnumeric14 unique values
0 missing
SM09_EAnumeric13 unique values
0 missing
Chi1_AEA.ed.numeric13 unique values
0 missing
MATS5vnumeric14 unique values
0 missing
SM09_EA.ed.numeric13 unique values
0 missing
Chi1_AEA.ri.numeric13 unique values
0 missing
MATS6enumeric14 unique values
0 missing
SM10_AEA.ed.numeric13 unique values
0 missing
Chi1_EAnumeric13 unique values
0 missing
MATS6inumeric13 unique values
0 missing
SM10_EAnumeric13 unique values
0 missing
Chi1_EA.bo.numeric13 unique values
0 missing
MATS6mnumeric14 unique values
0 missing
SM10_EA.ed.numeric13 unique values
0 missing
Chi1_EA.dm.numeric14 unique values
0 missing
MATS6pnumeric11 unique values
0 missing
SM11_EAnumeric13 unique values
0 missing
Chi1_EA.ed.numeric13 unique values
0 missing
MATS6snumeric14 unique values
0 missing
SM11_EA.ed.numeric13 unique values
0 missing
Chi1_EA.ri.numeric14 unique values
0 missing
MATS7enumeric14 unique values
0 missing
SM12_AEA.dm.numeric13 unique values
0 missing
CIC0numeric12 unique values
0 missing
MATS7inumeric13 unique values
0 missing
SM12_EAnumeric13 unique values
0 missing
CIC1numeric12 unique values
0 missing
MATS7mnumeric14 unique values
0 missing
SM12_EA.ed.numeric13 unique values
0 missing
CIC2numeric13 unique values
0 missing
MATS7pnumeric14 unique values
0 missing
SM13_AEA.ed.numeric13 unique values
0 missing
CIC3numeric13 unique values
0 missing
MATS7snumeric14 unique values
0 missing
SM13_EA.ed.numeric13 unique values
0 missing
CIC4numeric13 unique values
0 missing
MATS7vnumeric13 unique values
0 missing
SM14_AEA.ed.numeric13 unique values
0 missing
CIC5numeric10 unique values
0 missing
MATS8enumeric14 unique values
0 missing
SM14_EA.ed.numeric13 unique values
0 missing
CIDnumeric10 unique values
0 missing
MATS8inumeric12 unique values
0 missing
SM15_AEA.ed.numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS8mnumeric14 unique values
0 missing
SM15_EA.ed.numeric13 unique values
0 missing
CSInumeric12 unique values
0 missing
MATS8pnumeric11 unique values
0 missing
SpMAD_AEA.ed.numeric12 unique values
0 missing
DBInumeric9 unique values
0 missing
MATS8snumeric14 unique values
0 missing
SpMAD_AEA.ri.numeric13 unique values
0 missing
D.Dtr06numeric13 unique values
0 missing
MATS8vnumeric13 unique values
0 missing
SpMAD_EAnumeric11 unique values
0 missing
D.Dtr10numeric13 unique values
0 missing
MAXDPnumeric14 unique values
0 missing
SpMAD_EA.ed.numeric13 unique values
0 missing
DECCnumeric12 unique values
0 missing
MCDnumeric8 unique values
0 missing
SpMax5_Bh.s.numeric13 unique values
0 missing
DELSnumeric14 unique values
0 missing
MDDDnumeric13 unique values
0 missing
SpMax8_Bh.s.numeric14 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Minumeric5 unique values
0 missing
TPSA.NO.numeric13 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MLOGPnumeric12 unique values
0 missing
TPSA.Tot.numeric13 unique values
0 missing
DLS_04numeric2 unique values
0 missing
MLOGP2numeric12 unique values
0 missing
X1Avnumeric11 unique values
0 missing
DLS_consnumeric2 unique values
0 missing
Mpnumeric11 unique values
0 missing
X2Avnumeric12 unique values
0 missing
Dznumeric13 unique values
0 missing
MPC01numeric8 unique values
0 missing
ATSC7mnumeric14 unique values
0 missing
ECCnumeric12 unique values
0 missing
MPC02numeric9 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
Eig01_AEA.bo.numeric6 unique values
0 missing
MPC03numeric10 unique values
0 missing
Eig03_EAnumeric13 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
MPC04numeric10 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
MPC05numeric9 unique values
0 missing
GATS3enumeric14 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
MPC06numeric13 unique values
0 missing
GATS4vnumeric13 unique values
0 missing
Eig01_EA.dm.numeric6 unique values
0 missing
MPC07numeric13 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
Eig01_EA.ed.numeric6 unique values
0 missing
MPC08numeric13 unique values
0 missing
MATS5enumeric14 unique values
0 missing
Eig02_AEA.bo.numeric10 unique values
0 missing
MPC09numeric13 unique values
0 missing
NsOHnumeric6 unique values
0 missing
Eig02_AEA.dm.numeric12 unique values
0 missing
MPC10numeric12 unique values
0 missing
O.057numeric6 unique values
0 missing
Eig02_AEA.ed.numeric8 unique values
0 missing
MSDnumeric13 unique values
0 missing
PDInumeric13 unique values
0 missing
Eig02_AEA.ri.numeric12 unique values
0 missing
MWnumeric13 unique values
0 missing
P_VSA_LogP_4numeric12 unique values
0 missing
Eig02_EAnumeric11 unique values
0 missing
MWC01numeric8 unique values
0 missing
P_VSA_MR_2numeric11 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
MWC02numeric10 unique values
0 missing
SAdonnumeric7 unique values
0 missing
Eig02_EA.dm.numeric4 unique values
0 missing
MWC03numeric10 unique values
0 missing
SM11_AEA.bo.numeric13 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MWC04numeric12 unique values
0 missing
SpMin3_Bh.m.numeric12 unique values
0 missing
Eig02_EA.ri.numeric11 unique values
0 missing
MWC05numeric12 unique values
0 missing
SpMin6_Bh.s.numeric11 unique values
0 missing
Eig03_AEA.dm.numeric13 unique values
0 missing
MWC06numeric13 unique values
0 missing
Hynumeric12 unique values
0 missing
Eig03_EA.bo.numeric13 unique values
0 missing
MWC07numeric13 unique values
0 missing
MATS1snumeric13 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MWC08numeric13 unique values
0 missing
SpMax5_Bh.e.numeric14 unique values
0 missing
Eig04_AEA.bo.numeric13 unique values
0 missing
MWC09numeric13 unique values
0 missing
SpMax5_Bh.i.numeric14 unique values
0 missing
Eig04_AEA.dm.numeric14 unique values
0 missing
MWC10numeric13 unique values
0 missing
SpMax5_Bh.v.numeric14 unique values
0 missing
Eig04_EA.bo.numeric13 unique values
0 missing
N.numeric7 unique values
0 missing
SpMin5_Bh.p.numeric14 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC1vnumeric12 unique values
0 missing
Eig05_AEA.bo.numeric13 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC2mnumeric13 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
N.076numeric2 unique values
0 missing
ATSC2vnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
NaaCHnumeric5 unique values
0 missing
CATS2D_06_DLnumeric5 unique values
0 missing
Eig05_EAnumeric13 unique values
0 missing
NaasCnumeric5 unique values
0 missing
CATS2D_07_DLnumeric6 unique values
0 missing
Eig05_EA.bo.numeric13 unique values
0 missing
nArCNnumeric2 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
nArCOOHnumeric3 unique values
0 missing
CATS2D_09_NLnumeric4 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
nArNH2numeric2 unique values
0 missing
Eig04_EAnumeric13 unique values
0 missing
Eig06_AEA.bo.numeric9 unique values
0 missing
nArNO2numeric2 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
Eig06_AEA.dm.numeric13 unique values
0 missing
nArOHnumeric5 unique values
0 missing
Eig05_EA.ed.numeric13 unique values
0 missing
Eig06_AEA.ri.numeric10 unique values
0 missing
nATnumeric8 unique values
0 missing
GATS3mnumeric14 unique values
0 missing
Eig06_EAnumeric11 unique values
0 missing
nBMnumeric4 unique values
0 missing
GATS6enumeric13 unique values
0 missing
Eig06_EA.bo.numeric11 unique values
0 missing
nBOnumeric8 unique values
0 missing
GATS6snumeric14 unique values
0 missing
Eig06_EA.dm.numeric2 unique values
0 missing
nBTnumeric8 unique values
0 missing
H.numeric12 unique values
0 missing
Eig06_EA.ed.numeric11 unique values
0 missing
nCnumeric4 unique values
0 missing
MATS1enumeric12 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
nCb.numeric5 unique values
0 missing
MATS5snumeric14 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
nCbHnumeric5 unique values
0 missing
Mvnumeric11 unique values
0 missing
Eig07_AEA.dm.numeric13 unique values
0 missing
nCconjnumeric3 unique values
0 missing
PW5numeric10 unique values
0 missing
Eig07_AEA.ed.numeric11 unique values
0 missing
nCpnumeric3 unique values
0 missing
SaaNnumeric14 unique values
0 missing
Eig07_AEA.ri.numeric12 unique values
0 missing
nCspnumeric2 unique values
0 missing
SM12_AEA.bo.numeric13 unique values
0 missing
Eig07_EAnumeric9 unique values
0 missing
nCsp2numeric4 unique values
0 missing
SM14_AEA.dm.numeric13 unique values
0 missing
Eig07_EA.bo.numeric11 unique values
0 missing
nCsp3numeric3 unique values
0 missing
SpMin5_Bh.m.numeric12 unique values
0 missing
Eig07_EA.ed.numeric10 unique values
0 missing
nDBnumeric4 unique values
0 missing
X0Avnumeric12 unique values
0 missing
Eig07_EA.ri.numeric12 unique values
0 missing
NddsNnumeric2 unique values
0 missing
MATS3mnumeric12 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
NdOnumeric4 unique values
0 missing
ATSC7vnumeric14 unique values
0 missing
Eig08_AEA.dm.numeric13 unique values
0 missing
NdssCnumeric4 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig08_AEA.ed.numeric11 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
AECCnumeric12 unique values
0 missing
Eig08_AEA.ri.numeric9 unique values
0 missing
nHnumeric5 unique values
0 missing
ALOGPnumeric13 unique values
0 missing
Eig08_EAnumeric9 unique values
0 missing
nHAccnumeric6 unique values
0 missing
ALOGP2numeric13 unique values
0 missing
Eig08_EA.bo.numeric8 unique values
0 missing
nHDonnumeric6 unique values
0 missing
AMRnumeric13 unique values
0 missing
Eig08_EA.ed.numeric12 unique values
0 missing
nHetnumeric6 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig08_EA.ri.numeric9 unique values
0 missing
nNnumeric2 unique values
0 missing
ARRnumeric8 unique values
0 missing
Eig09_AEA.bo.numeric10 unique values
0 missing
nOnumeric6 unique values
0 missing
ATS1enumeric13 unique values
0 missing
Eig09_AEA.dm.numeric10 unique values
0 missing
nRCOORnumeric3 unique values
0 missing
ATS1inumeric12 unique values
0 missing
Eig09_AEA.ed.numeric11 unique values
0 missing
nROHnumeric3 unique values
0 missing
ATS1mnumeric13 unique values
0 missing
Eig09_AEA.ri.numeric13 unique values
0 missing
NsCH3numeric3 unique values
0 missing
ATS1pnumeric13 unique values
0 missing
Eig09_EAnumeric12 unique values
0 missing
nSKnumeric8 unique values
0 missing
ATS1snumeric13 unique values
0 missing
Eig09_EA.bo.numeric12 unique values
0 missing
NsNH2numeric2 unique values
0 missing
ATS1vnumeric13 unique values
0 missing
Eig09_EA.ed.numeric11 unique values
0 missing
NssOnumeric3 unique values
0 missing
ATS2enumeric13 unique values
0 missing
Eig09_EA.ri.numeric14 unique values
0 missing
nTBnumeric2 unique values
0 missing
ATS2inumeric12 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
NtNnumeric2 unique values
0 missing
ATS2mnumeric13 unique values
0 missing
Eig10_AEA.dm.numeric14 unique values
0 missing
NtsCnumeric2 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig10_AEA.ed.numeric13 unique values
0 missing
O.058numeric4 unique values
0 missing
ATS2snumeric14 unique values
0 missing
Eig10_AEA.ri.numeric14 unique values
0 missing
O.060numeric3 unique values
0 missing
ATS2vnumeric11 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
O.061numeric2 unique values
0 missing
ATS3enumeric14 unique values
0 missing
Eig10_EA.bo.numeric13 unique values
0 missing
ON0numeric10 unique values
0 missing
ATS3inumeric11 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
ON0Vnumeric13 unique values
0 missing
ATS3mnumeric14 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
ON1numeric11 unique values
0 missing
ATS3pnumeric14 unique values
0 missing
Eig11_AEA.bo.numeric13 unique values
0 missing
ON1Vnumeric13 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig11_AEA.dm.numeric14 unique values
0 missing
PCDnumeric13 unique values
0 missing
ATS3vnumeric14 unique values
0 missing
Eig11_AEA.ed.numeric13 unique values
0 missing
PCRnumeric13 unique values
0 missing
ATS4enumeric13 unique values
0 missing
Eig11_AEA.ri.numeric14 unique values
0 missing
PHInumeric12 unique values
0 missing
ATS4inumeric13 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
piIDnumeric12 unique values
0 missing
ATS4mnumeric14 unique values
0 missing
Eig11_EA.bo.numeric13 unique values
0 missing
piPC01numeric8 unique values
0 missing
ATS4pnumeric14 unique values
0 missing
Eig11_EA.ed.numeric13 unique values
0 missing
piPC02numeric9 unique values
0 missing
ATS4vnumeric14 unique values
0 missing
Eig11_EA.ri.numeric14 unique values
0 missing
piPC03numeric11 unique values
0 missing
ATS5enumeric14 unique values
0 missing
Eig12_AEA.bo.numeric13 unique values
0 missing
piPC04numeric11 unique values
0 missing
ATS5inumeric12 unique values
0 missing
Eig12_AEA.dm.numeric14 unique values
0 missing
piPC05numeric11 unique values
0 missing
ATS5mnumeric14 unique values
0 missing
Eig12_AEA.ed.numeric13 unique values
0 missing
piPC06numeric12 unique values
0 missing
ATS5pnumeric14 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
piPC07numeric12 unique values
0 missing
ATS5snumeric14 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
piPC08numeric12 unique values
0 missing
ATS5vnumeric14 unique values
0 missing
Eig12_EA.bo.numeric13 unique values
0 missing
piPC09numeric12 unique values
0 missing
ATS6enumeric14 unique values
0 missing
Eig12_EA.ed.numeric13 unique values
0 missing
piPC10numeric12 unique values
0 missing
ATS6inumeric13 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
PJI2numeric4 unique values
0 missing
ATS6mnumeric14 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
Polnumeric10 unique values
0 missing
ATS6pnumeric14 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
Psi_e_0numeric14 unique values
0 missing
ATS6snumeric14 unique values
0 missing
Eig13_AEA.ed.numeric13 unique values
0 missing
Psi_e_1numeric14 unique values
0 missing
ATS6vnumeric14 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
Psi_i_0numeric13 unique values
0 missing
ATS7enumeric13 unique values
0 missing
Eig13_EAnumeric12 unique values
0 missing
Psi_i_1numeric13 unique values
0 missing
ATS7inumeric13 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
Psi_i_snumeric12 unique values
0 missing
ATS7mnumeric14 unique values
0 missing
Eig13_EA.ed.numeric12 unique values
0 missing
Psi_i_tnumeric2 unique values
0 missing
ATS7pnumeric14 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
ATS7snumeric14 unique values
0 missing
Eig14_AEA.bo.numeric13 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
ATS7vnumeric13 unique values
0 missing
Eig14_AEA.dm.numeric14 unique values
0 missing
P_VSA_e_1numeric8 unique values
0 missing
ATS8enumeric14 unique values
0 missing
Eig14_AEA.ed.numeric13 unique values
0 missing
ATS8inumeric13 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
ATS8mnumeric13 unique values
0 missing
Eig14_EAnumeric13 unique values
0 missing
ATS8pnumeric14 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATS8snumeric14 unique values
0 missing
Eig14_EA.ed.numeric12 unique values
0 missing
ATS8vnumeric14 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
ATSC1enumeric12 unique values
0 missing
Eig15_AEA.bo.numeric11 unique values
0 missing
ATSC1inumeric11 unique values
0 missing
Eig15_AEA.dm.numeric14 unique values
0 missing
ATSC1mnumeric13 unique values
0 missing
Eig15_AEA.ed.numeric13 unique values
0 missing
ATSC1pnumeric13 unique values
0 missing
Eig15_AEA.ri.numeric13 unique values
0 missing
ATSC2enumeric13 unique values
0 missing
Eig15_EAnumeric10 unique values
0 missing
ATSC2inumeric13 unique values
0 missing
Eig15_EA.bo.numeric13 unique values
0 missing
ATSC2pnumeric13 unique values
0 missing
Eig15_EA.ed.numeric8 unique values
0 missing
ATSC3enumeric14 unique values
0 missing
Eig15_EA.ri.numeric13 unique values
0 missing
ATSC3inumeric13 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
ATSC3mnumeric14 unique values
0 missing
Eta_Bnumeric10 unique values
0 missing
ATSC3pnumeric14 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
ATSC3snumeric14 unique values
0 missing
Eta_beta_Anumeric10 unique values
0 missing
ATSC3vnumeric14 unique values
0 missing
Eta_betaPnumeric9 unique values
0 missing
ATSC4inumeric14 unique values
0 missing
Eta_betaP_Anumeric10 unique values
0 missing
ATSC4mnumeric14 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
14
Number of instances (rows) of the dataset.
NumberOfFeatures
748
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
747
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.53
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
2.07
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
63.1
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.3
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.1
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.46
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.6
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
53.43
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.61
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.5
Second quartile (Median) of means among attributes of the numeric type.
EquivalentNumberOfAtts
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
MeanStdDevOfNumericAtts
21.87
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.41
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.24
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.25
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
14
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.04
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
20699.79
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.39
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
99.87
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.96
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.74
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.13
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
1.3
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7943.87
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.48
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.72
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2750
0 runs - estimation_procedure: 50 times Clustering
Define a new task