Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300

deactivated ARFF Publicly available Visibility: public Uploaded 15-07-2016 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: CHEMBL1293300 (TID: 103733), and it has 28 rows and 534 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.

536 features

pXC50 (target)numeric28 unique values
0 missing
molecule_id (row identifier)nominal28 unique values
0 missing
Eig04_EA.bo.numeric22 unique values
0 missing
MATS8mnumeric25 unique values
0 missing
SpMax2_Bh.e.numeric24 unique values
0 missing
Eig04_EA.dm.numeric2 unique values
0 missing
MATS8pnumeric27 unique values
0 missing
JGI5numeric11 unique values
0 missing
Eig04_EA.ed.numeric26 unique values
0 missing
MATS8snumeric28 unique values
0 missing
GATS7enumeric27 unique values
0 missing
Eig04_EA.ri.numeric28 unique values
0 missing
MATS8vnumeric28 unique values
0 missing
Eig04_AEA.bo.numeric25 unique values
0 missing
Eig05_AEA.ed.numeric22 unique values
0 missing
MAXDNnumeric24 unique values
0 missing
ICRnumeric22 unique values
0 missing
Eig05_AEA.ri.numeric24 unique values
0 missing
MAXDPnumeric27 unique values
0 missing
Eig05_EA.bo.numeric26 unique values
0 missing
Eig05_EA.ed.numeric23 unique values
0 missing
MCDnumeric12 unique values
0 missing
SM15_AEA.ri.numeric26 unique values
0 missing
Eig06_AEA.bo.numeric22 unique values
0 missing
MDDDnumeric25 unique values
0 missing
Eig05_AEA.bo.numeric22 unique values
0 missing
Eig06_AEA.dm.numeric22 unique values
0 missing
Menumeric9 unique values
0 missing
Eig05_AEA.dm.numeric26 unique values
0 missing
Eig06_AEA.ed.numeric23 unique values
0 missing
Minumeric10 unique values
0 missing
Eig05_EAnumeric24 unique values
0 missing
Eig06_AEA.ri.numeric28 unique values
0 missing
MLOGPnumeric14 unique values
0 missing
SM13_AEA.bo.numeric24 unique values
0 missing
Eig06_EAnumeric26 unique values
0 missing
MLOGP2numeric14 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
Eig06_EA.bo.numeric20 unique values
0 missing
Mpnumeric13 unique values
0 missing
Eig05_EA.ri.numeric25 unique values
0 missing
Eig06_EA.ri.numeric28 unique values
0 missing
MPC01numeric7 unique values
0 missing
Eig06_EA.ed.numeric26 unique values
0 missing
Eig07_AEA.bo.numeric23 unique values
0 missing
MPC02numeric8 unique values
0 missing
SM15_AEA.dm.numeric26 unique values
0 missing
Eig07_AEA.dm.numeric23 unique values
0 missing
MPC03numeric12 unique values
0 missing
AACnumeric14 unique values
0 missing
Eig07_AEA.ed.numeric24 unique values
0 missing
MPC04numeric16 unique values
0 missing
AECCnumeric24 unique values
0 missing
Eig07_AEA.ri.numeric25 unique values
0 missing
MPC05numeric13 unique values
0 missing
ALOGPnumeric15 unique values
0 missing
Eig07_EAnumeric24 unique values
0 missing
MPC06numeric19 unique values
0 missing
ALOGP2numeric15 unique values
0 missing
Eig07_EA.bo.numeric26 unique values
0 missing
MPC07numeric16 unique values
0 missing
AMRnumeric15 unique values
0 missing
Eig07_EA.ed.numeric25 unique values
0 missing
MPC08numeric19 unique values
0 missing
AMWnumeric14 unique values
0 missing
Eig07_EA.ri.numeric27 unique values
0 missing
MPC09numeric20 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig08_AEA.bo.numeric23 unique values
0 missing
MPC10numeric24 unique values
0 missing
ATS1enumeric14 unique values
0 missing
Eig08_AEA.dm.numeric11 unique values
0 missing
ATS1inumeric13 unique values
0 missing
Eig08_AEA.ed.numeric20 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig08_AEA.ri.numeric26 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig08_EA.bo.numeric21 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig08_EA.ed.numeric23 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig08_EA.ri.numeric25 unique values
0 missing
ATS2inumeric15 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
ATS2mnumeric15 unique values
0 missing
Eig09_AEA.dm.numeric11 unique values
0 missing
ATS2pnumeric15 unique values
0 missing
Eig09_AEA.ed.numeric19 unique values
0 missing
ATS2snumeric21 unique values
0 missing
Eig09_AEA.ri.numeric20 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
Eig09_EA.ri.numeric21 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
Eig10_AEA.bo.numeric22 unique values
0 missing
ATS3snumeric27 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig10_AEA.ed.numeric22 unique values
0 missing
ATS4enumeric21 unique values
0 missing
Eig10_AEA.ri.numeric20 unique values
0 missing
ATS4inumeric19 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
ATS4mnumeric26 unique values
0 missing
Eig10_EA.bo.numeric21 unique values
0 missing
ATS4pnumeric28 unique values
0 missing
Eig10_EA.ed.numeric20 unique values
0 missing
ATS4snumeric27 unique values
0 missing
Eig10_EA.ri.numeric21 unique values
0 missing
ATS4vnumeric25 unique values
0 missing
Eig11_AEA.bo.numeric20 unique values
0 missing
ATS5enumeric28 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
ATS5inumeric26 unique values
0 missing
Eig11_AEA.ed.numeric22 unique values
0 missing
ATS5mnumeric28 unique values
0 missing
Eig11_AEA.ri.numeric21 unique values
0 missing
ATS5pnumeric26 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
ATS5snumeric27 unique values
0 missing
Eig11_EA.bo.numeric20 unique values
0 missing
ATS5vnumeric28 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
ATS6enumeric28 unique values
0 missing
Eig11_EA.ri.numeric22 unique values
0 missing
ATS6inumeric28 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
ATS6mnumeric28 unique values
0 missing
Eig12_AEA.dm.numeric15 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig12_AEA.ed.numeric15 unique values
0 missing
ATS6snumeric28 unique values
0 missing
Eig12_AEA.ri.numeric25 unique values
0 missing
ATS6vnumeric28 unique values
0 missing
Eig12_EAnumeric22 unique values
0 missing
ATS7enumeric28 unique values
0 missing
Eig12_EA.bo.numeric23 unique values
0 missing
ATS7inumeric27 unique values
0 missing
Eig12_EA.ed.numeric23 unique values
0 missing
ATS7mnumeric28 unique values
0 missing
Eig12_EA.ri.numeric24 unique values
0 missing
ATS7pnumeric27 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
ATS7snumeric26 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
ATS7vnumeric28 unique values
0 missing
Eig13_AEA.ed.numeric24 unique values
0 missing
ATS8enumeric27 unique values
0 missing
Eig13_AEA.ri.numeric22 unique values
0 missing
ATS8inumeric27 unique values
0 missing
Eig13_EAnumeric23 unique values
0 missing
ATS8mnumeric28 unique values
0 missing
Eig13_EA.bo.numeric24 unique values
0 missing
ATS8pnumeric28 unique values
0 missing
Eig13_EA.ed.numeric24 unique values
0 missing
ATS8snumeric27 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
ATS8vnumeric28 unique values
0 missing
Eig14_AEA.bo.numeric19 unique values
0 missing
ATSC1enumeric10 unique values
0 missing
Eig14_AEA.dm.numeric25 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eig14_AEA.ed.numeric19 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
Eig14_AEA.ri.numeric23 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
ATSC2enumeric15 unique values
0 missing
Eig14_EA.ri.numeric25 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
ATSC2mnumeric15 unique values
0 missing
Eig15_AEA.dm.numeric26 unique values
0 missing
ATSC2pnumeric15 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
ATSC2snumeric27 unique values
0 missing
Eig15_AEA.ri.numeric20 unique values
0 missing
ATSC2vnumeric15 unique values
0 missing
Eig15_EAnumeric20 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
Eig15_EA.bo.numeric25 unique values
0 missing
ATSC3inumeric15 unique values
0 missing
Eig15_EA.ed.numeric20 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig15_EA.ri.numeric23 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
Eta_alphanumeric11 unique values
0 missing
ATSC3snumeric28 unique values
0 missing
Eta_alpha_Anumeric6 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Eta_Bnumeric8 unique values
0 missing
ATSC4enumeric27 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
ATSC4inumeric25 unique values
0 missing
Eta_betanumeric13 unique values
0 missing
ATSC4mnumeric28 unique values
0 missing
Eta_beta_Anumeric15 unique values
0 missing
ATSC4pnumeric28 unique values
0 missing
Eta_betaPnumeric4 unique values
0 missing
ATSC4snumeric28 unique values
0 missing
Eta_betaP_Anumeric9 unique values
0 missing
ATSC4vnumeric28 unique values
0 missing
Eta_betaSnumeric11 unique values
0 missing
ATSC5enumeric25 unique values
0 missing
Eta_betaS_Anumeric13 unique values
0 missing
ATSC5inumeric28 unique values
0 missing
Eta_Cnumeric28 unique values
0 missing
ATSC5mnumeric28 unique values
0 missing
Eta_C_Anumeric25 unique values
0 missing
ATSC5pnumeric27 unique values
0 missing
Eta_epsinumeric14 unique values
0 missing
ATSC5snumeric28 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
ATSC5vnumeric28 unique values
0 missing
Eta_Fnumeric28 unique values
0 missing
ATSC6enumeric26 unique values
0 missing
Eta_F_Anumeric26 unique values
0 missing
ATSC6inumeric27 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
ATSC6mnumeric28 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
ATSC6pnumeric28 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
ATSC6snumeric28 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
ATSC6vnumeric28 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
ATSC7enumeric27 unique values
0 missing
Eta_sh_xnumeric2 unique values
0 missing
ATSC7inumeric25 unique values
0 missing
Eta_sh_ynumeric13 unique values
0 missing
ATSC7mnumeric27 unique values
0 missing
GATS1enumeric15 unique values
0 missing
ATSC7pnumeric28 unique values
0 missing
GATS1inumeric15 unique values
0 missing
ATSC7snumeric28 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
ATSC7vnumeric28 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
ATSC8enumeric27 unique values
0 missing
GATS1snumeric16 unique values
0 missing
ATSC8inumeric27 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
ATSC8mnumeric27 unique values
0 missing
GATS2enumeric15 unique values
0 missing
ATSC8pnumeric28 unique values
0 missing
GATS2inumeric15 unique values
0 missing
ATSC8snumeric28 unique values
0 missing
GATS2mnumeric15 unique values
0 missing
ATSC8vnumeric28 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
BACnumeric7 unique values
0 missing
GATS2snumeric25 unique values
0 missing
BBInumeric8 unique values
0 missing
GATS2vnumeric15 unique values
0 missing
BIC0numeric14 unique values
0 missing
GATS3enumeric16 unique values
0 missing
BIC1numeric11 unique values
0 missing
GATS3inumeric17 unique values
0 missing
BIC2numeric25 unique values
0 missing
GATS3mnumeric18 unique values
0 missing
BIC3numeric24 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
BIC4numeric24 unique values
0 missing
GATS3snumeric28 unique values
0 missing
BIC5numeric21 unique values
0 missing
GATS3vnumeric17 unique values
0 missing
BIDnumeric13 unique values
0 missing
GATS4enumeric27 unique values
0 missing
BLInumeric18 unique values
0 missing
GATS4inumeric28 unique values
0 missing
BLTA96numeric14 unique values
0 missing
GATS4mnumeric26 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GATS4pnumeric28 unique values
0 missing
BLTF96numeric13 unique values
0 missing
GATS4snumeric28 unique values
0 missing
C.numeric13 unique values
0 missing
GATS4vnumeric27 unique values
0 missing
C.001numeric3 unique values
0 missing
GATS5enumeric28 unique values
0 missing
C.002numeric4 unique values
0 missing
GATS5inumeric26 unique values
0 missing
C.003numeric2 unique values
0 missing
GATS5mnumeric26 unique values
0 missing
C.005numeric3 unique values
0 missing
GATS5pnumeric28 unique values
0 missing
C.006numeric4 unique values
0 missing
GATS5snumeric28 unique values
0 missing
C.008numeric2 unique values
0 missing
GATS5vnumeric26 unique values
0 missing
C.024numeric4 unique values
0 missing
GATS6enumeric28 unique values
0 missing
C.025numeric2 unique values
0 missing
GATS6inumeric27 unique values
0 missing
C.026numeric2 unique values
0 missing
GATS6mnumeric26 unique values
0 missing
C.033numeric2 unique values
0 missing
GATS6pnumeric27 unique values
0 missing
C.034numeric2 unique values
0 missing
GATS6snumeric27 unique values
0 missing
C.040numeric2 unique values
0 missing
GATS6vnumeric28 unique values
0 missing
CATS2D_01_LLnumeric5 unique values
0 missing
GATS7inumeric26 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
GATS7mnumeric27 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
GATS7pnumeric27 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
GATS7snumeric28 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
GATS7vnumeric26 unique values
0 missing
CATS2D_02_LLnumeric4 unique values
0 missing
GATS8enumeric27 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
GATS8inumeric28 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
GATS8mnumeric28 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
GATS8pnumeric28 unique values
0 missing
CATS2D_03_DLnumeric4 unique values
0 missing
GATS8snumeric28 unique values
0 missing
CATS2D_03_LLnumeric4 unique values
0 missing
GATS8vnumeric28 unique values
0 missing
CATS2D_04_AAnumeric2 unique values
0 missing
GGI1numeric5 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GGI10numeric18 unique values
0 missing
CATS2D_04_DAnumeric2 unique values
0 missing
GGI2numeric9 unique values
0 missing
CATS2D_04_LLnumeric4 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GGI4numeric15 unique values
0 missing
CATS2D_05_ALnumeric5 unique values
0 missing
GGI5numeric18 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
GGI6numeric23 unique values
0 missing
CATS2D_05_DLnumeric3 unique values
0 missing
GGI7numeric24 unique values
0 missing
CATS2D_05_LLnumeric7 unique values
0 missing
GGI8numeric21 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
GGI9numeric22 unique values
0 missing
CATS2D_06_ALnumeric4 unique values
0 missing
GMTInumeric26 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
GMTIVnumeric28 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
GNarnumeric11 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
H.numeric13 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
H.046numeric6 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
H.047numeric8 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
H.052numeric5 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
HDcpxnumeric19 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
HNarnumeric11 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
HVcpxnumeric25 unique values
0 missing
CATS2D_08_DLnumeric3 unique values
0 missing
Hynumeric12 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
IACnumeric14 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
IC0numeric14 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
IC1numeric15 unique values
0 missing
CENTnumeric26 unique values
0 missing
IC2numeric28 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
IC3numeric28 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
IC4numeric27 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
IC5numeric24 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
IDDEnumeric18 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
IDDMnumeric22 unique values
0 missing
Chi0_EA.bo.numeric15 unique values
0 missing
IDEnumeric24 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
IDETnumeric26 unique values
0 missing
Chi0_EA.ed.numeric26 unique values
0 missing
IDMnumeric26 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
IDMTnumeric26 unique values
0 missing
Chi1_AEA.bo.numeric22 unique values
0 missing
Infective.50numeric2 unique values
0 missing
Chi1_AEA.dm.numeric22 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
Chi1_AEA.ed.numeric22 unique values
0 missing
ISIZnumeric11 unique values
0 missing
Chi1_AEA.ri.numeric22 unique values
0 missing
IVDEnumeric11 unique values
0 missing
Chi1_EAnumeric22 unique values
0 missing
IVDMnumeric11 unique values
0 missing
Chi1_EA.bo.numeric26 unique values
0 missing
JGI1numeric13 unique values
0 missing
Chi1_EA.dm.numeric12 unique values
0 missing
JGI10numeric7 unique values
0 missing
Chi1_EA.ed.numeric26 unique values
0 missing
JGI2numeric16 unique values
0 missing
Chi1_EA.ri.numeric28 unique values
0 missing
JGI3numeric13 unique values
0 missing
CIC0numeric14 unique values
0 missing
JGI4numeric11 unique values
0 missing
CIC1numeric15 unique values
0 missing
JGI6numeric8 unique values
0 missing
CIC2numeric27 unique values
0 missing
JGI7numeric10 unique values
0 missing
CIC3numeric27 unique values
0 missing
JGI8numeric11 unique values
0 missing
CIC4numeric25 unique values
0 missing
JGI9numeric6 unique values
0 missing
CIC5numeric22 unique values
0 missing
JGTnumeric26 unique values
0 missing
CIDnumeric13 unique values
0 missing
LLS_01numeric4 unique values
0 missing
CMC.50numeric2 unique values
0 missing
LOCnumeric11 unique values
0 missing
CSInumeric24 unique values
0 missing
LPRSnumeric26 unique values
0 missing
DBInumeric9 unique values
0 missing
MATS1enumeric13 unique values
0 missing
D.Dtr03numeric4 unique values
0 missing
MATS1inumeric15 unique values
0 missing
D.Dtr05numeric26 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
D.Dtr06numeric26 unique values
0 missing
MATS1pnumeric15 unique values
0 missing
D.Dtr09numeric25 unique values
0 missing
MATS1snumeric15 unique values
0 missing
DECCnumeric24 unique values
0 missing
MATS1vnumeric12 unique values
0 missing
DELSnumeric28 unique values
0 missing
MATS2enumeric15 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS2inumeric15 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS2mnumeric14 unique values
0 missing
DLS_05numeric2 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
DLS_consnumeric4 unique values
0 missing
MATS2snumeric26 unique values
0 missing
Dznumeric10 unique values
0 missing
MATS2vnumeric15 unique values
0 missing
ECCnumeric23 unique values
0 missing
MATS3enumeric16 unique values
0 missing
Eig01_AEA.bo.numeric8 unique values
0 missing
MATS3inumeric18 unique values
0 missing
Eig01_AEA.dm.numeric3 unique values
0 missing
MATS3mnumeric17 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
MATS3pnumeric18 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
MATS3snumeric25 unique values
0 missing
Eig01_EAnumeric8 unique values
0 missing
MATS3vnumeric17 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
MATS4enumeric24 unique values
0 missing
Eig01_EA.dm.numeric3 unique values
0 missing
MATS4inumeric28 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS4mnumeric28 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
Eig02_AEA.bo.numeric22 unique values
0 missing
MATS4snumeric26 unique values
0 missing
Eig02_AEA.dm.numeric19 unique values
0 missing
MATS4vnumeric28 unique values
0 missing
Eig02_AEA.ed.numeric20 unique values
0 missing
MATS5enumeric28 unique values
0 missing
Eig02_AEA.ri.numeric24 unique values
0 missing
MATS5inumeric27 unique values
0 missing
Eig02_EAnumeric24 unique values
0 missing
MATS5mnumeric28 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS5pnumeric26 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
MATS5snumeric27 unique values
0 missing
Eig02_EA.ed.numeric22 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
Eig02_EA.ri.numeric21 unique values
0 missing
MATS6enumeric26 unique values
0 missing
Eig03_AEA.bo.numeric26 unique values
0 missing
MATS6inumeric28 unique values
0 missing
Eig03_AEA.dm.numeric6 unique values
0 missing
MATS6mnumeric26 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
MATS6pnumeric26 unique values
0 missing
Eig03_AEA.ri.numeric25 unique values
0 missing
MATS6snumeric25 unique values
0 missing
Eig03_EAnumeric25 unique values
0 missing
MATS6vnumeric25 unique values
0 missing
Eig03_EA.bo.numeric21 unique values
0 missing
MATS7enumeric28 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
MATS7inumeric28 unique values
0 missing
Eig03_EA.ed.numeric21 unique values
0 missing
MATS7mnumeric27 unique values
0 missing
Eig03_EA.ri.numeric26 unique values
0 missing
MATS7pnumeric26 unique values
0 missing
Eig04_AEA.dm.numeric26 unique values
0 missing
MATS7snumeric27 unique values
0 missing
Eig04_AEA.ed.numeric22 unique values
0 missing
MATS7vnumeric25 unique values
0 missing
Eig04_AEA.ri.numeric28 unique values
0 missing
MATS8enumeric28 unique values
0 missing
Eig04_EAnumeric26 unique values
0 missing
MATS8inumeric28 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
28
Number of instances (rows) of the dataset.
NumberOfFeatures
536
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
535
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile2KurtosisOfNumericAtts
-0.33
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
19.14
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2MeansOfNumericAtts
1.67
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.
MeanSkewnessOfNumericAtts
0.39
Mean skewness among 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.
MeanStdDevOfNumericAtts
16.44
Mean standard deviation of attributes of the numeric type.
Quartile2SkewnessOfNumericAtts
0.2
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.16
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.14
Minimum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.18
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
28
Maximum kurtosis 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
1.07
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
17485.18
Maximum of means among attributes of the numeric type.
MinNominalAttDistinctValues
The minimal number of distinct values among attributes of the nominal type.
PercentageOfNumericFeatures
99.81
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.47
Third quartile of means among attributes of the numeric type.
MaxMutualInformation
Maximum mutual information between the nominal attributes and the target attribute.
MinSkewnessOfNumericAtts
-5.29
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal 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.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.76
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.29
Maximum skewness among attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.9
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.51
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
4012.83
Maximum standard deviation of attributes of the numeric type.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.51
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.
MeanAttributeEntropy
Average entropy of the attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
Quartile1MutualInformation
First quartile of mutual information between the nominal attributes and the target attribute.
MeanKurtosisOfNumericAtts
1.17
Mean kurtosis among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.26
First quartile of skewness among attributes of the numeric type.
MeanMeansOfNumericAtts
75.3
Mean of means among attributes of the numeric type.
Quartile1StdDevOfNumericAtts
0.08
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.74
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among 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.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1293300
0 runs - estimation_procedure: 50 times Clustering
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