Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 by Noureddin Sadawi
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
This dataset contains QSAR data (from ChEMBL version 17) showing activity values (unit is pseudo-pCI50) of several compounds on drug target ChEMBL_ID: CHEMBL3528 (TID: 12908), and it has 31 rows and 581 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.

583 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal31 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GGI6numeric17 unique values
0 missing
Chi0_EA.dm.numeric22 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
GGI7numeric15 unique values
0 missing
Chi1_EA.dm.numeric23 unique values
0 missing
CATS2D_07_ANnumeric3 unique values
0 missing
GGI8numeric14 unique values
0 missing
MATS4pnumeric28 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GGI9numeric17 unique values
0 missing
ATS2pnumeric29 unique values
0 missing
CATS2D_07_DDnumeric4 unique values
0 missing
GMTInumeric22 unique values
0 missing
ATS2vnumeric28 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GMTIVnumeric29 unique values
0 missing
ATS3pnumeric30 unique values
0 missing
CATS2D_07_DNnumeric3 unique values
0 missing
GNarnumeric19 unique values
0 missing
ATS3vnumeric29 unique values
0 missing
CATS2D_07_LLnumeric11 unique values
0 missing
H.numeric22 unique values
0 missing
ATS4enumeric31 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
H.046numeric15 unique values
0 missing
ATS4inumeric30 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
ATS6vnumeric27 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
H.049numeric3 unique values
0 missing
ATS7inumeric31 unique values
0 missing
CATS2D_08_ALnumeric12 unique values
0 missing
H.050numeric5 unique values
0 missing
ATS7pnumeric28 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
H.051numeric5 unique values
0 missing
ATS7vnumeric30 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
H.052numeric5 unique values
0 missing
ATSC2inumeric28 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
H.053numeric2 unique values
0 missing
ATSC2vnumeric29 unique values
0 missing
CATS2D_08_DPnumeric2 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
ATSC3inumeric30 unique values
0 missing
CATS2D_08_LLnumeric11 unique values
0 missing
HVcpxnumeric22 unique values
0 missing
ATSC3vnumeric31 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Hynumeric19 unique values
0 missing
ATSC4inumeric31 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
IACnumeric25 unique values
0 missing
ATSC4vnumeric31 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
IC0numeric25 unique values
0 missing
ATSC6inumeric31 unique values
0 missing
CATS2D_09_ALnumeric8 unique values
0 missing
IC1numeric29 unique values
0 missing
ATSC6vnumeric31 unique values
0 missing
CATS2D_09_ANnumeric2 unique values
0 missing
IC2numeric29 unique values
0 missing
ATSC7inumeric31 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
IC3numeric26 unique values
0 missing
ATSC7vnumeric31 unique values
0 missing
CATS2D_09_DLnumeric7 unique values
0 missing
IC4numeric25 unique values
0 missing
ATSC8vnumeric31 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
IC5numeric25 unique values
0 missing
BIC0numeric21 unique values
0 missing
CATS2D_09_LLnumeric12 unique values
0 missing
ICRnumeric22 unique values
0 missing
Eta_sh_xnumeric14 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
IDDEnumeric20 unique values
0 missing
GGI10numeric17 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
IDDMnumeric18 unique values
0 missing
MATS3enumeric30 unique values
0 missing
CENTnumeric22 unique values
0 missing
IDEnumeric21 unique values
0 missing
MATS4vnumeric29 unique values
0 missing
Chi0_AEA.bo.numeric22 unique values
0 missing
IDETnumeric22 unique values
0 missing
ON0Vnumeric26 unique values
0 missing
Chi0_AEA.dm.numeric22 unique values
0 missing
IDMnumeric21 unique values
0 missing
PW5numeric15 unique values
0 missing
Chi0_AEA.ed.numeric22 unique values
0 missing
IDMTnumeric22 unique values
0 missing
SAtotnumeric28 unique values
0 missing
Chi0_AEA.ri.numeric22 unique values
0 missing
ISIZnumeric19 unique values
0 missing
SIC0numeric18 unique values
0 missing
Chi0_EAnumeric22 unique values
0 missing
IVDMnumeric20 unique values
0 missing
SpMax4_Bh.e.numeric17 unique values
0 missing
Chi0_EA.bo.numeric24 unique values
0 missing
JGI10numeric5 unique values
0 missing
SpMax5_Bh.i.numeric23 unique values
0 missing
Chi0_EA.ed.numeric22 unique values
0 missing
JGI2numeric18 unique values
0 missing
SpMax5_Bh.v.numeric21 unique values
0 missing
Chi0_EA.ri.numeric28 unique values
0 missing
JGI3numeric18 unique values
0 missing
SpMax6_Bh.i.numeric27 unique values
0 missing
Chi1_AEA.bo.numeric21 unique values
0 missing
JGI4numeric17 unique values
0 missing
SpMax6_Bh.v.numeric24 unique values
0 missing
Chi1_AEA.dm.numeric21 unique values
0 missing
JGI5numeric11 unique values
0 missing
SpMin6_Bh.e.numeric22 unique values
0 missing
Chi1_AEA.ed.numeric21 unique values
0 missing
JGI6numeric13 unique values
0 missing
SpMin6_Bh.i.numeric24 unique values
0 missing
Chi1_AEA.ri.numeric21 unique values
0 missing
JGI7numeric10 unique values
0 missing
SpMin6_Bh.v.numeric25 unique values
0 missing
Chi1_EAnumeric21 unique values
0 missing
JGI8numeric6 unique values
0 missing
SssssCnumeric19 unique values
0 missing
Chi1_EA.bo.numeric24 unique values
0 missing
LLS_01numeric3 unique values
0 missing
MATS3snumeric25 unique values
0 missing
Chi1_EA.ed.numeric22 unique values
0 missing
LLS_02numeric5 unique values
0 missing
JGI9numeric9 unique values
0 missing
Chi1_EA.ri.numeric29 unique values
0 missing
LPRSnumeric22 unique values
0 missing
GATS4snumeric28 unique values
0 missing
CIC0numeric25 unique values
0 missing
MATS1enumeric22 unique values
0 missing
MATS8vnumeric27 unique values
0 missing
CIC1numeric29 unique values
0 missing
MATS1inumeric26 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
CIC2numeric29 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
C.001numeric7 unique values
0 missing
CIC3numeric26 unique values
0 missing
MATS1pnumeric25 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
CIC4numeric25 unique values
0 missing
MATS1snumeric24 unique values
0 missing
GATS3pnumeric31 unique values
0 missing
CIC5numeric25 unique values
0 missing
MATS1vnumeric23 unique values
0 missing
GATS3vnumeric29 unique values
0 missing
CIDnumeric21 unique values
0 missing
MATS2enumeric24 unique values
0 missing
GATS6snumeric26 unique values
0 missing
cRo5numeric2 unique values
0 missing
MATS2inumeric26 unique values
0 missing
MATS3pnumeric27 unique values
0 missing
CSInumeric22 unique values
0 missing
MATS2mnumeric23 unique values
0 missing
MATS3vnumeric29 unique values
0 missing
DBInumeric16 unique values
0 missing
MATS2pnumeric27 unique values
0 missing
MATS7mnumeric29 unique values
0 missing
D.Dtr03numeric2 unique values
0 missing
MATS2vnumeric29 unique values
0 missing
nCpnumeric7 unique values
0 missing
D.Dtr06numeric19 unique values
0 missing
MATS3inumeric30 unique values
0 missing
NsCH3numeric8 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
MATS3mnumeric26 unique values
0 missing
P_VSA_LogP_1numeric9 unique values
0 missing
DECCnumeric21 unique values
0 missing
MATS4enumeric26 unique values
0 missing
SsCH3numeric30 unique values
0 missing
DELSnumeric31 unique values
0 missing
MATS4mnumeric26 unique values
0 missing
TIC3numeric26 unique values
0 missing
DLS_01numeric5 unique values
0 missing
MATS4snumeric29 unique values
0 missing
TIC2numeric29 unique values
0 missing
DLS_02numeric5 unique values
0 missing
MATS5enumeric26 unique values
0 missing
ATS1snumeric29 unique values
0 missing
DLS_03numeric5 unique values
0 missing
MATS5inumeric30 unique values
0 missing
Eig13_AEA.dm.numeric20 unique values
0 missing
DLS_04numeric7 unique values
0 missing
MATS5mnumeric26 unique values
0 missing
GATS2snumeric27 unique values
0 missing
DLS_06numeric6 unique values
0 missing
MATS5pnumeric31 unique values
0 missing
GATS4vnumeric30 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS5snumeric25 unique values
0 missing
H.047numeric9 unique values
0 missing
DLS_consnumeric13 unique values
0 missing
MATS5vnumeric28 unique values
0 missing
MATS2snumeric25 unique values
0 missing
Dznumeric19 unique values
0 missing
MATS6enumeric29 unique values
0 missing
SpMax2_Bh.s.numeric8 unique values
0 missing
ECCnumeric22 unique values
0 missing
MATS6inumeric30 unique values
0 missing
TIC4numeric25 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
MATS6mnumeric26 unique values
0 missing
TIC5numeric25 unique values
0 missing
Eig01_AEA.dm.numeric11 unique values
0 missing
GATS6vnumeric27 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
HNarnumeric21 unique values
0 missing
Eig01_AEA.ri.numeric9 unique values
0 missing
P_VSA_LogP_5numeric11 unique values
0 missing
Eig01_EAnumeric9 unique values
0 missing
P_VSA_MR_6numeric15 unique values
0 missing
Eig01_EA.bo.numeric8 unique values
0 missing
PW2numeric19 unique values
0 missing
Eig01_EA.dm.numeric8 unique values
0 missing
X0Anumeric17 unique values
0 missing
Eig01_EA.ed.numeric10 unique values
0 missing
Eta_B_Anumeric16 unique values
0 missing
Eig01_EA.ri.numeric9 unique values
0 missing
IVDEnumeric21 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
JGI1numeric20 unique values
0 missing
Eig02_AEA.dm.numeric16 unique values
0 missing
JGTnumeric22 unique values
0 missing
Eig02_AEA.ed.numeric11 unique values
0 missing
LOCnumeric22 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
PDInumeric27 unique values
0 missing
Eig02_EA.bo.numeric17 unique values
0 missing
GATS3inumeric30 unique values
0 missing
Eig02_EA.dm.numeric8 unique values
0 missing
GATS4inumeric30 unique values
0 missing
Eig02_EA.ed.numeric13 unique values
0 missing
GATS4pnumeric29 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS4inumeric28 unique values
0 missing
Eig03_AEA.dm.numeric18 unique values
0 missing
MATS6snumeric26 unique values
0 missing
Eig03_AEA.ed.numeric13 unique values
0 missing
P_VSA_s_4numeric14 unique values
0 missing
Eig03_AEA.ri.numeric21 unique values
0 missing
SpDiam_EA.bo.numeric9 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
Eig02_AEA.ri.numeric19 unique values
0 missing
Eig03_EA.bo.numeric18 unique values
0 missing
Eig02_EA.ri.numeric18 unique values
0 missing
Eig03_EA.ed.numeric15 unique values
0 missing
AACnumeric25 unique values
0 missing
Eig03_EA.ri.numeric20 unique values
0 missing
AECCnumeric22 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
ALOGPnumeric29 unique values
0 missing
Eig04_AEA.dm.numeric20 unique values
0 missing
ALOGP2numeric29 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
AMRnumeric29 unique values
0 missing
Eig04_AEA.ri.numeric23 unique values
0 missing
AMWnumeric24 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
ARRnumeric9 unique values
0 missing
Eig04_EA.bo.numeric18 unique values
0 missing
ATS1enumeric24 unique values
0 missing
Eig04_EA.dm.numeric8 unique values
0 missing
ATS1inumeric23 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
ATS1mnumeric26 unique values
0 missing
Eig04_EA.ri.numeric22 unique values
0 missing
ATS1pnumeric24 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
ATS1vnumeric24 unique values
0 missing
Eig05_AEA.dm.numeric13 unique values
0 missing
ATS2enumeric26 unique values
0 missing
Eig05_AEA.ed.numeric12 unique values
0 missing
ATS2inumeric27 unique values
0 missing
Eig05_AEA.ri.numeric14 unique values
0 missing
ATS2mnumeric28 unique values
0 missing
Eig05_EAnumeric14 unique values
0 missing
ATS2snumeric30 unique values
0 missing
Eig05_EA.bo.numeric16 unique values
0 missing
ATS3enumeric30 unique values
0 missing
Eig05_EA.dm.numeric7 unique values
0 missing
ATS3inumeric27 unique values
0 missing
Eig05_EA.ed.numeric15 unique values
0 missing
ATS3mnumeric27 unique values
0 missing
Eig05_EA.ri.numeric14 unique values
0 missing
ATS3snumeric31 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
ATS4mnumeric28 unique values
0 missing
Eig06_AEA.dm.numeric18 unique values
0 missing
ATS4pnumeric31 unique values
0 missing
Eig06_AEA.ed.numeric15 unique values
0 missing
ATS4snumeric30 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
ATS4vnumeric31 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
ATS5enumeric29 unique values
0 missing
Eig06_EA.bo.numeric16 unique values
0 missing
ATS5inumeric30 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
ATS5mnumeric29 unique values
0 missing
Eig06_EA.ed.numeric14 unique values
0 missing
ATS5pnumeric31 unique values
0 missing
Eig06_EA.ri.numeric19 unique values
0 missing
ATS5snumeric29 unique values
0 missing
Eig07_AEA.bo.numeric20 unique values
0 missing
ATS5vnumeric30 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
ATS6enumeric29 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
ATS6inumeric30 unique values
0 missing
Eig07_AEA.ri.numeric19 unique values
0 missing
ATS6mnumeric30 unique values
0 missing
Eig07_EAnumeric20 unique values
0 missing
ATS6pnumeric28 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
ATS6snumeric27 unique values
0 missing
Eig07_EA.dm.numeric2 unique values
0 missing
ATS7enumeric30 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
ATS7mnumeric29 unique values
0 missing
Eig07_EA.ri.numeric20 unique values
0 missing
ATS7snumeric30 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
ATS8enumeric31 unique values
0 missing
Eig08_AEA.dm.numeric21 unique values
0 missing
ATS8inumeric30 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
ATS8mnumeric31 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
ATS8pnumeric31 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
ATS8snumeric29 unique values
0 missing
Eig08_EA.bo.numeric19 unique values
0 missing
ATS8vnumeric28 unique values
0 missing
Eig08_EA.ed.numeric22 unique values
0 missing
ATSC1enumeric26 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
ATSC1inumeric25 unique values
0 missing
Eig09_AEA.bo.numeric21 unique values
0 missing
ATSC1mnumeric26 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
ATSC1pnumeric25 unique values
0 missing
Eig09_AEA.ed.numeric21 unique values
0 missing
ATSC1snumeric29 unique values
0 missing
Eig09_AEA.ri.numeric25 unique values
0 missing
ATSC1vnumeric26 unique values
0 missing
Eig09_EAnumeric20 unique values
0 missing
ATSC2enumeric29 unique values
0 missing
Eig09_EA.bo.numeric21 unique values
0 missing
ATSC2mnumeric29 unique values
0 missing
Eig09_EA.ed.numeric21 unique values
0 missing
ATSC2pnumeric29 unique values
0 missing
Eig09_EA.ri.numeric25 unique values
0 missing
ATSC2snumeric31 unique values
0 missing
Eig10_AEA.bo.numeric20 unique values
0 missing
ATSC3enumeric29 unique values
0 missing
Eig10_AEA.dm.numeric24 unique values
0 missing
ATSC3mnumeric31 unique values
0 missing
Eig10_AEA.ed.numeric21 unique values
0 missing
ATSC3pnumeric31 unique values
0 missing
Eig10_AEA.ri.numeric24 unique values
0 missing
ATSC3snumeric31 unique values
0 missing
Eig10_EAnumeric22 unique values
0 missing
ATSC4enumeric30 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
ATSC4mnumeric31 unique values
0 missing
Eig10_EA.ed.numeric22 unique values
0 missing
ATSC4pnumeric31 unique values
0 missing
Eig10_EA.ri.numeric26 unique values
0 missing
ATSC4snumeric31 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
ATSC5enumeric28 unique values
0 missing
Eig11_AEA.dm.numeric20 unique values
0 missing
ATSC5inumeric30 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
ATSC5mnumeric31 unique values
0 missing
Eig11_AEA.ri.numeric25 unique values
0 missing
ATSC5pnumeric31 unique values
0 missing
Eig11_EAnumeric20 unique values
0 missing
ATSC5snumeric31 unique values
0 missing
Eig11_EA.bo.numeric22 unique values
0 missing
ATSC5vnumeric31 unique values
0 missing
Eig11_EA.ed.numeric21 unique values
0 missing
ATSC6enumeric30 unique values
0 missing
Eig11_EA.ri.numeric27 unique values
0 missing
ATSC6mnumeric31 unique values
0 missing
Eig12_AEA.bo.numeric24 unique values
0 missing
ATSC6pnumeric31 unique values
0 missing
Eig12_AEA.dm.numeric20 unique values
0 missing
ATSC6snumeric31 unique values
0 missing
Eig12_AEA.ed.numeric17 unique values
0 missing
ATSC7enumeric31 unique values
0 missing
Eig12_AEA.ri.numeric24 unique values
0 missing
ATSC7mnumeric31 unique values
0 missing
Eig12_EAnumeric19 unique values
0 missing
ATSC7pnumeric31 unique values
0 missing
Eig12_EA.bo.numeric22 unique values
0 missing
ATSC7snumeric31 unique values
0 missing
Eig12_EA.ed.numeric19 unique values
0 missing
ATSC8enumeric31 unique values
0 missing
Eig12_EA.ri.numeric23 unique values
0 missing
ATSC8inumeric29 unique values
0 missing
Eig13_AEA.bo.numeric23 unique values
0 missing
ATSC8mnumeric31 unique values
0 missing
Eig13_AEA.ed.numeric21 unique values
0 missing
ATSC8pnumeric31 unique values
0 missing
Eig13_AEA.ri.numeric23 unique values
0 missing
ATSC8snumeric31 unique values
0 missing
Eig13_EAnumeric19 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig13_EA.bo.numeric24 unique values
0 missing
BBInumeric13 unique values
0 missing
Eig13_EA.ed.numeric20 unique values
0 missing
BIC1numeric29 unique values
0 missing
Eig13_EA.ri.numeric24 unique values
0 missing
BIC2numeric26 unique values
0 missing
Eig14_AEA.bo.numeric24 unique values
0 missing
BIC3numeric22 unique values
0 missing
Eig14_AEA.dm.numeric21 unique values
0 missing
BIC4numeric22 unique values
0 missing
Eig14_AEA.ed.numeric22 unique values
0 missing
BIC5numeric25 unique values
0 missing
Eig14_AEA.ri.numeric27 unique values
0 missing
BIDnumeric14 unique values
0 missing
Eig14_EAnumeric22 unique values
0 missing
BLInumeric28 unique values
0 missing
Eig14_EA.bo.numeric24 unique values
0 missing
BLTA96numeric26 unique values
0 missing
Eig14_EA.ed.numeric22 unique values
0 missing
BLTD48numeric25 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
BLTF96numeric25 unique values
0 missing
Eig15_AEA.bo.numeric22 unique values
0 missing
C.numeric18 unique values
0 missing
Eig15_AEA.dm.numeric19 unique values
0 missing
C.002numeric11 unique values
0 missing
Eig15_AEA.ed.numeric22 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig15_AEA.ri.numeric26 unique values
0 missing
C.004numeric3 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig15_EA.bo.numeric23 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig15_EA.ed.numeric22 unique values
0 missing
C.008numeric4 unique values
0 missing
Eig15_EA.ri.numeric26 unique values
0 missing
C.009numeric2 unique values
0 missing
Eta_alphanumeric20 unique values
0 missing
C.011numeric2 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
C.016numeric4 unique values
0 missing
Eta_Bnumeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
Eta_betanumeric23 unique values
0 missing
C.024numeric4 unique values
0 missing
Eta_beta_Anumeric26 unique values
0 missing
C.025numeric2 unique values
0 missing
Eta_betaPnumeric8 unique values
0 missing
C.026numeric2 unique values
0 missing
Eta_betaP_Anumeric20 unique values
0 missing
C.027numeric3 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
C.028numeric2 unique values
0 missing
Eta_betaS_Anumeric20 unique values
0 missing
C.029numeric2 unique values
0 missing
Eta_Cnumeric31 unique values
0 missing
C.038numeric2 unique values
0 missing
Eta_C_Anumeric29 unique values
0 missing
C.040numeric3 unique values
0 missing
Eta_epsinumeric25 unique values
0 missing
C.041numeric3 unique values
0 missing
Eta_epsi_Anumeric25 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_Fnumeric31 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_F_Anumeric29 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_FLnumeric24 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eta_FL_Anumeric22 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eta_Lnumeric29 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eta_L_Anumeric24 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eta_sh_pnumeric23 unique values
0 missing
CATS2D_02_AAnumeric6 unique values
0 missing
Eta_sh_ynumeric24 unique values
0 missing
CATS2D_02_ALnumeric6 unique values
0 missing
GATS1enumeric19 unique values
0 missing
CATS2D_02_DAnumeric6 unique values
0 missing
GATS1inumeric23 unique values
0 missing
CATS2D_02_DDnumeric3 unique values
0 missing
GATS1mnumeric25 unique values
0 missing
CATS2D_02_DLnumeric3 unique values
0 missing
GATS1pnumeric26 unique values
0 missing
CATS2D_02_LLnumeric15 unique values
0 missing
GATS1snumeric23 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GATS1vnumeric24 unique values
0 missing
CATS2D_03_ALnumeric6 unique values
0 missing
GATS2enumeric24 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
GATS2inumeric27 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
GATS2mnumeric27 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
GATS2pnumeric27 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
GATS2vnumeric27 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS3enumeric29 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
GATS3mnumeric30 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS3snumeric26 unique values
0 missing
CATS2D_04_AAnumeric4 unique values
0 missing
GATS4enumeric29 unique values
0 missing
CATS2D_04_ALnumeric6 unique values
0 missing
GATS4mnumeric29 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
GATS5enumeric30 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS5inumeric29 unique values
0 missing
CATS2D_04_DDnumeric3 unique values
0 missing
GATS5mnumeric27 unique values
0 missing
CATS2D_04_DLnumeric5 unique values
0 missing
GATS5pnumeric31 unique values
0 missing
CATS2D_04_DNnumeric3 unique values
0 missing
GATS5snumeric29 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
GATS5vnumeric28 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS6enumeric31 unique values
0 missing
CATS2D_05_AAnumeric6 unique values
0 missing
GATS6inumeric28 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
GATS6mnumeric29 unique values
0 missing
CATS2D_05_ANnumeric3 unique values
0 missing
GATS6pnumeric28 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
GATS7enumeric30 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
GATS7inumeric30 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS7mnumeric30 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
GATS7pnumeric29 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
GATS7snumeric31 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS7vnumeric28 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS8enumeric30 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS8inumeric28 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
GATS8mnumeric29 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS8pnumeric31 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
GATS8snumeric28 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS8vnumeric24 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
GGI1numeric10 unique values
0 missing
CATS2D_06_LLnumeric12 unique values
0 missing
GGI2numeric11 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GGI3numeric14 unique values
0 missing
CATS2D_06_NNnumeric3 unique values
0 missing
GGI4numeric13 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GGI5numeric13 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
31
Number of instances (rows) of the dataset.
NumberOfFeatures
583
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
582
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
31
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-4.67
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
7.79
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
62655.1
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
5.08
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
99.83
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
-3.69
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.17
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
2.11
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
5.57
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
1.35
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
60579.76
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1.47
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
0.68
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
5.86
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
273.02
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.61
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.27
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.16
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
18.81
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
3.68
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
0.88
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.9
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
244.44
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
0.77
Second quartile (Median) of skewness among attributes of the numeric type.
Quartile2StdDevOfNumericAtts
0.29
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.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3528
0 runs - estimation_procedure: 50 times Clustering
Define a new task