Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154

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: CHEMBL2154 (TID: 10585), and it has 17 rows and 708 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.

710 features

pXC50 (target)numeric13 unique values
0 missing
molecule_id (row identifier)nominal17 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
GATS5vnumeric15 unique values
0 missing
CIC2numeric17 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
GATS6enumeric17 unique values
0 missing
MATS3mnumeric17 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
GATS6inumeric16 unique values
0 missing
RBFnumeric13 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
PW3numeric15 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
SpMAD_EA.ri.numeric13 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
GATS6snumeric16 unique values
0 missing
GATS8enumeric17 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
GATS7enumeric17 unique values
0 missing
MATS8enumeric17 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
GATS7inumeric17 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
GATS7mnumeric17 unique values
0 missing
HNarnumeric15 unique values
0 missing
BBInumeric15 unique values
0 missing
GATS7pnumeric17 unique values
0 missing
MCDnumeric14 unique values
0 missing
BIC0numeric13 unique values
0 missing
GATS7snumeric17 unique values
0 missing
Minumeric9 unique values
0 missing
BIC3numeric16 unique values
0 missing
GATS7vnumeric16 unique values
0 missing
IC1numeric15 unique values
0 missing
BIC4numeric14 unique values
0 missing
GATS8inumeric16 unique values
0 missing
X2Anumeric11 unique values
0 missing
BIC5numeric13 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
BIDnumeric14 unique values
0 missing
GATS8snumeric17 unique values
0 missing
ATS3inumeric17 unique values
0 missing
BLInumeric15 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
ATS3mnumeric17 unique values
0 missing
BLTA96numeric14 unique values
0 missing
GGI1numeric9 unique values
0 missing
ATS4snumeric17 unique values
0 missing
BLTD48numeric14 unique values
0 missing
GGI10numeric8 unique values
0 missing
ATS6inumeric17 unique values
0 missing
BLTF96numeric14 unique values
0 missing
GGI2numeric7 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
C.numeric14 unique values
0 missing
GGI3numeric7 unique values
0 missing
ATSC2pnumeric17 unique values
0 missing
C.001numeric2 unique values
0 missing
GGI4numeric15 unique values
0 missing
ATSC3inumeric17 unique values
0 missing
C.002numeric3 unique values
0 missing
GGI5numeric15 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
C.005numeric2 unique values
0 missing
GGI6numeric16 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
C.006numeric3 unique values
0 missing
GGI7numeric16 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
C.008numeric2 unique values
0 missing
GGI8numeric16 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
C.024numeric6 unique values
0 missing
GGI9numeric14 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
C.025numeric3 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
BIC1numeric15 unique values
0 missing
C.026numeric2 unique values
0 missing
GNarnumeric15 unique values
0 missing
BIC2numeric17 unique values
0 missing
C.033numeric2 unique values
0 missing
H.numeric13 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
C.038numeric2 unique values
0 missing
H.047numeric7 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
C.040numeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
H.050numeric2 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
H.051numeric3 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
H.052numeric2 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
CATS2D_02_AAnumeric2 unique values
0 missing
HDcpxnumeric15 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
HVcpxnumeric16 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Hynumeric14 unique values
0 missing
CIC1numeric16 unique values
0 missing
CATS2D_02_DAnumeric3 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
D.Dtr06numeric16 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
Eig01_AEA.dm.numeric8 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
IACnumeric15 unique values
0 missing
Eig04_AEA.ed.numeric15 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
IC0numeric15 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
CATS2D_03_ALnumeric5 unique values
0 missing
IC2numeric17 unique values
0 missing
Eig04_EAnumeric15 unique values
0 missing
CATS2D_03_DAnumeric2 unique values
0 missing
IC3numeric17 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
CATS2D_03_DLnumeric3 unique values
0 missing
IC4numeric16 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
CATS2D_03_LLnumeric7 unique values
0 missing
IC5numeric16 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
ICRnumeric15 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
IDDEnumeric15 unique values
0 missing
Eig10_AEA.ri.numeric12 unique values
0 missing
CATS2D_04_DLnumeric2 unique values
0 missing
IDEnumeric16 unique values
0 missing
Eig10_EAnumeric13 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
IDETnumeric16 unique values
0 missing
Eig10_EA.ed.numeric13 unique values
0 missing
CATS2D_04_NLnumeric3 unique values
0 missing
IDMnumeric16 unique values
0 missing
Eig11_AEA.bo.numeric14 unique values
0 missing
CATS2D_05_AAnumeric2 unique values
0 missing
IDMTnumeric16 unique values
0 missing
Eig11_AEA.dm.numeric16 unique values
0 missing
CATS2D_05_ALnumeric7 unique values
0 missing
Infective.80numeric2 unique values
0 missing
Eig11_AEA.ed.numeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
Eig11_AEA.ri.numeric12 unique values
0 missing
CATS2D_05_DLnumeric4 unique values
0 missing
ISIZnumeric11 unique values
0 missing
Eig11_EAnumeric13 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
IVDEnumeric15 unique values
0 missing
Eig11_EA.bo.numeric14 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
IVDMnumeric15 unique values
0 missing
Eig11_EA.ed.numeric14 unique values
0 missing
CATS2D_06_AAnumeric2 unique values
0 missing
JGI1numeric14 unique values
0 missing
Eig11_EA.ri.numeric13 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
JGI10numeric4 unique values
0 missing
Eig12_AEA.bo.numeric14 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
JGI2numeric13 unique values
0 missing
Eig12_AEA.ri.numeric14 unique values
0 missing
CATS2D_06_DAnumeric2 unique values
0 missing
JGI3numeric11 unique values
0 missing
Eig12_EAnumeric13 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
JGI4numeric10 unique values
0 missing
Eig12_EA.bo.numeric14 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
JGI5numeric6 unique values
0 missing
Eig12_EA.ed.numeric15 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
JGI6numeric7 unique values
0 missing
Eig12_EA.ri.numeric14 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
JGI7numeric7 unique values
0 missing
Eig13_AEA.bo.numeric13 unique values
0 missing
CATS2D_07_AAnumeric2 unique values
0 missing
JGI8numeric3 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
JGI9numeric7 unique values
0 missing
Eig13_AEA.ri.numeric13 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
JGTnumeric16 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
LLS_02numeric4 unique values
0 missing
Eig13_EA.bo.numeric13 unique values
0 missing
CATS2D_07_DLnumeric5 unique values
0 missing
LOCnumeric14 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
LPRSnumeric16 unique values
0 missing
Eig13_EA.ri.numeric13 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
MATS1enumeric15 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
CATS2D_08_AAnumeric2 unique values
0 missing
MATS1inumeric13 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
CATS2D_08_ALnumeric6 unique values
0 missing
MATS1mnumeric13 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
MATS1pnumeric15 unique values
0 missing
Eig15_AEA.ri.numeric16 unique values
0 missing
CATS2D_08_DAnumeric2 unique values
0 missing
MATS1snumeric16 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
MATS1vnumeric11 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
MATS2enumeric15 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
MATS2inumeric16 unique values
0 missing
Eig15_EA.ri.numeric16 unique values
0 missing
CATS2D_08_NLnumeric4 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
MATS2snumeric16 unique values
0 missing
GMTInumeric16 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
IDDMnumeric15 unique values
0 missing
CATS2D_09_ALnumeric6 unique values
0 missing
MATS3enumeric16 unique values
0 missing
MPC10numeric16 unique values
0 missing
CATS2D_09_APnumeric2 unique values
0 missing
MATS3inumeric16 unique values
0 missing
MWC03numeric16 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
MATS3pnumeric16 unique values
0 missing
MWC05numeric16 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
MATS3snumeric15 unique values
0 missing
ON1numeric16 unique values
0 missing
CATS2D_09_DLnumeric4 unique values
0 missing
MATS3vnumeric17 unique values
0 missing
ON1Vnumeric17 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
MATS4enumeric16 unique values
0 missing
piIDnumeric16 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
MATS4inumeric17 unique values
0 missing
Psi_i_1numeric17 unique values
0 missing
CATS2D_09_PLnumeric3 unique values
0 missing
MATS4pnumeric17 unique values
0 missing
P_VSA_e_2numeric16 unique values
0 missing
CENTnumeric16 unique values
0 missing
MATS4snumeric17 unique values
0 missing
P_VSA_i_2numeric16 unique values
0 missing
Chi0_EA.dm.numeric10 unique values
0 missing
MATS4vnumeric16 unique values
0 missing
P_VSA_m_2numeric16 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
MATS5enumeric17 unique values
0 missing
P_VSA_p_3numeric16 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
MATS5inumeric17 unique values
0 missing
P_VSA_s_4numeric13 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
MATS5mnumeric16 unique values
0 missing
P_VSA_v_3numeric16 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
MATS5pnumeric17 unique values
0 missing
SIC1numeric16 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
MATS5snumeric14 unique values
0 missing
SIC2numeric16 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
SIC3numeric14 unique values
0 missing
Chi1_EA.bo.numeric16 unique values
0 missing
MATS6enumeric16 unique values
0 missing
SM02_AEA.ed.numeric16 unique values
0 missing
Chi1_EA.dm.numeric8 unique values
0 missing
MATS6inumeric16 unique values
0 missing
SM03_AEA.ed.numeric16 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
SM04_AEA.dm.numeric13 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
MATS6pnumeric16 unique values
0 missing
SM04_EAnumeric16 unique values
0 missing
CIC0numeric15 unique values
0 missing
MATS6snumeric16 unique values
0 missing
SM05_AEA.dm.numeric13 unique values
0 missing
CIDnumeric15 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
SM05_AEA.ri.numeric13 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS7enumeric17 unique values
0 missing
SM06_AEA.dm.numeric13 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS7inumeric17 unique values
0 missing
SM06_AEA.ri.numeric14 unique values
0 missing
CSInumeric15 unique values
0 missing
MATS7mnumeric16 unique values
0 missing
SM07_AEA.dm.numeric13 unique values
0 missing
DBInumeric13 unique values
0 missing
MATS7pnumeric17 unique values
0 missing
SM07_AEA.ri.numeric15 unique values
0 missing
D.Dtr05numeric16 unique values
0 missing
MATS7snumeric15 unique values
0 missing
SM08_AEA.dm.numeric14 unique values
0 missing
D.Dtr09numeric16 unique values
0 missing
MATS7vnumeric16 unique values
0 missing
SM08_AEA.ri.numeric14 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
MATS8inumeric16 unique values
0 missing
SM09_AEA.dm.numeric15 unique values
0 missing
DECCnumeric15 unique values
0 missing
MATS8mnumeric17 unique values
0 missing
SM09_AEA.ri.numeric14 unique values
0 missing
DELSnumeric17 unique values
0 missing
MATS8pnumeric17 unique values
0 missing
SM10_AEA.ri.numeric15 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS8snumeric17 unique values
0 missing
SM12_AEA.bo.numeric15 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS8vnumeric17 unique values
0 missing
SM13_AEA.dm.numeric16 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MAXDNnumeric16 unique values
0 missing
SM14_AEA.dm.numeric16 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
SpAD_AEA.bo.numeric16 unique values
0 missing
DLS_04numeric4 unique values
0 missing
MDDDnumeric16 unique values
0 missing
SpAD_AEA.ed.numeric16 unique values
0 missing
DLS_05numeric2 unique values
0 missing
Menumeric11 unique values
0 missing
SpAD_AEA.ri.numeric17 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MLOGPnumeric15 unique values
0 missing
SpAD_EAnumeric16 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MLOGP2numeric15 unique values
0 missing
SpAD_EA.ed.numeric16 unique values
0 missing
DLS_consnumeric10 unique values
0 missing
Mpnumeric11 unique values
0 missing
SpAD_EA.ri.numeric17 unique values
0 missing
Dznumeric12 unique values
0 missing
MPC01numeric12 unique values
0 missing
SpDiam_AEA.dm.numeric8 unique values
0 missing
ECCnumeric15 unique values
0 missing
MPC02numeric15 unique values
0 missing
SpMax3_Bh.e.numeric13 unique values
0 missing
Eig01_AEA.bo.numeric10 unique values
0 missing
MPC03numeric13 unique values
0 missing
SpMax3_Bh.i.numeric13 unique values
0 missing
Eig01_AEA.ed.numeric9 unique values
0 missing
MPC04numeric14 unique values
0 missing
SpMax4_Bh.p.numeric17 unique values
0 missing
Eig01_AEA.ri.numeric10 unique values
0 missing
MPC05numeric15 unique values
0 missing
SpMax5_Bh.p.numeric17 unique values
0 missing
Eig01_EAnumeric11 unique values
0 missing
MPC06numeric14 unique values
0 missing
SpMax5_Bh.v.numeric17 unique values
0 missing
Eig01_EA.bo.numeric7 unique values
0 missing
MPC07numeric14 unique values
0 missing
SpMax8_Bh.i.numeric15 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MPC08numeric16 unique values
0 missing
SpMaxA_AEA.bo.numeric15 unique values
0 missing
Eig01_EA.ed.numeric11 unique values
0 missing
MPC09numeric15 unique values
0 missing
SpMax_AEA.dm.numeric8 unique values
0 missing
Eig01_EA.ri.numeric10 unique values
0 missing
MSDnumeric16 unique values
0 missing
SpMaxA_EA.ed.numeric14 unique values
0 missing
Eig02_AEA.bo.numeric11 unique values
0 missing
Mvnumeric13 unique values
0 missing
SpMin4_Bh.e.numeric13 unique values
0 missing
Eig02_AEA.dm.numeric9 unique values
0 missing
MWnumeric15 unique values
0 missing
SpMin4_Bh.i.numeric13 unique values
0 missing
Eig02_AEA.ed.numeric10 unique values
0 missing
MWC01numeric12 unique values
0 missing
SpMin4_Bh.m.numeric15 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
MWC02numeric15 unique values
0 missing
SpMin4_Bh.p.numeric14 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
MWC04numeric15 unique values
0 missing
SpMin4_Bh.s.numeric15 unique values
0 missing
Eig02_EA.bo.numeric10 unique values
0 missing
MWC06numeric16 unique values
0 missing
SpMin4_Bh.v.numeric14 unique values
0 missing
Eig02_EA.dm.numeric2 unique values
0 missing
MWC07numeric16 unique values
0 missing
SpMin8_Bh.p.numeric15 unique values
0 missing
Eig02_EA.ed.numeric10 unique values
0 missing
MWC08numeric16 unique values
0 missing
SpMin8_Bh.v.numeric14 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
MWC09numeric15 unique values
0 missing
SRW06numeric16 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MWC10numeric16 unique values
0 missing
TIC5numeric16 unique values
0 missing
Eig03_AEA.dm.numeric14 unique values
0 missing
N.numeric10 unique values
0 missing
Wapnumeric16 unique values
0 missing
Eig03_AEA.ed.numeric14 unique values
0 missing
N.072numeric2 unique values
0 missing
X1numeric16 unique values
0 missing
Eig03_AEA.ri.numeric14 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
X1Kupnumeric17 unique values
0 missing
Eig03_EAnumeric14 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
X1Madnumeric17 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
NaasCnumeric3 unique values
0 missing
X1MulPernumeric17 unique values
0 missing
Eig03_EA.dm.numeric5 unique values
0 missing
NaasNnumeric2 unique values
0 missing
X1Pernumeric17 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
nABnumeric4 unique values
0 missing
X1solnumeric16 unique values
0 missing
Eig03_EA.ri.numeric14 unique values
0 missing
nATnumeric11 unique values
0 missing
X1vnumeric17 unique values
0 missing
Eig04_AEA.bo.numeric16 unique values
0 missing
nBMnumeric6 unique values
0 missing
X3numeric16 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
nBnznumeric3 unique values
0 missing
X3solnumeric16 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
nBOnumeric12 unique values
0 missing
X3vnumeric17 unique values
0 missing
Eig04_EA.dm.numeric3 unique values
0 missing
nBTnumeric14 unique values
0 missing
XMODnumeric17 unique values
0 missing
Eig05_AEA.bo.numeric15 unique values
0 missing
nCnumeric12 unique values
0 missing
ZM1Madnumeric17 unique values
0 missing
Eig05_AEA.dm.numeric15 unique values
0 missing
nCarnumeric4 unique values
0 missing
ZM2numeric16 unique values
0 missing
Eig05_AEA.ed.numeric13 unique values
0 missing
nCb.numeric5 unique values
0 missing
ZM2Madnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
nCbHnumeric6 unique values
0 missing
BACnumeric8 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
nCICnumeric3 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig05_EA.bo.numeric15 unique values
0 missing
nCIRnumeric4 unique values
0 missing
CIC4numeric16 unique values
0 missing
Eig05_EA.ri.numeric16 unique values
0 missing
nCpnumeric2 unique values
0 missing
CIC5numeric16 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
nCsnumeric3 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
Eig06_AEA.dm.numeric15 unique values
0 missing
nCsp2numeric6 unique values
0 missing
GATS4inumeric16 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
nDBnumeric3 unique values
0 missing
GATS4vnumeric17 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
NddssSnumeric2 unique values
0 missing
GATS8mnumeric15 unique values
0 missing
Eig06_EAnumeric15 unique values
0 missing
NdOnumeric3 unique values
0 missing
H.046numeric6 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
NdssCnumeric2 unique values
0 missing
nCsp3numeric4 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
nCtnumeric2 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
SIC4numeric15 unique values
0 missing
Eig07_AEA.bo.numeric16 unique values
0 missing
nHnumeric10 unique values
0 missing
SsCH3numeric17 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
nHAccnumeric4 unique values
0 missing
SsssCHnumeric6 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
nHDonnumeric2 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Eig07_AEA.ri.numeric17 unique values
0 missing
nHetnumeric4 unique values
0 missing
CATS2D_07_PLnumeric4 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
nHMnumeric2 unique values
0 missing
SpMin2_Bh.s.numeric14 unique values
0 missing
Eig07_EA.bo.numeric15 unique values
0 missing
nNnumeric2 unique values
0 missing
CIC3numeric17 unique values
0 missing
Eig07_EA.ed.numeric16 unique values
0 missing
NNRSnumeric4 unique values
0 missing
SaaCHnumeric17 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
nOnumeric4 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig08_AEA.bo.numeric15 unique values
0 missing
nPyridinesnumeric2 unique values
0 missing
AECCnumeric15 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
nR06numeric3 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
nR10numeric2 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
Eig08_AEA.ri.numeric16 unique values
0 missing
nRCOnumeric2 unique values
0 missing
AMRnumeric17 unique values
0 missing
Eig08_EAnumeric15 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig08_EA.bo.numeric13 unique values
0 missing
nROHnumeric2 unique values
0 missing
ARRnumeric13 unique values
0 missing
Eig08_EA.ed.numeric16 unique values
0 missing
NRSnumeric2 unique values
0 missing
ATS1enumeric15 unique values
0 missing
Eig08_EA.ri.numeric15 unique values
0 missing
nSnumeric2 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig09_AEA.bo.numeric15 unique values
0 missing
NsCH3numeric2 unique values
0 missing
ATS1mnumeric15 unique values
0 missing
Eig09_AEA.dm.numeric13 unique values
0 missing
nSKnumeric12 unique values
0 missing
ATS1pnumeric15 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
nSO2Nnumeric2 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
NsOHnumeric2 unique values
0 missing
ATS1vnumeric15 unique values
0 missing
Eig09_EAnumeric16 unique values
0 missing
NssCH2numeric2 unique values
0 missing
ATS2enumeric15 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
NssNHnumeric2 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
NsssCHnumeric2 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
O.numeric13 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig10_AEA.bo.numeric11 unique values
0 missing
O.057numeric2 unique values
0 missing
ATS2vnumeric15 unique values
0 missing
Eig10_AEA.dm.numeric15 unique values
0 missing
O.058numeric3 unique values
0 missing
ATS3enumeric17 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
ON0numeric14 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig10_EA.ri.numeric11 unique values
0 missing
ATS3snumeric17 unique values
0 missing
Eig12_AEA.dm.numeric10 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric12 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig14_AEA.dm.numeric13 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
ATS5enumeric16 unique values
0 missing
Eig14_EA.bo.numeric13 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig14_EA.ri.numeric14 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig15_AEA.dm.numeric12 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
ATS5snumeric16 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eta_alpha_Anumeric12 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eta_Bnumeric12 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eta_B_Anumeric9 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
ATS6snumeric17 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eta_betaPnumeric7 unique values
0 missing
ATS7enumeric16 unique values
0 missing
Eta_betaP_Anumeric14 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eta_betaS_Anumeric11 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eta_epsinumeric15 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eta_epsi_Anumeric13 unique values
0 missing
ATS8enumeric17 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eta_FLnumeric12 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eta_Lnumeric17 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
ATSC1enumeric15 unique values
0 missing
Eta_sh_xnumeric5 unique values
0 missing
ATSC1inumeric15 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
ATSC1mnumeric15 unique values
0 missing
GATS1enumeric14 unique values
0 missing
ATSC1pnumeric15 unique values
0 missing
GATS1inumeric15 unique values
0 missing
ATSC1snumeric17 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
GATS1snumeric14 unique values
0 missing
ATSC2enumeric17 unique values
0 missing
GATS1vnumeric13 unique values
0 missing
ATSC2mnumeric17 unique values
0 missing
GATS2enumeric16 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
GATS2inumeric15 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
ATSC3enumeric15 unique values
0 missing
GATS2pnumeric15 unique values
0 missing
ATSC3mnumeric17 unique values
0 missing
GATS2snumeric16 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
GATS2vnumeric16 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
GATS3enumeric17 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
GATS3inumeric17 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
GATS3snumeric17 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
GATS4enumeric17 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
GATS4mnumeric16 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
GATS4pnumeric15 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
GATS4snumeric17 unique values
0 missing
ATSC6enumeric16 unique values
0 missing
GATS5enumeric17 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
GATS5inumeric17 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
GATS5mnumeric16 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
GATS5snumeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
17
Number of instances (rows) of the dataset.
NumberOfFeatures
710
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
709
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
Dimensionality
41.76
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.55
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
0.25
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.53
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
88.43
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
0.28
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.27
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.27
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
17
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.48
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
40775
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
-0.15
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
99.86
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
6.17
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-3.64
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.14
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.12
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.71
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
20522.5
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.01
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
0.97
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.82
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
-0.19
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
180.75
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.17
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.04
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.11
First quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2154
0 runs - estimation_procedure: 50 times Clustering
Define a new task