Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624

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: CHEMBL4624 (TID: 100216), and it has 18 rows and 640 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.

642 features

pXC50 (target)numeric17 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
CATS2D_02_AAnumeric4 unique values
0 missing
HNarnumeric13 unique values
0 missing
AMRnumeric14 unique values
0 missing
CATS2D_02_ALnumeric4 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
ATS1enumeric14 unique values
0 missing
CATS2D_02_DAnumeric2 unique values
0 missing
Hynumeric14 unique values
0 missing
ATS1inumeric14 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
ATS1pnumeric14 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
ATS1vnumeric14 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
CATS2D_03_ALnumeric3 unique values
0 missing
IACnumeric13 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
CATS2D_03_DLnumeric2 unique values
0 missing
IC0numeric13 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
CATS2D_03_LLnumeric9 unique values
0 missing
IC1numeric14 unique values
0 missing
ATS8inumeric18 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
IC2numeric18 unique values
0 missing
ATSC1mnumeric14 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
IC3numeric18 unique values
0 missing
ATSC1pnumeric14 unique values
0 missing
CATS2D_04_ALnumeric5 unique values
0 missing
IC4numeric14 unique values
0 missing
ATSC1vnumeric14 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
IC5numeric14 unique values
0 missing
ATSC2pnumeric14 unique values
0 missing
CATS2D_04_DLnumeric3 unique values
0 missing
IDDEnumeric17 unique values
0 missing
ATSC2vnumeric14 unique values
0 missing
CATS2D_04_LLnumeric8 unique values
0 missing
IDETnumeric18 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
IDMTnumeric18 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
Infective.50numeric2 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
Infective.80numeric2 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
CATS2D_05_DAnumeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
CATS2D_05_DLnumeric2 unique values
0 missing
IVDEnumeric13 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
CATS2D_05_LLnumeric8 unique values
0 missing
JGI1numeric14 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
JGI10numeric5 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
JGI2numeric17 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
CATS2D_06_ALnumeric7 unique values
0 missing
JGI3numeric16 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
JGI4numeric9 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
CATS2D_06_DLnumeric2 unique values
0 missing
JGI5numeric11 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
CATS2D_06_LLnumeric8 unique values
0 missing
JGI6numeric11 unique values
0 missing
Chi0_EA.ed.numeric18 unique values
0 missing
CATS2D_06_NLnumeric3 unique values
0 missing
JGI7numeric9 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
JGI8numeric7 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
JGI9numeric7 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
CATS2D_07_DAnumeric2 unique values
0 missing
JGTnumeric17 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
CATS2D_07_DLnumeric3 unique values
0 missing
LLS_01numeric3 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
CATS2D_07_LLnumeric9 unique values
0 missing
LLS_02numeric4 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
LOCnumeric14 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
LPRSnumeric18 unique values
0 missing
Chi1_EA.ri.numeric18 unique values
0 missing
CATS2D_08_DLnumeric4 unique values
0 missing
MATS1inumeric14 unique values
0 missing
CIC0numeric13 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
MATS1mnumeric12 unique values
0 missing
CIC1numeric14 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
MATS1pnumeric14 unique values
0 missing
CIDnumeric13 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
MATS1snumeric18 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
CATS2D_09_DLnumeric2 unique values
0 missing
MATS1vnumeric13 unique values
0 missing
Eig08_AEA.ri.numeric14 unique values
0 missing
CENTnumeric17 unique values
0 missing
MATS2enumeric12 unique values
0 missing
Eig08_EAnumeric16 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
MATS2inumeric14 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
Chi0_EA.dm.numeric6 unique values
0 missing
MATS2mnumeric14 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
MATS2pnumeric14 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
Chi1_EA.dm.numeric6 unique values
0 missing
MATS2snumeric18 unique values
0 missing
Eig09_AEA.ri.numeric11 unique values
0 missing
CIC2numeric18 unique values
0 missing
MATS2vnumeric12 unique values
0 missing
Eig09_EAnumeric14 unique values
0 missing
CIC3numeric18 unique values
0 missing
MATS3enumeric17 unique values
0 missing
Eig09_EA.bo.numeric15 unique values
0 missing
CIC4numeric14 unique values
0 missing
MATS3inumeric15 unique values
0 missing
Eig09_EA.ri.numeric10 unique values
0 missing
CIC5numeric14 unique values
0 missing
MATS3mnumeric14 unique values
0 missing
Eig10_AEA.bo.numeric18 unique values
0 missing
CMC.50numeric2 unique values
0 missing
MATS3pnumeric18 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
MATS3snumeric17 unique values
0 missing
Eig12_AEA.bo.numeric15 unique values
0 missing
CSInumeric18 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
Eig12_AEA.ed.numeric18 unique values
0 missing
DBInumeric9 unique values
0 missing
MATS4enumeric18 unique values
0 missing
Eig12_AEA.ri.numeric18 unique values
0 missing
D.Dtr05numeric9 unique values
0 missing
MATS4inumeric18 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
MATS4mnumeric18 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
D.Dtr09numeric9 unique values
0 missing
MATS4pnumeric18 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
DECCnumeric18 unique values
0 missing
MATS4snumeric18 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
DELSnumeric18 unique values
0 missing
MATS4vnumeric16 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
MATS5enumeric18 unique values
0 missing
Eig13_AEA.ed.numeric14 unique values
0 missing
DLS_01numeric2 unique values
0 missing
MATS5inumeric16 unique values
0 missing
Eig14_AEA.ed.numeric12 unique values
0 missing
DLS_02numeric4 unique values
0 missing
MATS5mnumeric18 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
DLS_03numeric3 unique values
0 missing
MATS5pnumeric13 unique values
0 missing
Eta_alphanumeric13 unique values
0 missing
DLS_04numeric3 unique values
0 missing
MATS5snumeric18 unique values
0 missing
Eta_sh_xnumeric13 unique values
0 missing
DLS_06numeric3 unique values
0 missing
MATS5vnumeric18 unique values
0 missing
GGI8numeric10 unique values
0 missing
DLS_07numeric2 unique values
0 missing
MATS6enumeric18 unique values
0 missing
IDDMnumeric16 unique values
0 missing
DLS_consnumeric9 unique values
0 missing
MATS6inumeric16 unique values
0 missing
IDMnumeric18 unique values
0 missing
Dznumeric13 unique values
0 missing
MATS6mnumeric15 unique values
0 missing
ISIZnumeric13 unique values
0 missing
ECCnumeric18 unique values
0 missing
MATS6pnumeric18 unique values
0 missing
IVDMnumeric13 unique values
0 missing
Eig01_AEA.bo.numeric5 unique values
0 missing
MATS6snumeric18 unique values
0 missing
MATS1enumeric14 unique values
0 missing
Eig01_AEA.dm.numeric5 unique values
0 missing
MATS6vnumeric18 unique values
0 missing
MPC09numeric15 unique values
0 missing
Eig01_AEA.ed.numeric6 unique values
0 missing
MATS7enumeric18 unique values
0 missing
nATnumeric13 unique values
0 missing
Eig01_AEA.ri.numeric6 unique values
0 missing
MATS7inumeric17 unique values
0 missing
nBTnumeric13 unique values
0 missing
Eig01_EAnumeric7 unique values
0 missing
MATS7mnumeric17 unique values
0 missing
nHnumeric13 unique values
0 missing
Eig01_EA.bo.numeric4 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
ON0Vnumeric14 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
MATS7snumeric17 unique values
0 missing
ON1numeric18 unique values
0 missing
Eig01_EA.ed.numeric7 unique values
0 missing
MATS7vnumeric18 unique values
0 missing
PHInumeric13 unique values
0 missing
Eig01_EA.ri.numeric6 unique values
0 missing
MATS8enumeric17 unique values
0 missing
piPC01numeric10 unique values
0 missing
Eig02_AEA.bo.numeric7 unique values
0 missing
MATS8inumeric17 unique values
0 missing
Psi_i_0numeric14 unique values
0 missing
Eig02_AEA.dm.numeric7 unique values
0 missing
MATS8mnumeric18 unique values
0 missing
P_VSA_e_1numeric14 unique values
0 missing
Eig02_AEA.ed.numeric7 unique values
0 missing
MATS8pnumeric18 unique values
0 missing
P_VSA_LogP_7numeric13 unique values
0 missing
Eig02_AEA.ri.numeric8 unique values
0 missing
MATS8snumeric18 unique values
0 missing
P_VSA_m_1numeric13 unique values
0 missing
Eig02_EAnumeric8 unique values
0 missing
MATS8vnumeric18 unique values
0 missing
P_VSA_MR_1numeric12 unique values
0 missing
Eig02_EA.bo.numeric6 unique values
0 missing
MAXDNnumeric18 unique values
0 missing
P_VSA_p_1numeric13 unique values
0 missing
Eig02_EA.dm.numeric3 unique values
0 missing
MAXDPnumeric18 unique values
0 missing
P_VSA_s_2numeric13 unique values
0 missing
Eig02_EA.ed.numeric7 unique values
0 missing
MCDnumeric12 unique values
0 missing
P_VSA_v_1numeric13 unique values
0 missing
Eig02_EA.ri.numeric7 unique values
0 missing
MDDDnumeric18 unique values
0 missing
RDCHInumeric18 unique values
0 missing
Eig03_AEA.bo.numeric6 unique values
0 missing
Menumeric12 unique values
0 missing
S0Knumeric14 unique values
0 missing
Eig03_AEA.dm.numeric6 unique values
0 missing
Minumeric10 unique values
0 missing
S2Knumeric13 unique values
0 missing
Eig03_AEA.ed.numeric6 unique values
0 missing
MLOGPnumeric13 unique values
0 missing
SAtotnumeric14 unique values
0 missing
Eig03_AEA.ri.numeric7 unique values
0 missing
MLOGP2numeric13 unique values
0 missing
SCBOnumeric10 unique values
0 missing
Eig03_EAnumeric6 unique values
0 missing
Mpnumeric12 unique values
0 missing
Senumeric13 unique values
0 missing
Eig03_EA.bo.numeric6 unique values
0 missing
MPC01numeric11 unique values
0 missing
Sinumeric13 unique values
0 missing
Eig03_EA.dm.numeric2 unique values
0 missing
MPC02numeric9 unique values
0 missing
SM02_AEA.dm.numeric16 unique values
0 missing
Eig03_EA.ed.numeric6 unique values
0 missing
MPC03numeric13 unique values
0 missing
SM03_AEA.dm.numeric14 unique values
0 missing
Eig03_EA.ri.numeric7 unique values
0 missing
MPC04numeric17 unique values
0 missing
SM03_AEA.ri.numeric15 unique values
0 missing
Eig04_AEA.bo.numeric5 unique values
0 missing
MPC05numeric15 unique values
0 missing
SM06_AEA.dm.numeric17 unique values
0 missing
Eig04_AEA.dm.numeric8 unique values
0 missing
MPC06numeric15 unique values
0 missing
SM07_AEA.ri.numeric17 unique values
0 missing
Eig04_AEA.ed.numeric5 unique values
0 missing
MPC07numeric15 unique values
0 missing
SNarnumeric13 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
MPC08numeric16 unique values
0 missing
Spnumeric13 unique values
0 missing
Eig04_EAnumeric9 unique values
0 missing
MPC10numeric13 unique values
0 missing
SpAD_EA.bo.numeric18 unique values
0 missing
Eig04_EA.bo.numeric5 unique values
0 missing
Mvnumeric12 unique values
0 missing
SpMax5_Bh.i.numeric13 unique values
0 missing
Eig04_EA.ed.numeric6 unique values
0 missing
MWnumeric13 unique values
0 missing
SpMax5_Bh.p.numeric14 unique values
0 missing
Eig04_EA.ri.numeric10 unique values
0 missing
MWC01numeric11 unique values
0 missing
SpMaxA_AEA.bo.numeric14 unique values
0 missing
Eig05_AEA.bo.numeric11 unique values
0 missing
MWC02numeric10 unique values
0 missing
SpMaxA_AEA.ed.numeric12 unique values
0 missing
Eig05_AEA.dm.numeric14 unique values
0 missing
MWC03numeric17 unique values
0 missing
SpMaxA_AEA.ri.numeric13 unique values
0 missing
Eig05_AEA.ed.numeric18 unique values
0 missing
MWC04numeric17 unique values
0 missing
SpMaxA_EAnumeric13 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
MWC05numeric18 unique values
0 missing
SpMaxA_EA.ed.numeric14 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MWC06numeric18 unique values
0 missing
SpMaxA_EA.ri.numeric13 unique values
0 missing
Eig05_EA.bo.numeric10 unique values
0 missing
MWC07numeric18 unique values
0 missing
SpMin4_Bh.p.numeric15 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
MWC08numeric18 unique values
0 missing
SpMin5_Bh.e.numeric16 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MWC09numeric18 unique values
0 missing
SpMin5_Bh.m.numeric15 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
MWC10numeric18 unique values
0 missing
SpMin5_Bh.s.numeric16 unique values
0 missing
Eig06_AEA.ed.numeric11 unique values
0 missing
N.numeric8 unique values
0 missing
SpMin5_Bh.v.numeric16 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
N.072numeric2 unique values
0 missing
SpMin6_Bh.s.numeric16 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
NaaCHnumeric3 unique values
0 missing
SpMin7_Bh.p.numeric14 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
NaasCnumeric3 unique values
0 missing
SpMin8_Bh.m.numeric16 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
nABnumeric3 unique values
0 missing
SpMin8_Bh.s.numeric12 unique values
0 missing
Eig06_EA.ri.numeric16 unique values
0 missing
nArORnumeric2 unique values
0 missing
Svnumeric13 unique values
0 missing
Eig07_AEA.bo.numeric12 unique values
0 missing
nBMnumeric3 unique values
0 missing
TIC1numeric14 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
nBnznumeric3 unique values
0 missing
TIC2numeric18 unique values
0 missing
Eig07_AEA.ed.numeric16 unique values
0 missing
nBOnumeric11 unique values
0 missing
TIC3numeric18 unique values
0 missing
Eig07_AEA.ri.numeric16 unique values
0 missing
nCnumeric12 unique values
0 missing
TIC4numeric14 unique values
0 missing
Eig07_EAnumeric16 unique values
0 missing
nCarnumeric3 unique values
0 missing
TIC5numeric14 unique values
0 missing
Eig07_EA.bo.numeric12 unique values
0 missing
nCb.numeric3 unique values
0 missing
VvdwMGnumeric13 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
nCbHnumeric3 unique values
0 missing
VvdwZAZnumeric13 unique values
0 missing
Eig07_EA.ri.numeric17 unique values
0 missing
nCconjnumeric2 unique values
0 missing
Vxnumeric13 unique values
0 missing
Eig08_AEA.bo.numeric12 unique values
0 missing
nCICnumeric2 unique values
0 missing
X0vnumeric14 unique values
0 missing
Eig08_AEA.dm.numeric12 unique values
0 missing
nCIRnumeric3 unique values
0 missing
X1numeric18 unique values
0 missing
Eig08_AEA.ed.numeric15 unique values
0 missing
nCpnumeric2 unique values
0 missing
X1Kupnumeric18 unique values
0 missing
Eig08_EA.bo.numeric12 unique values
0 missing
X1Madnumeric18 unique values
0 missing
Eig09_AEA.dm.numeric15 unique values
0 missing
X1Pernumeric18 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
X1solnumeric18 unique values
0 missing
Eig09_EA.ed.numeric10 unique values
0 missing
X3solnumeric18 unique values
0 missing
Eig10_AEA.dm.numeric12 unique values
0 missing
X4solnumeric18 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
Xtnumeric12 unique values
0 missing
Eig10_AEA.ri.numeric13 unique values
0 missing
ZM2Madnumeric18 unique values
0 missing
Eig10_EAnumeric14 unique values
0 missing
SpMax2_Bh.e.numeric15 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
AECCnumeric18 unique values
0 missing
Eig10_EA.ri.numeric13 unique values
0 missing
ATS2mnumeric14 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
BIC3numeric17 unique values
0 missing
Eig11_AEA.dm.numeric15 unique values
0 missing
CATS2D_09_LLnumeric8 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
ICRnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric17 unique values
0 missing
IDEnumeric18 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
MSDnumeric18 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
piPC04numeric18 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
P_VSA_MR_5numeric14 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
SpMax7_Bh.m.numeric15 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
Vindexnumeric18 unique values
0 missing
Eig13_AEA.dm.numeric14 unique values
0 missing
X4numeric18 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
Xindexnumeric17 unique values
0 missing
Eig13_EAnumeric13 unique values
0 missing
Yindexnumeric18 unique values
0 missing
Eig13_EA.bo.numeric15 unique values
0 missing
AACnumeric13 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
ALOGPnumeric14 unique values
0 missing
Eig13_EA.ri.numeric14 unique values
0 missing
ALOGP2numeric14 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
AMWnumeric13 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig14_AEA.ri.numeric16 unique values
0 missing
ATS1mnumeric14 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
ATS1snumeric18 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
ATS2enumeric14 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
ATS2inumeric14 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
ATS2pnumeric13 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
ATS2snumeric18 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
ATS2vnumeric14 unique values
0 missing
Eig15_AEA.ed.numeric8 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
ATS3inumeric14 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
ATS3snumeric14 unique values
0 missing
Eig15_EA.ri.numeric14 unique values
0 missing
ATS3vnumeric17 unique values
0 missing
Eta_alpha_Anumeric10 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eta_Bnumeric5 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eta_beta_Anumeric14 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eta_betaPnumeric3 unique values
0 missing
ATS5inumeric18 unique values
0 missing
Eta_betaP_Anumeric13 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eta_betaSnumeric13 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eta_betaS_Anumeric12 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eta_C_Anumeric16 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eta_epsinumeric13 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eta_epsi_Anumeric12 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
ATS6snumeric18 unique values
0 missing
Eta_FLnumeric6 unique values
0 missing
ATS6vnumeric18 unique values
0 missing
Eta_FL_Anumeric16 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
ATS7mnumeric18 unique values
0 missing
Eta_sh_pnumeric13 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eta_sh_ynumeric12 unique values
0 missing
ATS7snumeric18 unique values
0 missing
GATS1enumeric14 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
GATS1inumeric14 unique values
0 missing
ATS8enumeric18 unique values
0 missing
GATS1mnumeric13 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
GATS1pnumeric14 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
GATS1snumeric18 unique values
0 missing
ATS8snumeric18 unique values
0 missing
GATS1vnumeric14 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
GATS2enumeric14 unique values
0 missing
ATSC1enumeric14 unique values
0 missing
GATS2inumeric13 unique values
0 missing
ATSC1inumeric14 unique values
0 missing
GATS2mnumeric14 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
GATS2pnumeric14 unique values
0 missing
ATSC2enumeric14 unique values
0 missing
GATS2snumeric18 unique values
0 missing
ATSC2inumeric14 unique values
0 missing
GATS2vnumeric14 unique values
0 missing
ATSC2mnumeric14 unique values
0 missing
GATS3enumeric18 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
GATS3inumeric15 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
GATS3mnumeric17 unique values
0 missing
ATSC3inumeric14 unique values
0 missing
GATS3pnumeric18 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
GATS3snumeric18 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
GATS3vnumeric15 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
GATS4enumeric18 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
GATS4inumeric15 unique values
0 missing
ATSC4inumeric18 unique values
0 missing
GATS4mnumeric18 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
GATS4snumeric18 unique values
0 missing
ATSC5enumeric17 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
GATS5enumeric18 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
GATS5inumeric17 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
GATS5mnumeric18 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
GATS5snumeric18 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
GATS5vnumeric16 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
GATS6enumeric18 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
GATS6inumeric18 unique values
0 missing
ATSC7enumeric18 unique values
0 missing
GATS6mnumeric17 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
GATS6snumeric18 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
GATS6vnumeric18 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
GATS7enumeric18 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
GATS7inumeric18 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
GATS7pnumeric18 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
GATS7snumeric18 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
GATS7vnumeric18 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
GATS8enumeric18 unique values
0 missing
BACnumeric14 unique values
0 missing
GATS8inumeric18 unique values
0 missing
BBInumeric9 unique values
0 missing
GATS8mnumeric18 unique values
0 missing
BIC0numeric12 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
BIC1numeric13 unique values
0 missing
GATS8snumeric18 unique values
0 missing
BIC2numeric18 unique values
0 missing
GATS8vnumeric18 unique values
0 missing
BIC4numeric13 unique values
0 missing
GGI1numeric3 unique values
0 missing
BIC5numeric13 unique values
0 missing
GGI10numeric12 unique values
0 missing
BIDnumeric13 unique values
0 missing
GGI2numeric5 unique values
0 missing
BLInumeric15 unique values
0 missing
GGI3numeric5 unique values
0 missing
BLTA96numeric13 unique values
0 missing
GGI4numeric5 unique values
0 missing
BLTD48numeric13 unique values
0 missing
GGI5numeric9 unique values
0 missing
BLTF96numeric13 unique values
0 missing
GGI6numeric9 unique values
0 missing
C.numeric13 unique values
0 missing
GGI7numeric13 unique values
0 missing
C.001numeric2 unique values
0 missing
GGI9numeric14 unique values
0 missing
C.002numeric5 unique values
0 missing
GMTInumeric18 unique values
0 missing
C.006numeric3 unique values
0 missing
GMTIVnumeric18 unique values
0 missing
C.007numeric2 unique values
0 missing
GNarnumeric12 unique values
0 missing
C.024numeric3 unique values
0 missing
H.numeric12 unique values
0 missing
C.025numeric3 unique values
0 missing
H.046numeric5 unique values
0 missing
C.026numeric2 unique values
0 missing
H.047numeric5 unique values
0 missing
C.040numeric2 unique values
0 missing
H.048numeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
H.050numeric2 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
H.052numeric2 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
642
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
641
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
4.24
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
0.24
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
7749.62
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.26
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
1.59
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
0.5
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
1.83
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
80.74
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.83
First quartile of skewness among attributes of the numeric type.
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.
AutoCorrelation
0.11
Average class difference between consecutive instances.
MeanNoiseToSignalRatio
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
Quartile2AttributeEntropy
Second quartile (Median) of entropy among attributes.
ClassEntropy
Entropy of the target attribute values.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.23
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
35.67
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
-0.66
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.85
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.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
34.54
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
-0.64
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
0.44
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
18
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-5
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
17012.28
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
3.96
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
99.84
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.92
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.77
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.16
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4624
0 runs - estimation_procedure: 50 times Clustering
Define a new task