Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522

deactivated ARFF Publicly available Visibility: public Uploaded 16-07-2016 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: CHEMBL2522 (TID: 10675), and it has 18 rows and 668 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.

670 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
Chi0_EA.dm.numeric18 unique values
0 missing
GGI9numeric14 unique values
0 missing
P_VSA_MR_5numeric16 unique values
0 missing
Chi0_EA.ed.numeric18 unique values
0 missing
GMTInumeric18 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
Chi0_EA.ri.numeric18 unique values
0 missing
GMTIVnumeric18 unique values
0 missing
ATSC2vnumeric18 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
GNarnumeric17 unique values
0 missing
ATSC3vnumeric18 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
H.numeric17 unique values
0 missing
ATSC4vnumeric18 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
H.046numeric8 unique values
0 missing
IC5numeric18 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
H.047numeric12 unique values
0 missing
nCsnumeric8 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
H.048numeric2 unique values
0 missing
nCsp3numeric11 unique values
0 missing
Chi1_EA.bo.numeric18 unique values
0 missing
H.050numeric7 unique values
0 missing
nHnumeric13 unique values
0 missing
Chi1_EA.dm.numeric18 unique values
0 missing
H.051numeric3 unique values
0 missing
P_VSA_i_3numeric17 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
H.052numeric5 unique values
0 missing
RBFnumeric15 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
H.053numeric3 unique values
0 missing
SpMin1_Bh.s.numeric17 unique values
0 missing
CIC0numeric17 unique values
0 missing
H.054numeric2 unique values
0 missing
ATSC5enumeric18 unique values
0 missing
CIC1numeric18 unique values
0 missing
HDcpxnumeric18 unique values
0 missing
IC3numeric18 unique values
0 missing
CIC2numeric17 unique values
0 missing
HNarnumeric15 unique values
0 missing
IC4numeric18 unique values
0 missing
CIC3numeric18 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
MATS3vnumeric18 unique values
0 missing
CIC4numeric18 unique values
0 missing
Hynumeric17 unique values
0 missing
GATS3snumeric17 unique values
0 missing
CIC5numeric18 unique values
0 missing
Hypertens.50numeric2 unique values
0 missing
NsCH3numeric4 unique values
0 missing
CIDnumeric18 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
Cl.089numeric3 unique values
0 missing
I.099numeric2 unique values
0 missing
SsCH3numeric12 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IACnumeric17 unique values
0 missing
C.002numeric8 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IC0numeric16 unique values
0 missing
NssCH2numeric9 unique values
0 missing
cRo5numeric2 unique values
0 missing
IC1numeric18 unique values
0 missing
P_VSA_e_1numeric12 unique values
0 missing
CSInumeric18 unique values
0 missing
IC2numeric18 unique values
0 missing
P_VSA_LogP_2numeric14 unique values
0 missing
DBInumeric17 unique values
0 missing
ICRnumeric18 unique values
0 missing
P_VSA_LogP_7numeric12 unique values
0 missing
D.Dtr05numeric8 unique values
0 missing
IDDEnumeric17 unique values
0 missing
P_VSA_m_1numeric12 unique values
0 missing
D.Dtr06numeric15 unique values
0 missing
IDDMnumeric18 unique values
0 missing
P_VSA_MR_1numeric12 unique values
0 missing
D.Dtr08numeric2 unique values
0 missing
IDEnumeric18 unique values
0 missing
P_VSA_p_1numeric12 unique values
0 missing
D.Dtr09numeric4 unique values
0 missing
IDETnumeric18 unique values
0 missing
P_VSA_s_2numeric12 unique values
0 missing
D.Dtr10numeric7 unique values
0 missing
IDMnumeric18 unique values
0 missing
P_VSA_v_1numeric12 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
IDMTnumeric18 unique values
0 missing
SpMin7_Bh.s.numeric13 unique values
0 missing
DECCnumeric17 unique values
0 missing
Infective.80numeric2 unique values
0 missing
SsOHnumeric17 unique values
0 missing
DELSnumeric18 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SsssCHnumeric15 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ISIZnumeric16 unique values
0 missing
Eig13_AEA.dm.numeric16 unique values
0 missing
DLS_01numeric3 unique values
0 missing
IVDEnumeric16 unique values
0 missing
LLS_01numeric5 unique values
0 missing
DLS_02numeric5 unique values
0 missing
IVDMnumeric17 unique values
0 missing
TPSA.Tot.numeric16 unique values
0 missing
DLS_03numeric5 unique values
0 missing
JGI1numeric17 unique values
0 missing
MATS6enumeric17 unique values
0 missing
DLS_04numeric8 unique values
0 missing
JGI10numeric5 unique values
0 missing
PHInumeric17 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI2numeric17 unique values
0 missing
RBNnumeric12 unique values
0 missing
DLS_06numeric6 unique values
0 missing
JGI3numeric12 unique values
0 missing
AACnumeric16 unique values
0 missing
DLS_07numeric3 unique values
0 missing
JGI4numeric14 unique values
0 missing
AECCnumeric18 unique values
0 missing
DLS_consnumeric14 unique values
0 missing
JGI5numeric11 unique values
0 missing
ALOGPnumeric18 unique values
0 missing
Dznumeric15 unique values
0 missing
JGI6numeric13 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
ECCnumeric18 unique values
0 missing
JGI7numeric10 unique values
0 missing
AMRnumeric18 unique values
0 missing
Eig01_AEA.bo.numeric16 unique values
0 missing
JGI8numeric9 unique values
0 missing
AMWnumeric16 unique values
0 missing
Eig01_AEA.dm.numeric17 unique values
0 missing
JGI9numeric7 unique values
0 missing
ARRnumeric12 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
JGTnumeric18 unique values
0 missing
ATS1enumeric17 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
LLS_02numeric5 unique values
0 missing
ATS1inumeric17 unique values
0 missing
Eig01_EAnumeric16 unique values
0 missing
LOCnumeric17 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
Eig01_EA.bo.numeric16 unique values
0 missing
LPRSnumeric18 unique values
0 missing
ATS1pnumeric17 unique values
0 missing
Eig01_EA.dm.numeric15 unique values
0 missing
MATS1enumeric17 unique values
0 missing
ATS1snumeric18 unique values
0 missing
Eig01_EA.ed.numeric16 unique values
0 missing
MATS1inumeric17 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
MATS1mnumeric17 unique values
0 missing
ATS2enumeric18 unique values
0 missing
Eig02_AEA.bo.numeric16 unique values
0 missing
MATS1pnumeric17 unique values
0 missing
ATS2inumeric17 unique values
0 missing
Eig02_AEA.dm.numeric18 unique values
0 missing
MATS1snumeric15 unique values
0 missing
ATS2mnumeric18 unique values
0 missing
Eig02_AEA.ed.numeric15 unique values
0 missing
MATS1vnumeric17 unique values
0 missing
ATS2pnumeric18 unique values
0 missing
Eig02_AEA.ri.numeric15 unique values
0 missing
MATS2enumeric18 unique values
0 missing
ATS2snumeric18 unique values
0 missing
Eig02_EAnumeric15 unique values
0 missing
MATS2inumeric18 unique values
0 missing
ATS2vnumeric18 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
MATS2mnumeric17 unique values
0 missing
ATS3enumeric18 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
MATS2pnumeric17 unique values
0 missing
ATS3inumeric18 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS2snumeric18 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
Eig02_EA.ri.numeric14 unique values
0 missing
MATS2vnumeric17 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
Eig03_AEA.bo.numeric15 unique values
0 missing
MATS3enumeric18 unique values
0 missing
ATS3snumeric18 unique values
0 missing
Eig03_AEA.dm.numeric17 unique values
0 missing
MATS3inumeric18 unique values
0 missing
ATS3vnumeric18 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
MATS3mnumeric18 unique values
0 missing
ATS4enumeric18 unique values
0 missing
Eig03_AEA.ri.numeric16 unique values
0 missing
MATS3pnumeric18 unique values
0 missing
ATS4inumeric18 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
MATS3snumeric18 unique values
0 missing
ATS4mnumeric18 unique values
0 missing
Eig03_EA.bo.numeric15 unique values
0 missing
MATS4enumeric18 unique values
0 missing
ATS4pnumeric18 unique values
0 missing
Eig03_EA.dm.numeric6 unique values
0 missing
MATS4inumeric18 unique values
0 missing
ATS4snumeric18 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
MATS4mnumeric15 unique values
0 missing
ATS4vnumeric18 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
ATS5enumeric18 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
MATS4snumeric18 unique values
0 missing
ATS5inumeric18 unique values
0 missing
Eig04_AEA.dm.numeric17 unique values
0 missing
MATS4vnumeric18 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
Eig04_AEA.ed.numeric17 unique values
0 missing
MATS5enumeric18 unique values
0 missing
ATS5pnumeric18 unique values
0 missing
Eig04_AEA.ri.numeric18 unique values
0 missing
MATS5inumeric18 unique values
0 missing
ATS5snumeric18 unique values
0 missing
Eig04_EAnumeric18 unique values
0 missing
MATS5mnumeric18 unique values
0 missing
ATS5vnumeric18 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
MATS5pnumeric18 unique values
0 missing
ATS6enumeric18 unique values
0 missing
Eig04_EA.dm.numeric5 unique values
0 missing
MATS5snumeric18 unique values
0 missing
ATS6inumeric18 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
ATS6mnumeric18 unique values
0 missing
Eig04_EA.ri.numeric18 unique values
0 missing
MATS6inumeric17 unique values
0 missing
ATS6pnumeric18 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
ATS6snumeric18 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
MATS6pnumeric18 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig05_AEA.ed.numeric16 unique values
0 missing
MATS6snumeric18 unique values
0 missing
ATS7enumeric18 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
MATS6vnumeric18 unique values
0 missing
ATS7inumeric18 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MATS7enumeric17 unique values
0 missing
ATS7mnumeric18 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
MATS7inumeric17 unique values
0 missing
ATS7pnumeric18 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7mnumeric17 unique values
0 missing
ATS7snumeric18 unique values
0 missing
Eig05_EA.ed.numeric16 unique values
0 missing
MATS7pnumeric18 unique values
0 missing
ATS7vnumeric18 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MATS7snumeric17 unique values
0 missing
ATS8enumeric18 unique values
0 missing
Eig06_AEA.bo.numeric17 unique values
0 missing
MATS7vnumeric17 unique values
0 missing
ATS8inumeric18 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
MATS8enumeric17 unique values
0 missing
ATS8mnumeric18 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MATS8inumeric17 unique values
0 missing
ATS8pnumeric18 unique values
0 missing
Eig06_AEA.ri.numeric18 unique values
0 missing
MATS8mnumeric17 unique values
0 missing
ATS8snumeric18 unique values
0 missing
Eig06_EAnumeric18 unique values
0 missing
MATS8pnumeric15 unique values
0 missing
ATS8vnumeric18 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
MATS8snumeric17 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
MATS8vnumeric17 unique values
0 missing
ATSC1inumeric17 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
MAXDNnumeric18 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
MAXDPnumeric18 unique values
0 missing
ATSC1pnumeric17 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
MCDnumeric15 unique values
0 missing
ATSC1snumeric18 unique values
0 missing
Eig07_AEA.dm.numeric17 unique values
0 missing
MDDDnumeric18 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
Eig07_AEA.ed.numeric17 unique values
0 missing
Menumeric17 unique values
0 missing
ATSC2inumeric17 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
Minumeric14 unique values
0 missing
ATSC2mnumeric18 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
MLOGPnumeric18 unique values
0 missing
ATSC2pnumeric18 unique values
0 missing
Eig07_EA.bo.numeric17 unique values
0 missing
MLOGP2numeric18 unique values
0 missing
ATSC2snumeric18 unique values
0 missing
Eig07_EA.ed.numeric17 unique values
0 missing
Mpnumeric16 unique values
0 missing
ATSC3enumeric18 unique values
0 missing
Eig07_EA.ri.numeric18 unique values
0 missing
MPC01numeric16 unique values
0 missing
ATSC3inumeric18 unique values
0 missing
Eig08_AEA.bo.numeric18 unique values
0 missing
MPC02numeric16 unique values
0 missing
ATSC3mnumeric18 unique values
0 missing
Eig08_AEA.dm.numeric17 unique values
0 missing
MPC03numeric17 unique values
0 missing
ATSC3pnumeric18 unique values
0 missing
Eig08_AEA.ed.numeric18 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATSC3snumeric18 unique values
0 missing
Eig08_AEA.ri.numeric18 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATSC4enumeric18 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
MPC06numeric18 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
MPC07numeric18 unique values
0 missing
ATSC4mnumeric18 unique values
0 missing
Eig08_EA.ed.numeric18 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATSC4pnumeric18 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
MPC09numeric16 unique values
0 missing
ATSC4snumeric18 unique values
0 missing
Eig09_AEA.bo.numeric18 unique values
0 missing
MPC10numeric13 unique values
0 missing
ATSC5inumeric18 unique values
0 missing
Eig09_AEA.dm.numeric18 unique values
0 missing
MSDnumeric18 unique values
0 missing
ATSC5mnumeric18 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
Mvnumeric16 unique values
0 missing
ATSC5pnumeric18 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
MWnumeric17 unique values
0 missing
ATSC5snumeric18 unique values
0 missing
Eig09_EAnumeric18 unique values
0 missing
MWC01numeric16 unique values
0 missing
ATSC5vnumeric18 unique values
0 missing
Eig09_EA.bo.numeric18 unique values
0 missing
MWC02numeric17 unique values
0 missing
ATSC6enumeric18 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MWC03numeric18 unique values
0 missing
ATSC6inumeric18 unique values
0 missing
Eig09_EA.ed.numeric18 unique values
0 missing
MWC04numeric18 unique values
0 missing
ATSC6mnumeric18 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
MWC05numeric18 unique values
0 missing
ATSC6pnumeric18 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
MWC06numeric18 unique values
0 missing
ATSC6snumeric18 unique values
0 missing
Eig10_AEA.dm.numeric18 unique values
0 missing
MWC07numeric18 unique values
0 missing
ATSC6vnumeric18 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
MWC08numeric18 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eig10_AEA.ri.numeric16 unique values
0 missing
MWC09numeric18 unique values
0 missing
ATSC7inumeric18 unique values
0 missing
Eig10_EAnumeric16 unique values
0 missing
MWC10numeric18 unique values
0 missing
ATSC7mnumeric18 unique values
0 missing
Eig10_EA.bo.numeric18 unique values
0 missing
N.numeric16 unique values
0 missing
ATSC7pnumeric18 unique values
0 missing
Eig10_EA.dm.numeric2 unique values
0 missing
N.067numeric2 unique values
0 missing
ATSC7snumeric18 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
N.068numeric2 unique values
0 missing
ATSC7vnumeric18 unique values
0 missing
Eig10_EA.ri.numeric18 unique values
0 missing
N.069numeric2 unique values
0 missing
ATSC8enumeric18 unique values
0 missing
Eig11_AEA.bo.numeric18 unique values
0 missing
N.071numeric2 unique values
0 missing
ATSC8inumeric18 unique values
0 missing
Eig11_AEA.dm.numeric18 unique values
0 missing
N.072numeric2 unique values
0 missing
ATSC8mnumeric18 unique values
0 missing
Eig11_AEA.ed.numeric17 unique values
0 missing
N.074numeric2 unique values
0 missing
ATSC8pnumeric18 unique values
0 missing
Eig11_AEA.ri.numeric17 unique values
0 missing
N.075numeric2 unique values
0 missing
ATSC8snumeric18 unique values
0 missing
Eig11_EAnumeric18 unique values
0 missing
N.078numeric3 unique values
0 missing
ATSC8vnumeric18 unique values
0 missing
Eig11_EA.bo.numeric18 unique values
0 missing
NaaaCnumeric3 unique values
0 missing
BACnumeric16 unique values
0 missing
Eig11_EA.dm.numeric3 unique values
0 missing
NaaCHnumeric6 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig11_EA.ed.numeric18 unique values
0 missing
NaaNnumeric2 unique values
0 missing
BIC0numeric15 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
NaaOnumeric2 unique values
0 missing
BIC1numeric18 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
NaaSnumeric2 unique values
0 missing
BIC2numeric18 unique values
0 missing
Eig12_AEA.dm.numeric16 unique values
0 missing
NaasCnumeric7 unique values
0 missing
BIC3numeric18 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
nABnumeric7 unique values
0 missing
BIC4numeric16 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
nArCONHRnumeric2 unique values
0 missing
BIC5numeric16 unique values
0 missing
Eig12_EAnumeric16 unique values
0 missing
nArCONR2numeric2 unique values
0 missing
BIDnumeric17 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
BLInumeric18 unique values
0 missing
Eig12_EA.dm.numeric3 unique values
0 missing
nArNH2numeric2 unique values
0 missing
BLTA96numeric17 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
nArNR2numeric2 unique values
0 missing
BLTD48numeric18 unique values
0 missing
Eig12_EA.ri.numeric16 unique values
0 missing
nArOHnumeric3 unique values
0 missing
BLTF96numeric17 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
nArORnumeric2 unique values
0 missing
Br.094numeric2 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nArXnumeric4 unique values
0 missing
C.numeric13 unique values
0 missing
Eig13_AEA.ri.numeric16 unique values
0 missing
nATnumeric16 unique values
0 missing
C.001numeric4 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
nBMnumeric9 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
nBnznumeric4 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig13_EA.dm.numeric3 unique values
0 missing
nBOnumeric16 unique values
0 missing
C.006numeric6 unique values
0 missing
Eig13_EA.ed.numeric16 unique values
0 missing
C.008numeric5 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig14_AEA.bo.numeric15 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
C.016numeric2 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig14_EAnumeric15 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig14_EA.bo.numeric15 unique values
0 missing
C.025numeric6 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
C.026numeric7 unique values
0 missing
Eig14_EA.ed.numeric15 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig15_AEA.dm.numeric15 unique values
0 missing
C.040numeric3 unique values
0 missing
Eig15_AEA.ed.numeric15 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig15_AEA.ri.numeric14 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_alphanumeric17 unique values
0 missing
CATS2D_01_LLnumeric12 unique values
0 missing
Eta_alpha_Anumeric16 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_Bnumeric18 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_B_Anumeric14 unique values
0 missing
CATS2D_02_DAnumeric5 unique values
0 missing
Eta_betanumeric15 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
CATS2D_02_DLnumeric5 unique values
0 missing
Eta_betaPnumeric11 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
CATS2D_02_NLnumeric2 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
CATS2D_02_PLnumeric2 unique values
0 missing
Eta_betaS_Anumeric17 unique values
0 missing
CATS2D_03_AAnumeric2 unique values
0 missing
Eta_Cnumeric18 unique values
0 missing
CATS2D_03_ALnumeric10 unique values
0 missing
Eta_C_Anumeric18 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
CATS2D_03_DAnumeric7 unique values
0 missing
Eta_epsi_Anumeric17 unique values
0 missing
CATS2D_03_DDnumeric5 unique values
0 missing
Eta_Fnumeric18 unique values
0 missing
CATS2D_03_DLnumeric8 unique values
0 missing
Eta_F_Anumeric18 unique values
0 missing
CATS2D_03_LLnumeric11 unique values
0 missing
Eta_FLnumeric18 unique values
0 missing
CATS2D_03_NLnumeric2 unique values
0 missing
Eta_FL_Anumeric18 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
Eta_Lnumeric18 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Eta_L_Anumeric17 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
Eta_sh_pnumeric15 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
Eta_sh_xnumeric7 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
Eta_sh_ynumeric17 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS1enumeric17 unique values
0 missing
CATS2D_04_DDnumeric5 unique values
0 missing
GATS1inumeric17 unique values
0 missing
CATS2D_04_DLnumeric7 unique values
0 missing
GATS1mnumeric17 unique values
0 missing
CATS2D_04_LLnumeric9 unique values
0 missing
GATS1pnumeric15 unique values
0 missing
CATS2D_04_NLnumeric2 unique values
0 missing
GATS1snumeric18 unique values
0 missing
CATS2D_04_PLnumeric2 unique values
0 missing
GATS1vnumeric17 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS2enumeric17 unique values
0 missing
CATS2D_05_ALnumeric11 unique values
0 missing
GATS2inumeric18 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS2mnumeric18 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS2pnumeric18 unique values
0 missing
CATS2D_05_DDnumeric4 unique values
0 missing
GATS2snumeric18 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS2vnumeric18 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
GATS3enumeric16 unique values
0 missing
CATS2D_05_LLnumeric9 unique values
0 missing
GATS3inumeric18 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS3mnumeric18 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS3pnumeric17 unique values
0 missing
CATS2D_05_PNnumeric2 unique values
0 missing
GATS3vnumeric18 unique values
0 missing
CATS2D_06_AAnumeric4 unique values
0 missing
GATS4enumeric18 unique values
0 missing
CATS2D_06_ALnumeric8 unique values
0 missing
GATS4inumeric18 unique values
0 missing
CATS2D_06_APnumeric2 unique values
0 missing
GATS4mnumeric18 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
CATS2D_06_DDnumeric4 unique values
0 missing
GATS4snumeric18 unique values
0 missing
CATS2D_06_DLnumeric7 unique values
0 missing
GATS4vnumeric18 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS5enumeric18 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
GATS5inumeric18 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS5mnumeric17 unique values
0 missing
CATS2D_07_AAnumeric3 unique values
0 missing
GATS5pnumeric18 unique values
0 missing
CATS2D_07_ALnumeric7 unique values
0 missing
GATS5snumeric18 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
GATS5vnumeric18 unique values
0 missing
CATS2D_07_DLnumeric7 unique values
0 missing
GATS6enumeric18 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
GATS6inumeric17 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS6mnumeric18 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
GATS6pnumeric18 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS6snumeric18 unique values
0 missing
CATS2D_08_ALnumeric5 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS7enumeric16 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS7inumeric16 unique values
0 missing
CATS2D_08_DLnumeric6 unique values
0 missing
GATS7mnumeric18 unique values
0 missing
CATS2D_08_LLnumeric8 unique values
0 missing
GATS7pnumeric17 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GATS7snumeric18 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
GATS8enumeric16 unique values
0 missing
CATS2D_09_ALnumeric7 unique values
0 missing
GATS8inumeric16 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GATS8mnumeric16 unique values
0 missing
CATS2D_09_DDnumeric2 unique values
0 missing
GATS8pnumeric16 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
GATS8snumeric16 unique values
0 missing
CATS2D_09_LLnumeric9 unique values
0 missing
GATS8vnumeric16 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GGI1numeric12 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GGI10numeric10 unique values
0 missing
CENTnumeric18 unique values
0 missing
GGI2numeric13 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
GGI3numeric17 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
GGI4numeric18 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
GGI5numeric18 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
GGI6numeric16 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
GGI7numeric16 unique values
0 missing
Chi0_EA.bo.numeric18 unique values
0 missing
GGI8numeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
670
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
669
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
37.22
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-0.18
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
0.63
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.17
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
147.65
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
0.39
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.2
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.85
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
18
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.99
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
35912.72
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
2.01
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
99.85
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
4.21
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-4.24
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.15
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
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
1.17
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
44454.41
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.97
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.08
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
0.22
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
2.22
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
120.55
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.3
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.32
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.32
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-CHEMBL2522
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2522
0 runs - estimation_procedure: 50 times Clustering
Define a new task