Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677

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: CHEMBL1687677 (TID: 103925), and it has 18 rows and 813 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.

815 features

pXC50 (target)numeric15 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
Chi1_AEA.bo.numeric17 unique values
0 missing
HNarnumeric16 unique values
0 missing
P_VSA_v_1numeric14 unique values
0 missing
ATS5snumeric17 unique values
0 missing
Chi1_AEA.dm.numeric17 unique values
0 missing
HVcpxnumeric17 unique values
0 missing
P_VSA_v_2numeric14 unique values
0 missing
ATSC8snumeric17 unique values
0 missing
Chi1_AEA.ed.numeric17 unique values
0 missing
Hynumeric15 unique values
0 missing
P_VSA_v_3numeric16 unique values
0 missing
Eta_C_Anumeric17 unique values
0 missing
Chi1_AEA.ri.numeric17 unique values
0 missing
Hypertens.80numeric2 unique values
0 missing
PW2numeric15 unique values
0 missing
IC3numeric17 unique values
0 missing
Chi1_EAnumeric17 unique values
0 missing
Hypnotic.50numeric2 unique values
0 missing
PW3numeric16 unique values
0 missing
SpMAD_EA.dm.numeric16 unique values
0 missing
Chi1_EA.bo.numeric17 unique values
0 missing
Hypnotic.80numeric2 unique values
0 missing
PW4numeric14 unique values
0 missing
ARRnumeric13 unique values
0 missing
Chi1_EA.dm.numeric17 unique values
0 missing
IACnumeric16 unique values
0 missing
PW5numeric14 unique values
0 missing
DBInumeric16 unique values
0 missing
Chi1_EA.ed.numeric17 unique values
0 missing
IC0numeric15 unique values
0 missing
Qindexnumeric15 unique values
0 missing
Eta_beta_Anumeric16 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
IC1numeric16 unique values
0 missing
Ramnumeric11 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
CIC0numeric16 unique values
0 missing
IC2numeric17 unique values
0 missing
RBFnumeric16 unique values
0 missing
SsssCHnumeric12 unique values
0 missing
CIC1numeric16 unique values
0 missing
IC4numeric17 unique values
0 missing
RBNnumeric9 unique values
0 missing
GATS3mnumeric15 unique values
0 missing
CIC2numeric17 unique values
0 missing
IC5numeric16 unique values
0 missing
Rbridnumeric5 unique values
0 missing
ATSC2snumeric17 unique values
0 missing
CIC3numeric17 unique values
0 missing
ICRnumeric17 unique values
0 missing
RCInumeric5 unique values
0 missing
C.008numeric4 unique values
0 missing
CIC4numeric17 unique values
0 missing
IDDEnumeric17 unique values
0 missing
RDCHInumeric17 unique values
0 missing
Mpnumeric14 unique values
0 missing
CIC5numeric16 unique values
0 missing
IDDMnumeric17 unique values
0 missing
RDSQnumeric17 unique values
0 missing
ATSC4snumeric17 unique values
0 missing
CIDnumeric16 unique values
0 missing
IDEnumeric17 unique values
0 missing
RFDnumeric5 unique values
0 missing
ATSC5enumeric16 unique values
0 missing
CMC.50numeric2 unique values
0 missing
IDETnumeric17 unique values
0 missing
Rperimnumeric9 unique values
0 missing
ATSC6enumeric17 unique values
0 missing
CMC.80numeric2 unique values
0 missing
IDMnumeric17 unique values
0 missing
S0Knumeric16 unique values
0 missing
ATSC8enumeric17 unique values
0 missing
cRo5numeric2 unique values
0 missing
IDMTnumeric17 unique values
0 missing
S1Knumeric16 unique values
0 missing
DELSnumeric17 unique values
0 missing
CSInumeric17 unique values
0 missing
Infective.50numeric2 unique values
0 missing
S2Knumeric16 unique values
0 missing
Eig02_AEA.dm.numeric15 unique values
0 missing
D.Dtr03numeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
S3Knumeric16 unique values
0 missing
Eig02_EA.dm.numeric10 unique values
0 missing
D.Dtr04numeric2 unique values
0 missing
Inflammat.50numeric2 unique values
0 missing
SaaaCnumeric2 unique values
0 missing
Eta_B_Anumeric12 unique values
0 missing
D.Dtr05numeric4 unique values
0 missing
Inflammat.80numeric2 unique values
0 missing
SAaccnumeric14 unique values
0 missing
GGI3numeric14 unique values
0 missing
D.Dtr06numeric17 unique values
0 missing
ISIZnumeric15 unique values
0 missing
SaaCHnumeric17 unique values
0 missing
JGI2numeric14 unique values
0 missing
D.Dtr07numeric2 unique values
0 missing
IVDEnumeric16 unique values
0 missing
SaasCnumeric16 unique values
0 missing
JGTnumeric17 unique values
0 missing
D.Dtr09numeric3 unique values
0 missing
IVDMnumeric16 unique values
0 missing
SAdonnumeric8 unique values
0 missing
nHAccnumeric7 unique values
0 missing
D.Dtr10numeric8 unique values
0 missing
JGI1numeric13 unique values
0 missing
SAtotnumeric16 unique values
0 missing
nHetnumeric7 unique values
0 missing
DECCnumeric17 unique values
0 missing
JGI10numeric8 unique values
0 missing
SCBOnumeric15 unique values
0 missing
nOnumeric6 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
JGI3numeric12 unique values
0 missing
SdCH2numeric3 unique values
0 missing
nROHnumeric3 unique values
0 missing
DLS_01numeric3 unique values
0 missing
JGI4numeric14 unique values
0 missing
SdOnumeric11 unique values
0 missing
SpDiam_AEA.ed.numeric17 unique values
0 missing
DLS_02numeric4 unique values
0 missing
JGI5numeric16 unique values
0 missing
SdsCHnumeric5 unique values
0 missing
TIEnumeric17 unique values
0 missing
DLS_03numeric4 unique values
0 missing
JGI6numeric11 unique values
0 missing
SdssCnumeric12 unique values
0 missing
TPSA.NO.numeric14 unique values
0 missing
DLS_04numeric6 unique values
0 missing
JGI7numeric9 unique values
0 missing
Senumeric16 unique values
0 missing
TPSA.Tot.numeric14 unique values
0 missing
DLS_05numeric3 unique values
0 missing
JGI8numeric8 unique values
0 missing
Sinumeric16 unique values
0 missing
GATS3snumeric17 unique values
0 missing
DLS_06numeric4 unique values
0 missing
JGI9numeric10 unique values
0 missing
SIC0numeric16 unique values
0 missing
ATSC3enumeric16 unique values
0 missing
DLS_07numeric3 unique values
0 missing
LLS_01numeric6 unique values
0 missing
SIC1numeric15 unique values
0 missing
ATSC3snumeric17 unique values
0 missing
DLS_consnumeric11 unique values
0 missing
LLS_02numeric4 unique values
0 missing
SIC2numeric17 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
Dznumeric15 unique values
0 missing
LOCnumeric16 unique values
0 missing
SIC3numeric17 unique values
0 missing
ATSC6snumeric17 unique values
0 missing
ECCnumeric15 unique values
0 missing
LPRSnumeric17 unique values
0 missing
SIC4numeric16 unique values
0 missing
ATSC7enumeric17 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
MATS1enumeric15 unique values
0 missing
SIC5numeric16 unique values
0 missing
ATSC7snumeric17 unique values
0 missing
Eig01_AEA.dm.numeric16 unique values
0 missing
MATS1inumeric15 unique values
0 missing
SM02_AEA.bo.numeric16 unique values
0 missing
BACnumeric13 unique values
0 missing
Eig01_AEA.ed.numeric16 unique values
0 missing
MATS1mnumeric16 unique values
0 missing
SM02_AEA.dm.numeric17 unique values
0 missing
MAXDNnumeric17 unique values
0 missing
Eig01_AEA.ri.numeric16 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
SM02_AEA.ed.numeric15 unique values
0 missing
Eta_betaP_Anumeric15 unique values
0 missing
Eig01_EAnumeric17 unique values
0 missing
MATS1snumeric16 unique values
0 missing
SM02_AEA.ri.numeric14 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
Eig01_EA.dm.numeric10 unique values
0 missing
MATS1vnumeric15 unique values
0 missing
SM02_EAnumeric16 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
Eig01_EA.ed.numeric17 unique values
0 missing
MATS2enumeric16 unique values
0 missing
SM02_EA.bo.numeric15 unique values
0 missing
SM11_AEA.ri.numeric15 unique values
0 missing
Eig01_EA.ri.numeric17 unique values
0 missing
MATS2inumeric15 unique values
0 missing
SpDiam_EA.bo.numeric15 unique values
0 missing
Eig02_AEA.bo.numeric14 unique values
0 missing
MATS2mnumeric16 unique values
0 missing
SpMax_EA.bo.numeric15 unique values
0 missing
Eig02_AEA.ed.numeric16 unique values
0 missing
MATS2pnumeric16 unique values
0 missing
AACnumeric15 unique values
0 missing
Eig02_AEA.ri.numeric16 unique values
0 missing
MATS2snumeric17 unique values
0 missing
AECCnumeric17 unique values
0 missing
Eig02_EAnumeric16 unique values
0 missing
MATS2vnumeric16 unique values
0 missing
ALOGPnumeric16 unique values
0 missing
Eig02_EA.bo.numeric14 unique values
0 missing
MATS3enumeric16 unique values
0 missing
ALOGP2numeric16 unique values
0 missing
Eig02_EA.ed.numeric15 unique values
0 missing
MATS3inumeric15 unique values
0 missing
AMRnumeric16 unique values
0 missing
Eig02_EA.ri.numeric17 unique values
0 missing
MATS3mnumeric16 unique values
0 missing
AMWnumeric15 unique values
0 missing
Eig03_AEA.bo.numeric17 unique values
0 missing
MATS3pnumeric16 unique values
0 missing
ATS1enumeric16 unique values
0 missing
Eig03_AEA.dm.numeric16 unique values
0 missing
MATS3snumeric17 unique values
0 missing
ATS1inumeric15 unique values
0 missing
Eig03_AEA.ed.numeric16 unique values
0 missing
MATS3vnumeric16 unique values
0 missing
ATS1mnumeric16 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
MATS4enumeric16 unique values
0 missing
ATS1pnumeric16 unique values
0 missing
Eig03_EAnumeric17 unique values
0 missing
MATS4inumeric17 unique values
0 missing
ATS1snumeric16 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
MATS4mnumeric16 unique values
0 missing
ATS1vnumeric16 unique values
0 missing
Eig03_EA.dm.numeric7 unique values
0 missing
MATS4pnumeric16 unique values
0 missing
ATS2enumeric16 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
MATS4snumeric17 unique values
0 missing
ATS2inumeric16 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
MATS4vnumeric17 unique values
0 missing
ATS2mnumeric16 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
MATS5enumeric16 unique values
0 missing
ATS2pnumeric16 unique values
0 missing
Eig04_AEA.dm.numeric16 unique values
0 missing
MATS5inumeric17 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
MATS5mnumeric17 unique values
0 missing
ATS2vnumeric16 unique values
0 missing
Eig04_AEA.ri.numeric16 unique values
0 missing
MATS5pnumeric16 unique values
0 missing
ATS3enumeric16 unique values
0 missing
Eig04_EAnumeric17 unique values
0 missing
MATS5snumeric16 unique values
0 missing
ATS3inumeric16 unique values
0 missing
Eig04_EA.bo.numeric16 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
ATS3mnumeric15 unique values
0 missing
Eig04_EA.dm.numeric6 unique values
0 missing
MATS6enumeric16 unique values
0 missing
ATS3pnumeric16 unique values
0 missing
Eig04_EA.ed.numeric17 unique values
0 missing
MATS6inumeric17 unique values
0 missing
ATS3snumeric17 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
MATS6mnumeric17 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
Eig05_AEA.bo.numeric16 unique values
0 missing
MATS6pnumeric17 unique values
0 missing
ATS4enumeric16 unique values
0 missing
Eig05_AEA.dm.numeric16 unique values
0 missing
MATS6snumeric16 unique values
0 missing
ATS4inumeric16 unique values
0 missing
Eig05_AEA.ed.numeric17 unique values
0 missing
MATS6vnumeric17 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
Eig05_AEA.ri.numeric16 unique values
0 missing
MATS7enumeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
MATS7inumeric17 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MATS7mnumeric17 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
Eig05_EA.dm.numeric3 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
ATS5enumeric17 unique values
0 missing
Eig05_EA.ed.numeric17 unique values
0 missing
MATS7snumeric17 unique values
0 missing
ATS5inumeric17 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
MATS7vnumeric16 unique values
0 missing
ATS5mnumeric17 unique values
0 missing
Eig06_AEA.bo.numeric15 unique values
0 missing
MATS8enumeric17 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
Eig06_AEA.dm.numeric17 unique values
0 missing
MATS8inumeric16 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
MATS8mnumeric17 unique values
0 missing
ATS6enumeric17 unique values
0 missing
Eig06_AEA.ri.numeric16 unique values
0 missing
MATS8pnumeric16 unique values
0 missing
ATS6inumeric17 unique values
0 missing
Eig06_EAnumeric17 unique values
0 missing
MATS8snumeric17 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
Eig06_EA.bo.numeric15 unique values
0 missing
MATS8vnumeric16 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
Eig06_EA.dm.numeric4 unique values
0 missing
MCDnumeric15 unique values
0 missing
ATS6snumeric16 unique values
0 missing
Eig06_EA.ed.numeric17 unique values
0 missing
MDDDnumeric17 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
Menumeric14 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
Minumeric10 unique values
0 missing
ATS7inumeric17 unique values
0 missing
Eig07_AEA.dm.numeric16 unique values
0 missing
MLOGPnumeric16 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
Eig07_AEA.ed.numeric14 unique values
0 missing
MLOGP2numeric16 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
Eig07_AEA.ri.numeric14 unique values
0 missing
MPC01numeric14 unique values
0 missing
ATS7snumeric17 unique values
0 missing
Eig07_EAnumeric14 unique values
0 missing
MPC02numeric16 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
MPC03numeric15 unique values
0 missing
ATS8enumeric17 unique values
0 missing
Eig07_EA.dm.numeric5 unique values
0 missing
MPC04numeric16 unique values
0 missing
ATS8inumeric17 unique values
0 missing
Eig07_EA.ed.numeric14 unique values
0 missing
MPC05numeric17 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
Eig07_EA.ri.numeric14 unique values
0 missing
MPC06numeric17 unique values
0 missing
ATS8pnumeric17 unique values
0 missing
Eig08_AEA.bo.numeric17 unique values
0 missing
MPC07numeric16 unique values
0 missing
ATS8snumeric17 unique values
0 missing
Eig08_AEA.dm.numeric16 unique values
0 missing
MPC08numeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eig08_AEA.ed.numeric17 unique values
0 missing
MPC09numeric16 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
Eig08_AEA.ri.numeric17 unique values
0 missing
MPC10numeric15 unique values
0 missing
ATSC1inumeric16 unique values
0 missing
Eig08_EAnumeric17 unique values
0 missing
MSDnumeric17 unique values
0 missing
ATSC1mnumeric16 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
Mvnumeric15 unique values
0 missing
ATSC1pnumeric16 unique values
0 missing
Eig08_EA.dm.numeric4 unique values
0 missing
MWnumeric16 unique values
0 missing
ATSC1snumeric16 unique values
0 missing
Eig08_EA.ed.numeric17 unique values
0 missing
MWC01numeric14 unique values
0 missing
ATSC1vnumeric15 unique values
0 missing
Eig08_EA.ri.numeric17 unique values
0 missing
MWC02numeric16 unique values
0 missing
ATSC2enumeric16 unique values
0 missing
Eig09_AEA.bo.numeric17 unique values
0 missing
MWC03numeric16 unique values
0 missing
ATSC2inumeric16 unique values
0 missing
Eig09_AEA.dm.numeric17 unique values
0 missing
MWC04numeric17 unique values
0 missing
ATSC2mnumeric16 unique values
0 missing
Eig09_AEA.ed.numeric17 unique values
0 missing
MWC05numeric17 unique values
0 missing
ATSC2pnumeric16 unique values
0 missing
Eig09_AEA.ri.numeric17 unique values
0 missing
MWC06numeric16 unique values
0 missing
ATSC2vnumeric16 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
MWC07numeric17 unique values
0 missing
ATSC3inumeric16 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
MWC08numeric17 unique values
0 missing
ATSC3mnumeric16 unique values
0 missing
Eig09_EA.dm.numeric2 unique values
0 missing
MWC09numeric17 unique values
0 missing
ATSC3pnumeric16 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
MWC10numeric17 unique values
0 missing
ATSC3vnumeric16 unique values
0 missing
Eig09_EA.ri.numeric17 unique values
0 missing
N.numeric5 unique values
0 missing
ATSC4enumeric17 unique values
0 missing
Eig10_AEA.bo.numeric17 unique values
0 missing
N.072numeric3 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eig10_AEA.dm.numeric17 unique values
0 missing
NaaaCnumeric2 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eig10_AEA.ed.numeric17 unique values
0 missing
NaaCHnumeric9 unique values
0 missing
ATSC4pnumeric17 unique values
0 missing
Eig10_AEA.ri.numeric17 unique values
0 missing
NaasCnumeric8 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
Eig10_EAnumeric17 unique values
0 missing
nABnumeric5 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eig10_EA.bo.numeric17 unique values
0 missing
nArCHOnumeric2 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
Eig10_EA.ed.numeric17 unique values
0 missing
nArCOnumeric2 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
Eig10_EA.ri.numeric17 unique values
0 missing
nArCOORnumeric2 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
Eig11_AEA.bo.numeric17 unique values
0 missing
nArOHnumeric4 unique values
0 missing
ATSC6inumeric17 unique values
0 missing
Eig11_AEA.dm.numeric17 unique values
0 missing
nArORnumeric4 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
Eig11_AEA.ed.numeric16 unique values
0 missing
nATnumeric15 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
Eig11_AEA.ri.numeric16 unique values
0 missing
nBMnumeric10 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
Eig11_EAnumeric17 unique values
0 missing
nBnznumeric5 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
Eig11_EA.bo.numeric17 unique values
0 missing
nBOnumeric14 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
Eig11_EA.dm.numeric2 unique values
0 missing
nBTnumeric15 unique values
0 missing
ATSC7pnumeric17 unique values
0 missing
Eig11_EA.ed.numeric17 unique values
0 missing
nCnumeric12 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
Eig11_EA.ri.numeric17 unique values
0 missing
nCarnumeric5 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
Eig12_AEA.bo.numeric16 unique values
0 missing
nCb.numeric8 unique values
0 missing
ATSC8mnumeric17 unique values
0 missing
Eig12_AEA.dm.numeric17 unique values
0 missing
nCbHnumeric9 unique values
0 missing
ATSC8pnumeric17 unique values
0 missing
Eig12_AEA.ed.numeric14 unique values
0 missing
nCconjnumeric5 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
Eig12_AEA.ri.numeric16 unique values
0 missing
nCICnumeric6 unique values
0 missing
BBInumeric16 unique values
0 missing
Eig12_EAnumeric17 unique values
0 missing
nCIRnumeric7 unique values
0 missing
BIC0numeric16 unique values
0 missing
Eig12_EA.bo.numeric16 unique values
0 missing
nCpnumeric3 unique values
0 missing
BIC1numeric16 unique values
0 missing
Eig12_EA.ed.numeric17 unique values
0 missing
nCrsnumeric5 unique values
0 missing
BIC2numeric17 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
nCrtnumeric3 unique values
0 missing
BIC3numeric16 unique values
0 missing
Eig13_AEA.bo.numeric15 unique values
0 missing
nCsnumeric7 unique values
0 missing
BIC4numeric15 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
nCsp2numeric10 unique values
0 missing
BIC5numeric14 unique values
0 missing
Eig13_AEA.ed.numeric16 unique values
0 missing
nCsp3numeric8 unique values
0 missing
BIDnumeric16 unique values
0 missing
Eig13_AEA.ri.numeric15 unique values
0 missing
nCtnumeric3 unique values
0 missing
BLInumeric16 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
nDBnumeric5 unique values
0 missing
BLTA96numeric16 unique values
0 missing
Eig13_EA.bo.numeric16 unique values
0 missing
NdCH2numeric2 unique values
0 missing
BLTD48numeric16 unique values
0 missing
Eig13_EA.dm.numeric2 unique values
0 missing
NdOnumeric4 unique values
0 missing
BLTF96numeric16 unique values
0 missing
Eig13_EA.ed.numeric17 unique values
0 missing
NdsCHnumeric4 unique values
0 missing
C.numeric12 unique values
0 missing
Eig13_EA.ri.numeric15 unique values
0 missing
NdssCnumeric5 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig14_AEA.bo.numeric16 unique values
0 missing
Neoplastic.50numeric2 unique values
0 missing
C.002numeric8 unique values
0 missing
Eig14_AEA.dm.numeric15 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
C.003numeric3 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
nHnumeric10 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig14_AEA.ri.numeric14 unique values
0 missing
nHDonnumeric7 unique values
0 missing
C.006numeric3 unique values
0 missing
Eig14_EAnumeric14 unique values
0 missing
nNnumeric3 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig14_EA.bo.numeric14 unique values
0 missing
NNRSnumeric5 unique values
0 missing
C.011numeric2 unique values
0 missing
Eig14_EA.dm.numeric2 unique values
0 missing
nOHsnumeric3 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig14_EA.ed.numeric14 unique values
0 missing
nOHtnumeric2 unique values
0 missing
C.015numeric2 unique values
0 missing
Eig14_EA.ri.numeric15 unique values
0 missing
nOxiranesnumeric2 unique values
0 missing
C.016numeric3 unique values
0 missing
Eig15_AEA.bo.numeric15 unique values
0 missing
nR03numeric2 unique values
0 missing
C.017numeric2 unique values
0 missing
Eig15_AEA.dm.numeric16 unique values
0 missing
nR04numeric2 unique values
0 missing
C.019numeric3 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
nR05numeric2 unique values
0 missing
C.024numeric9 unique values
0 missing
Eig15_AEA.ri.numeric15 unique values
0 missing
nR06numeric6 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
nR07numeric2 unique values
0 missing
C.026numeric6 unique values
0 missing
Eig15_EA.bo.numeric15 unique values
0 missing
nR09numeric2 unique values
0 missing
C.037numeric2 unique values
0 missing
Eig15_EA.dm.numeric2 unique values
0 missing
nR10numeric4 unique values
0 missing
C.038numeric2 unique values
0 missing
Eig15_EA.ed.numeric15 unique values
0 missing
nRCOnumeric2 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig15_EA.ri.numeric15 unique values
0 missing
nRCONH2numeric2 unique values
0 missing
C.040numeric4 unique values
0 missing
Eta_alphanumeric14 unique values
0 missing
nRCONHRnumeric3 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
nRCOOHnumeric2 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eta_Bnumeric16 unique values
0 missing
nRCOORnumeric3 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eta_betanumeric14 unique values
0 missing
nR.Cpnumeric2 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eta_betaPnumeric13 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
nR.Ctnumeric2 unique values
0 missing
CATS2D_01_LLnumeric11 unique values
0 missing
Eta_betaS_Anumeric14 unique values
0 missing
nRORnumeric3 unique values
0 missing
CATS2D_02_AAnumeric3 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
NRSnumeric3 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eta_epsinumeric16 unique values
0 missing
NsCH3numeric5 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eta_epsi_Anumeric15 unique values
0 missing
nSKnumeric15 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
NsNH2numeric2 unique values
0 missing
CATS2D_02_DLnumeric7 unique values
0 missing
Eta_F_Anumeric16 unique values
0 missing
NsOHnumeric5 unique values
0 missing
CATS2D_02_DNnumeric2 unique values
0 missing
Eta_FLnumeric16 unique values
0 missing
NssCH2numeric8 unique values
0 missing
CATS2D_02_LLnumeric11 unique values
0 missing
Eta_FL_Anumeric13 unique values
0 missing
NssNHnumeric3 unique values
0 missing
CATS2D_03_AAnumeric4 unique values
0 missing
Eta_Lnumeric16 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
Eta_L_Anumeric14 unique values
0 missing
NssssCnumeric3 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
Eta_sh_pnumeric16 unique values
0 missing
O.numeric14 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
Eta_sh_xnumeric4 unique values
0 missing
O.056numeric3 unique values
0 missing
CATS2D_03_DDnumeric4 unique values
0 missing
Eta_sh_ynumeric15 unique values
0 missing
O.057numeric5 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
GATS1enumeric15 unique values
0 missing
O.058numeric4 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
GATS1inumeric16 unique values
0 missing
O.059numeric3 unique values
0 missing
CATS2D_03_LLnumeric13 unique values
0 missing
GATS1mnumeric14 unique values
0 missing
O.060numeric4 unique values
0 missing
CATS2D_03_PLnumeric2 unique values
0 missing
GATS1pnumeric16 unique values
0 missing
ON0numeric15 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
GATS1snumeric16 unique values
0 missing
ON0Vnumeric16 unique values
0 missing
CATS2D_04_ALnumeric8 unique values
0 missing
GATS1vnumeric16 unique values
0 missing
ON1numeric16 unique values
0 missing
CATS2D_04_ANnumeric2 unique values
0 missing
GATS2enumeric15 unique values
0 missing
ON1Vnumeric16 unique values
0 missing
CATS2D_04_DAnumeric3 unique values
0 missing
GATS2inumeric16 unique values
0 missing
PCDnumeric17 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
GATS2mnumeric16 unique values
0 missing
PCRnumeric17 unique values
0 missing
CATS2D_04_DLnumeric9 unique values
0 missing
GATS2pnumeric16 unique values
0 missing
PDInumeric16 unique values
0 missing
CATS2D_04_LLnumeric11 unique values
0 missing
GATS2snumeric17 unique values
0 missing
PHInumeric16 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
GATS2vnumeric16 unique values
0 missing
piIDnumeric17 unique values
0 missing
CATS2D_05_AAnumeric4 unique values
0 missing
GATS3enumeric16 unique values
0 missing
piPC01numeric15 unique values
0 missing
CATS2D_05_ALnumeric9 unique values
0 missing
GATS3inumeric16 unique values
0 missing
piPC02numeric15 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
GATS3pnumeric16 unique values
0 missing
piPC03numeric16 unique values
0 missing
CATS2D_05_APnumeric2 unique values
0 missing
GATS3vnumeric16 unique values
0 missing
piPC04numeric17 unique values
0 missing
CATS2D_05_DAnumeric4 unique values
0 missing
GATS4enumeric17 unique values
0 missing
piPC05numeric17 unique values
0 missing
CATS2D_05_DDnumeric2 unique values
0 missing
GATS4inumeric16 unique values
0 missing
piPC06numeric17 unique values
0 missing
CATS2D_05_DLnumeric7 unique values
0 missing
GATS4mnumeric17 unique values
0 missing
piPC07numeric17 unique values
0 missing
CATS2D_05_LLnumeric10 unique values
0 missing
GATS4pnumeric17 unique values
0 missing
piPC08numeric17 unique values
0 missing
CATS2D_05_NLnumeric2 unique values
0 missing
GATS4snumeric17 unique values
0 missing
piPC09numeric17 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
GATS4vnumeric16 unique values
0 missing
piPC10numeric16 unique values
0 missing
CATS2D_06_AAnumeric5 unique values
0 missing
GATS5enumeric17 unique values
0 missing
PJI2numeric6 unique values
0 missing
CATS2D_06_ALnumeric6 unique values
0 missing
GATS5inumeric17 unique values
0 missing
Polnumeric16 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
GATS5mnumeric15 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
CATS2D_06_DAnumeric3 unique values
0 missing
GATS5pnumeric16 unique values
0 missing
Psi_e_0dnumeric3 unique values
0 missing
CATS2D_06_DDnumeric2 unique values
0 missing
GATS5snumeric17 unique values
0 missing
Psi_e_1numeric17 unique values
0 missing
CATS2D_06_DLnumeric9 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
Psi_e_Anumeric16 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GATS6enumeric17 unique values
0 missing
Psi_i_0numeric16 unique values
0 missing
CATS2D_06_LLnumeric9 unique values
0 missing
GATS6inumeric17 unique values
0 missing
Psi_i_0dnumeric3 unique values
0 missing
CATS2D_06_NLnumeric2 unique values
0 missing
GATS6mnumeric16 unique values
0 missing
Psi_i_1numeric16 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
GATS6pnumeric17 unique values
0 missing
Psi_i_1dnumeric3 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
GATS6snumeric17 unique values
0 missing
Psi_i_Anumeric16 unique values
0 missing
CATS2D_07_ALnumeric9 unique values
0 missing
GATS6vnumeric17 unique values
0 missing
Psi_i_snumeric16 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
GATS7enumeric17 unique values
0 missing
Psi_i_tnumeric4 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
GATS7inumeric17 unique values
0 missing
Psychotic.50numeric2 unique values
0 missing
CATS2D_07_DLnumeric9 unique values
0 missing
GATS7mnumeric15 unique values
0 missing
Psychotic.80numeric2 unique values
0 missing
CATS2D_07_LLnumeric10 unique values
0 missing
GATS7pnumeric17 unique values
0 missing
P_VSA_e_1numeric14 unique values
0 missing
CATS2D_07_NLnumeric2 unique values
0 missing
GATS7snumeric17 unique values
0 missing
P_VSA_e_2numeric16 unique values
0 missing
CATS2D_07_PLnumeric3 unique values
0 missing
GATS7vnumeric17 unique values
0 missing
P_VSA_e_3numeric3 unique values
0 missing
CATS2D_08_AAnumeric3 unique values
0 missing
GATS8enumeric17 unique values
0 missing
P_VSA_e_5numeric14 unique values
0 missing
CATS2D_08_ALnumeric9 unique values
0 missing
GATS8inumeric16 unique values
0 missing
P_VSA_i_2numeric16 unique values
0 missing
CATS2D_08_APnumeric2 unique values
0 missing
GATS8mnumeric17 unique values
0 missing
P_VSA_i_3numeric16 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
GATS8pnumeric17 unique values
0 missing
P_VSA_i_4numeric3 unique values
0 missing
CATS2D_08_DDnumeric3 unique values
0 missing
GATS8snumeric17 unique values
0 missing
P_VSA_LogP_1numeric6 unique values
0 missing
CATS2D_08_DLnumeric7 unique values
0 missing
GATS8vnumeric17 unique values
0 missing
P_VSA_LogP_2numeric11 unique values
0 missing
CATS2D_08_LLnumeric10 unique values
0 missing
GGI1numeric11 unique values
0 missing
P_VSA_LogP_3numeric11 unique values
0 missing
CATS2D_08_NLnumeric2 unique values
0 missing
GGI10numeric11 unique values
0 missing
P_VSA_LogP_4numeric13 unique values
0 missing
CATS2D_08_PLnumeric3 unique values
0 missing
GGI2numeric13 unique values
0 missing
P_VSA_LogP_5numeric10 unique values
0 missing
CATS2D_09_AAnumeric2 unique values
0 missing
GGI4numeric16 unique values
0 missing
P_VSA_LogP_6numeric2 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
GGI5numeric16 unique values
0 missing
P_VSA_LogP_7numeric14 unique values
0 missing
CATS2D_09_DAnumeric3 unique values
0 missing
GGI6numeric16 unique values
0 missing
P_VSA_m_1numeric14 unique values
0 missing
CATS2D_09_DDnumeric3 unique values
0 missing
GGI7numeric15 unique values
0 missing
P_VSA_m_2numeric16 unique values
0 missing
CATS2D_09_DLnumeric6 unique values
0 missing
GGI8numeric14 unique values
0 missing
P_VSA_m_3numeric14 unique values
0 missing
CATS2D_09_DNnumeric2 unique values
0 missing
GGI9numeric13 unique values
0 missing
P_VSA_MR_1numeric13 unique values
0 missing
CATS2D_09_LLnumeric6 unique values
0 missing
GMTInumeric17 unique values
0 missing
P_VSA_MR_2numeric16 unique values
0 missing
CATS2D_09_NLnumeric2 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
P_VSA_MR_3numeric6 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
GNarnumeric15 unique values
0 missing
P_VSA_MR_5numeric12 unique values
0 missing
CENTnumeric17 unique values
0 missing
H.numeric13 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
H.046numeric8 unique values
0 missing
P_VSA_MR_7numeric5 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
H.047numeric10 unique values
0 missing
P_VSA_p_1numeric14 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
H.048numeric2 unique values
0 missing
P_VSA_p_2numeric14 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
H.049numeric2 unique values
0 missing
P_VSA_p_3numeric16 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
H.050numeric7 unique values
0 missing
P_VSA_s_2numeric14 unique values
0 missing
Chi0_EA.bo.numeric16 unique values
0 missing
H.051numeric4 unique values
0 missing
P_VSA_s_3numeric14 unique values
0 missing
Chi0_EA.dm.numeric16 unique values
0 missing
H.052numeric5 unique values
0 missing
P_VSA_s_4numeric10 unique values
0 missing
Chi0_EA.ed.numeric17 unique values
0 missing
H.053numeric4 unique values
0 missing
P_VSA_s_5numeric3 unique values
0 missing
Chi0_EA.ri.numeric16 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
P_VSA_s_6numeric14 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
815
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
814
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
45.28
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
0.07
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
0.69
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
1.52
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
106.96
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
0.62
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
0.76
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
18
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.16
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
30185.72
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
2.04
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
99.88
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
5.46
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
0.12
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
1.42
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
33638.28
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.8
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.66
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
0.39
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
1.87
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
96.64
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.14
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
0.48
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.27
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-CHEMBL1687677
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1687677
0 runs - estimation_procedure: 50 times Clustering
Define a new task