Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808

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: CHEMBL4808 (TID: 10819), and it has 18 rows and 463 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.

465 features

pXC50 (target)numeric11 unique values
0 missing
molecule_id (row identifier)nominal18 unique values
0 missing
SM13_AEA.ri.numeric17 unique values
0 missing
ATS2pnumeric17 unique values
0 missing
SM14_AEA.bo.numeric16 unique values
0 missing
ATS3pnumeric17 unique values
0 missing
SM14_AEA.ri.numeric17 unique values
0 missing
ATS4pnumeric17 unique values
0 missing
SM15_AEA.dm.numeric16 unique values
0 missing
ATS5pnumeric17 unique values
0 missing
SM15_AEA.ri.numeric17 unique values
0 missing
ATS6enumeric17 unique values
0 missing
SNarnumeric13 unique values
0 missing
ATS6inumeric16 unique values
0 missing
Spnumeric17 unique values
0 missing
ATS6pnumeric17 unique values
0 missing
SpAD_AEA.bo.numeric17 unique values
0 missing
ATS7pnumeric17 unique values
0 missing
SpAD_AEA.dm.numeric17 unique values
0 missing
ATS8pnumeric16 unique values
0 missing
SpAD_AEA.ed.numeric16 unique values
0 missing
ATSC5pnumeric17 unique values
0 missing
SpAD_AEA.ri.numeric17 unique values
0 missing
ATSC6mnumeric17 unique values
0 missing
SpAD_EAnumeric16 unique values
0 missing
ATSC6pnumeric17 unique values
0 missing
SpAD_EA.bo.numeric17 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
SpAD_EA.ed.numeric16 unique values
0 missing
BIC4numeric16 unique values
0 missing
SpAD_EA.ri.numeric17 unique values
0 missing
BIC5numeric16 unique values
0 missing
SPInumeric16 unique values
0 missing
Eig04_AEA.ed.numeric16 unique values
0 missing
SpMax2_Bh.m.numeric17 unique values
0 missing
Eig04_EA.ed.numeric16 unique values
0 missing
SpMax3_Bh.m.numeric17 unique values
0 missing
Eig04_EA.ri.numeric17 unique values
0 missing
SpMax3_Bh.v.numeric17 unique values
0 missing
Eig08_AEA.ed.numeric16 unique values
0 missing
SpMax4_Bh.e.numeric15 unique values
0 missing
JGI2numeric12 unique values
0 missing
SpMax4_Bh.i.numeric17 unique values
0 missing
MWC09numeric15 unique values
0 missing
SpMax4_Bh.m.numeric16 unique values
0 missing
MWC10numeric16 unique values
0 missing
SpMax4_Bh.p.numeric16 unique values
0 missing
SM03_EA.ri.numeric14 unique values
0 missing
SpMax4_Bh.v.numeric16 unique values
0 missing
SM05_AEA.ed.numeric16 unique values
0 missing
SpMax5_Bh.e.numeric17 unique values
0 missing
SM07_AEA.bo.numeric17 unique values
0 missing
SpMax5_Bh.m.numeric17 unique values
0 missing
SM08_AEA.bo.numeric17 unique values
0 missing
SpMax5_Bh.p.numeric17 unique values
0 missing
SM13_AEA.dm.numeric16 unique values
0 missing
SpMax5_Bh.v.numeric17 unique values
0 missing
SpMax3_Bh.p.numeric17 unique values
0 missing
SpMax6_Bh.i.numeric15 unique values
0 missing
SpMin8_Bh.e.numeric16 unique values
0 missing
SpMax7_Bh.i.numeric16 unique values
0 missing
SpMin8_Bh.v.numeric14 unique values
0 missing
SpMax8_Bh.e.numeric15 unique values
0 missing
TWCnumeric15 unique values
0 missing
SpMax8_Bh.m.numeric16 unique values
0 missing
X2vnumeric17 unique values
0 missing
SpMax8_Bh.p.numeric16 unique values
0 missing
SM05_EAnumeric14 unique values
0 missing
SpMax8_Bh.v.numeric15 unique values
0 missing
SM05_EA.ri.numeric17 unique values
0 missing
SpMaxA_AEA.dm.numeric15 unique values
0 missing
MATS1snumeric15 unique values
0 missing
SpMaxA_AEA.ed.numeric14 unique values
0 missing
MATS7pnumeric16 unique values
0 missing
SpMaxA_AEA.ri.numeric15 unique values
0 missing
ATS8enumeric17 unique values
0 missing
SpMaxA_EAnumeric14 unique values
0 missing
ATS8inumeric17 unique values
0 missing
SpMaxA_EA.ri.numeric15 unique values
0 missing
ATSC1mnumeric17 unique values
0 missing
SpMin1_Bh.e.numeric16 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
SpMin1_Bh.p.numeric14 unique values
0 missing
ATSC3pnumeric17 unique values
0 missing
SpMin3_Bh.i.numeric17 unique values
0 missing
ATSC4pnumeric16 unique values
0 missing
SpMin3_Bh.p.numeric15 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
SpMin4_Bh.i.numeric17 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
SpMin6_Bh.e.numeric17 unique values
0 missing
P_VSA_LogP_7numeric11 unique values
0 missing
SpMin6_Bh.i.numeric17 unique values
0 missing
SpMin5_Bh.m.numeric17 unique values
0 missing
SpMin6_Bh.p.numeric16 unique values
0 missing
SpMin7_Bh.s.numeric13 unique values
0 missing
SpMin7_Bh.v.numeric17 unique values
0 missing
X3vnumeric17 unique values
0 missing
SpMin8_Bh.i.numeric14 unique values
0 missing
SM03_EA.ed.numeric16 unique values
0 missing
SpMin8_Bh.p.numeric15 unique values
0 missing
SM04_EA.ed.numeric16 unique values
0 missing
SRW02numeric11 unique values
0 missing
SM06_AEA.ed.numeric16 unique values
0 missing
SRW04numeric14 unique values
0 missing
SM07_AEA.ed.numeric16 unique values
0 missing
SRW06numeric16 unique values
0 missing
SM07_EAnumeric16 unique values
0 missing
SRW08numeric16 unique values
0 missing
SM08_AEA.ed.numeric16 unique values
0 missing
SRW10numeric16 unique values
0 missing
SM08_EAnumeric16 unique values
0 missing
Svnumeric17 unique values
0 missing
SM09_AEA.ed.numeric16 unique values
0 missing
TIC1numeric17 unique values
0 missing
SM09_EAnumeric16 unique values
0 missing
TIC4numeric16 unique values
0 missing
SM10_AEA.ed.numeric16 unique values
0 missing
TIC5numeric16 unique values
0 missing
SaaCHnumeric16 unique values
0 missing
TPCnumeric16 unique values
0 missing
ALOGPnumeric17 unique values
0 missing
VvdwMGnumeric17 unique values
0 missing
ALOGP2numeric17 unique values
0 missing
VvdwZAZnumeric17 unique values
0 missing
AMRnumeric17 unique values
0 missing
Vxnumeric17 unique values
0 missing
ATS1enumeric17 unique values
0 missing
X0numeric14 unique values
0 missing
ATS1inumeric17 unique values
0 missing
X0solnumeric15 unique values
0 missing
ATS1pnumeric17 unique values
0 missing
X0vnumeric17 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
X1numeric16 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
X1Kupnumeric17 unique values
0 missing
ATS3mnumeric16 unique values
0 missing
X1Madnumeric16 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
X1Pernumeric17 unique values
0 missing
ATS4mnumeric17 unique values
0 missing
X1solnumeric16 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
X1vnumeric17 unique values
0 missing
ATS5enumeric17 unique values
0 missing
X2numeric16 unique values
0 missing
ATS5inumeric17 unique values
0 missing
X2solnumeric16 unique values
0 missing
ATS5mnumeric16 unique values
0 missing
X3numeric16 unique values
0 missing
ATS5snumeric17 unique values
0 missing
X3solnumeric16 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
X4numeric16 unique values
0 missing
ATS6mnumeric17 unique values
0 missing
X4solnumeric16 unique values
0 missing
ATS6snumeric17 unique values
0 missing
X5numeric16 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
X5solnumeric16 unique values
0 missing
ATS7enumeric17 unique values
0 missing
Xtnumeric13 unique values
0 missing
ATS7inumeric17 unique values
0 missing
ZM1numeric14 unique values
0 missing
ATS7mnumeric17 unique values
0 missing
ZM2numeric15 unique values
0 missing
ATS7snumeric16 unique values
0 missing
ATSC5snumeric17 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
GATS7pnumeric16 unique values
0 missing
ATS8mnumeric17 unique values
0 missing
SpMax2_Bh.p.numeric16 unique values
0 missing
ATS8snumeric17 unique values
0 missing
SpMax2_Bh.v.numeric17 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
Eta_beta_Anumeric17 unique values
0 missing
ATSC4inumeric17 unique values
0 missing
Eta_betaP_Anumeric16 unique values
0 missing
ATSC4mnumeric17 unique values
0 missing
Eta_FL_Anumeric15 unique values
0 missing
ATSC5inumeric17 unique values
0 missing
Eta_L_Anumeric16 unique values
0 missing
ATSC5mnumeric17 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC6inumeric16 unique values
0 missing
SpMin3_Bh.m.numeric16 unique values
0 missing
ATSC7inumeric17 unique values
0 missing
SpMin3_Bh.v.numeric16 unique values
0 missing
ATSC7mnumeric17 unique values
0 missing
P_VSA_MR_1numeric13 unique values
0 missing
ATSC8inumeric17 unique values
0 missing
SpMin3_Bh.e.numeric17 unique values
0 missing
BBInumeric12 unique values
0 missing
Chi1_EA.dm.numeric16 unique values
0 missing
BIDnumeric15 unique values
0 missing
Eig02_EA.bo.numeric16 unique values
0 missing
Chi0_AEA.bo.numeric16 unique values
0 missing
Eig03_EA.ri.numeric17 unique values
0 missing
Chi0_AEA.dm.numeric16 unique values
0 missing
GATS6inumeric17 unique values
0 missing
Chi0_AEA.ed.numeric16 unique values
0 missing
MPC06numeric16 unique values
0 missing
Chi0_AEA.ri.numeric16 unique values
0 missing
MPC07numeric15 unique values
0 missing
Chi0_EAnumeric16 unique values
0 missing
SM12_AEA.ri.numeric16 unique values
0 missing
Chi0_EA.bo.numeric17 unique values
0 missing
SpMin2_Bh.m.numeric17 unique values
0 missing
Chi0_EA.ed.numeric16 unique values
0 missing
P_VSA_s_4numeric15 unique values
0 missing
Chi0_EA.ri.numeric17 unique values
0 missing
O.numeric16 unique values
0 missing
Chi1_AEA.bo.numeric16 unique values
0 missing
SpMin2_Bh.v.numeric17 unique values
0 missing
Chi1_AEA.dm.numeric16 unique values
0 missing
X2Avnumeric14 unique values
0 missing
Chi1_AEA.ed.numeric16 unique values
0 missing
Eig01_AEA.bo.numeric17 unique values
0 missing
Chi1_AEA.ri.numeric16 unique values
0 missing
MATS3enumeric15 unique values
0 missing
Chi1_EAnumeric16 unique values
0 missing
SpMax2_Bh.i.numeric17 unique values
0 missing
CIDnumeric16 unique values
0 missing
SpMax_AEA.bo.numeric17 unique values
0 missing
Eig03_AEA.ri.numeric17 unique values
0 missing
SpMax1_Bh.m.numeric17 unique values
0 missing
Eig03_EAnumeric16 unique values
0 missing
SpMax1_Bh.p.numeric15 unique values
0 missing
Eig03_EA.bo.numeric17 unique values
0 missing
SpMax1_Bh.v.numeric16 unique values
0 missing
Eig03_EA.ed.numeric16 unique values
0 missing
NaaCHnumeric8 unique values
0 missing
Eig04_AEA.bo.numeric17 unique values
0 missing
SM09_EA.bo.numeric17 unique values
0 missing
Eig04_AEA.ri.numeric17 unique values
0 missing
SM10_EA.bo.numeric17 unique values
0 missing
Eig04_EAnumeric16 unique values
0 missing
SM11_EA.bo.numeric17 unique values
0 missing
Eig04_EA.bo.numeric17 unique values
0 missing
SM12_EA.bo.numeric17 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
SM13_EA.bo.numeric17 unique values
0 missing
Eig05_AEA.ri.numeric17 unique values
0 missing
SM14_EA.bo.numeric17 unique values
0 missing
Eig05_EAnumeric16 unique values
0 missing
SM15_EA.bo.numeric17 unique values
0 missing
Eig05_EA.bo.numeric17 unique values
0 missing
MATS8inumeric17 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
ATS1mnumeric17 unique values
0 missing
Eig06_AEA.bo.numeric16 unique values
0 missing
ATS1snumeric17 unique values
0 missing
Eig06_AEA.ed.numeric16 unique values
0 missing
ATS2mnumeric17 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
ATS2snumeric17 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
CENTnumeric15 unique values
0 missing
Eig06_EA.ed.numeric16 unique values
0 missing
Chi1_EA.ed.numeric16 unique values
0 missing
Eig06_EA.ri.numeric17 unique values
0 missing
Chi1_EA.ri.numeric17 unique values
0 missing
Eig07_AEA.bo.numeric17 unique values
0 missing
CSInumeric16 unique values
0 missing
Eig07_EA.bo.numeric16 unique values
0 missing
D.Dtr06numeric11 unique values
0 missing
Eig08_AEA.bo.numeric16 unique values
0 missing
Dznumeric15 unique values
0 missing
Eig08_AEA.ri.numeric15 unique values
0 missing
ECCnumeric16 unique values
0 missing
Eig08_EAnumeric14 unique values
0 missing
Eig06_EA.bo.numeric17 unique values
0 missing
Eig08_EA.bo.numeric16 unique values
0 missing
Eig10_AEA.ed.numeric15 unique values
0 missing
Eig08_EA.ed.numeric15 unique values
0 missing
Eig11_EAnumeric15 unique values
0 missing
Eig08_EA.ri.numeric14 unique values
0 missing
Eig11_EA.ed.numeric16 unique values
0 missing
Eig09_AEA.bo.numeric16 unique values
0 missing
Eig12_AEA.bo.numeric17 unique values
0 missing
Eig09_AEA.ed.numeric16 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
Eig09_AEA.ri.numeric16 unique values
0 missing
Eig12_EA.bo.numeric17 unique values
0 missing
Eig09_EAnumeric15 unique values
0 missing
Eig13_AEA.bo.numeric17 unique values
0 missing
Eig09_EA.bo.numeric17 unique values
0 missing
Eig13_AEA.dm.numeric17 unique values
0 missing
Eig09_EA.ed.numeric16 unique values
0 missing
Eig13_AEA.ed.numeric15 unique values
0 missing
Eig09_EA.ri.numeric16 unique values
0 missing
Eig13_EA.bo.numeric17 unique values
0 missing
Eig11_AEA.bo.numeric16 unique values
0 missing
Eig14_AEA.ri.numeric17 unique values
0 missing
Eig12_AEA.ri.numeric17 unique values
0 missing
Eig14_EAnumeric16 unique values
0 missing
Eig12_EAnumeric15 unique values
0 missing
Eig14_EA.ed.numeric16 unique values
0 missing
Eig12_EA.ed.numeric16 unique values
0 missing
Eig14_EA.ri.numeric17 unique values
0 missing
Eig12_EA.ri.numeric17 unique values
0 missing
Eig15_AEA.ed.numeric16 unique values
0 missing
Eig13_AEA.ri.numeric17 unique values
0 missing
Eig15_AEA.ri.numeric17 unique values
0 missing
Eig13_EAnumeric14 unique values
0 missing
Eig15_EAnumeric15 unique values
0 missing
Eig13_EA.ed.numeric14 unique values
0 missing
Eig15_EA.bo.numeric17 unique values
0 missing
Eig13_EA.ri.numeric17 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
Eig14_AEA.bo.numeric14 unique values
0 missing
Eig15_EA.ri.numeric17 unique values
0 missing
Eig14_AEA.dm.numeric17 unique values
0 missing
Eta_betaSnumeric15 unique values
0 missing
Eig14_AEA.ed.numeric15 unique values
0 missing
Eta_epsinumeric17 unique values
0 missing
Eig14_EA.bo.numeric16 unique values
0 missing
Eta_Fnumeric17 unique values
0 missing
Eig15_AEA.bo.numeric17 unique values
0 missing
Eta_F_Anumeric17 unique values
0 missing
Eig15_AEA.dm.numeric17 unique values
0 missing
Eta_FLnumeric17 unique values
0 missing
Eta_alphanumeric16 unique values
0 missing
GMTInumeric16 unique values
0 missing
Eta_Bnumeric13 unique values
0 missing
GMTIVnumeric17 unique values
0 missing
Eta_betanumeric16 unique values
0 missing
IACnumeric17 unique values
0 missing
Eta_Cnumeric17 unique values
0 missing
IDDMnumeric16 unique values
0 missing
GGI1numeric8 unique values
0 missing
IDETnumeric16 unique values
0 missing
GGI10numeric10 unique values
0 missing
IDMTnumeric16 unique values
0 missing
GGI4numeric15 unique values
0 missing
LPRSnumeric16 unique values
0 missing
GGI5numeric15 unique values
0 missing
MAXDPnumeric17 unique values
0 missing
GGI7numeric12 unique values
0 missing
MDDDnumeric16 unique values
0 missing
GGI8numeric10 unique values
0 missing
MWnumeric17 unique values
0 missing
HDcpxnumeric16 unique values
0 missing
Psi_e_0numeric17 unique values
0 missing
IDMnumeric16 unique values
0 missing
Psi_e_1numeric17 unique values
0 missing
ISIZnumeric14 unique values
0 missing
Psi_i_snumeric16 unique values
0 missing
IVDMnumeric14 unique values
0 missing
RDCHInumeric16 unique values
0 missing
MATS1inumeric17 unique values
0 missing
SM05_AEA.dm.numeric15 unique values
0 missing
MPC01numeric11 unique values
0 missing
SM06_AEA.ri.numeric16 unique values
0 missing
MPC02numeric12 unique values
0 missing
SM08_AEA.dm.numeric16 unique values
0 missing
MPC03numeric16 unique values
0 missing
SM09_AEA.dm.numeric15 unique values
0 missing
MPC04numeric16 unique values
0 missing
SM09_AEA.ri.numeric16 unique values
0 missing
MPC05numeric16 unique values
0 missing
SM10_AEA.ri.numeric16 unique values
0 missing
MPC08numeric15 unique values
0 missing
SMTInumeric16 unique values
0 missing
MPC09numeric15 unique values
0 missing
SMTIVnumeric17 unique values
0 missing
MPC10numeric16 unique values
0 missing
SpMax5_Bh.i.numeric17 unique values
0 missing
MWC01numeric11 unique values
0 missing
SpMax7_Bh.s.numeric16 unique values
0 missing
MWC02numeric14 unique values
0 missing
SpMaxA_EA.ed.numeric16 unique values
0 missing
MWC03numeric15 unique values
0 missing
TIC0numeric17 unique values
0 missing
MWC04numeric16 unique values
0 missing
TIEnumeric17 unique values
0 missing
MWC05numeric16 unique values
0 missing
Uindexnumeric16 unique values
0 missing
MWC06numeric16 unique values
0 missing
UNIPnumeric16 unique values
0 missing
MWC07numeric16 unique values
0 missing
VARnumeric16 unique values
0 missing
MWC08numeric16 unique values
0 missing
XMODnumeric16 unique values
0 missing
nATnumeric14 unique values
0 missing
Xunumeric16 unique values
0 missing
nBOnumeric11 unique values
0 missing
ZM1Madnumeric16 unique values
0 missing
nBTnumeric14 unique values
0 missing
ZM2Madnumeric16 unique values
0 missing
nCnumeric12 unique values
0 missing
AACnumeric17 unique values
0 missing
nSKnumeric13 unique values
0 missing
AECCnumeric16 unique values
0 missing
ON0numeric14 unique values
0 missing
AMWnumeric17 unique values
0 missing
ON0Vnumeric16 unique values
0 missing
ARRnumeric14 unique values
0 missing
ON1numeric16 unique values
0 missing
ATS2enumeric17 unique values
0 missing
PHInumeric17 unique values
0 missing
ATS2inumeric17 unique values
0 missing
piPC01numeric14 unique values
0 missing
ATS3enumeric17 unique values
0 missing
piPC02numeric15 unique values
0 missing
ATS3inumeric17 unique values
0 missing
piPC03numeric17 unique values
0 missing
ATS3snumeric17 unique values
0 missing
piPC04numeric17 unique values
0 missing
ATS4enumeric17 unique values
0 missing
Polnumeric15 unique values
0 missing
ATS4inumeric17 unique values
0 missing
Psi_i_0numeric17 unique values
0 missing
ATS4snumeric17 unique values
0 missing
Psi_i_1numeric17 unique values
0 missing
ATSC1enumeric16 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
P_VSA_m_2numeric17 unique values
0 missing
P_VSA_MR_6numeric16 unique values
0 missing
P_VSA_p_2numeric12 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
P_VSA_v_2numeric13 unique values
0 missing
P_VSA_v_3numeric17 unique values
0 missing
Qindexnumeric8 unique values
0 missing
Ramnumeric6 unique values
0 missing
RDSQnumeric16 unique values
0 missing
S0Knumeric15 unique values
0 missing
S1Knumeric17 unique values
0 missing
S2Knumeric17 unique values
0 missing
SAaccnumeric12 unique values
0 missing
SAtotnumeric17 unique values
0 missing
SCBOnumeric14 unique values
0 missing
Senumeric17 unique values
0 missing
Sinumeric17 unique values
0 missing
SM02_AEA.bo.numeric15 unique values
0 missing
SM02_AEA.dm.numeric14 unique values
0 missing
SM02_AEA.ed.numeric15 unique values
0 missing
SM02_EAnumeric12 unique values
0 missing
SM02_EA.bo.numeric15 unique values
0 missing
SM02_EA.ed.numeric16 unique values
0 missing
SM02_EA.ri.numeric16 unique values
0 missing
SM03_AEA.bo.numeric15 unique values
0 missing
SM03_AEA.dm.numeric15 unique values
0 missing
SM03_AEA.ed.numeric16 unique values
0 missing
SM03_AEA.ri.numeric15 unique values
0 missing
SM03_EAnumeric6 unique values
0 missing
SM03_EA.bo.numeric13 unique values
0 missing
SM04_AEA.bo.numeric17 unique values
0 missing
SM04_AEA.ed.numeric16 unique values
0 missing
SM04_AEA.ri.numeric16 unique values
0 missing
SM04_EAnumeric16 unique values
0 missing
SM04_EA.bo.numeric17 unique values
0 missing
SM04_EA.ri.numeric16 unique values
0 missing
SM05_AEA.bo.numeric17 unique values
0 missing
SM06_AEA.bo.numeric17 unique values
0 missing
SM06_AEA.dm.numeric15 unique values
0 missing
SM07_AEA.dm.numeric14 unique values
0 missing
SM07_AEA.ri.numeric16 unique values
0 missing
SM08_AEA.ri.numeric14 unique values
0 missing
SM11_AEA.bo.numeric16 unique values
0 missing
SM12_AEA.bo.numeric16 unique values
0 missing
SM12_AEA.dm.numeric16 unique values
0 missing
SM13_AEA.bo.numeric16 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
18
Number of instances (rows) of the dataset.
NumberOfFeatures
465
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
464
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MaxSkewnessOfNumericAtts
2.76
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0.01
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
0.45
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
15750.38
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.28
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.85
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
1.86
First quartile of means among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanKurtosisOfNumericAtts
-0.34
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
123.48
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.25
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.3
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
0.63
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
-0.94
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
25.83
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.04
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.18
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
111.57
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
0.16
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-1.98
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.66
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
10.26
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.96
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
14741.11
Maximum of means among attributes of the numeric type.
MinMutualInformation
Minimal mutual information between the nominal attributes and the target attribute.
PercentageOfMissingValues
0
Percentage of missing values.
Quartile3KurtosisOfNumericAtts
-0.13
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
99.78
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
11.82
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.78
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.22
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-CHEMBL4808
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4808
0 runs - estimation_procedure: 50 times Clustering
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