Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748

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: CHEMBL4748 (TID: 100794), and it has 10 rows and 466 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.

468 features

pXC50 (target)numeric9 unique values
0 missing
molecule_id (row identifier)nominal10 unique values
0 missing
piPC03numeric10 unique values
0 missing
AECCnumeric7 unique values
0 missing
piPC04numeric9 unique values
0 missing
AMRnumeric10 unique values
0 missing
piPC06numeric10 unique values
0 missing
ATS1enumeric9 unique values
0 missing
piPC07numeric10 unique values
0 missing
ATS1inumeric9 unique values
0 missing
piPC08numeric10 unique values
0 missing
ATS1pnumeric9 unique values
0 missing
piPC09numeric10 unique values
0 missing
ATS1vnumeric9 unique values
0 missing
piPC10numeric10 unique values
0 missing
ATS2enumeric10 unique values
0 missing
PJI2numeric5 unique values
0 missing
ATS2inumeric10 unique values
0 missing
Polnumeric7 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Psi_e_0numeric10 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Psi_i_0numeric10 unique values
0 missing
ATS3enumeric10 unique values
0 missing
Psi_i_1numeric10 unique values
0 missing
ATS3inumeric10 unique values
0 missing
P_VSA_e_1numeric5 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
P_VSA_e_3numeric6 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
P_VSA_i_3numeric10 unique values
0 missing
ATS4enumeric10 unique values
0 missing
P_VSA_i_4numeric6 unique values
0 missing
ATS4inumeric10 unique values
0 missing
P_VSA_LogP_7numeric4 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
P_VSA_m_1numeric4 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
P_VSA_MR_1numeric4 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
P_VSA_MR_7numeric8 unique values
0 missing
ATS5enumeric10 unique values
0 missing
P_VSA_p_1numeric4 unique values
0 missing
ATS5inumeric10 unique values
0 missing
P_VSA_s_2numeric4 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
P_VSA_v_1numeric4 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
PW2numeric6 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
Qindexnumeric5 unique values
0 missing
ATS6enumeric10 unique values
0 missing
RBFnumeric10 unique values
0 missing
ATS6inumeric9 unique values
0 missing
RDCHInumeric7 unique values
0 missing
ATS6mnumeric10 unique values
0 missing
RDSQnumeric7 unique values
0 missing
ATS6pnumeric10 unique values
0 missing
S0Knumeric7 unique values
0 missing
ATS6vnumeric10 unique values
0 missing
S1Knumeric10 unique values
0 missing
ATS7enumeric9 unique values
0 missing
S2Knumeric10 unique values
0 missing
ATS7inumeric10 unique values
0 missing
SAtotnumeric10 unique values
0 missing
ATS7mnumeric10 unique values
0 missing
SCBOnumeric7 unique values
0 missing
ATS7pnumeric10 unique values
0 missing
Senumeric10 unique values
0 missing
ATS7vnumeric10 unique values
0 missing
Sinumeric10 unique values
0 missing
ATS8enumeric10 unique values
0 missing
SIC0numeric9 unique values
0 missing
ATS8inumeric10 unique values
0 missing
SM02_AEA.bo.numeric9 unique values
0 missing
ATS8mnumeric10 unique values
0 missing
SM02_AEA.dm.numeric5 unique values
0 missing
ATS8pnumeric10 unique values
0 missing
SM02_AEA.ed.numeric7 unique values
0 missing
ATS8vnumeric10 unique values
0 missing
SM02_AEA.ri.numeric5 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
SM02_EAnumeric6 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
SM02_EA.bo.numeric9 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
SM02_EA.dm.numeric8 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
SM02_EA.ri.numeric10 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
SM03_AEA.bo.numeric9 unique values
0 missing
ATSC2mnumeric10 unique values
0 missing
SM03_AEA.ed.numeric7 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
SM03_AEA.ri.numeric6 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
SM03_EA.bo.numeric7 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
SM03_EA.ed.numeric7 unique values
0 missing
ATSC3mnumeric10 unique values
0 missing
SM03_EA.ri.numeric8 unique values
0 missing
ATSC3pnumeric10 unique values
0 missing
SM04_AEA.dm.numeric7 unique values
0 missing
ATSC3vnumeric10 unique values
0 missing
SM04_AEA.ri.numeric7 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
SM04_EA.bo.numeric10 unique values
0 missing
ATSC4mnumeric10 unique values
0 missing
SM04_EA.dm.numeric8 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
SM04_EA.ed.numeric7 unique values
0 missing
ATSC4vnumeric10 unique values
0 missing
SM05_AEA.dm.numeric7 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
SM05_AEA.ri.numeric7 unique values
0 missing
ATSC5mnumeric10 unique values
0 missing
SM05_EAnumeric7 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
SM05_EA.bo.numeric10 unique values
0 missing
ATSC5vnumeric10 unique values
0 missing
SM05_EA.ed.numeric7 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
SM05_EA.ri.numeric10 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
SM06_AEA.dm.numeric7 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
SM06_AEA.ed.numeric7 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
SM06_AEA.ri.numeric7 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
SM06_EAnumeric7 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
SM06_EA.bo.numeric10 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
SM06_EA.dm.numeric5 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
SM06_EA.ed.numeric7 unique values
0 missing
ATSC8inumeric10 unique values
0 missing
SM07_AEA.dm.numeric7 unique values
0 missing
ATSC8mnumeric10 unique values
0 missing
SM07_AEA.ed.numeric7 unique values
0 missing
ATSC8pnumeric10 unique values
0 missing
SM07_AEA.ri.numeric7 unique values
0 missing
ATSC8vnumeric10 unique values
0 missing
SM07_EAnumeric7 unique values
0 missing
BBInumeric6 unique values
0 missing
SM07_EA.bo.numeric10 unique values
0 missing
BIC0numeric8 unique values
0 missing
SM07_EA.ed.numeric7 unique values
0 missing
BIDnumeric6 unique values
0 missing
SM08_AEA.dm.numeric7 unique values
0 missing
CENTnumeric7 unique values
0 missing
SM08_AEA.ed.numeric7 unique values
0 missing
Chi0_AEA.bo.numeric7 unique values
0 missing
SM08_AEA.ri.numeric7 unique values
0 missing
Chi0_AEA.dm.numeric7 unique values
0 missing
SM08_EAnumeric7 unique values
0 missing
Chi0_AEA.ed.numeric7 unique values
0 missing
SM08_EA.bo.numeric10 unique values
0 missing
Chi0_AEA.ri.numeric7 unique values
0 missing
SM08_EA.ed.numeric7 unique values
0 missing
Chi0_EAnumeric7 unique values
0 missing
SM09_AEA.dm.numeric7 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
SM09_AEA.ed.numeric7 unique values
0 missing
Chi0_EA.dm.numeric9 unique values
0 missing
SM09_AEA.ri.numeric7 unique values
0 missing
Chi0_EA.ed.numeric7 unique values
0 missing
SM09_EAnumeric7 unique values
0 missing
Chi0_EA.ri.numeric10 unique values
0 missing
SM09_EA.bo.numeric10 unique values
0 missing
Chi1_AEA.bo.numeric7 unique values
0 missing
SM09_EA.ed.numeric7 unique values
0 missing
Chi1_AEA.dm.numeric7 unique values
0 missing
SM10_AEA.ed.numeric7 unique values
0 missing
Chi1_AEA.ed.numeric7 unique values
0 missing
SM10_AEA.ri.numeric7 unique values
0 missing
Chi1_AEA.ri.numeric7 unique values
0 missing
SM10_EAnumeric7 unique values
0 missing
Chi1_EAnumeric7 unique values
0 missing
SM10_EA.bo.numeric9 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
SM11_AEA.ed.numeric7 unique values
0 missing
Chi1_EA.ed.numeric7 unique values
0 missing
SM11_EAnumeric7 unique values
0 missing
Chi1_EA.ri.numeric10 unique values
0 missing
SM11_EA.bo.numeric8 unique values
0 missing
CIC0numeric10 unique values
0 missing
SM12_AEA.ed.numeric7 unique values
0 missing
CIDnumeric6 unique values
0 missing
SM12_EAnumeric7 unique values
0 missing
CSInumeric7 unique values
0 missing
SM12_EA.bo.numeric9 unique values
0 missing
DECCnumeric7 unique values
0 missing
SM13_AEA.bo.numeric5 unique values
0 missing
Dznumeric7 unique values
0 missing
SM13_AEA.dm.numeric7 unique values
0 missing
ECCnumeric7 unique values
0 missing
SM13_AEA.ed.numeric7 unique values
0 missing
Eig04_EA.bo.numeric10 unique values
0 missing
SM13_EAnumeric7 unique values
0 missing
Eig04_EA.ed.numeric7 unique values
0 missing
SM13_EA.bo.numeric9 unique values
0 missing
Eig05_EAnumeric5 unique values
0 missing
SM14_AEA.dm.numeric7 unique values
0 missing
Eig05_EA.ed.numeric7 unique values
0 missing
SM14_AEA.ed.numeric7 unique values
0 missing
Eig06_EA.dm.numeric7 unique values
0 missing
SM14_AEA.ri.numeric10 unique values
0 missing
Eig07_EA.ed.numeric5 unique values
0 missing
SM14_EAnumeric7 unique values
0 missing
Eig08_AEA.ed.numeric6 unique values
0 missing
SM15_AEA.ed.numeric7 unique values
0 missing
Eig08_EAnumeric5 unique values
0 missing
SM15_EAnumeric7 unique values
0 missing
Eig08_EA.bo.numeric8 unique values
0 missing
SMTInumeric7 unique values
0 missing
Eig08_EA.ed.numeric6 unique values
0 missing
SMTIVnumeric10 unique values
0 missing
Eig09_AEA.ed.numeric6 unique values
0 missing
SNarnumeric6 unique values
0 missing
Eig09_EA.ed.numeric7 unique values
0 missing
Spnumeric10 unique values
0 missing
Eig10_AEA.bo.numeric10 unique values
0 missing
SpAD_AEA.bo.numeric10 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
SpAD_AEA.dm.numeric10 unique values
0 missing
Eig10_AEA.ri.numeric10 unique values
0 missing
SpAD_AEA.ed.numeric7 unique values
0 missing
Eig10_EAnumeric7 unique values
0 missing
SpAD_AEA.ri.numeric10 unique values
0 missing
Eig10_EA.bo.numeric10 unique values
0 missing
SpAD_EAnumeric7 unique values
0 missing
Eig10_EA.ed.numeric7 unique values
0 missing
SpAD_EA.bo.numeric10 unique values
0 missing
Eig10_EA.ri.numeric10 unique values
0 missing
SpAD_EA.dm.numeric8 unique values
0 missing
Eig11_AEA.bo.numeric10 unique values
0 missing
SpAD_EA.ed.numeric7 unique values
0 missing
Eig11_AEA.ed.numeric6 unique values
0 missing
SpAD_EA.ri.numeric10 unique values
0 missing
Eig11_AEA.ri.numeric10 unique values
0 missing
SpMAD_AEA.dm.numeric9 unique values
0 missing
Eig11_EAnumeric7 unique values
0 missing
SpMAD_AEA.ed.numeric7 unique values
0 missing
Eig11_EA.bo.numeric9 unique values
0 missing
SpMAD_EAnumeric6 unique values
0 missing
Eig11_EA.ed.numeric7 unique values
0 missing
SpMAD_EA.dm.numeric9 unique values
0 missing
Eig11_EA.ri.numeric10 unique values
0 missing
SpMAD_EA.ed.numeric7 unique values
0 missing
Eig12_AEA.bo.numeric9 unique values
0 missing
SpMAD_EA.ri.numeric10 unique values
0 missing
Eig12_AEA.dm.numeric8 unique values
0 missing
SpMax1_Bh.e.numeric10 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
SpMax1_Bh.i.numeric9 unique values
0 missing
Eig12_AEA.ri.numeric9 unique values
0 missing
SpMax1_Bh.m.numeric10 unique values
0 missing
Eig12_EAnumeric7 unique values
0 missing
SpMax1_Bh.v.numeric7 unique values
0 missing
Eig12_EA.bo.numeric7 unique values
0 missing
SpMax4_Bh.i.numeric10 unique values
0 missing
Eig12_EA.ed.numeric7 unique values
0 missing
SpMax4_Bh.m.numeric8 unique values
0 missing
Eig12_EA.ri.numeric9 unique values
0 missing
SpMax5_Bh.e.numeric8 unique values
0 missing
Eig13_AEA.bo.numeric10 unique values
0 missing
SpMax5_Bh.i.numeric10 unique values
0 missing
Eig13_AEA.ed.numeric7 unique values
0 missing
SpMax5_Bh.v.numeric10 unique values
0 missing
Eig13_AEA.ri.numeric10 unique values
0 missing
SpMax6_Bh.e.numeric8 unique values
0 missing
Eig13_EAnumeric7 unique values
0 missing
SpMax6_Bh.i.numeric9 unique values
0 missing
Eig13_EA.bo.numeric10 unique values
0 missing
SpMax6_Bh.m.numeric9 unique values
0 missing
Eig13_EA.ed.numeric7 unique values
0 missing
SpMax6_Bh.p.numeric8 unique values
0 missing
Eig13_EA.ri.numeric10 unique values
0 missing
SpMax6_Bh.v.numeric9 unique values
0 missing
Eig14_AEA.bo.numeric10 unique values
0 missing
SpMax7_Bh.e.numeric9 unique values
0 missing
Eig14_AEA.ed.numeric7 unique values
0 missing
SpMax7_Bh.i.numeric9 unique values
0 missing
Eig14_AEA.ri.numeric10 unique values
0 missing
SpMax7_Bh.m.numeric9 unique values
0 missing
Eig14_EAnumeric7 unique values
0 missing
SpMax7_Bh.p.numeric8 unique values
0 missing
Eig14_EA.bo.numeric10 unique values
0 missing
SpMax7_Bh.v.numeric9 unique values
0 missing
Eig14_EA.ed.numeric7 unique values
0 missing
SpMax8_Bh.e.numeric8 unique values
0 missing
Eig14_EA.ri.numeric10 unique values
0 missing
SpMax8_Bh.i.numeric8 unique values
0 missing
Eig15_AEA.bo.numeric7 unique values
0 missing
SpMax8_Bh.m.numeric10 unique values
0 missing
Eig15_AEA.ed.numeric7 unique values
0 missing
SpMax8_Bh.p.numeric9 unique values
0 missing
Eig15_AEA.ri.numeric9 unique values
0 missing
SpMax8_Bh.v.numeric10 unique values
0 missing
Eig15_EAnumeric7 unique values
0 missing
SpMaxA_AEA.bo.numeric8 unique values
0 missing
Eig15_EA.bo.numeric10 unique values
0 missing
SpMaxA_AEA.dm.numeric5 unique values
0 missing
Eig15_EA.ed.numeric7 unique values
0 missing
SpMaxA_AEA.ed.numeric6 unique values
0 missing
Eig15_EA.ri.numeric9 unique values
0 missing
SpMaxA_AEA.ri.numeric6 unique values
0 missing
Eta_alphanumeric7 unique values
0 missing
SpMaxA_EAnumeric6 unique values
0 missing
Eta_B_Anumeric7 unique values
0 missing
SpMaxA_EA.ed.numeric6 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
SpMaxA_EA.ri.numeric9 unique values
0 missing
Eta_betaSnumeric6 unique values
0 missing
SpMin3_Bh.p.numeric8 unique values
0 missing
Eta_betaS_Anumeric6 unique values
0 missing
SpMin3_Bh.v.numeric10 unique values
0 missing
Eta_Cnumeric10 unique values
0 missing
SpMin5_Bh.e.numeric10 unique values
0 missing
Eta_C_Anumeric10 unique values
0 missing
SpMin5_Bh.i.numeric9 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
SpMin5_Bh.m.numeric9 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
SpMin5_Bh.p.numeric10 unique values
0 missing
Eta_FLnumeric10 unique values
0 missing
SpMin5_Bh.s.numeric9 unique values
0 missing
Eta_Lnumeric10 unique values
0 missing
SpMin5_Bh.v.numeric10 unique values
0 missing
Eta_sh_ynumeric7 unique values
0 missing
SpMin6_Bh.e.numeric9 unique values
0 missing
GATS1inumeric10 unique values
0 missing
SpMin6_Bh.i.numeric9 unique values
0 missing
GATS1pnumeric10 unique values
0 missing
SpMin6_Bh.m.numeric6 unique values
0 missing
GATS1snumeric10 unique values
0 missing
SpMin6_Bh.p.numeric10 unique values
0 missing
GATS1vnumeric10 unique values
0 missing
SpMin6_Bh.s.numeric10 unique values
0 missing
GATS2enumeric10 unique values
0 missing
SpMin6_Bh.v.numeric10 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
SpMin7_Bh.e.numeric7 unique values
0 missing
GATS2snumeric10 unique values
0 missing
SpMin7_Bh.i.numeric7 unique values
0 missing
GATS4mnumeric10 unique values
0 missing
SpMin7_Bh.m.numeric6 unique values
0 missing
GATS4snumeric10 unique values
0 missing
SpMin7_Bh.p.numeric7 unique values
0 missing
GATS4vnumeric9 unique values
0 missing
SpMin7_Bh.s.numeric10 unique values
0 missing
GATS7inumeric10 unique values
0 missing
SpMin7_Bh.v.numeric6 unique values
0 missing
GATS7pnumeric10 unique values
0 missing
SpMin8_Bh.e.numeric6 unique values
0 missing
GATS7vnumeric10 unique values
0 missing
SpMin8_Bh.i.numeric8 unique values
0 missing
GATS8inumeric10 unique values
0 missing
SpMin8_Bh.m.numeric5 unique values
0 missing
GATS8pnumeric10 unique values
0 missing
SpMin8_Bh.p.numeric6 unique values
0 missing
GATS8vnumeric10 unique values
0 missing
SpMin8_Bh.s.numeric8 unique values
0 missing
GGI4numeric5 unique values
0 missing
SpMin8_Bh.v.numeric6 unique values
0 missing
GGI5numeric6 unique values
0 missing
SRW02numeric5 unique values
0 missing
GGI6numeric7 unique values
0 missing
SRW04numeric6 unique values
0 missing
GGI8numeric7 unique values
0 missing
SRW06numeric7 unique values
0 missing
GGI9numeric6 unique values
0 missing
SRW08numeric7 unique values
0 missing
GMTInumeric7 unique values
0 missing
SRW10numeric7 unique values
0 missing
H.047numeric4 unique values
0 missing
Svnumeric10 unique values
0 missing
HDcpxnumeric6 unique values
0 missing
TIC0numeric10 unique values
0 missing
HVcpxnumeric7 unique values
0 missing
TIC1numeric10 unique values
0 missing
IACnumeric10 unique values
0 missing
TIC2numeric10 unique values
0 missing
IC2numeric10 unique values
0 missing
TIC3numeric10 unique values
0 missing
IC3numeric10 unique values
0 missing
TIC4numeric10 unique values
0 missing
IC4numeric10 unique values
0 missing
TIC5numeric10 unique values
0 missing
IC5numeric10 unique values
0 missing
TPCnumeric6 unique values
0 missing
ICRnumeric6 unique values
0 missing
UNIPnumeric7 unique values
0 missing
IDDEnumeric7 unique values
0 missing
VARnumeric7 unique values
0 missing
IDDMnumeric7 unique values
0 missing
Vindexnumeric7 unique values
0 missing
IDETnumeric7 unique values
0 missing
VvdwMGnumeric10 unique values
0 missing
IDMnumeric7 unique values
0 missing
VvdwZAZnumeric10 unique values
0 missing
IDMTnumeric7 unique values
0 missing
Vxnumeric10 unique values
0 missing
ISIZnumeric10 unique values
0 missing
Wapnumeric7 unique values
0 missing
IVDEnumeric6 unique values
0 missing
X0numeric6 unique values
0 missing
IVDMnumeric6 unique values
0 missing
X0solnumeric6 unique values
0 missing
JGI1numeric6 unique values
0 missing
X0vnumeric10 unique values
0 missing
JGI10numeric3 unique values
0 missing
X1numeric7 unique values
0 missing
JGI3numeric5 unique values
0 missing
X1Kupnumeric10 unique values
0 missing
JGI4numeric5 unique values
0 missing
X1Madnumeric7 unique values
0 missing
JGTnumeric7 unique values
0 missing
X1MulPernumeric10 unique values
0 missing
LPRSnumeric7 unique values
0 missing
X1Pernumeric10 unique values
0 missing
MATS3enumeric8 unique values
0 missing
MATS3inumeric9 unique values
0 missing
MATS4enumeric9 unique values
0 missing
MATS4mnumeric10 unique values
0 missing
MATS4vnumeric10 unique values
0 missing
MATS5enumeric8 unique values
0 missing
MATS6vnumeric8 unique values
0 missing
MATS7inumeric10 unique values
0 missing
MATS7pnumeric9 unique values
0 missing
MATS8inumeric9 unique values
0 missing
MATS8pnumeric9 unique values
0 missing
MATS8vnumeric10 unique values
0 missing
MDDDnumeric7 unique values
0 missing
MPC01numeric5 unique values
0 missing
MPC02numeric6 unique values
0 missing
MPC03numeric7 unique values
0 missing
MPC04numeric6 unique values
0 missing
MPC05numeric7 unique values
0 missing
MPC06numeric7 unique values
0 missing
MPC07numeric6 unique values
0 missing
MPC08numeric7 unique values
0 missing
MPC09numeric6 unique values
0 missing
MPC10numeric7 unique values
0 missing
MSDnumeric7 unique values
0 missing
MWnumeric10 unique values
0 missing
MWC01numeric5 unique values
0 missing
MWC02numeric6 unique values
0 missing
MWC03numeric7 unique values
0 missing
MWC04numeric6 unique values
0 missing
MWC05numeric7 unique values
0 missing
MWC06numeric7 unique values
0 missing
MWC07numeric7 unique values
0 missing
nATnumeric10 unique values
0 missing
nBOnumeric5 unique values
0 missing
nBTnumeric9 unique values
0 missing
nCnumeric4 unique values
0 missing
nCsp3numeric5 unique values
0 missing
nHnumeric8 unique values
0 missing
nSKnumeric6 unique values
0 missing
NssCH2numeric4 unique values
0 missing
ON0Vnumeric10 unique values
0 missing
ON1numeric7 unique values
0 missing
ON1Vnumeric10 unique values
0 missing
piPC01numeric7 unique values
0 missing
piPC02numeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
10
Number of instances (rows) of the dataset.
NumberOfFeatures
468
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
467
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
46.8
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
1.38
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
-0.84
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
4.79
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
121.91
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
-1.52
Second quartile (Median) of skewness among attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.16
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.37
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxKurtosisOfNumericAtts
9.58
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-0.14
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
47981.86
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
2.13
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
99.79
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
18.46
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.89
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.21
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
3.07
Maximum skewness among attributes of the numeric type.
MinStdDevOfNumericAtts
0
Minimum standard deviation of attributes of the numeric type.
Quartile1AttributeEntropy
First quartile of entropy among attributes.
Quartile3SkewnessOfNumericAtts
-0.75
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
16594.04
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
1
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.59
Third quartile of standard deviation of attributes of the numeric type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.71
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
1.69
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
387.91
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-1.68
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.14
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.15
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-CHEMBL4748
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748
0 runs - estimation_procedure: 50 times Clustering
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