Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558

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: CHEMBL3558 (TID: 19600), and it has 12 rows and 530 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.

532 features

pXC50 (target)numeric12 unique values
0 missing
molecule_id (row identifier)nominal12 unique values
0 missing
SpMax7_Bh.i.numeric9 unique values
0 missing
SM10_EA.ri.numeric9 unique values
0 missing
AACnumeric10 unique values
0 missing
SpMax7_Bh.p.numeric9 unique values
0 missing
SM11_EA.ri.numeric9 unique values
0 missing
AECCnumeric9 unique values
0 missing
SpMax7_Bh.s.numeric9 unique values
0 missing
SM12_EA.ri.numeric9 unique values
0 missing
ALOGPnumeric10 unique values
0 missing
SpMax7_Bh.v.numeric9 unique values
0 missing
SM13_EA.ri.numeric9 unique values
0 missing
ALOGP2numeric10 unique values
0 missing
SpMax8_Bh.e.numeric9 unique values
0 missing
SM14_EA.ri.numeric9 unique values
0 missing
AMRnumeric10 unique values
0 missing
SpMax8_Bh.i.numeric9 unique values
0 missing
SpDiam_AEA.bo.numeric10 unique values
0 missing
ATS1mnumeric10 unique values
0 missing
SpMax8_Bh.m.numeric9 unique values
0 missing
SPInumeric9 unique values
0 missing
ATS1snumeric10 unique values
0 missing
SpMax8_Bh.s.numeric8 unique values
0 missing
SpMax6_Bh.s.numeric10 unique values
0 missing
ATS1vnumeric10 unique values
0 missing
SpMaxA_AEA.bo.numeric10 unique values
0 missing
SpMin2_Bh.s.numeric10 unique values
0 missing
ATS2inumeric9 unique values
0 missing
SpMaxA_AEA.dm.numeric10 unique values
0 missing
SpMin5_Bh.m.numeric9 unique values
0 missing
ATS2mnumeric10 unique values
0 missing
SpMaxA_AEA.ed.numeric9 unique values
0 missing
SpMin5_Bh.s.numeric7 unique values
0 missing
ATS6mnumeric9 unique values
0 missing
SpMaxA_AEA.ri.numeric9 unique values
0 missing
SRW08numeric9 unique values
0 missing
ATS6pnumeric9 unique values
0 missing
SpMaxA_EAnumeric9 unique values
0 missing
SRW10numeric9 unique values
0 missing
ATS6vnumeric9 unique values
0 missing
SpMaxA_EA.bo.numeric10 unique values
0 missing
X5numeric9 unique values
0 missing
ATS7enumeric9 unique values
0 missing
SpMaxA_EA.ed.numeric9 unique values
0 missing
X5solnumeric9 unique values
0 missing
ATS7inumeric9 unique values
0 missing
SpMaxA_EA.ri.numeric9 unique values
0 missing
SdssCnumeric10 unique values
0 missing
ATS7mnumeric9 unique values
0 missing
SpMin2_Bh.e.numeric10 unique values
0 missing
AMWnumeric10 unique values
0 missing
ATS7pnumeric9 unique values
0 missing
SpMin2_Bh.i.numeric10 unique values
0 missing
ARRnumeric7 unique values
0 missing
ATS7vnumeric9 unique values
0 missing
SpMin2_Bh.m.numeric10 unique values
0 missing
ATS3enumeric10 unique values
0 missing
ATS8enumeric8 unique values
0 missing
SpMin2_Bh.p.numeric10 unique values
0 missing
ATS8inumeric8 unique values
0 missing
SpMin2_Bh.v.numeric10 unique values
0 missing
ATS8mnumeric8 unique values
0 missing
SpMin3_Bh.i.numeric10 unique values
0 missing
ATS8pnumeric8 unique values
0 missing
SpMin3_Bh.p.numeric10 unique values
0 missing
ATS8snumeric8 unique values
0 missing
SpMin3_Bh.s.numeric8 unique values
0 missing
ATS8vnumeric8 unique values
0 missing
SpMin3_Bh.v.numeric10 unique values
0 missing
ATSC1enumeric9 unique values
0 missing
SpMin4_Bh.e.numeric10 unique values
0 missing
ATSC1mnumeric10 unique values
0 missing
SpMin4_Bh.i.numeric9 unique values
0 missing
ATSC1snumeric10 unique values
0 missing
SpMin4_Bh.m.numeric10 unique values
0 missing
ATSC1vnumeric10 unique values
0 missing
SpMin4_Bh.s.numeric7 unique values
0 missing
ATSC2pnumeric10 unique values
0 missing
SpMin4_Bh.v.numeric10 unique values
0 missing
ATSC2vnumeric10 unique values
0 missing
SpMin6_Bh.e.numeric8 unique values
0 missing
ATSC4enumeric10 unique values
0 missing
SpMin6_Bh.i.numeric6 unique values
0 missing
ATSC6enumeric10 unique values
0 missing
SpMin6_Bh.m.numeric10 unique values
0 missing
ATSC7inumeric10 unique values
0 missing
SpMin6_Bh.p.numeric9 unique values
0 missing
ATSC7mnumeric10 unique values
0 missing
SpMin6_Bh.s.numeric5 unique values
0 missing
ATSC7pnumeric10 unique values
0 missing
SpMin6_Bh.v.numeric10 unique values
0 missing
ATSC7vnumeric10 unique values
0 missing
SpMin7_Bh.e.numeric7 unique values
0 missing
ATSC8inumeric8 unique values
0 missing
SpMin7_Bh.i.numeric7 unique values
0 missing
ATSC8mnumeric8 unique values
0 missing
SpMin7_Bh.m.numeric9 unique values
0 missing
ATSC8pnumeric8 unique values
0 missing
SpMin7_Bh.p.numeric9 unique values
0 missing
ATSC8vnumeric8 unique values
0 missing
SpMin7_Bh.s.numeric4 unique values
0 missing
BBInumeric8 unique values
0 missing
SpMin7_Bh.v.numeric9 unique values
0 missing
BIC0numeric10 unique values
0 missing
SpMin8_Bh.e.numeric7 unique values
0 missing
BIDnumeric9 unique values
0 missing
SpMin8_Bh.i.numeric6 unique values
0 missing
BLTA96numeric10 unique values
0 missing
SpMin8_Bh.m.numeric7 unique values
0 missing
BLTD48numeric10 unique values
0 missing
SpMin8_Bh.p.numeric8 unique values
0 missing
BLTF96numeric10 unique values
0 missing
SpMin8_Bh.v.numeric8 unique values
0 missing
CATS2D_08_LLnumeric4 unique values
0 missing
SRW02numeric9 unique values
0 missing
CATS2D_09_LLnumeric4 unique values
0 missing
SRW04numeric9 unique values
0 missing
CENTnumeric9 unique values
0 missing
SssOnumeric5 unique values
0 missing
Chi0_AEA.bo.numeric9 unique values
0 missing
Svnumeric10 unique values
0 missing
Chi0_AEA.dm.numeric9 unique values
0 missing
Uindexnumeric9 unique values
0 missing
Chi0_AEA.ed.numeric9 unique values
0 missing
UNIPnumeric9 unique values
0 missing
Chi0_AEA.ri.numeric9 unique values
0 missing
VARnumeric9 unique values
0 missing
Chi0_EAnumeric9 unique values
0 missing
Vindexnumeric9 unique values
0 missing
Chi0_EA.bo.numeric10 unique values
0 missing
VvdwMGnumeric10 unique values
0 missing
Chi0_EA.ed.numeric9 unique values
0 missing
VvdwZAZnumeric10 unique values
0 missing
Chi0_EA.ri.numeric9 unique values
0 missing
Vxnumeric10 unique values
0 missing
Chi1_AEA.bo.numeric9 unique values
0 missing
X0numeric9 unique values
0 missing
Chi1_AEA.dm.numeric9 unique values
0 missing
X0solnumeric9 unique values
0 missing
Chi1_AEA.ed.numeric9 unique values
0 missing
X0vnumeric10 unique values
0 missing
Chi1_AEA.ri.numeric9 unique values
0 missing
X1numeric9 unique values
0 missing
Chi1_EAnumeric9 unique values
0 missing
X1Madnumeric9 unique values
0 missing
Chi1_EA.ed.numeric9 unique values
0 missing
X1solnumeric9 unique values
0 missing
Chi1_EA.ri.numeric9 unique values
0 missing
X2numeric9 unique values
0 missing
CIC1numeric10 unique values
0 missing
X2solnumeric9 unique values
0 missing
CIDnumeric9 unique values
0 missing
Xindexnumeric9 unique values
0 missing
CMC.50numeric2 unique values
0 missing
XMODnumeric9 unique values
0 missing
CSInumeric9 unique values
0 missing
Xtnumeric9 unique values
0 missing
D.Dtr06numeric8 unique values
0 missing
Xunumeric9 unique values
0 missing
DECCnumeric9 unique values
0 missing
Yindexnumeric9 unique values
0 missing
Dznumeric9 unique values
0 missing
ZM1numeric9 unique values
0 missing
ECCnumeric9 unique values
0 missing
ZM1Kupnumeric10 unique values
0 missing
Eig02_EA.bo.numeric9 unique values
0 missing
ZM1Madnumeric9 unique values
0 missing
Eig03_AEA.bo.numeric10 unique values
0 missing
ZM1MulPernumeric10 unique values
0 missing
Eig03_AEA.ed.numeric9 unique values
0 missing
ZM1Pernumeric10 unique values
0 missing
Eig03_AEA.ri.numeric9 unique values
0 missing
ZM1Vnumeric10 unique values
0 missing
Eig03_EAnumeric9 unique values
0 missing
ZM2MulPernumeric10 unique values
0 missing
Eig03_EA.bo.numeric10 unique values
0 missing
ATS1enumeric10 unique values
0 missing
Eig03_EA.ed.numeric9 unique values
0 missing
ATS1inumeric10 unique values
0 missing
Eig03_EA.ri.numeric9 unique values
0 missing
ATS1pnumeric10 unique values
0 missing
Eig04_AEA.bo.numeric10 unique values
0 missing
ATS2enumeric10 unique values
0 missing
Eig04_AEA.dm.numeric10 unique values
0 missing
ATS2pnumeric10 unique values
0 missing
Eig04_EAnumeric8 unique values
0 missing
ATS2snumeric10 unique values
0 missing
Eig04_EA.bo.numeric7 unique values
0 missing
ATS2vnumeric10 unique values
0 missing
Eig04_EA.ed.numeric9 unique values
0 missing
ATS3snumeric10 unique values
0 missing
Eig05_EA.bo.numeric9 unique values
0 missing
ATS6snumeric9 unique values
0 missing
Eig06_AEA.bo.numeric10 unique values
0 missing
ATS7snumeric9 unique values
0 missing
Eig06_AEA.dm.numeric10 unique values
0 missing
ATSC1inumeric10 unique values
0 missing
Eig06_AEA.ri.numeric9 unique values
0 missing
ATSC1pnumeric10 unique values
0 missing
Eig06_EAnumeric9 unique values
0 missing
ATSC2inumeric10 unique values
0 missing
Eig06_EA.bo.numeric10 unique values
0 missing
ATSC3snumeric10 unique values
0 missing
Eig06_EA.ed.numeric9 unique values
0 missing
ATSC6inumeric10 unique values
0 missing
Eig06_EA.ri.numeric9 unique values
0 missing
ATSC6pnumeric10 unique values
0 missing
Eig07_AEA.dm.numeric8 unique values
0 missing
ATSC6vnumeric10 unique values
0 missing
Eig07_AEA.ed.numeric8 unique values
0 missing
CATS2D_01_LLnumeric7 unique values
0 missing
Eig07_EA.ed.numeric8 unique values
0 missing
CATS2D_02_LLnumeric9 unique values
0 missing
Eig08_AEA.bo.numeric8 unique values
0 missing
CATS2D_05_ALnumeric4 unique values
0 missing
Eig08_AEA.dm.numeric7 unique values
0 missing
Chi1_EA.bo.numeric10 unique values
0 missing
Eig08_AEA.ed.numeric7 unique values
0 missing
CIC0numeric10 unique values
0 missing
Eig08_EAnumeric4 unique values
0 missing
Eig02_AEA.ri.numeric9 unique values
0 missing
Eig08_EA.bo.numeric6 unique values
0 missing
Eig02_EAnumeric9 unique values
0 missing
Eig08_EA.ed.numeric5 unique values
0 missing
Eig02_EA.ri.numeric9 unique values
0 missing
Eig08_EA.ri.numeric6 unique values
0 missing
Eig04_AEA.ri.numeric9 unique values
0 missing
Eig09_AEA.bo.numeric7 unique values
0 missing
Eig04_EA.ri.numeric9 unique values
0 missing
Eig09_AEA.dm.numeric8 unique values
0 missing
Eig05_AEA.bo.numeric8 unique values
0 missing
Eig09_AEA.ed.numeric8 unique values
0 missing
Eig05_AEA.dm.numeric10 unique values
0 missing
Eig09_AEA.ri.numeric7 unique values
0 missing
Eig05_AEA.ed.numeric8 unique values
0 missing
Eig10_AEA.bo.numeric7 unique values
0 missing
Eig05_AEA.ri.numeric9 unique values
0 missing
Eig10_AEA.dm.numeric8 unique values
0 missing
Eig05_EAnumeric8 unique values
0 missing
Eig10_AEA.ri.numeric8 unique values
0 missing
Eig05_EA.ed.numeric8 unique values
0 missing
Eig11_AEA.bo.numeric8 unique values
0 missing
Eig05_EA.ri.numeric9 unique values
0 missing
Eig11_AEA.dm.numeric8 unique values
0 missing
Eig08_AEA.ri.numeric8 unique values
0 missing
Eig11_AEA.ed.numeric8 unique values
0 missing
Eig10_AEA.ed.numeric7 unique values
0 missing
Eig11_AEA.ri.numeric8 unique values
0 missing
Eig14_AEA.ed.numeric6 unique values
0 missing
Eig12_AEA.bo.numeric7 unique values
0 missing
GATS2inumeric10 unique values
0 missing
Eig12_AEA.ed.numeric7 unique values
0 missing
GATS2pnumeric10 unique values
0 missing
Eig12_AEA.ri.numeric6 unique values
0 missing
IACnumeric10 unique values
0 missing
Eig14_AEA.bo.numeric6 unique values
0 missing
IC4numeric10 unique values
0 missing
Eig15_AEA.bo.numeric5 unique values
0 missing
IC5numeric10 unique values
0 missing
Eig15_AEA.ed.numeric5 unique values
0 missing
ISIZnumeric9 unique values
0 missing
Eta_alphanumeric9 unique values
0 missing
JGI1numeric9 unique values
0 missing
Eta_alpha_Anumeric9 unique values
0 missing
MATS2inumeric10 unique values
0 missing
Eta_B_Anumeric8 unique values
0 missing
MATS2pnumeric10 unique values
0 missing
Eta_betanumeric10 unique values
0 missing
MATS2vnumeric9 unique values
0 missing
Eta_betaSnumeric9 unique values
0 missing
MWC03numeric9 unique values
0 missing
Eta_epsinumeric10 unique values
0 missing
MWC04numeric9 unique values
0 missing
Eta_Fnumeric10 unique values
0 missing
nATnumeric9 unique values
0 missing
Eta_FLnumeric9 unique values
0 missing
nBTnumeric10 unique values
0 missing
Eta_sh_pnumeric9 unique values
0 missing
O.numeric9 unique values
0 missing
GATS1enumeric10 unique values
0 missing
ON0Vnumeric10 unique values
0 missing
GATS1snumeric10 unique values
0 missing
Psi_i_1numeric10 unique values
0 missing
GATS2mnumeric10 unique values
0 missing
P_VSA_s_3numeric9 unique values
0 missing
GATS4snumeric10 unique values
0 missing
SAtotnumeric10 unique values
0 missing
GATS6snumeric10 unique values
0 missing
Senumeric10 unique values
0 missing
GGI10numeric5 unique values
0 missing
Sinumeric10 unique values
0 missing
GMTInumeric9 unique values
0 missing
SM02_EA.ri.numeric9 unique values
0 missing
GMTIVnumeric10 unique values
0 missing
SM05_AEA.bo.numeric10 unique values
0 missing
HDcpxnumeric9 unique values
0 missing
SM10_AEA.bo.numeric9 unique values
0 missing
HNarnumeric9 unique values
0 missing
SM13_AEA.bo.numeric8 unique values
0 missing
HVcpxnumeric9 unique values
0 missing
SM14_AEA.dm.numeric8 unique values
0 missing
Hynumeric9 unique values
0 missing
SpAD_EA.ed.numeric9 unique values
0 missing
IC0numeric10 unique values
0 missing
SpMax3_Bh.p.numeric10 unique values
0 missing
ICRnumeric9 unique values
0 missing
SpMax4_Bh.e.numeric10 unique values
0 missing
IDDMnumeric9 unique values
0 missing
SpMax4_Bh.m.numeric10 unique values
0 missing
IDEnumeric9 unique values
0 missing
SpMax4_Bh.s.numeric10 unique values
0 missing
IDETnumeric9 unique values
0 missing
SpMax4_Bh.v.numeric10 unique values
0 missing
IDMnumeric9 unique values
0 missing
SpMax5_Bh.m.numeric10 unique values
0 missing
IDMTnumeric9 unique values
0 missing
SpMax5_Bh.s.numeric10 unique values
0 missing
IVDEnumeric9 unique values
0 missing
SpMax8_Bh.p.numeric9 unique values
0 missing
IVDMnumeric9 unique values
0 missing
SpMax8_Bh.v.numeric9 unique values
0 missing
JGI4numeric9 unique values
0 missing
SpMin3_Bh.e.numeric10 unique values
0 missing
JGTnumeric9 unique values
0 missing
SpMin3_Bh.m.numeric10 unique values
0 missing
LLS_01numeric3 unique values
0 missing
SpMin4_Bh.p.numeric10 unique values
0 missing
LOCnumeric9 unique values
0 missing
SRW06numeric9 unique values
0 missing
LPRSnumeric9 unique values
0 missing
TIC0numeric10 unique values
0 missing
MATS1enumeric10 unique values
0 missing
TIC1numeric10 unique values
0 missing
MATS1mnumeric10 unique values
0 missing
TIC2numeric10 unique values
0 missing
MATS1snumeric10 unique values
0 missing
TIC3numeric10 unique values
0 missing
MDDDnumeric9 unique values
0 missing
TIC4numeric10 unique values
0 missing
Menumeric10 unique values
0 missing
TIC5numeric10 unique values
0 missing
MLOGPnumeric10 unique values
0 missing
TPCnumeric9 unique values
0 missing
MLOGP2numeric10 unique values
0 missing
Wapnumeric9 unique values
0 missing
MPC01numeric9 unique values
0 missing
X1Kupnumeric10 unique values
0 missing
MPC02numeric8 unique values
0 missing
X1MulPernumeric10 unique values
0 missing
MSDnumeric9 unique values
0 missing
X1Pernumeric10 unique values
0 missing
MWnumeric10 unique values
0 missing
X1vnumeric10 unique values
0 missing
MWC01numeric9 unique values
0 missing
X2vnumeric10 unique values
0 missing
MWC02numeric9 unique values
0 missing
X3numeric9 unique values
0 missing
nBOnumeric9 unique values
0 missing
X3solnumeric9 unique values
0 missing
nCnumeric9 unique values
0 missing
X4numeric9 unique values
0 missing
nSKnumeric9 unique values
0 missing
X4solnumeric9 unique values
0 missing
ON0numeric9 unique values
0 missing
ZM2numeric9 unique values
0 missing
ON1numeric9 unique values
0 missing
ZM2Madnumeric9 unique values
0 missing
ON1Vnumeric10 unique values
0 missing
C.016numeric3 unique values
0 missing
PHInumeric10 unique values
0 missing
Eig01_AEA.dm.numeric7 unique values
0 missing
piIDnumeric10 unique values
0 missing
Eig01_EA.dm.numeric4 unique values
0 missing
piPC01numeric9 unique values
0 missing
H.051numeric2 unique values
0 missing
piPC02numeric10 unique values
0 missing
IC2numeric10 unique values
0 missing
piPC03numeric10 unique values
0 missing
nCconjnumeric2 unique values
0 missing
Psi_e_0numeric10 unique values
0 missing
nDBnumeric2 unique values
0 missing
Psi_e_1numeric10 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
Psi_e_Anumeric10 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
Psi_i_0numeric10 unique values
0 missing
P_VSA_MR_7numeric3 unique values
0 missing
Psi_i_Anumeric10 unique values
0 missing
SdsCHnumeric5 unique values
0 missing
Psi_i_snumeric10 unique values
0 missing
SM02_EA.dm.numeric6 unique values
0 missing
P_VSA_e_1numeric8 unique values
0 missing
SM03_EA.dm.numeric3 unique values
0 missing
P_VSA_e_2numeric10 unique values
0 missing
SM04_EA.dm.numeric6 unique values
0 missing
P_VSA_i_2numeric10 unique values
0 missing
SM05_EA.dm.numeric4 unique values
0 missing
P_VSA_LogP_7numeric8 unique values
0 missing
SM06_EA.dm.numeric6 unique values
0 missing
P_VSA_m_1numeric8 unique values
0 missing
SM07_EA.dm.numeric4 unique values
0 missing
P_VSA_m_2numeric10 unique values
0 missing
SM08_EA.dm.numeric6 unique values
0 missing
P_VSA_p_1numeric8 unique values
0 missing
SM09_EA.dm.numeric4 unique values
0 missing
P_VSA_p_3numeric10 unique values
0 missing
SM10_EA.dm.numeric5 unique values
0 missing
P_VSA_s_2numeric8 unique values
0 missing
SM11_EA.dm.numeric4 unique values
0 missing
P_VSA_v_1numeric8 unique values
0 missing
SM12_EA.dm.numeric4 unique values
0 missing
P_VSA_v_3numeric10 unique values
0 missing
SM13_EA.dm.numeric4 unique values
0 missing
RBNnumeric7 unique values
0 missing
SM14_EA.dm.numeric4 unique values
0 missing
RDCHInumeric9 unique values
0 missing
SM15_EA.dm.numeric4 unique values
0 missing
RDSQnumeric9 unique values
0 missing
SpDiam_EA.dm.numeric4 unique values
0 missing
S0Knumeric9 unique values
0 missing
SpMax1_Bh.s.numeric2 unique values
0 missing
S1Knumeric10 unique values
0 missing
SpMax_AEA.dm.numeric7 unique values
0 missing
S2Knumeric10 unique values
0 missing
SpMax_EA.dm.numeric4 unique values
0 missing
SaaCHnumeric7 unique values
0 missing
MAXDNnumeric10 unique values
0 missing
SaasCnumeric7 unique values
0 missing
ATS3mnumeric10 unique values
0 missing
SCBOnumeric9 unique values
0 missing
ATS3pnumeric10 unique values
0 missing
SIC0numeric10 unique values
0 missing
ATS3vnumeric10 unique values
0 missing
SM02_AEA.bo.numeric10 unique values
0 missing
ATS4mnumeric10 unique values
0 missing
SM02_AEA.dm.numeric4 unique values
0 missing
ATS4pnumeric10 unique values
0 missing
SM02_AEA.ri.numeric8 unique values
0 missing
ATS4snumeric10 unique values
0 missing
SM02_EAnumeric8 unique values
0 missing
ATS4vnumeric10 unique values
0 missing
SM02_EA.bo.numeric10 unique values
0 missing
ATS5mnumeric10 unique values
0 missing
SM03_AEA.bo.numeric10 unique values
0 missing
ATS5pnumeric10 unique values
0 missing
SM03_AEA.ri.numeric5 unique values
0 missing
ATS5vnumeric10 unique values
0 missing
SM04_AEA.bo.numeric10 unique values
0 missing
ATS6enumeric9 unique values
0 missing
SM04_EA.bo.numeric10 unique values
0 missing
ATS6inumeric9 unique values
0 missing
SM06_EA.bo.numeric9 unique values
0 missing
ATSC3inumeric10 unique values
0 missing
SM11_AEA.bo.numeric9 unique values
0 missing
ATSC4inumeric10 unique values
0 missing
SM12_AEA.bo.numeric8 unique values
0 missing
ATSC4pnumeric10 unique values
0 missing
SM12_AEA.dm.numeric9 unique values
0 missing
ATSC5inumeric10 unique values
0 missing
SM12_AEA.ri.numeric9 unique values
0 missing
ATSC5pnumeric10 unique values
0 missing
SM13_AEA.dm.numeric9 unique values
0 missing
ATSC6mnumeric10 unique values
0 missing
SM13_AEA.ri.numeric10 unique values
0 missing
C.025numeric3 unique values
0 missing
SM14_AEA.bo.numeric9 unique values
0 missing
Chi0_EA.dm.numeric8 unique values
0 missing
SM14_AEA.ri.numeric7 unique values
0 missing
Eig02_AEA.bo.numeric9 unique values
0 missing
SM15_AEA.dm.numeric9 unique values
0 missing
Eig03_AEA.dm.numeric10 unique values
0 missing
SM15_AEA.ri.numeric9 unique values
0 missing
Eig04_AEA.ed.numeric9 unique values
0 missing
SMTInumeric9 unique values
0 missing
Eig06_AEA.ed.numeric9 unique values
0 missing
SMTIVnumeric10 unique values
0 missing
GATS4vnumeric10 unique values
0 missing
SNarnumeric9 unique values
0 missing
IC3numeric10 unique values
0 missing
Spnumeric10 unique values
0 missing
MAXDPnumeric10 unique values
0 missing
SpAD_AEA.bo.numeric10 unique values
0 missing
MPC03numeric8 unique values
0 missing
SpAD_AEA.dm.numeric10 unique values
0 missing
MPC10numeric6 unique values
0 missing
SpAD_AEA.ed.numeric9 unique values
0 missing
MWC05numeric9 unique values
0 missing
SpAD_AEA.ri.numeric9 unique values
0 missing
MWC06numeric9 unique values
0 missing
SpAD_EAnumeric9 unique values
0 missing
MWC07numeric9 unique values
0 missing
SpAD_EA.bo.numeric10 unique values
0 missing
Polnumeric9 unique values
0 missing
SpAD_EA.ri.numeric9 unique values
0 missing
SdOnumeric10 unique values
0 missing
SpMax2_Bh.e.numeric10 unique values
0 missing
SM02_AEA.ed.numeric8 unique values
0 missing
SpMax2_Bh.i.numeric10 unique values
0 missing
SM02_EA.ed.numeric9 unique values
0 missing
SpMax2_Bh.m.numeric10 unique values
0 missing
SM03_AEA.ed.numeric9 unique values
0 missing
SpMax2_Bh.p.numeric10 unique values
0 missing
SM03_EA.ri.numeric6 unique values
0 missing
SpMax2_Bh.v.numeric10 unique values
0 missing
SM04_AEA.ed.numeric9 unique values
0 missing
SpMax3_Bh.e.numeric10 unique values
0 missing
SM04_EAnumeric9 unique values
0 missing
SpMax3_Bh.i.numeric10 unique values
0 missing
SM04_EA.ri.numeric9 unique values
0 missing
SpMax3_Bh.m.numeric10 unique values
0 missing
SM05_AEA.ed.numeric9 unique values
0 missing
SpMax3_Bh.s.numeric5 unique values
0 missing
SM05_EA.ri.numeric8 unique values
0 missing
SpMax3_Bh.v.numeric10 unique values
0 missing
SM06_AEA.bo.numeric10 unique values
0 missing
SpMax4_Bh.i.numeric10 unique values
0 missing
SM06_AEA.ed.numeric9 unique values
0 missing
SpMax4_Bh.p.numeric10 unique values
0 missing
SM06_EAnumeric9 unique values
0 missing
SpMax6_Bh.e.numeric9 unique values
0 missing
SM06_EA.ri.numeric9 unique values
0 missing
SpMax6_Bh.i.numeric9 unique values
0 missing
SM07_AEA.bo.numeric10 unique values
0 missing
SpMax6_Bh.m.numeric10 unique values
0 missing
SM07_EA.ri.numeric9 unique values
0 missing
SpMax6_Bh.p.numeric9 unique values
0 missing
SM08_AEA.bo.numeric10 unique values
0 missing
SpMax6_Bh.v.numeric9 unique values
0 missing
SM08_EA.ri.numeric9 unique values
0 missing
SpMax7_Bh.e.numeric9 unique values
0 missing
SM09_EA.ri.numeric9 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
12
Number of instances (rows) of the dataset.
NumberOfFeatures
532
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
531
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
Quartile3AttributeEntropy
Third quartile of entropy among attributes.
MaxKurtosisOfNumericAtts
9.81
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-3.01
Minimum of means among attributes of the numeric type.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
Quartile3KurtosisOfNumericAtts
-0.58
Third quartile of kurtosis among attributes of the numeric type.
MaxMeansOfNumericAtts
5219.42
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.
Quartile3MeansOfNumericAtts
7.11
Third quartile of means 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
99.81
Percentage of numeric attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.96
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.19
Percentage of nominal attributes.
Quartile3SkewnessOfNumericAtts
-0.24
Third quartile of skewness among attributes of the numeric type.
MaxSkewnessOfNumericAtts
2.24
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.
Quartile3StdDevOfNumericAtts
2.44
Third quartile of standard deviation of attributes of the numeric type.
MaxStdDevOfNumericAtts
3791.88
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-1.29
First quartile of kurtosis among attributes of the numeric type.
StdvNominalAttDistinctValues
Standard deviation of the number of distinct values among attributes of the nominal type.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
1.24
First quartile of means among attributes of the numeric type.
MeanKurtosisOfNumericAtts
-0.82
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
44.77
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.94
First quartile of skewness among attributes of the numeric type.
AutoCorrelation
-0.74
Average class difference between consecutive instances.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.44
First quartile of standard deviation of attributes of the numeric type.
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
44.33
Number of attributes divided by the number of instances.
MeanNominalAttDistinctValues
Average number of distinct values among the attributes of the nominal type.
Quartile2KurtosisOfNumericAtts
-1
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
-0.47
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.99
Second quartile (Median) of means among attributes of the numeric type.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MeanStdDevOfNumericAtts
29.11
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.
Quartile2StdDevOfNumericAtts
0.89
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MinKurtosisOfNumericAtts
-2.44
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3558
0 runs - estimation_procedure: 50 times Clustering
Define a new task