Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956

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: CHEMBL5956 (TID: 102599), and it has 21 rows and 554 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.

556 features

pXC50 (target)numeric21 unique values
0 missing
molecule_id (row identifier)nominal21 unique values
0 missing
P_VSA_LogP_2numeric15 unique values
0 missing
CATS2D_04_DLnumeric6 unique values
0 missing
SssNHnumeric10 unique values
0 missing
P_VSA_m_4numeric4 unique values
0 missing
CATS2D_04_LLnumeric6 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
P_VSA_MR_8numeric3 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
nRCONHRnumeric2 unique values
0 missing
P_VSA_s_3numeric16 unique values
0 missing
CATS2D_04_PLnumeric3 unique values
0 missing
NssNHnumeric3 unique values
0 missing
RDCHInumeric18 unique values
0 missing
CATS2D_04_PNnumeric2 unique values
0 missing
PW4numeric17 unique values
0 missing
SAdonnumeric7 unique values
0 missing
CATS2D_05_AAnumeric8 unique values
0 missing
S3Knumeric19 unique values
0 missing
SM02_AEA.dm.numeric18 unique values
0 missing
CATS2D_05_ALnumeric6 unique values
0 missing
Uindexnumeric18 unique values
0 missing
SM02_AEA.ri.numeric18 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
ATS8vnumeric17 unique values
0 missing
SM02_EA.ri.numeric19 unique values
0 missing
CATS2D_05_APnumeric3 unique values
0 missing
CATS2D_03_DAnumeric5 unique values
0 missing
SM03_AEA.dm.numeric17 unique values
0 missing
CATS2D_05_DAnumeric5 unique values
0 missing
D.Dtr04numeric17 unique values
0 missing
SM04_AEA.ri.numeric17 unique values
0 missing
CATS2D_05_DLnumeric5 unique values
0 missing
ECCnumeric18 unique values
0 missing
SM05_AEA.ri.numeric18 unique values
0 missing
CATS2D_05_DPnumeric2 unique values
0 missing
Eig04_EA.dm.numeric13 unique values
0 missing
SM07_AEA.dm.numeric16 unique values
0 missing
CATS2D_05_LLnumeric6 unique values
0 missing
Eig05_AEA.bo.numeric17 unique values
0 missing
SM10_AEA.ri.numeric16 unique values
0 missing
CATS2D_05_NLnumeric3 unique values
0 missing
Eig05_AEA.ri.numeric18 unique values
0 missing
SM14_AEA.dm.numeric18 unique values
0 missing
CATS2D_06_AAnumeric6 unique values
0 missing
Eig05_EAnumeric17 unique values
0 missing
SM15_AEA.bo.numeric17 unique values
0 missing
CATS2D_06_ALnumeric9 unique values
0 missing
Eig05_EA.bo.numeric18 unique values
0 missing
SM15_AEA.dm.numeric18 unique values
0 missing
CATS2D_06_ANnumeric3 unique values
0 missing
Eig05_EA.ri.numeric17 unique values
0 missing
SNarnumeric17 unique values
0 missing
CATS2D_06_APnumeric3 unique values
0 missing
Eig07_AEA.dm.numeric19 unique values
0 missing
SpAD_AEA.dm.numeric19 unique values
0 missing
CATS2D_06_DAnumeric4 unique values
0 missing
Eig07_EA.dm.numeric8 unique values
0 missing
SpAD_AEA.ed.numeric18 unique values
0 missing
CATS2D_06_DLnumeric3 unique values
0 missing
Eig09_AEA.bo.numeric19 unique values
0 missing
SpAD_EA.ri.numeric19 unique values
0 missing
CATS2D_06_DNnumeric2 unique values
0 missing
Eig09_EA.bo.numeric19 unique values
0 missing
SpMax1_Bh.v.numeric14 unique values
0 missing
CATS2D_06_DPnumeric2 unique values
0 missing
GGI10numeric10 unique values
0 missing
SpMax2_Bh.e.numeric19 unique values
0 missing
CATS2D_06_LLnumeric6 unique values
0 missing
HDcpxnumeric17 unique values
0 missing
SpMax2_Bh.m.numeric18 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
IDMnumeric18 unique values
0 missing
SpMax2_Bh.v.numeric15 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
IDMTnumeric18 unique values
0 missing
SpMaxA_AEA.bo.numeric15 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
LPRSnumeric18 unique values
0 missing
SpMaxA_AEA.ed.numeric16 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
MDDDnumeric18 unique values
0 missing
SpMaxA_AEA.ri.numeric17 unique values
0 missing
CATS2D_07_DAnumeric6 unique values
0 missing
N.072numeric3 unique values
0 missing
SpMaxA_EAnumeric16 unique values
0 missing
CATS2D_07_DDnumeric2 unique values
0 missing
Psi_e_0numeric19 unique values
0 missing
SpMaxA_EA.ri.numeric15 unique values
0 missing
CATS2D_07_DLnumeric4 unique values
0 missing
P_VSA_MR_2numeric13 unique values
0 missing
SpMin5_Bh.p.numeric18 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
P_VSA_MR_6numeric14 unique values
0 missing
SRW02numeric13 unique values
0 missing
CATS2D_07_LLnumeric6 unique values
0 missing
P_VSA_s_5numeric4 unique values
0 missing
SssSnumeric9 unique values
0 missing
CATS2D_07_NLnumeric3 unique values
0 missing
SAtotnumeric17 unique values
0 missing
Vindexnumeric18 unique values
0 missing
CATS2D_08_AAnumeric4 unique values
0 missing
SM13_AEA.bo.numeric17 unique values
0 missing
X1MulPernumeric19 unique values
0 missing
CATS2D_08_ANnumeric2 unique values
0 missing
SM15_AEA.ri.numeric18 unique values
0 missing
X4numeric18 unique values
0 missing
CATS2D_08_DLnumeric5 unique values
0 missing
SpMax5_Bh.e.numeric19 unique values
0 missing
Xindexnumeric18 unique values
0 missing
CATS2D_08_DNnumeric2 unique values
0 missing
SpMaxA_EA.bo.numeric14 unique values
0 missing
Xtnumeric17 unique values
0 missing
CATS2D_08_LLnumeric5 unique values
0 missing
VvdwMGnumeric19 unique values
0 missing
Yindexnumeric18 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
Vxnumeric19 unique values
0 missing
ATS1snumeric19 unique values
0 missing
CATS2D_08_NNnumeric2 unique values
0 missing
X0vnumeric19 unique values
0 missing
CATS2D_03_DLnumeric6 unique values
0 missing
CATS2D_08_PLnumeric2 unique values
0 missing
X2vnumeric19 unique values
0 missing
DLS_06numeric4 unique values
0 missing
CATS2D_08_PNnumeric2 unique values
0 missing
Xunumeric18 unique values
0 missing
Eig03_EA.dm.numeric15 unique values
0 missing
CATS2D_09_AAnumeric3 unique values
0 missing
RBFnumeric17 unique values
0 missing
Eig04_AEA.dm.numeric19 unique values
0 missing
Eig10_AEA.ed.numeric18 unique values
0 missing
Eig05_AEA.dm.numeric18 unique values
0 missing
Eig12_AEA.ed.numeric16 unique values
0 missing
GGI7numeric18 unique values
0 missing
Eig13_AEA.bo.numeric18 unique values
0 missing
GGI8numeric16 unique values
0 missing
Eig13_AEA.ed.numeric17 unique values
0 missing
S1Knumeric19 unique values
0 missing
MWC03numeric17 unique values
0 missing
SM02_EA.dm.numeric15 unique values
0 missing
piPC01numeric16 unique values
0 missing
TPSA.Tot.numeric15 unique values
0 missing
SCBOnumeric16 unique values
0 missing
BBInumeric12 unique values
0 missing
SM02_AEA.bo.numeric18 unique values
0 missing
MPC02numeric12 unique values
0 missing
SpAD_EA.bo.numeric19 unique values
0 missing
MWC02numeric14 unique values
0 missing
SRW04numeric15 unique values
0 missing
SM02_EAnumeric12 unique values
0 missing
X3numeric18 unique values
0 missing
SpAD_AEA.bo.numeric19 unique values
0 missing
X4solnumeric17 unique values
0 missing
SpAD_AEA.ri.numeric19 unique values
0 missing
ZM2numeric17 unique values
0 missing
SpAD_EAnumeric18 unique values
0 missing
Eta_FLnumeric19 unique values
0 missing
SpAD_EA.ed.numeric18 unique values
0 missing
MATS8vnumeric17 unique values
0 missing
SpMax2_Bh.p.numeric17 unique values
0 missing
P_VSA_MR_5numeric17 unique values
0 missing
SRW06numeric18 unique values
0 missing
SpMax4_Bh.i.numeric14 unique values
0 missing
X1vnumeric19 unique values
0 missing
TIC2numeric19 unique values
0 missing
ZM1numeric14 unique values
0 missing
MATS6enumeric19 unique values
0 missing
MPC03numeric14 unique values
0 missing
Eig14_AEA.ed.numeric16 unique values
0 missing
SpMax4_Bh.m.numeric18 unique values
0 missing
piPC03numeric18 unique values
0 missing
ATS4mnumeric19 unique values
0 missing
GATS8pnumeric19 unique values
0 missing
ATSC2inumeric18 unique values
0 missing
AECCnumeric18 unique values
0 missing
ATSC2pnumeric19 unique values
0 missing
AMRnumeric19 unique values
0 missing
MATS5enumeric19 unique values
0 missing
ATS1pnumeric19 unique values
0 missing
Polnumeric12 unique values
0 missing
ATS1vnumeric17 unique values
0 missing
SM05_EA.dm.numeric13 unique values
0 missing
ATS2snumeric19 unique values
0 missing
SM07_EA.dm.numeric13 unique values
0 missing
ATS3mnumeric18 unique values
0 missing
SM09_EA.dm.numeric14 unique values
0 missing
ATS8snumeric19 unique values
0 missing
SpMin8_Bh.s.numeric13 unique values
0 missing
BIDnumeric15 unique values
0 missing
Eig15_AEA.dm.numeric19 unique values
0 missing
CATS2D_08_ALnumeric8 unique values
0 missing
SpMax5_Bh.m.numeric17 unique values
0 missing
CENTnumeric18 unique values
0 missing
Eig01_EA.ri.numeric13 unique values
0 missing
Chi0_AEA.bo.numeric18 unique values
0 missing
MATS1enumeric18 unique values
0 missing
Chi0_AEA.dm.numeric18 unique values
0 missing
SpDiam_EA.ri.numeric13 unique values
0 missing
Chi0_AEA.ed.numeric18 unique values
0 missing
SpMax_EA.ri.numeric13 unique values
0 missing
Chi0_AEA.ri.numeric18 unique values
0 missing
SpMin1_Bh.s.numeric14 unique values
0 missing
Chi0_EAnumeric18 unique values
0 missing
X5Anumeric10 unique values
0 missing
Chi0_EA.bo.numeric19 unique values
0 missing
MATS8mnumeric18 unique values
0 missing
Chi1_EA.bo.numeric19 unique values
0 missing
Eig11_AEA.bo.numeric19 unique values
0 missing
CIDnumeric18 unique values
0 missing
Eig11_AEA.dm.numeric19 unique values
0 missing
D.Dtr06numeric12 unique values
0 missing
P_VSA_e_2numeric17 unique values
0 missing
Dznumeric19 unique values
0 missing
P_VSA_p_3numeric17 unique values
0 missing
Eig06_AEA.bo.numeric18 unique values
0 missing
P_VSA_v_3numeric17 unique values
0 missing
Eig06_AEA.dm.numeric19 unique values
0 missing
SPInumeric18 unique values
0 missing
Eig06_AEA.ri.numeric17 unique values
0 missing
MATS8inumeric19 unique values
0 missing
Eig06_EAnumeric16 unique values
0 missing
MATS3mnumeric19 unique values
0 missing
Eig06_EA.bo.numeric18 unique values
0 missing
MATS3pnumeric17 unique values
0 missing
Eig06_EA.dm.numeric11 unique values
0 missing
SpMax5_Bh.s.numeric15 unique values
0 missing
Eig06_EA.ri.numeric18 unique values
0 missing
P_VSA_i_2numeric17 unique values
0 missing
Eig08_AEA.dm.numeric18 unique values
0 missing
MATS1vnumeric16 unique values
0 missing
Eig14_AEA.dm.numeric19 unique values
0 missing
SpMin4_Bh.v.numeric15 unique values
0 missing
Eig15_EA.bo.numeric18 unique values
0 missing
GATS8inumeric19 unique values
0 missing
Eta_alphanumeric19 unique values
0 missing
Eta_F_Anumeric19 unique values
0 missing
Eta_Cnumeric19 unique values
0 missing
X1Madnumeric19 unique values
0 missing
Eta_epsinumeric19 unique values
0 missing
Eig09_AEA.ed.numeric18 unique values
0 missing
Eta_Fnumeric19 unique values
0 missing
XMODnumeric19 unique values
0 missing
GMTIVnumeric19 unique values
0 missing
ON1numeric18 unique values
0 missing
IACnumeric19 unique values
0 missing
AACnumeric19 unique values
0 missing
IDDMnumeric18 unique values
0 missing
ALOGPnumeric19 unique values
0 missing
IDETnumeric18 unique values
0 missing
ALOGP2numeric19 unique values
0 missing
IVDMnumeric17 unique values
0 missing
AMWnumeric19 unique values
0 missing
MSDnumeric18 unique values
0 missing
ARRnumeric11 unique values
0 missing
MWnumeric19 unique values
0 missing
ATS1enumeric19 unique values
0 missing
nSKnumeric13 unique values
0 missing
ATS1inumeric18 unique values
0 missing
ON0numeric15 unique values
0 missing
ATS1mnumeric19 unique values
0 missing
Psi_e_1numeric19 unique values
0 missing
ATS2enumeric19 unique values
0 missing
Psi_i_0numeric19 unique values
0 missing
ATS2inumeric19 unique values
0 missing
Psi_i_1numeric19 unique values
0 missing
ATS3enumeric19 unique values
0 missing
Psi_i_snumeric19 unique values
0 missing
ATS3inumeric18 unique values
0 missing
P_VSA_e_5numeric11 unique values
0 missing
ATS3pnumeric18 unique values
0 missing
P_VSA_m_3numeric12 unique values
0 missing
ATS3snumeric19 unique values
0 missing
P_VSA_p_2numeric13 unique values
0 missing
ATS3vnumeric16 unique values
0 missing
P_VSA_v_2numeric14 unique values
0 missing
ATS4enumeric19 unique values
0 missing
RDSQnumeric18 unique values
0 missing
ATS4inumeric19 unique values
0 missing
S0Knumeric18 unique values
0 missing
ATS4pnumeric19 unique values
0 missing
SAaccnumeric14 unique values
0 missing
ATS4snumeric19 unique values
0 missing
SM14_AEA.bo.numeric16 unique values
0 missing
ATS4vnumeric17 unique values
0 missing
SMTInumeric18 unique values
0 missing
ATS5enumeric19 unique values
0 missing
SMTIVnumeric19 unique values
0 missing
ATS5inumeric19 unique values
0 missing
Spnumeric19 unique values
0 missing
ATS5mnumeric18 unique values
0 missing
SpAD_EA.dm.numeric15 unique values
0 missing
ATS5pnumeric19 unique values
0 missing
SpMax7_Bh.m.numeric19 unique values
0 missing
ATS5snumeric19 unique values
0 missing
SpMin1_Bh.p.numeric15 unique values
0 missing
ATS5vnumeric17 unique values
0 missing
Svnumeric17 unique values
0 missing
ATS6enumeric19 unique values
0 missing
TIC0numeric19 unique values
0 missing
ATS6inumeric19 unique values
0 missing
TIC1numeric19 unique values
0 missing
ATS6mnumeric19 unique values
0 missing
UNIPnumeric17 unique values
0 missing
ATS6pnumeric19 unique values
0 missing
VvdwZAZnumeric19 unique values
0 missing
ATS6snumeric19 unique values
0 missing
X0numeric17 unique values
0 missing
ATS6vnumeric17 unique values
0 missing
X0solnumeric17 unique values
0 missing
ATS7enumeric19 unique values
0 missing
X1numeric18 unique values
0 missing
ATS7inumeric19 unique values
0 missing
X1solnumeric17 unique values
0 missing
ATS7mnumeric19 unique values
0 missing
X2numeric18 unique values
0 missing
ATS7pnumeric19 unique values
0 missing
X2solnumeric17 unique values
0 missing
ATS7snumeric19 unique values
0 missing
DBInumeric12 unique values
0 missing
ATS7vnumeric17 unique values
0 missing
Eta_sh_ynumeric19 unique values
0 missing
ATS8enumeric19 unique values
0 missing
VARnumeric17 unique values
0 missing
ATS8inumeric19 unique values
0 missing
Eig12_AEA.dm.numeric19 unique values
0 missing
ATS8mnumeric19 unique values
0 missing
GATS4pnumeric19 unique values
0 missing
ATS8pnumeric19 unique values
0 missing
GATS4vnumeric17 unique values
0 missing
ATSC1enumeric18 unique values
0 missing
Eig05_EA.dm.numeric10 unique values
0 missing
ATSC1inumeric19 unique values
0 missing
Eig12_AEA.bo.numeric19 unique values
0 missing
ATSC1mnumeric19 unique values
0 missing
GATS1mnumeric19 unique values
0 missing
ATSC1pnumeric19 unique values
0 missing
MATS8enumeric19 unique values
0 missing
ATSC1snumeric19 unique values
0 missing
SaaCHnumeric12 unique values
0 missing
ATSC1vnumeric17 unique values
0 missing
SpMax5_Bh.i.numeric19 unique values
0 missing
ATSC2enumeric18 unique values
0 missing
SpMax8_Bh.m.numeric17 unique values
0 missing
ATSC2mnumeric19 unique values
0 missing
Eig11_AEA.ed.numeric18 unique values
0 missing
ATSC2snumeric19 unique values
0 missing
Eig14_AEA.bo.numeric18 unique values
0 missing
ATSC2vnumeric17 unique values
0 missing
X5solnumeric17 unique values
0 missing
ATSC3enumeric19 unique values
0 missing
C.016numeric3 unique values
0 missing
ATSC3inumeric19 unique values
0 missing
CATS2D_02_DLnumeric4 unique values
0 missing
ATSC3mnumeric19 unique values
0 missing
CATS2D_03_ALnumeric8 unique values
0 missing
ATSC3pnumeric19 unique values
0 missing
CATS2D_06_DDnumeric3 unique values
0 missing
ATSC3snumeric19 unique values
0 missing
Eig01_AEA.bo.numeric13 unique values
0 missing
ATSC3vnumeric17 unique values
0 missing
Eig01_EA.bo.numeric15 unique values
0 missing
ATSC4enumeric19 unique values
0 missing
GATS1pnumeric19 unique values
0 missing
ATSC4inumeric19 unique values
0 missing
H.050numeric6 unique values
0 missing
ATSC4mnumeric19 unique values
0 missing
Hynumeric19 unique values
0 missing
ATSC4pnumeric19 unique values
0 missing
MATS1pnumeric16 unique values
0 missing
ATSC4snumeric19 unique values
0 missing
NaasCnumeric4 unique values
0 missing
ATSC4vnumeric17 unique values
0 missing
nCarnumeric7 unique values
0 missing
ATSC5enumeric19 unique values
0 missing
NdsCHnumeric3 unique values
0 missing
ATSC5inumeric19 unique values
0 missing
nHDonnumeric6 unique values
0 missing
ATSC5mnumeric19 unique values
0 missing
NNRSnumeric6 unique values
0 missing
ATSC5pnumeric19 unique values
0 missing
nR.Csnumeric3 unique values
0 missing
ATSC5snumeric19 unique values
0 missing
PW5numeric18 unique values
0 missing
ATSC5vnumeric17 unique values
0 missing
RCInumeric7 unique values
0 missing
ATSC6enumeric19 unique values
0 missing
RFDnumeric7 unique values
0 missing
ATSC6inumeric19 unique values
0 missing
S.107numeric3 unique values
0 missing
ATSC6mnumeric19 unique values
0 missing
SaasCnumeric11 unique values
0 missing
ATSC6pnumeric19 unique values
0 missing
SdsCHnumeric10 unique values
0 missing
ATSC6snumeric19 unique values
0 missing
SM11_AEA.ri.numeric15 unique values
0 missing
ATSC6vnumeric17 unique values
0 missing
SpDiam_AEA.bo.numeric13 unique values
0 missing
ATSC7enumeric19 unique values
0 missing
SpMax1_Bh.e.numeric16 unique values
0 missing
ATSC7inumeric19 unique values
0 missing
SpMax1_Bh.i.numeric15 unique values
0 missing
ATSC7mnumeric19 unique values
0 missing
SpMax1_Bh.p.numeric16 unique values
0 missing
ATSC7pnumeric19 unique values
0 missing
SpMax_AEA.bo.numeric13 unique values
0 missing
ATSC7snumeric19 unique values
0 missing
SpMax_EA.bo.numeric15 unique values
0 missing
ATSC7vnumeric17 unique values
0 missing
X2Anumeric14 unique values
0 missing
ATSC8enumeric19 unique values
0 missing
X3Anumeric14 unique values
0 missing
ATSC8inumeric19 unique values
0 missing
X4Anumeric12 unique values
0 missing
ATSC8mnumeric19 unique values
0 missing
JGTnumeric18 unique values
0 missing
ATSC8pnumeric19 unique values
0 missing
GATS5vnumeric17 unique values
0 missing
ATSC8snumeric19 unique values
0 missing
GATS8vnumeric17 unique values
0 missing
ATSC8vnumeric17 unique values
0 missing
LLS_01numeric4 unique values
0 missing
B.112numeric2 unique values
0 missing
MATS8pnumeric18 unique values
0 missing
BACnumeric15 unique values
0 missing
PHInumeric19 unique values
0 missing
BIC0numeric19 unique values
0 missing
RBNnumeric8 unique values
0 missing
BIC1numeric19 unique values
0 missing
S2Knumeric19 unique values
0 missing
BIC2numeric18 unique values
0 missing
SM14_EA.ri.numeric16 unique values
0 missing
BIC3numeric17 unique values
0 missing
SM15_EA.ri.numeric16 unique values
0 missing
BIC4numeric17 unique values
0 missing
SpMax5_Bh.v.numeric17 unique values
0 missing
BIC5numeric17 unique values
0 missing
ATS2mnumeric19 unique values
0 missing
BLInumeric19 unique values
0 missing
ATS2pnumeric19 unique values
0 missing
BLTA96numeric18 unique values
0 missing
ATS2vnumeric17 unique values
0 missing
BLTD48numeric19 unique values
0 missing
CATS2D_05_DNnumeric2 unique values
0 missing
BLTF96numeric19 unique values
0 missing
CATS2D_07_ANnumeric2 unique values
0 missing
C.numeric17 unique values
0 missing
CATS2D_08_DAnumeric3 unique values
0 missing
C.001numeric4 unique values
0 missing
Chi1_AEA.bo.numeric18 unique values
0 missing
C.002numeric5 unique values
0 missing
Chi1_AEA.dm.numeric18 unique values
0 missing
C.003numeric2 unique values
0 missing
Chi1_AEA.ed.numeric18 unique values
0 missing
C.005numeric2 unique values
0 missing
Chi1_AEA.ri.numeric18 unique values
0 missing
C.006numeric4 unique values
0 missing
Chi1_EAnumeric18 unique values
0 missing
C.007numeric2 unique values
0 missing
Chi1_EA.ed.numeric18 unique values
0 missing
C.008numeric4 unique values
0 missing
Chi1_EA.ri.numeric19 unique values
0 missing
C.009numeric2 unique values
0 missing
CSInumeric18 unique values
0 missing
C.011numeric2 unique values
0 missing
DECCnumeric17 unique values
0 missing
C.017numeric3 unique values
0 missing
Eig03_EA.ri.numeric16 unique values
0 missing
C.018numeric2 unique values
0 missing
Eig05_EA.ed.numeric18 unique values
0 missing
C.019numeric2 unique values
0 missing
Eig06_AEA.ed.numeric17 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig06_EA.ed.numeric18 unique values
0 missing
C.025numeric2 unique values
0 missing
Eig07_AEA.bo.numeric18 unique values
0 missing
C.026numeric2 unique values
0 missing
Eig07_AEA.ed.numeric18 unique values
0 missing
C.027numeric3 unique values
0 missing
Eig07_AEA.ri.numeric18 unique values
0 missing
C.028numeric2 unique values
0 missing
Eig07_EAnumeric17 unique values
0 missing
C.033numeric3 unique values
0 missing
Eig07_EA.bo.numeric19 unique values
0 missing
C.034numeric3 unique values
0 missing
Eig07_EA.ed.numeric18 unique values
0 missing
C.039numeric2 unique values
0 missing
Eig08_AEA.bo.numeric19 unique values
0 missing
C.040numeric5 unique values
0 missing
Eig08_AEA.ri.numeric19 unique values
0 missing
C.041numeric2 unique values
0 missing
Eig08_EAnumeric18 unique values
0 missing
C.044numeric2 unique values
0 missing
Eig08_EA.bo.numeric18 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig08_EA.ri.numeric19 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig09_AEA.dm.numeric19 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig09_AEA.ri.numeric18 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig09_EAnumeric17 unique values
0 missing
CATS2D_01_ANnumeric3 unique values
0 missing
Eig09_EA.ed.numeric17 unique values
0 missing
CATS2D_01_DNnumeric3 unique values
0 missing
Eig09_EA.ri.numeric18 unique values
0 missing
CATS2D_01_LLnumeric8 unique values
0 missing
Eig10_EA.ed.numeric18 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig13_AEA.dm.numeric19 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eig13_AEA.ri.numeric18 unique values
0 missing
CATS2D_02_ALnumeric8 unique values
0 missing
Eig13_EAnumeric16 unique values
0 missing
CATS2D_02_ANnumeric3 unique values
0 missing
Eig13_EA.ri.numeric19 unique values
0 missing
CATS2D_02_APnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric19 unique values
0 missing
CATS2D_02_DDnumeric2 unique values
0 missing
Eig15_EA.ed.numeric16 unique values
0 missing
CATS2D_02_LLnumeric8 unique values
0 missing
Eta_alpha_Anumeric15 unique values
0 missing
CATS2D_02_NLnumeric4 unique values
0 missing
Eta_betanumeric18 unique values
0 missing
CATS2D_02_PLnumeric3 unique values
0 missing
Eta_betaSnumeric16 unique values
0 missing
CATS2D_03_AAnumeric5 unique values
0 missing
GGI9numeric12 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GMTInumeric18 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
HVcpxnumeric18 unique values
0 missing
CATS2D_03_DDnumeric3 unique values
0 missing
ICRnumeric17 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
IDEnumeric18 unique values
0 missing
CATS2D_03_DPnumeric2 unique values
0 missing
MATS5vnumeric17 unique values
0 missing
CATS2D_03_LLnumeric5 unique values
0 missing
MAXDPnumeric19 unique values
0 missing
CATS2D_03_NLnumeric5 unique values
0 missing
MPC01numeric13 unique values
0 missing
CATS2D_03_PLnumeric3 unique values
0 missing
MWC01numeric13 unique values
0 missing
CATS2D_04_AAnumeric5 unique values
0 missing
nBOnumeric13 unique values
0 missing
CATS2D_04_ALnumeric7 unique values
0 missing
nCsp2numeric9 unique values
0 missing
CATS2D_04_ANnumeric5 unique values
0 missing
nRSRnumeric2 unique values
0 missing
CATS2D_04_APnumeric2 unique values
0 missing
NssSnumeric2 unique values
0 missing
CATS2D_04_DAnumeric4 unique values
0 missing
P_VSA_i_1numeric4 unique values
0 missing
CATS2D_04_DDnumeric2 unique values
0 missing
Show first 100 features

62 properties

NumberOfInstances
21
Number of instances (rows) of the dataset.
NumberOfFeatures
556
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
555
Number of numeric attributes.
NumberOfSymbolicFeatures
1
Number of nominal attributes.
MeanAttributeEntropy
Average entropy of the attributes.
MinorityClassSize
Number of instances belonging to the least frequent class.
Quartile1MeansOfNumericAtts
0.71
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
1.78
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
114.75
Mean of means among attributes of the numeric type.
Quartile1SkewnessOfNumericAtts
-0.18
First quartile of skewness among attributes of the numeric type.
MeanMutualInformation
Average mutual information between the nominal attributes and the target attribute.
Quartile1StdDevOfNumericAtts
0.28
First quartile of standard deviation of attributes of the numeric type.
AutoCorrelation
-0.2
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
1.03
Second quartile (Median) of kurtosis among attributes of the numeric type.
Dimensionality
26.48
Number of attributes divided by the number of instances.
MeanSkewnessOfNumericAtts
0.58
Mean skewness among attributes of the numeric type.
Quartile2MeansOfNumericAtts
2.9
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.
MeanStdDevOfNumericAtts
91.76
Mean standard deviation of attributes of the numeric type.
Quartile2MutualInformation
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MinAttributeEntropy
Minimal entropy among attributes.
Quartile2SkewnessOfNumericAtts
0.56
Second quartile (Median) of skewness among attributes of the numeric type.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinKurtosisOfNumericAtts
-2.21
Minimum kurtosis among attributes of the numeric type.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
Quartile2StdDevOfNumericAtts
0.67
Second quartile (Median) of standard deviation of attributes of the numeric type.
MaxAttributeEntropy
Maximum entropy among attributes.
MaxKurtosisOfNumericAtts
21
Maximum kurtosis among attributes of the numeric type.
MinMeansOfNumericAtts
-2.52
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
20024.19
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
1.94
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
99.82
Percentage of numeric attributes.
Quartile3MeansOfNumericAtts
7.59
Third quartile of means among attributes of the numeric type.
MaxNominalAttDistinctValues
The maximum number of distinct values among attributes of the nominal type.
MinSkewnessOfNumericAtts
-2.22
Minimum skewness among attributes of the numeric type.
PercentageOfSymbolicFeatures
0.18
Percentage of nominal attributes.
Quartile3MutualInformation
Third quartile of mutual information between the nominal attributes and the target attribute.
MaxSkewnessOfNumericAtts
4.58
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
1.16
Third quartile of skewness among attributes of the numeric type.
MaxStdDevOfNumericAtts
17618.66
Maximum standard deviation of attributes of the numeric type.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
Quartile1KurtosisOfNumericAtts
-0.19
First quartile of kurtosis among attributes of the numeric type.
Quartile3StdDevOfNumericAtts
2.63
Third quartile of standard deviation of attributes of the numeric type.
Show all 62 properties

12 tasks

Supervised Regression on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Clustering on QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5956
0 runs - estimation_procedure: 50 times Clustering
Define a new task