Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2654

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2654

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: CHEMBL2654 (TID: 12345), and it has 42 rows and 594 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.

596 features

pXC50 (target)numeric32 unique values
0 missing
molecule_id (row identifier)nominal42 unique values
0 missing
SpAD_AEA.ri.numeric39 unique values
0 missing
CIC5numeric36 unique values
0 missing
MATS6pnumeric37 unique values
0 missing
SpAD_EAnumeric38 unique values
0 missing
CMC.50numeric2 unique values
0 missing
P_VSA_LogP_3numeric13 unique values
0 missing
SpAD_EA.ri.numeric39 unique values
0 missing
cRo5numeric2 unique values
0 missing
Eta_betanumeric33 unique values
0 missing
SpMax3_Bh.s.numeric16 unique values
0 missing
D.Dtr05numeric31 unique values
0 missing
Eta_epsi_Anumeric27 unique values
0 missing
SpMax4_Bh.e.numeric27 unique values
0 missing
D.Dtr07numeric11 unique values
0 missing
Eta_FLnumeric40 unique values
0 missing
SpMax4_Bh.i.numeric25 unique values
0 missing
D.Dtr09numeric15 unique values
0 missing
SpMax3_Bh.m.numeric32 unique values
0 missing
SpMax4_Bh.p.numeric24 unique values
0 missing
D.Dtr10numeric6 unique values
0 missing
GATS6pnumeric36 unique values
0 missing
SpMax4_Bh.v.numeric23 unique values
0 missing
D.Dtr11numeric2 unique values
0 missing
SpMin2_Bh.p.numeric16 unique values
0 missing
SpMax6_Bh.m.numeric28 unique values
0 missing
D.Dtr12numeric14 unique values
0 missing
GATS7inumeric37 unique values
0 missing
SpMax7_Bh.e.numeric25 unique values
0 missing
DECCnumeric37 unique values
0 missing
MATS3vnumeric36 unique values
0 missing
SpMax7_Bh.m.numeric29 unique values
0 missing
Depressant.50numeric2 unique values
0 missing
MATS3pnumeric36 unique values
0 missing
SpMax8_Bh.e.numeric31 unique values
0 missing
Depressant.80numeric2 unique values
0 missing
ATS2mnumeric39 unique values
0 missing
SpMax8_Bh.m.numeric31 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS2snumeric40 unique values
0 missing
SpMaxA_AEA.bo.numeric22 unique values
0 missing
DLS_02numeric4 unique values
0 missing
ATS5snumeric38 unique values
0 missing
SpMaxA_AEA.ed.numeric27 unique values
0 missing
DLS_03numeric5 unique values
0 missing
ATS6snumeric40 unique values
0 missing
SpMaxA_AEA.ri.numeric22 unique values
0 missing
DLS_04numeric7 unique values
0 missing
ATS7snumeric39 unique values
0 missing
SpMaxA_EAnumeric21 unique values
0 missing
DLS_05numeric3 unique values
0 missing
ATSC1inumeric37 unique values
0 missing
SpMaxA_EA.bo.numeric19 unique values
0 missing
DLS_06numeric5 unique values
0 missing
ATSC2enumeric38 unique values
0 missing
SpMaxA_EA.ed.numeric31 unique values
0 missing
DLS_07numeric2 unique values
0 missing
ATSC3enumeric39 unique values
0 missing
SpMaxA_EA.ri.numeric20 unique values
0 missing
DLS_consnumeric22 unique values
0 missing
ATSC3inumeric39 unique values
0 missing
SpMin4_Bh.i.numeric26 unique values
0 missing
Eig01_AEA.bo.numeric36 unique values
0 missing
ATSC5enumeric40 unique values
0 missing
SpMin4_Bh.p.numeric27 unique values
0 missing
Eig01_AEA.dm.numeric30 unique values
0 missing
ATSC5snumeric41 unique values
0 missing
SRW02numeric14 unique values
0 missing
Eig01_AEA.ed.numeric32 unique values
0 missing
ATSC6enumeric40 unique values
0 missing
SRW04numeric23 unique values
0 missing
Eig01_AEA.ri.numeric33 unique values
0 missing
ATSC6snumeric41 unique values
0 missing
SssOnumeric30 unique values
0 missing
Eig01_EAnumeric34 unique values
0 missing
ATSC7enumeric41 unique values
0 missing
Svnumeric34 unique values
0 missing
Eig01_EA.bo.numeric34 unique values
0 missing
ATSC7snumeric41 unique values
0 missing
TIC1numeric39 unique values
0 missing
Eig01_EA.dm.numeric12 unique values
0 missing
ATSC8enumeric41 unique values
0 missing
TIC2numeric39 unique values
0 missing
Eig01_EA.ed.numeric36 unique values
0 missing
DELSnumeric41 unique values
0 missing
TIC3numeric40 unique values
0 missing
Eig01_EA.ri.numeric31 unique values
0 missing
Dznumeric25 unique values
0 missing
TIC4numeric40 unique values
0 missing
Eig02_AEA.bo.numeric35 unique values
0 missing
Eig08_AEA.ri.numeric25 unique values
0 missing
TIC5numeric36 unique values
0 missing
Eig02_AEA.dm.numeric34 unique values
0 missing
Eig08_EAnumeric24 unique values
0 missing
Uindexnumeric38 unique values
0 missing
Eig02_AEA.ed.numeric35 unique values
0 missing
Eig09_AEA.ri.numeric22 unique values
0 missing
UNIPnumeric35 unique values
0 missing
Eig02_AEA.ri.numeric34 unique values
0 missing
Eig09_EAnumeric31 unique values
0 missing
Vindexnumeric29 unique values
0 missing
Eig02_EAnumeric32 unique values
0 missing
Eig09_EA.ri.numeric24 unique values
0 missing
VvdwMGnumeric34 unique values
0 missing
Eig02_EA.bo.numeric30 unique values
0 missing
Eig10_AEA.ed.numeric35 unique values
0 missing
VvdwZAZnumeric35 unique values
0 missing
Eig02_EA.dm.numeric7 unique values
0 missing
Eig15_AEA.ed.numeric25 unique values
0 missing
Vxnumeric34 unique values
0 missing
Eig02_EA.ed.numeric36 unique values
0 missing
Eta_Bnumeric23 unique values
0 missing
X0numeric23 unique values
0 missing
Eig02_EA.ri.numeric32 unique values
0 missing
Eta_epsinumeric33 unique values
0 missing
X0solnumeric23 unique values
0 missing
Eig03_AEA.bo.numeric19 unique values
0 missing
GATS5inumeric39 unique values
0 missing
X0vnumeric37 unique values
0 missing
Eig03_AEA.dm.numeric23 unique values
0 missing
IVDEnumeric22 unique values
0 missing
X1numeric30 unique values
0 missing
Eig03_AEA.ed.numeric25 unique values
0 missing
JGTnumeric31 unique values
0 missing
X1Kupnumeric39 unique values
0 missing
Eig03_AEA.ri.numeric29 unique values
0 missing
Minumeric21 unique values
0 missing
X1Madnumeric38 unique values
0 missing
Eig03_EAnumeric35 unique values
0 missing
PCRnumeric36 unique values
0 missing
X1MulPernumeric40 unique values
0 missing
Eig03_EA.bo.numeric12 unique values
0 missing
Psi_e_1numeric39 unique values
0 missing
X1Pernumeric40 unique values
0 missing
Eig03_EA.dm.numeric9 unique values
0 missing
Psi_i_snumeric35 unique values
0 missing
X1solnumeric30 unique values
0 missing
Eig03_EA.ed.numeric33 unique values
0 missing
SM02_AEA.dm.numeric24 unique values
0 missing
X1vnumeric39 unique values
0 missing
Eig03_EA.ri.numeric30 unique values
0 missing
SM03_AEA.dm.numeric31 unique values
0 missing
X2solnumeric37 unique values
0 missing
Eig04_AEA.dm.numeric34 unique values
0 missing
SpMax7_Bh.s.numeric21 unique values
0 missing
X2vnumeric40 unique values
0 missing
Eig04_AEA.ed.numeric21 unique values
0 missing
TIEnumeric41 unique values
0 missing
X3numeric38 unique values
0 missing
Eig04_EA.bo.numeric34 unique values
0 missing
ZM1Kupnumeric37 unique values
0 missing
X3solnumeric38 unique values
0 missing
Eig04_EA.dm.numeric7 unique values
0 missing
ZM1Madnumeric36 unique values
0 missing
X4Avnumeric12 unique values
0 missing
Eig04_EA.ed.numeric29 unique values
0 missing
ZM1MulPernumeric40 unique values
0 missing
XMODnumeric37 unique values
0 missing
Eig05_AEA.ed.numeric34 unique values
0 missing
ZM1Pernumeric40 unique values
0 missing
Xtnumeric21 unique values
0 missing
Eig05_EA.bo.numeric28 unique values
0 missing
ZM1Vnumeric33 unique values
0 missing
Xunumeric38 unique values
0 missing
Eig05_EA.dm.numeric2 unique values
0 missing
ZM2Kupnumeric38 unique values
0 missing
Yindexnumeric34 unique values
0 missing
Eig06_AEA.bo.numeric33 unique values
0 missing
Eig14_EA.ed.numeric37 unique values
0 missing
ZM1numeric21 unique values
0 missing
Eig06_AEA.ed.numeric35 unique values
0 missing
SM09_AEA.ri.numeric37 unique values
0 missing
ATS4snumeric38 unique values
0 missing
Eig06_EA.bo.numeric32 unique values
0 missing
Eig12_AEA.ed.numeric35 unique values
0 missing
ATSC2snumeric40 unique values
0 missing
Eig06_EA.dm.numeric3 unique values
0 missing
Eta_betaS_Anumeric21 unique values
0 missing
BACnumeric21 unique values
0 missing
Eig06_EA.ed.numeric32 unique values
0 missing
JGI2numeric19 unique values
0 missing
Chi1_EA.dm.numeric36 unique values
0 missing
Eig07_AEA.bo.numeric35 unique values
0 missing
GATS5enumeric40 unique values
0 missing
Eig05_AEA.bo.numeric35 unique values
0 missing
Eig07_AEA.ed.numeric21 unique values
0 missing
GATS6inumeric37 unique values
0 missing
Eig11_AEA.ed.numeric37 unique values
0 missing
Eig07_AEA.ri.numeric31 unique values
0 missing
MATS7inumeric37 unique values
0 missing
GMTIVnumeric41 unique values
0 missing
Eig07_EAnumeric31 unique values
0 missing
Eig11_AEA.bo.numeric33 unique values
0 missing
SPInumeric38 unique values
0 missing
Eig07_EA.bo.numeric33 unique values
0 missing
ZM2MulPernumeric41 unique values
0 missing
X2numeric37 unique values
0 missing
Eig07_EA.ed.numeric30 unique values
0 missing
ZM2Pernumeric40 unique values
0 missing
ZM2Madnumeric38 unique values
0 missing
Eig07_EA.ri.numeric31 unique values
0 missing
ZM2Vnumeric32 unique values
0 missing
Eta_Cnumeric41 unique values
0 missing
Eig08_AEA.bo.numeric26 unique values
0 missing
NaasCnumeric6 unique values
0 missing
Eig12_EA.ed.numeric35 unique values
0 missing
Eig08_AEA.ed.numeric23 unique values
0 missing
SpMax3_Bh.p.numeric27 unique values
0 missing
SM07_AEA.ri.numeric35 unique values
0 missing
Eig08_EA.bo.numeric24 unique values
0 missing
SpMax3_Bh.v.numeric27 unique values
0 missing
GATS5pnumeric37 unique values
0 missing
Eig08_EA.ed.numeric26 unique values
0 missing
SpMax4_Bh.m.numeric30 unique values
0 missing
MATS5pnumeric38 unique values
0 missing
Eig09_AEA.bo.numeric22 unique values
0 missing
MAXDNnumeric41 unique values
0 missing
MATS5vnumeric39 unique values
0 missing
Eig09_AEA.ed.numeric28 unique values
0 missing
Xindexnumeric29 unique values
0 missing
AACnumeric34 unique values
0 missing
Eig09_EA.bo.numeric29 unique values
0 missing
ATS3snumeric37 unique values
0 missing
Eig11_AEA.ri.numeric33 unique values
0 missing
Eig09_EA.ed.numeric34 unique values
0 missing
Eig04_EAnumeric31 unique values
0 missing
Eig11_EAnumeric34 unique values
0 missing
Eig10_AEA.bo.numeric27 unique values
0 missing
Eig05_EAnumeric36 unique values
0 missing
Eig11_EA.ri.numeric31 unique values
0 missing
Eig10_AEA.ri.numeric27 unique values
0 missing
Eta_beta_Anumeric33 unique values
0 missing
IC0numeric34 unique values
0 missing
Eig10_EAnumeric32 unique values
0 missing
IACnumeric34 unique values
0 missing
Neoplastic.80numeric2 unique values
0 missing
Eig10_EA.bo.numeric31 unique values
0 missing
NsssCHnumeric5 unique values
0 missing
P_VSA_m_3numeric15 unique values
0 missing
Eig10_EA.ri.numeric28 unique values
0 missing
SM12_AEA.bo.numeric31 unique values
0 missing
SM05_AEA.dm.numeric34 unique values
0 missing
Eig12_AEA.bo.numeric38 unique values
0 missing
SM13_AEA.bo.numeric36 unique values
0 missing
SpMax5_Bh.s.numeric19 unique values
0 missing
Eig12_AEA.ri.numeric36 unique values
0 missing
SsssCHnumeric31 unique values
0 missing
SpMax6_Bh.s.numeric18 unique values
0 missing
Eig12_EAnumeric34 unique values
0 missing
TIC0numeric34 unique values
0 missing
Eig05_EA.ed.numeric38 unique values
0 missing
Eig13_AEA.ed.numeric36 unique values
0 missing
SM14_AEA.dm.numeric38 unique values
0 missing
SpMax3_Bh.e.numeric30 unique values
0 missing
AECCnumeric37 unique values
0 missing
SpMax3_Bh.i.numeric26 unique values
0 missing
ALOGPnumeric40 unique values
0 missing
SpMAD_EA.bo.numeric37 unique values
0 missing
ALOGP2numeric40 unique values
0 missing
Eig13_AEA.ri.numeric37 unique values
0 missing
AMWnumeric34 unique values
0 missing
Eig13_EA.ri.numeric34 unique values
0 missing
ATS2pnumeric38 unique values
0 missing
Eig11_EA.bo.numeric36 unique values
0 missing
ATS3pnumeric35 unique values
0 missing
AMRnumeric40 unique values
0 missing
ATS3vnumeric39 unique values
0 missing
ARRnumeric17 unique values
0 missing
ATS4mnumeric37 unique values
0 missing
ATS1enumeric35 unique values
0 missing
ATS4pnumeric38 unique values
0 missing
ATS1inumeric35 unique values
0 missing
ATS4vnumeric36 unique values
0 missing
ATS1mnumeric35 unique values
0 missing
ATS5enumeric39 unique values
0 missing
ATS1pnumeric35 unique values
0 missing
ATS5inumeric39 unique values
0 missing
ATS1snumeric39 unique values
0 missing
ATS5mnumeric38 unique values
0 missing
ATS1vnumeric34 unique values
0 missing
ATS5pnumeric39 unique values
0 missing
ATS2enumeric37 unique values
0 missing
ATS5vnumeric39 unique values
0 missing
ATS2inumeric37 unique values
0 missing
ATS6enumeric40 unique values
0 missing
ATS2vnumeric39 unique values
0 missing
ATS6inumeric40 unique values
0 missing
ATS3enumeric39 unique values
0 missing
ATS6mnumeric40 unique values
0 missing
ATS3inumeric38 unique values
0 missing
ATS6pnumeric39 unique values
0 missing
ATS3mnumeric39 unique values
0 missing
ATS6vnumeric40 unique values
0 missing
ATS4enumeric38 unique values
0 missing
ATS7enumeric40 unique values
0 missing
ATS4inumeric39 unique values
0 missing
ATS7inumeric41 unique values
0 missing
ATS8mnumeric39 unique values
0 missing
ATS7mnumeric41 unique values
0 missing
ATS8snumeric40 unique values
0 missing
ATS7pnumeric41 unique values
0 missing
ATSC1pnumeric38 unique values
0 missing
ATS7vnumeric40 unique values
0 missing
ATSC2pnumeric40 unique values
0 missing
ATS8enumeric39 unique values
0 missing
ATSC3mnumeric40 unique values
0 missing
ATS8inumeric38 unique values
0 missing
ATSC3pnumeric40 unique values
0 missing
ATS8pnumeric41 unique values
0 missing
ATSC4enumeric40 unique values
0 missing
ATS8vnumeric37 unique values
0 missing
ATSC4mnumeric40 unique values
0 missing
ATSC1enumeric37 unique values
0 missing
ATSC8snumeric41 unique values
0 missing
ATSC1mnumeric38 unique values
0 missing
BBInumeric20 unique values
0 missing
ATSC1snumeric40 unique values
0 missing
BIDnumeric16 unique values
0 missing
ATSC1vnumeric38 unique values
0 missing
C.numeric27 unique values
0 missing
ATSC2inumeric39 unique values
0 missing
C.008numeric4 unique values
0 missing
ATSC2mnumeric40 unique values
0 missing
CENTnumeric37 unique values
0 missing
ATSC2vnumeric40 unique values
0 missing
Chi0_AEA.bo.numeric31 unique values
0 missing
ATSC3snumeric41 unique values
0 missing
Chi0_AEA.dm.numeric31 unique values
0 missing
ATSC3vnumeric40 unique values
0 missing
Chi0_AEA.ed.numeric31 unique values
0 missing
ATSC4inumeric39 unique values
0 missing
Chi0_AEA.ri.numeric31 unique values
0 missing
ATSC4pnumeric40 unique values
0 missing
Chi0_EAnumeric31 unique values
0 missing
ATSC4snumeric41 unique values
0 missing
Chi0_EA.bo.numeric37 unique values
0 missing
ATSC4vnumeric39 unique values
0 missing
Chi0_EA.dm.numeric38 unique values
0 missing
ATSC5inumeric41 unique values
0 missing
Chi0_EA.ed.numeric37 unique values
0 missing
ATSC5mnumeric41 unique values
0 missing
Chi0_EA.ri.numeric38 unique values
0 missing
ATSC5pnumeric41 unique values
0 missing
Chi1_AEA.bo.numeric37 unique values
0 missing
ATSC5vnumeric41 unique values
0 missing
Chi1_AEA.dm.numeric37 unique values
0 missing
ATSC6inumeric41 unique values
0 missing
Chi1_AEA.ed.numeric37 unique values
0 missing
ATSC6mnumeric41 unique values
0 missing
Chi1_AEA.ri.numeric37 unique values
0 missing
ATSC6pnumeric41 unique values
0 missing
Chi1_EAnumeric37 unique values
0 missing
ATSC6vnumeric41 unique values
0 missing
Chi1_EA.bo.numeric39 unique values
0 missing
ATSC7inumeric39 unique values
0 missing
Chi1_EA.ed.numeric37 unique values
0 missing
ATSC7mnumeric41 unique values
0 missing
Chi1_EA.ri.numeric36 unique values
0 missing
ATSC7pnumeric41 unique values
0 missing
CIDnumeric30 unique values
0 missing
ATSC7vnumeric41 unique values
0 missing
CMC.80numeric2 unique values
0 missing
ATSC8inumeric40 unique values
0 missing
CSInumeric38 unique values
0 missing
ATSC8mnumeric41 unique values
0 missing
DBInumeric22 unique values
0 missing
ATSC8pnumeric41 unique values
0 missing
D.Dtr06numeric38 unique values
0 missing
ATSC8vnumeric41 unique values
0 missing
ECCnumeric36 unique values
0 missing
BIC0numeric23 unique values
0 missing
Eig04_AEA.bo.numeric35 unique values
0 missing
BIC1numeric32 unique values
0 missing
Eig04_AEA.ri.numeric31 unique values
0 missing
BIC2numeric30 unique values
0 missing
Eig04_EA.ri.numeric31 unique values
0 missing
BIC3numeric27 unique values
0 missing
Eig05_AEA.dm.numeric38 unique values
0 missing
BIC4numeric32 unique values
0 missing
Eig05_AEA.ri.numeric36 unique values
0 missing
BIC5numeric29 unique values
0 missing
Eig05_EA.ri.numeric37 unique values
0 missing
BLInumeric32 unique values
0 missing
Eig06_AEA.dm.numeric40 unique values
0 missing
BLTA96numeric30 unique values
0 missing
Eig06_AEA.ri.numeric29 unique values
0 missing
BLTD48numeric31 unique values
0 missing
Eig06_EAnumeric27 unique values
0 missing
BLTF96numeric31 unique values
0 missing
Eig06_EA.ri.numeric29 unique values
0 missing
C.001numeric3 unique values
0 missing
Eig07_AEA.dm.numeric21 unique values
0 missing
C.002numeric6 unique values
0 missing
Eig08_AEA.dm.numeric35 unique values
0 missing
C.003numeric2 unique values
0 missing
Eig08_EA.ri.numeric33 unique values
0 missing
C.005numeric3 unique values
0 missing
Eig09_AEA.dm.numeric22 unique values
0 missing
C.006numeric4 unique values
0 missing
Eig10_AEA.dm.numeric30 unique values
0 missing
C.009numeric2 unique values
0 missing
Eig10_EA.ed.numeric37 unique values
0 missing
C.012numeric2 unique values
0 missing
Eig11_AEA.dm.numeric27 unique values
0 missing
C.014numeric2 unique values
0 missing
Eig11_EA.ed.numeric38 unique values
0 missing
C.024numeric6 unique values
0 missing
Eig12_AEA.dm.numeric34 unique values
0 missing
C.025numeric5 unique values
0 missing
Eig13_AEA.bo.numeric31 unique values
0 missing
C.026numeric5 unique values
0 missing
Eig13_AEA.dm.numeric29 unique values
0 missing
C.031numeric2 unique values
0 missing
Eig13_EAnumeric28 unique values
0 missing
C.034numeric2 unique values
0 missing
Eig13_EA.bo.numeric27 unique values
0 missing
C.039numeric3 unique values
0 missing
Eig14_AEA.bo.numeric28 unique values
0 missing
C.040numeric4 unique values
0 missing
Eig14_AEA.dm.numeric33 unique values
0 missing
C.043numeric2 unique values
0 missing
Eig14_AEA.ri.numeric30 unique values
0 missing
CATS2D_00_DDnumeric2 unique values
0 missing
Eig14_EA.bo.numeric29 unique values
0 missing
CATS2D_00_DPnumeric2 unique values
0 missing
Eig14_EA.ri.numeric27 unique values
0 missing
CATS2D_00_PPnumeric2 unique values
0 missing
Eig15_AEA.bo.numeric31 unique values
0 missing
CATS2D_01_AAnumeric3 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
CATS2D_01_ANnumeric2 unique values
0 missing
Eig15_AEA.ri.numeric22 unique values
0 missing
CATS2D_01_DAnumeric2 unique values
0 missing
Eig15_EAnumeric21 unique values
0 missing
CATS2D_01_DNnumeric2 unique values
0 missing
Eig15_EA.bo.numeric36 unique values
0 missing
CATS2D_01_LLnumeric9 unique values
0 missing
Eig15_EA.ed.numeric24 unique values
0 missing
CATS2D_01_NLnumeric2 unique values
0 missing
Eig15_EA.ri.numeric22 unique values
0 missing
CATS2D_02_AAnumeric5 unique values
0 missing
Eta_alphanumeric27 unique values
0 missing
CATS2D_02_ALnumeric9 unique values
0 missing
Eta_alpha_Anumeric19 unique values
0 missing
CATS2D_02_ANnumeric2 unique values
0 missing
Eta_betaSnumeric20 unique values
0 missing
CATS2D_02_DAnumeric4 unique values
0 missing
Eta_Lnumeric40 unique values
0 missing
CATS2D_02_DLnumeric11 unique values
0 missing
GATS5vnumeric36 unique values
0 missing
CATS2D_02_LLnumeric7 unique values
0 missing
GGI1numeric9 unique values
0 missing
CATS2D_02_NLnumeric3 unique values
0 missing
GGI2numeric11 unique values
0 missing
CATS2D_03_AAnumeric3 unique values
0 missing
GGI8numeric33 unique values
0 missing
CATS2D_03_ALnumeric11 unique values
0 missing
GGI9numeric28 unique values
0 missing
CATS2D_03_ANnumeric2 unique values
0 missing
GMTInumeric38 unique values
0 missing
CATS2D_03_APnumeric2 unique values
0 missing
HDcpxnumeric28 unique values
0 missing
CATS2D_03_DAnumeric4 unique values
0 missing
IC3numeric39 unique values
0 missing
CATS2D_03_DDnumeric2 unique values
0 missing
IC4numeric39 unique values
0 missing
CATS2D_03_DLnumeric9 unique values
0 missing
IDDMnumeric29 unique values
0 missing
CATS2D_03_DNnumeric2 unique values
0 missing
IDETnumeric38 unique values
0 missing
CATS2D_03_LLnumeric8 unique values
0 missing
IDMnumeric35 unique values
0 missing
CATS2D_03_NLnumeric3 unique values
0 missing
IDMTnumeric38 unique values
0 missing
CATS2D_04_AAnumeric3 unique values
0 missing
Infective.80numeric2 unique values
0 missing
CATS2D_04_ALnumeric11 unique values
0 missing
ISIZnumeric21 unique values
0 missing
CATS2D_04_ANnumeric3 unique values
0 missing
IVDMnumeric23 unique values
0 missing
CATS2D_04_DAnumeric6 unique values
0 missing
JGI1numeric20 unique values
0 missing
CATS2D_04_DDnumeric4 unique values
0 missing
LPRSnumeric38 unique values
0 missing
CATS2D_04_DLnumeric11 unique values
0 missing
MDDDnumeric38 unique values
0 missing
CATS2D_04_DNnumeric2 unique values
0 missing
Menumeric23 unique values
0 missing
CATS2D_04_LLnumeric12 unique values
0 missing
Mpnumeric28 unique values
0 missing
CATS2D_04_NLnumeric4 unique values
0 missing
MPC01numeric14 unique values
0 missing
CATS2D_05_AAnumeric5 unique values
0 missing
MPC02numeric20 unique values
0 missing
CATS2D_05_ALnumeric10 unique values
0 missing
MWnumeric34 unique values
0 missing
CATS2D_05_ANnumeric2 unique values
0 missing
MWC01numeric14 unique values
0 missing
CATS2D_05_DAnumeric10 unique values
0 missing
MWC02numeric21 unique values
0 missing
CATS2D_05_DDnumeric3 unique values
0 missing
nATnumeric21 unique values
0 missing
CATS2D_05_DLnumeric10 unique values
0 missing
nBOnumeric14 unique values
0 missing
CATS2D_05_LLnumeric13 unique values
0 missing
nBTnumeric22 unique values
0 missing
CATS2D_05_NLnumeric4 unique values
0 missing
nCnumeric11 unique values
0 missing
CATS2D_05_PLnumeric2 unique values
0 missing
nCrsnumeric6 unique values
0 missing
CATS2D_06_AAnumeric3 unique values
0 missing
nCsnumeric7 unique values
0 missing
CATS2D_06_ALnumeric10 unique values
0 missing
nHAccnumeric9 unique values
0 missing
CATS2D_06_ANnumeric2 unique values
0 missing
nHetnumeric10 unique values
0 missing
CATS2D_06_DAnumeric6 unique values
0 missing
nSKnumeric14 unique values
0 missing
CATS2D_06_DDnumeric6 unique values
0 missing
NssOnumeric4 unique values
0 missing
CATS2D_06_DLnumeric12 unique values
0 missing
ON0numeric22 unique values
0 missing
CATS2D_06_DNnumeric3 unique values
0 missing
ON1numeric30 unique values
0 missing
CATS2D_06_LLnumeric13 unique values
0 missing
PCDnumeric37 unique values
0 missing
CATS2D_06_NLnumeric4 unique values
0 missing
PHInumeric36 unique values
0 missing
CATS2D_06_PLnumeric2 unique values
0 missing
piPC01numeric18 unique values
0 missing
CATS2D_07_AAnumeric5 unique values
0 missing
Psi_e_0numeric41 unique values
0 missing
CATS2D_07_ALnumeric8 unique values
0 missing
Psi_e_Anumeric37 unique values
0 missing
CATS2D_07_APnumeric2 unique values
0 missing
Psi_i_0numeric38 unique values
0 missing
CATS2D_07_DAnumeric4 unique values
0 missing
Psi_i_1numeric40 unique values
0 missing
CATS2D_07_DDnumeric3 unique values
0 missing
Psi_i_Anumeric37 unique values
0 missing
CATS2D_07_DLnumeric11 unique values
0 missing
P_VSA_i_3numeric32 unique values
0 missing
CATS2D_07_DNnumeric2 unique values
0 missing
RDCHInumeric38 unique values
0 missing
CATS2D_07_DPnumeric2 unique values
0 missing
RDSQnumeric38 unique values
0 missing
CATS2D_07_LLnumeric8 unique values
0 missing
S0Knumeric24 unique values
0 missing
CATS2D_07_NLnumeric4 unique values
0 missing
S1Knumeric33 unique values
0 missing
CATS2D_07_PLnumeric2 unique values
0 missing
S2Knumeric36 unique values
0 missing
CATS2D_08_ALnumeric10 unique values
0 missing
S3Knumeric39 unique values
0 missing
CATS2D_08_DAnumeric4 unique values
0 missing
SaaaCnumeric16 unique values
0 missing
CATS2D_08_DDnumeric5 unique values
0 missing
SAtotnumeric38 unique values
0 missing
CATS2D_08_DLnumeric9 unique values
0 missing
SCBOnumeric18 unique values
0 missing
CATS2D_08_DNnumeric3 unique values
0 missing
Senumeric34 unique values
0 missing
CATS2D_08_LLnumeric7 unique values
0 missing
Sinumeric34 unique values
0 missing
CATS2D_08_NLnumeric3 unique values
0 missing
SM02_EAnumeric20 unique values
0 missing
CATS2D_09_AAnumeric4 unique values
0 missing
SM02_EA.ri.numeric35 unique values
0 missing
CATS2D_09_ALnumeric9 unique values
0 missing
SM05_AEA.ri.numeric37 unique values
0 missing
CATS2D_09_ANnumeric3 unique values
0 missing
SM06_AEA.ri.numeric38 unique values
0 missing
CATS2D_09_DAnumeric6 unique values
0 missing
SM07_AEA.dm.numeric28 unique values
0 missing
CATS2D_09_DDnumeric4 unique values
0 missing
SM09_AEA.dm.numeric21 unique values
0 missing
CATS2D_09_DLnumeric5 unique values
0 missing
SM10_AEA.ri.numeric24 unique values
0 missing
CATS2D_09_DPnumeric2 unique values
0 missing
SM14_AEA.bo.numeric27 unique values
0 missing
CATS2D_09_LLnumeric5 unique values
0 missing
SMTInumeric37 unique values
0 missing
CATS2D_09_NLnumeric3 unique values
0 missing
SMTIVnumeric41 unique values
0 missing
CATS2D_09_PLnumeric2 unique values
0 missing
SNarnumeric22 unique values
0 missing
CIC0numeric33 unique values
0 missing
Spnumeric34 unique values
0 missing
CIC1numeric38 unique values
0 missing
SpAD_AEA.bo.numeric40 unique values
0 missing
CIC2numeric38 unique values
0 missing
SpAD_AEA.dm.numeric41 unique values
0 missing
CIC3numeric37 unique values
0 missing
SpAD_AEA.ed.numeric38 unique values
0 missing
CIC4numeric35 unique values
0 missing

62 properties

42
Number of instances (rows) of the dataset.
596
Number of attributes (columns) of the dataset.
0
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
595
Number of numeric attributes.
1
Number of nominal attributes.
-0.18
Second quartile (Median) of kurtosis among attributes of the numeric type.
14.19
Number of attributes divided by the number of instances.
Average number of distinct values among the attributes of the nominal type.
3.82
Second quartile (Median) of means among attributes of the numeric type.
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
0.16
Mean skewness among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.
Percentage of instances belonging to the most frequent class.
143.07
Mean standard deviation of attributes of the numeric type.
-0.47
Second quartile (Median) of skewness among attributes of the numeric type.
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
0
Percentage of binary attributes.
0.42
Second quartile (Median) of standard deviation of attributes of the numeric type.
Maximum entropy among attributes.
-2.09
Minimum kurtosis among attributes of the numeric type.
-2.9
Minimum of means among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
42
Maximum kurtosis among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
0
Percentage of missing values.
1.61
Third quartile of kurtosis among attributes of the numeric type.
63414.14
Maximum of means among attributes of the numeric type.
The minimal number of distinct values among attributes of the nominal type.
99.83
Percentage of numeric attributes.
10.98
Third quartile of means among attributes of the numeric type.
Maximum mutual information between the nominal attributes and the target attribute.
-2.15
Minimum skewness among attributes of the numeric type.
0.17
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
The maximum number of distinct values among attributes of the nominal type.
0
Minimum standard deviation of attributes of the numeric type.
First quartile of entropy among attributes.
0.69
Third quartile of skewness among attributes of the numeric type.
6.48
Maximum skewness among attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
-0.69
First quartile of kurtosis among attributes of the numeric type.
2.34
Third quartile of standard deviation of attributes of the numeric type.
30216.91
Maximum standard deviation of attributes of the numeric type.
Number of instances belonging to the least frequent class.
1.21
First quartile of means among attributes of the numeric type.
Standard deviation of the number of distinct values among attributes of the nominal type.
Average entropy of the attributes.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
2.57
Mean kurtosis among attributes of the numeric type.
-0.82
First quartile of skewness among attributes of the numeric type.
335.17
Mean of means among attributes of the numeric type.
0.16
First quartile of standard deviation of attributes of the numeric type.
0.13
Average class difference between consecutive instances.
Average mutual information between the nominal attributes and the target attribute.
Second quartile (Median) of entropy among attributes.
Entropy of the target attribute values.
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.

12 tasks

2 runs - estimation_procedure: Custom 10-fold Crossvalidation - target_feature: pXC50
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
0 runs - estimation_procedure: 50 times Clustering
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