Data
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4959

QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4959

deactivated ARFF Publicly available Visibility: public Uploaded 14-07-2016 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: CHEMBL4959 (TID: 11168), and it has 62 rows and 497 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.

499 features

pXC50 (target)numeric41 unique values
0 missing
molecule_id (row identifier)nominal62 unique values
0 missing
Eig12_EA.ri.numeric53 unique values
0 missing
Eig05_EA.bo.numeric37 unique values
0 missing
Eig13_AEA.ed.numeric34 unique values
0 missing
SM15_AEA.ri.numeric37 unique values
0 missing
Eig13_EAnumeric38 unique values
0 missing
Eig06_AEA.bo.numeric45 unique values
0 missing
Eig13_EA.ed.numeric40 unique values
0 missing
Eig06_EA.bo.numeric43 unique values
0 missing
Eig14_AEA.bo.numeric33 unique values
0 missing
Eig11_AEA.dm.numeric35 unique values
0 missing
Eig14_AEA.ri.numeric37 unique values
0 missing
Eta_betaPnumeric21 unique values
0 missing
Eig14_EAnumeric36 unique values
0 missing
Eta_betaS_Anumeric33 unique values
0 missing
Eig14_EA.bo.numeric33 unique values
0 missing
Vindexnumeric39 unique values
0 missing
Eig14_EA.dm.numeric17 unique values
0 missing
X0Avnumeric38 unique values
0 missing
Eig14_EA.ed.numeric36 unique values
0 missing
SpMin5_Bh.e.numeric30 unique values
0 missing
Eig14_EA.ri.numeric38 unique values
0 missing
SpMin5_Bh.i.numeric30 unique values
0 missing
Eig15_AEA.dm.numeric31 unique values
0 missing
Eig01_EA.dm.numeric18 unique values
0 missing
Eta_alphanumeric49 unique values
0 missing
Eta_betanumeric47 unique values
0 missing
Eta_Bnumeric42 unique values
0 missing
SM04_EA.bo.numeric52 unique values
0 missing
Eta_Cnumeric60 unique values
0 missing
SM10_EA.dm.numeric32 unique values
0 missing
Eta_epsinumeric48 unique values
0 missing
SM12_EA.dm.numeric30 unique values
0 missing
Eta_Lnumeric59 unique values
0 missing
SM14_EA.dm.numeric30 unique values
0 missing
GATS1inumeric51 unique values
0 missing
SpMax_EA.dm.numeric18 unique values
0 missing
GATS2pnumeric50 unique values
0 missing
ZM1Kupnumeric54 unique values
0 missing
GGI3numeric35 unique values
0 missing
ZM1Pernumeric60 unique values
0 missing
GGI5numeric49 unique values
0 missing
ZM2Kupnumeric59 unique values
0 missing
GGI8numeric43 unique values
0 missing
ZM2MulPernumeric60 unique values
0 missing
H.050numeric21 unique values
0 missing
ZM2Vnumeric57 unique values
0 missing
H.052numeric20 unique values
0 missing
Eta_alpha_Anumeric30 unique values
0 missing
HDcpxnumeric39 unique values
0 missing
SM05_EA.dm.numeric24 unique values
0 missing
IDDMnumeric47 unique values
0 missing
SM06_EA.dm.numeric35 unique values
0 missing
IDMnumeric49 unique values
0 missing
SM07_EA.dm.numeric25 unique values
0 missing
ISIZnumeric39 unique values
0 missing
SM08_EA.dm.numeric31 unique values
0 missing
MPC01numeric30 unique values
0 missing
SM09_EA.dm.numeric25 unique values
0 missing
MPC02numeric36 unique values
0 missing
SM11_EA.dm.numeric24 unique values
0 missing
MWC01numeric30 unique values
0 missing
SpMax2_Bh.s.numeric14 unique values
0 missing
MWC02numeric40 unique values
0 missing
CSInumeric50 unique values
0 missing
N.072numeric11 unique values
0 missing
ECCnumeric49 unique values
0 missing
nATnumeric39 unique values
0 missing
Eta_Fnumeric60 unique values
0 missing
nBOnumeric30 unique values
0 missing
IC1numeric53 unique values
0 missing
nBTnumeric39 unique values
0 missing
nOnumeric17 unique values
0 missing
nCnumeric26 unique values
0 missing
O.numeric33 unique values
0 missing
nCsnumeric21 unique values
0 missing
P_VSA_e_5numeric25 unique values
0 missing
NdssCnumeric13 unique values
0 missing
P_VSA_m_3numeric26 unique values
0 missing
nHDonnumeric21 unique values
0 missing
SMTIVnumeric60 unique values
0 missing
nR05numeric5 unique values
0 missing
ATS2snumeric60 unique values
0 missing
nRCONHRnumeric12 unique values
0 missing
ZM2Pernumeric60 unique values
0 missing
nSKnumeric28 unique values
0 missing
BIC5numeric43 unique values
0 missing
NssNHnumeric13 unique values
0 missing
MATS7inumeric53 unique values
0 missing
O.058numeric12 unique values
0 missing
SIC5numeric48 unique values
0 missing
ON0numeric43 unique values
0 missing
Psi_i_snumeric53 unique values
0 missing
ON0Vnumeric53 unique values
0 missing
ZM1Vnumeric54 unique values
0 missing
ON1Vnumeric59 unique values
0 missing
SaasCnumeric60 unique values
0 missing
PCDnumeric44 unique values
0 missing
SpMax5_Bh.v.numeric37 unique values
0 missing
PCRnumeric38 unique values
0 missing
ATS1snumeric54 unique values
0 missing
PHInumeric52 unique values
0 missing
ALOGPnumeric55 unique values
0 missing
Psi_e_0numeric56 unique values
0 missing
ATSC3enumeric57 unique values
0 missing
Psi_e_1numeric57 unique values
0 missing
ATSC3snumeric60 unique values
0 missing
Psi_i_0numeric54 unique values
0 missing
ATSC5enumeric58 unique values
0 missing
Psi_i_1numeric59 unique values
0 missing
ATSC6enumeric59 unique values
0 missing
P_VSA_e_2numeric53 unique values
0 missing
BACnumeric34 unique values
0 missing
P_VSA_i_3numeric49 unique values
0 missing
C.numeric37 unique values
0 missing
P_VSA_LogP_4numeric21 unique values
0 missing
CATS2D_03_DDnumeric13 unique values
0 missing
P_VSA_m_2numeric53 unique values
0 missing
CATS2D_03_DLnumeric24 unique values
0 missing
P_VSA_MR_1numeric33 unique values
0 missing
CATS2D_05_AAnumeric11 unique values
0 missing
P_VSA_MR_2numeric35 unique values
0 missing
CATS2D_06_DDnumeric13 unique values
0 missing
P_VSA_MR_5numeric41 unique values
0 missing
CATS2D_08_DDnumeric9 unique values
0 missing
P_VSA_s_5numeric14 unique values
0 missing
CATS2D_09_DAnumeric14 unique values
0 missing
Ramnumeric20 unique values
0 missing
CATS2D_09_DDnumeric12 unique values
0 missing
RBFnumeric40 unique values
0 missing
Eig06_AEA.ed.numeric39 unique values
0 missing
RBNnumeric22 unique values
0 missing
Eig06_AEA.ri.numeric45 unique values
0 missing
RDSQnumeric51 unique values
0 missing
Eig06_EAnumeric46 unique values
0 missing
S1Knumeric48 unique values
0 missing
Eig06_EA.ed.numeric48 unique values
0 missing
S2Knumeric51 unique values
0 missing
Eig06_EA.ri.numeric48 unique values
0 missing
S3Knumeric55 unique values
0 missing
Eig08_EA.dm.numeric15 unique values
0 missing
SAtotnumeric54 unique values
0 missing
Eig09_EA.dm.numeric17 unique values
0 missing
Senumeric50 unique values
0 missing
Eig11_EA.dm.numeric15 unique values
0 missing
Sinumeric50 unique values
0 missing
Eig13_EA.dm.numeric16 unique values
0 missing
SM02_AEA.dm.numeric43 unique values
0 missing
Eig15_EA.dm.numeric16 unique values
0 missing
SM02_AEA.ri.numeric44 unique values
0 missing
GATS2inumeric50 unique values
0 missing
SM02_EAnumeric36 unique values
0 missing
GGI10numeric47 unique values
0 missing
SM02_EA.ri.numeric54 unique values
0 missing
MCDnumeric34 unique values
0 missing
SM03_AEA.ri.numeric48 unique values
0 missing
Minumeric19 unique values
0 missing
SM03_EAnumeric24 unique values
0 missing
MLOGPnumeric49 unique values
0 missing
SM03_EA.ri.numeric44 unique values
0 missing
SM14_AEA.bo.numeric46 unique values
0 missing
SM06_AEA.dm.numeric47 unique values
0 missing
SM15_AEA.dm.numeric48 unique values
0 missing
SM07_AEA.dm.numeric38 unique values
0 missing
SpMin5_Bh.s.numeric33 unique values
0 missing
SM07_AEA.ri.numeric46 unique values
0 missing
SpMin6_Bh.s.numeric43 unique values
0 missing
SM08_AEA.dm.numeric36 unique values
0 missing
TIEnumeric60 unique values
0 missing
SM08_AEA.ri.numeric40 unique values
0 missing
Uindexnumeric51 unique values
0 missing
SM09_AEA.ri.numeric36 unique values
0 missing
D.Dtr05numeric49 unique values
0 missing
SM15_AEA.bo.numeric36 unique values
0 missing
MDDDnumeric51 unique values
0 missing
Spnumeric50 unique values
0 missing
SM05_EA.bo.numeric50 unique values
0 missing
SpAD_AEA.bo.numeric53 unique values
0 missing
ATSC8enumeric58 unique values
0 missing
SpAD_AEA.dm.numeric57 unique values
0 missing
AMWnumeric48 unique values
0 missing
SpAD_AEA.ri.numeric60 unique values
0 missing
GATS6inumeric55 unique values
0 missing
SpAD_EAnumeric51 unique values
0 missing
MATS6inumeric48 unique values
0 missing
SpAD_EA.ri.numeric60 unique values
0 missing
Chi0_EA.dm.numeric56 unique values
0 missing
SPInumeric51 unique values
0 missing
XMODnumeric58 unique values
0 missing
SpMax6_Bh.i.numeric39 unique values
0 missing
MATS6pnumeric50 unique values
0 missing
SpMax6_Bh.p.numeric36 unique values
0 missing
JGI10numeric6 unique values
0 missing
SpMax6_Bh.v.numeric40 unique values
0 missing
CATS2D_03_PLnumeric6 unique values
0 missing
SpMax7_Bh.p.numeric39 unique values
0 missing
CATS2D_07_AAnumeric4 unique values
0 missing
SpMax7_Bh.v.numeric46 unique values
0 missing
GMTInumeric51 unique values
0 missing
SpMax8_Bh.e.numeric49 unique values
0 missing
IDETnumeric51 unique values
0 missing
SpMax8_Bh.i.numeric44 unique values
0 missing
IDMTnumeric51 unique values
0 missing
SpMax8_Bh.m.numeric44 unique values
0 missing
piPC01numeric33 unique values
0 missing
SpMax8_Bh.v.numeric49 unique values
0 missing
SCBOnumeric33 unique values
0 missing
SpMaxA_AEA.bo.numeric33 unique values
0 missing
SMTInumeric51 unique values
0 missing
SpMaxA_AEA.dm.numeric33 unique values
0 missing
UNIPnumeric46 unique values
0 missing
SpMaxA_AEA.ed.numeric33 unique values
0 missing
SpMax5_Bh.s.numeric38 unique values
0 missing
SpMaxA_AEA.ri.numeric34 unique values
0 missing
SpMax5_Bh.e.numeric37 unique values
0 missing
SpMaxA_EAnumeric35 unique values
0 missing
SpMax5_Bh.i.numeric37 unique values
0 missing
SpMaxA_EA.bo.numeric30 unique values
0 missing
SpMax5_Bh.p.numeric30 unique values
0 missing
SpMaxA_EA.ed.numeric37 unique values
0 missing
BIC4numeric44 unique values
0 missing
SpMaxA_EA.ri.numeric31 unique values
0 missing
SM06_AEA.ed.numeric48 unique values
0 missing
SpMin6_Bh.e.numeric42 unique values
0 missing
MATS2inumeric44 unique values
0 missing
SpMin6_Bh.i.numeric39 unique values
0 missing
SpMin1_Bh.e.numeric21 unique values
0 missing
SpMin6_Bh.v.numeric43 unique values
0 missing
Eta_epsi_Anumeric42 unique values
0 missing
SpMin7_Bh.e.numeric43 unique values
0 missing
D.Dtr09numeric44 unique values
0 missing
SpMin7_Bh.i.numeric46 unique values
0 missing
SpDiam_EA.dm.numeric18 unique values
0 missing
SpMin7_Bh.p.numeric48 unique values
0 missing
Yindexnumeric49 unique values
0 missing
SpMin7_Bh.v.numeric44 unique values
0 missing
GATS7inumeric50 unique values
0 missing
SpMin8_Bh.s.numeric28 unique values
0 missing
ATS4snumeric60 unique values
0 missing
SpMin8_Bh.v.numeric51 unique values
0 missing
CENTnumeric50 unique values
0 missing
SRW02numeric30 unique values
0 missing
Chi0_AEA.bo.numeric48 unique values
0 missing
SRW04numeric38 unique values
0 missing
Chi0_AEA.dm.numeric48 unique values
0 missing
SRW05numeric5 unique values
0 missing
Chi0_AEA.ed.numeric48 unique values
0 missing
SRW07numeric7 unique values
0 missing
Chi0_AEA.ri.numeric48 unique values
0 missing
SRW09numeric9 unique values
0 missing
Chi0_EAnumeric48 unique values
0 missing
SssNHnumeric58 unique values
0 missing
Chi0_EA.ed.numeric51 unique values
0 missing
SsssCHnumeric42 unique values
0 missing
Chi0_EA.ri.numeric58 unique values
0 missing
Svnumeric50 unique values
0 missing
Dznumeric48 unique values
0 missing
TIC1numeric55 unique values
0 missing
Eig06_AEA.dm.numeric47 unique values
0 missing
TIC2numeric59 unique values
0 missing
Eig13_AEA.bo.numeric40 unique values
0 missing
TIC3numeric56 unique values
0 missing
Eig13_EA.bo.numeric37 unique values
0 missing
TIC4numeric56 unique values
0 missing
Eig14_AEA.dm.numeric40 unique values
0 missing
TIC5numeric55 unique values
0 missing
ON1numeric46 unique values
0 missing
VvdwMGnumeric51 unique values
0 missing
P_VSA_s_3numeric44 unique values
0 missing
VvdwZAZnumeric51 unique values
0 missing
RDCHInumeric51 unique values
0 missing
Vxnumeric51 unique values
0 missing
SM02_AEA.bo.numeric45 unique values
0 missing
Wapnumeric48 unique values
0 missing
SNarnumeric42 unique values
0 missing
X0numeric43 unique values
0 missing
Xtnumeric35 unique values
0 missing
X0solnumeric45 unique values
0 missing
IC4numeric56 unique values
0 missing
X0vnumeric54 unique values
0 missing
AMRnumeric55 unique values
0 missing
X1Kupnumeric59 unique values
0 missing
ARRnumeric31 unique values
0 missing
X1Madnumeric58 unique values
0 missing
ATS1enumeric51 unique values
0 missing
X1MulPernumeric60 unique values
0 missing
ATS1inumeric49 unique values
0 missing
X1Pernumeric59 unique values
0 missing
ATS1pnumeric50 unique values
0 missing
X1vnumeric59 unique values
0 missing
ATS1vnumeric51 unique values
0 missing
X2numeric51 unique values
0 missing
ATS2enumeric51 unique values
0 missing
X2solnumeric53 unique values
0 missing
ATS2inumeric49 unique values
0 missing
X2vnumeric60 unique values
0 missing
ATS2pnumeric53 unique values
0 missing
X3vnumeric60 unique values
0 missing
ATS2vnumeric52 unique values
0 missing
X4vnumeric59 unique values
0 missing
ATS3enumeric51 unique values
0 missing
X5vnumeric58 unique values
0 missing
ATS3inumeric53 unique values
0 missing
ZM1numeric40 unique values
0 missing
ATS3mnumeric55 unique values
0 missing
ZM1Madnumeric54 unique values
0 missing
ATS3pnumeric57 unique values
0 missing
GATS5enumeric57 unique values
0 missing
ATS3snumeric56 unique values
0 missing
nBMnumeric14 unique values
0 missing
ATS3vnumeric58 unique values
0 missing
Ucnumeric14 unique values
0 missing
ATS4enumeric57 unique values
0 missing
ATS1mnumeric50 unique values
0 missing
ATS4inumeric57 unique values
0 missing
ATSC5snumeric60 unique values
0 missing
ATS4mnumeric56 unique values
0 missing
Chi0_EA.bo.numeric52 unique values
0 missing
ATS4pnumeric59 unique values
0 missing
CIDnumeric43 unique values
0 missing
ATS4vnumeric60 unique values
0 missing
DLS_01numeric4 unique values
0 missing
ATS5enumeric59 unique values
0 missing
Eig05_EA.dm.numeric22 unique values
0 missing
ATS5inumeric57 unique values
0 missing
Eig06_EA.dm.numeric18 unique values
0 missing
ATS5mnumeric56 unique values
0 missing
Eig07_EA.dm.numeric18 unique values
0 missing
ATS5pnumeric56 unique values
0 missing
Eig09_AEA.bo.numeric38 unique values
0 missing
ATS5snumeric60 unique values
0 missing
Eig09_EA.bo.numeric32 unique values
0 missing
ATS5vnumeric57 unique values
0 missing
Eig11_EAnumeric38 unique values
0 missing
ATS6enumeric57 unique values
0 missing
Eig11_EA.ed.numeric46 unique values
0 missing
ATS6inumeric58 unique values
0 missing
Eig12_AEA.dm.numeric37 unique values
0 missing
ATS6mnumeric54 unique values
0 missing
Eig13_AEA.dm.numeric30 unique values
0 missing
ATS6pnumeric58 unique values
0 missing
Eig13_AEA.ri.numeric42 unique values
0 missing
ATS6snumeric52 unique values
0 missing
Eig13_EA.ri.numeric41 unique values
0 missing
ATS6vnumeric58 unique values
0 missing
Eig15_AEA.ri.numeric29 unique values
0 missing
ATS7enumeric58 unique values
0 missing
Eig15_EAnumeric29 unique values
0 missing
ATS7inumeric58 unique values
0 missing
Eig15_EA.ed.numeric33 unique values
0 missing
ATS7mnumeric57 unique values
0 missing
Eig15_EA.ri.numeric32 unique values
0 missing
ATS7pnumeric58 unique values
0 missing
IACnumeric50 unique values
0 missing
ATS7snumeric57 unique values
0 missing
IVDMnumeric43 unique values
0 missing
ATS7vnumeric60 unique values
0 missing
LLS_02numeric7 unique values
0 missing
ATS8enumeric57 unique values
0 missing
LPRSnumeric51 unique values
0 missing
ATS8inumeric57 unique values
0 missing
MWnumeric50 unique values
0 missing
ATS8mnumeric58 unique values
0 missing
SAdonnumeric24 unique values
0 missing
ATS8pnumeric59 unique values
0 missing
SM05_AEA.dm.numeric38 unique values
0 missing
ATS8vnumeric57 unique values
0 missing
SM06_AEA.ri.numeric46 unique values
0 missing
ATSC1inumeric50 unique values
0 missing
SM09_AEA.dm.numeric29 unique values
0 missing
ATSC1pnumeric52 unique values
0 missing
SM10_AEA.ri.numeric33 unique values
0 missing
ATSC1snumeric58 unique values
0 missing
SpAD_AEA.ed.numeric51 unique values
0 missing
ATSC2inumeric54 unique values
0 missing
SpMax7_Bh.m.numeric38 unique values
0 missing
ATSC2pnumeric54 unique values
0 missing
SpMin8_Bh.p.numeric51 unique values
0 missing
ATSC3inumeric57 unique values
0 missing
TIC0numeric50 unique values
0 missing
ATSC3mnumeric58 unique values
0 missing
X1numeric48 unique values
0 missing
ATSC3pnumeric58 unique values
0 missing
X1solnumeric50 unique values
0 missing
ATSC3vnumeric59 unique values
0 missing
Xunumeric51 unique values
0 missing
ATSC4inumeric60 unique values
0 missing
Eig04_AEA.dm.numeric37 unique values
0 missing
ATSC4mnumeric59 unique values
0 missing
piPC03numeric43 unique values
0 missing
ATSC4pnumeric60 unique values
0 missing
Eig09_EA.ed.numeric49 unique values
0 missing
ATSC4vnumeric60 unique values
0 missing
SM04_AEA.ri.numeric49 unique values
0 missing
ATSC5inumeric59 unique values
0 missing
Eig15_AEA.ed.numeric38 unique values
0 missing
ATSC5mnumeric60 unique values
0 missing
GGI2numeric30 unique values
0 missing
ATSC5pnumeric60 unique values
0 missing
SpAD_EA.bo.numeric53 unique values
0 missing
ATSC5vnumeric60 unique values
0 missing
SpMax7_Bh.e.numeric38 unique values
0 missing
ATSC6inumeric60 unique values
0 missing
SpMax7_Bh.i.numeric39 unique values
0 missing
ATSC6mnumeric60 unique values
0 missing
X3solnumeric52 unique values
0 missing
ATSC6pnumeric59 unique values
0 missing
HNarnumeric40 unique values
0 missing
ATSC6snumeric60 unique values
0 missing
X0Anumeric28 unique values
0 missing
ATSC6vnumeric60 unique values
0 missing
Menumeric28 unique values
0 missing
ATSC7enumeric59 unique values
0 missing
SM07_AEA.ed.numeric49 unique values
0 missing
ATSC7inumeric60 unique values
0 missing
SM07_EAnumeric47 unique values
0 missing
ATSC7pnumeric60 unique values
0 missing
SpMin4_Bh.v.numeric40 unique values
0 missing
ATSC7snumeric60 unique values
0 missing
SpMax5_Bh.m.numeric40 unique values
0 missing
ATSC7vnumeric60 unique values
0 missing
MATS4enumeric52 unique values
0 missing
ATSC8inumeric60 unique values
0 missing
N.numeric35 unique values
0 missing
ATSC8mnumeric60 unique values
0 missing
IC3numeric56 unique values
0 missing
ATSC8pnumeric60 unique values
0 missing
nNnumeric18 unique values
0 missing
ATSC8vnumeric60 unique values
0 missing
P_VSA_e_3numeric25 unique values
0 missing
BBInumeric36 unique values
0 missing
P_VSA_i_4numeric27 unique values
0 missing
BIDnumeric30 unique values
0 missing
GATS7enumeric56 unique values
0 missing
C.040numeric12 unique values
0 missing
GATS7snumeric58 unique values
0 missing
C.042numeric3 unique values
0 missing
SpMin5_Bh.v.numeric33 unique values
0 missing
CATS2D_02_DAnumeric14 unique values
0 missing
P_VSA_MR_7numeric10 unique values
0 missing
CATS2D_03_DAnumeric11 unique values
0 missing
P_VSA_p_3numeric53 unique values
0 missing
CATS2D_06_DAnumeric14 unique values
0 missing
P_VSA_v_3numeric53 unique values
0 missing
CATS2D_08_DLnumeric23 unique values
0 missing
SpMin4_Bh.i.numeric42 unique values
0 missing
CATS2D_09_ALnumeric24 unique values
0 missing
MATS5snumeric52 unique values
0 missing
Chi1_EA.bo.numeric53 unique values
0 missing
Eig03_AEA.dm.numeric37 unique values
0 missing
DBInumeric33 unique values
0 missing
C.033numeric4 unique values
0 missing
DLS_03numeric6 unique values
0 missing
CATS2D_00_DDnumeric10 unique values
0 missing
DLS_06numeric6 unique values
0 missing
CATS2D_00_DPnumeric10 unique values
0 missing
Eig04_EA.dm.numeric26 unique values
0 missing
CATS2D_00_PPnumeric10 unique values
0 missing
Eig07_AEA.bo.numeric42 unique values
0 missing
CATS2D_02_APnumeric7 unique values
0 missing
Eig07_AEA.dm.numeric46 unique values
0 missing
CATS2D_02_DLnumeric17 unique values
0 missing
Eig07_AEA.ri.numeric38 unique values
0 missing
CATS2D_05_APnumeric4 unique values
0 missing
Eig07_EAnumeric36 unique values
0 missing
CATS2D_05_DDnumeric6 unique values
0 missing
Eig07_EA.ed.numeric44 unique values
0 missing
CATS2D_06_DPnumeric5 unique values
0 missing
Eig07_EA.ri.numeric38 unique values
0 missing
CATS2D_08_ALnumeric22 unique values
0 missing
Eig08_AEA.bo.numeric32 unique values
0 missing
CATS2D_08_APnumeric6 unique values
0 missing
Eig08_AEA.ed.numeric48 unique values
0 missing
H.048numeric4 unique values
0 missing
Eig08_AEA.ri.numeric45 unique values
0 missing
N.073numeric4 unique values
0 missing
Eig08_EAnumeric43 unique values
0 missing
NaaNHnumeric4 unique values
0 missing
Eig08_EA.ed.numeric48 unique values
0 missing
NsNH2numeric10 unique values
0 missing
Eig08_EA.ri.numeric43 unique values
0 missing
SsNH2numeric21 unique values
0 missing
Eig10_AEA.bo.numeric42 unique values
0 missing
MAXDNnumeric54 unique values
0 missing
Eig10_AEA.ri.numeric41 unique values
0 missing
Eig10_EA.bo.numeric49 unique values
0 missing
Eig10_EA.dm.numeric16 unique values
0 missing
Eig10_EA.ri.numeric42 unique values
0 missing
Eig11_AEA.bo.numeric45 unique values
0 missing
Eig11_AEA.ed.numeric43 unique values
0 missing
Eig11_AEA.ri.numeric38 unique values
0 missing
Eig11_EA.bo.numeric47 unique values
0 missing
Eig11_EA.ri.numeric39 unique values
0 missing
Eig12_AEA.ed.numeric39 unique values
0 missing
Eig12_AEA.ri.numeric49 unique values
0 missing
Eig12_EAnumeric47 unique values
0 missing
Eig12_EA.dm.numeric14 unique values
0 missing
Eig12_EA.ed.numeric46 unique values
0 missing

107 properties

62
Number of instances (rows) of the dataset.
499
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.
498
Number of numeric attributes.
1
Number of nominal attributes.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump
765893.97
Maximum of means among attributes of the numeric type.
Minimal mutual information between the nominal attributes and the target attribute.
1.18
Second quartile (Median) of skewness among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
8.05
Number of attributes divided by the number of instances.
Maximum mutual information between the nominal attributes and the target attribute.
The minimal number of distinct values among attributes of the nominal type.
0
Percentage of binary attributes.
1.13
Second quartile (Median) of standard deviation of attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Number of attributes needed to optimally describe the class (under the assumption of independence among attributes). Equals ClassEntropy divided by MeanMutualInformation.
The maximum number of distinct values among attributes of the nominal type.
-4.65
Minimum skewness among attributes of the numeric type.
0
Percentage of instances having missing values.
Third quartile of entropy among attributes.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 1
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .00001
4.38
Maximum skewness among attributes of the numeric type.
0
Minimum standard deviation of attributes of the numeric type.
0
Percentage of missing values.
4.86
Third quartile of kurtosis among attributes of the numeric type.
-0.49
Average class difference between consecutive instances.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .00001
2194184.14
Maximum standard deviation of attributes of the numeric type.
Percentage of instances belonging to the least frequent class.
99.8
Percentage of numeric attributes.
28.23
Third quartile of means among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .00001
Average entropy of the attributes.
Number of instances belonging to the least frequent class.
0.2
Percentage of nominal attributes.
Third quartile of mutual information between the nominal attributes and the target attribute.
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .0001
2.52
Mean kurtosis among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes
First quartile of entropy among attributes.
2.19
Third quartile of skewness among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.DecisionStump -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .0001
3867.23
Mean of means among attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes
0.04
First quartile of kurtosis among attributes of the numeric type.
19.3
Third quartile of standard deviation of attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .0001
Average mutual information between the nominal attributes and the target attribute.
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes
2.07
First quartile of means among attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Error rate achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Kappa coefficient achieved by the landmarker weka.classifiers.trees.RandomTree -depth 3
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.J48 -C .001
An estimate of the amount of irrelevant information in the attributes regarding the class. Equals (MeanAttributeEntropy - MeanMutualInformation) divided by MeanMutualInformation.
0
Number of binary attributes.
First quartile of mutual information between the nominal attributes and the target attribute.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Kappa coefficient achieved by the landmarker weka.classifiers.bayes.NaiveBayes -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Standard deviation of the number of distinct values among attributes of the nominal type.
Error rate achieved by the landmarker weka.classifiers.trees.J48 -C .001
Average number of distinct values among the attributes of the nominal type.
0.14
First quartile of skewness among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 1
Error rate achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Area Under the ROC Curve achieved by the landmarker weka.classifiers.lazy.IBk
Kappa coefficient achieved by the landmarker weka.classifiers.trees.J48 -C .001
1.08
Mean skewness among attributes of the numeric type.
0.47
First quartile of standard deviation of attributes of the numeric type.
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W
Error rate achieved by the landmarker weka.classifiers.lazy.IBk
Percentage of instances belonging to the most frequent class.
10572.94
Mean standard deviation of attributes of the numeric type.
Second quartile (Median) of entropy among attributes.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Entropy of the target attribute values.
Kappa coefficient achieved by the landmarker weka.classifiers.lazy.IBk
Number of instances belonging to the most frequent class.
Minimal entropy among attributes.
1.43
Second quartile (Median) of kurtosis among attributes of the numeric type.
Kappa coefficient achieved by the landmarker weka.classifiers.trees.REPTree -L 2
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Area Under the ROC Curve achieved by the landmarker weka.classifiers.trees.DecisionStump
Maximum entropy among attributes.
-1.63
Minimum kurtosis among attributes of the numeric type.
4.89
Second quartile (Median) of means among attributes of the numeric type.
Error rate achieved by the landmarker weka.classifiers.trees.REPTree -L 3
Error rate achieved by the landmarker weka.classifiers.trees.DecisionStump
26.07
Maximum kurtosis among attributes of the numeric type.
-5.08
Minimum of means among attributes of the numeric type.
Second quartile (Median) of mutual information between the nominal attributes and the target attribute.

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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