% Relabeled values in attribute 'class'%    From: '1'                     To: normal              %    From: '2'                     To: metastases          %    From: '3'                     To: malign_lymph        %    From: '4'                     To: fibrosis            %@relation lymphography@attribute 'lymphatics' { normal, arched, deformed, displaced}@attribute 'block_of_affere' { no, yes}@attribute 'bl_of_lymph_c' { no, yes}@attribute 'bl_of_lymph_s' { no, yes}@attribute 'by_pass' { no, yes}@attribute 'extravasates' { no, yes}@attribute 'regeneration_of' { no, yes}@attribute 'early_uptake_in' { no, yes}@attribute 'lym_nodes_dimin' integer@attribute 'lym_nodes_enlar' integer@attribute 'changes_in_lym' { bean, oval, round}@attribute 'defect_in_node' { no, lacunar, lac_margin, lac_central}@attribute 'changes_in_node' { no, lacunar, lac_margin, lac_central}@attribute 'changes_in_stru' { no, grainy, drop_like, coarse, diluted, reticular, stripped, faint}@attribute 'special_forms' { no, chalices, vesicles}@attribute 'dislocation_of' { no, yes}@attribute 'exclusion_of_no' { no, yes}@attribute 'no_of_nodes_in' integer@attribute 'class' { normal, metastases, malign_lymph, fibrosis}@dataarched,yes,no,no,no,no,no,yes,1,4,round,lac_central,lacunar,stripped,vesicles,yes,yes,5,malign_lymphdisplaced,yes,no,no,yes,yes,no,yes,1,3,round,lac_central,lacunar,diluted,vesicles,yes,yes,3,malign_lymphdeformed,no,no,no,yes,yes,yes,no,3,1,bean,lacunar,no,diluted,vesicles,no,no,7,fibrosisarched,no,no,no,no,yes,no,yes,1,2,oval,lac_margin,lac_margin,drop_like,vesicles,no,yes,1,malign_lympharched,no,no,no,no,no,no,no,1,2,round,lac_margin,lac_margin,faint,vesicles,no,no,1,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lac_central,lacunar,faint,vesicles,yes,yes,3,malign_lymphdeformed,no,no,no,no,no,no,no,1,2,oval,lac_central,lacunar,faint,chalices,yes,yes,1,malign_lymphdeformed,no,no,no,no,no,no,yes,1,4,round,lac_margin,lac_central,diluted,vesicles,yes,yes,3,malign_lympharched,no,no,no,no,no,no,yes,1,3,oval,lac_central,lacunar,faint,vesicles,yes,yes,4,malign_lymphdisplaced,no,no,no,no,no,no,yes,1,3,oval,lac_central,lac_central,faint,vesicles,yes,yes,1,malign_lympharched,yes,no,no,no,no,no,yes,1,2,round,lacunar,lac_margin,faint,chalices,no,no,1,metastasesdisplaced,no,no,no,no,no,no,no,2,1,round,lac_central,lacunar,faint,no,yes,yes,1,metastasesdeformed,no,no,no,no,yes,no,yes,1,3,round,lac_central,lac_central,coarse,vesicles,no,yes,6,malign_lymphdeformed,no,no,no,no,no,no,no,1,2,oval,lac_central,lac_margin,diluted,no,yes,yes,1,metastasesdeformed,yes,yes,yes,yes,yes,no,yes,1,2,round,lac_margin,lac_margin,coarse,vesicles,yes,yes,7,metastasesdisplaced,yes,no,no,yes,no,no,yes,1,3,round,lac_margin,lac_margin,grainy,chalices,yes,yes,3,metastasesdisplaced,no,no,no,no,no,no,yes,1,4,oval,lacunar,lac_central,stripped,vesicles,yes,yes,7,malign_lympharched,no,no,no,no,no,no,yes,1,3,oval,lacunar,lacunar,reticular,vesicles,yes,yes,6,malign_lymphdisplaced,no,no,no,no,no,no,yes,1,4,oval,lac_central,lacunar,faint,vesicles,yes,yes,6,malign_lymphdeformed,yes,no,no,no,yes,no,no,1,2,oval,lac_central,lac_margin,coarse,no,yes,yes,2,metastasesarched,no,no,no,no,no,no,yes,1,3,oval,lac_central,lac_central,coarse,vesicles,yes,yes,5,malign_lympharched,yes,no,no,no,no,no,yes,1,4,round,lac_central,lacunar,faint,chalices,no,yes,4,metastasesdeformed,yes,no,no,no,yes,no,yes,1,2,round,lac_margin,lac_margin,grainy,chalices,yes,yes,3,metastasesdisplaced,no,no,no,no,no,no,yes,1,2,oval,lac_margin,lac_margin,drop_like,vesicles,yes,no,1,malign_lympharched,no,no,no,no,yes,no,yes,1,3,oval,lacunar,lacunar,coarse,vesicles,no,yes,5,malign_lympharched,yes,no,no,no,yes,no,yes,1,3,round,lac_margin,lac_margin,faint,vesicles,yes,yes,4,malign_lympharched,no,no,no,no,no,no,no,1,1,bean,lacunar,lacunar,drop_like,no,yes,yes,1,metastasesarched,yes,no,no,no,no,no,yes,1,3,oval,lacunar,lacunar,faint,vesicles,no,yes,5,malign_lymphdisplaced,yes,no,no,no,no,no,yes,1,2,oval,lacunar,lac_margin,drop_like,chalices,yes,yes,1,metastasesdeformed,no,no,no,no,yes,no,yes,1,4,oval,lac_central,lac_central,grainy,vesicles,yes,yes,3,malign_lympharched,no,no,no,no,yes,no,no,1,2,oval,lacunar,lacunar,drop_like,no,no,no,1,malign_lymphdisplaced,no,no,no,yes,yes,no,yes,1,3,round,lac_margin,lac_central,diluted,vesicles,yes,yes,4,malign_lympharched,yes,yes,no,yes,yes,no,yes,1,3,oval,lac_central,lac_margin,diluted,no,yes,yes,3,metastasesdeformed,yes,no,no,no,no,no,yes,1,2,round,lac_margin,lac_margin,faint,chalices,yes,yes,1,metastasesarched,yes,yes,no,yes,yes,no,no,1,2,oval,lac_margin,lac_margin,coarse,chalices,no,yes,1,metastasesdeformed,yes,yes,yes,yes,yes,yes,no,2,2,oval,lac_central,lacunar,coarse,vesicles,yes,yes,7,fibrosisdisplaced,no,no,no,no,yes,no,yes,1,3,round,lac_central,lacunar,coarse,vesicles,yes,yes,4,malign_lympharched,no,no,no,no,yes,no,yes,1,3,round,lacunar,lacunar,coarse,vesicles,yes,yes,6,malign_lympharched,yes,yes,no,no,yes,no,no,1,2,round,lacunar,lac_margin,drop_like,chalices,no,no,1,metastasesarched,yes,no,no,yes,yes,no,no,1,3,round,lac_central,lac_margin,coarse,vesicles,no,no,1,metastasesarched,no,no,no,no,no,no,no,1,1,bean,no,no,drop_like,no,yes,yes,1,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lacunar,no,stripped,no,yes,yes,2,malign_lympharched,yes,no,no,no,yes,no,yes,1,2,round,lac_margin,lac_margin,diluted,vesicles,yes,yes,2,metastasesdisplaced,no,no,no,no,yes,no,yes,1,4,round,lac_central,lacunar,diluted,vesicles,yes,yes,2,malign_lymphdeformed,yes,yes,no,no,yes,no,no,1,2,round,lac_margin,lac_margin,diluted,chalices,no,yes,2,metastasesdisplaced,yes,yes,no,no,yes,no,yes,1,2,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,2,metastasesdeformed,yes,no,no,yes,yes,no,yes,1,3,round,lacunar,lac_margin,coarse,chalices,yes,yes,2,metastasesarched,yes,yes,no,yes,yes,no,yes,1,3,round,lac_central,lac_margin,coarse,vesicles,yes,yes,6,metastasesdisplaced,yes,yes,no,yes,yes,no,yes,1,3,round,lac_central,lac_margin,faint,chalices,yes,yes,3,metastasesdisplaced,yes,no,no,no,no,no,yes,1,2,oval,lacunar,lac_central,faint,no,no,yes,2,malign_lymphdeformed,no,no,no,no,no,no,yes,1,3,oval,lacunar,lacunar,faint,no,no,no,1,metastasesdeformed,no,no,no,no,no,no,yes,2,1,oval,lacunar,lacunar,faint,vesicles,no,yes,8,malign_lymphdeformed,yes,yes,no,yes,yes,no,no,1,3,round,lac_central,lac_margin,coarse,chalices,yes,yes,3,metastasesdeformed,no,no,no,yes,yes,yes,no,3,1,bean,lac_central,lacunar,diluted,vesicles,no,yes,4,fibrosisarched,yes,no,no,no,no,no,yes,1,3,round,lac_margin,lac_margin,drop_like,chalices,no,yes,1,metastasesdeformed,no,no,no,no,no,no,yes,1,2,oval,lacunar,lac_margin,grainy,no,yes,yes,1,metastasesdeformed,yes,no,no,no,yes,no,yes,1,3,oval,lac_central,lac_margin,coarse,chalices,yes,yes,2,metastasesarched,no,no,no,no,no,no,yes,1,3,round,lac_margin,lac_margin,reticular,vesicles,no,yes,4,metastasesarched,no,no,no,no,no,no,no,1,2,round,lacunar,lacunar,faint,no,yes,no,1,metastasesdeformed,yes,no,no,no,yes,no,yes,1,2,oval,lacunar,lacunar,no,vesicles,no,no,1,metastasesarched,yes,no,no,no,yes,no,yes,1,2,round,lac_margin,lac_margin,diluted,vesicles,yes,yes,1,metastasesarched,yes,no,no,no,yes,no,yes,1,2,oval,lac_margin,lac_margin,coarse,chalices,no,yes,1,metastasesdeformed,yes,yes,yes,yes,yes,yes,yes,1,4,round,lac_margin,lac_central,faint,vesicles,yes,yes,7,malign_lymphdeformed,yes,yes,no,yes,yes,no,yes,1,3,oval,lacunar,lac_margin,coarse,no,yes,yes,1,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lacunar,lacunar,coarse,no,yes,no,2,metastasesdisplaced,yes,no,no,no,yes,no,no,1,2,oval,lac_margin,lac_margin,diluted,chalices,no,yes,1,metastasesarched,yes,no,no,no,no,no,yes,1,3,round,lac_margin,lac_margin,grainy,chalices,yes,no,1,metastasesarched,yes,no,no,no,no,no,yes,1,2,oval,lac_margin,lac_margin,grainy,vesicles,yes,yes,2,metastasesdeformed,no,no,no,yes,no,no,yes,1,2,round,lac_margin,lac_margin,diluted,vesicles,no,no,1,metastasesdeformed,no,no,no,no,yes,no,no,1,3,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,2,malign_lymphdisplaced,yes,no,no,yes,yes,no,yes,1,4,round,lac_central,lac_margin,coarse,chalices,yes,yes,2,metastasesdisplaced,yes,no,no,no,no,no,yes,1,2,oval,lacunar,lacunar,drop_like,chalices,no,no,1,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lac_central,lacunar,grainy,no,yes,yes,1,metastasesdeformed,yes,yes,yes,yes,yes,yes,yes,3,1,bean,lacunar,lacunar,faint,no,yes,yes,4,fibrosisdisplaced,yes,no,no,no,yes,no,yes,1,4,round,lac_margin,lac_margin,stripped,vesicles,yes,yes,3,malign_lymphdeformed,yes,yes,no,no,yes,no,no,1,3,oval,lac_margin,lac_margin,coarse,vesicles,no,yes,2,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lac_central,lac_central,faint,chalices,no,yes,2,malign_lymphdisplaced,yes,no,no,no,yes,no,no,1,2,round,lacunar,lac_margin,grainy,chalices,no,no,1,metastasesarched,yes,yes,no,yes,yes,yes,yes,1,3,round,lac_central,lac_central,diluted,vesicles,yes,yes,5,malign_lymphdeformed,no,no,no,no,no,no,yes,1,2,oval,lac_central,lac_central,grainy,vesicles,yes,no,1,malign_lympharched,yes,no,no,no,yes,no,yes,1,2,oval,lac_central,lac_central,diluted,vesicles,yes,yes,1,metastasesarched,no,no,no,no,yes,no,yes,1,2,oval,lacunar,lacunar,faint,chalices,no,yes,2,malign_lympharched,yes,yes,no,no,no,no,yes,1,2,oval,lac_central,lac_margin,faint,chalices,yes,yes,2,metastasesarched,no,no,no,no,no,no,no,1,2,oval,lacunar,lac_margin,faint,chalices,no,yes,1,metastasesarched,yes,no,no,no,no,no,no,1,2,round,lac_margin,lac_margin,grainy,chalices,yes,yes,1,metastasesdisplaced,no,no,no,no,no,no,yes,1,3,oval,lacunar,lac_central,drop_like,chalices,yes,no,1,malign_lymphdeformed,yes,no,no,yes,yes,no,no,1,2,oval,lac_central,lac_margin,grainy,no,yes,yes,3,metastasesarched,yes,no,no,no,yes,no,yes,1,4,round,lac_central,lac_central,faint,vesicles,yes,yes,7,malign_lymphdeformed,yes,no,no,no,yes,no,yes,1,2,oval,lacunar,lac_central,faint,vesicles,no,yes,3,malign_lympharched,yes,no,no,no,yes,no,yes,1,2,round,lacunar,lacunar,coarse,chalices,no,no,2,metastasesarched,yes,yes,no,yes,yes,yes,yes,1,4,oval,lacunar,lacunar,coarse,vesicles,yes,yes,6,malign_lymphdisplaced,yes,no,no,yes,yes,no,no,1,1,round,lac_margin,lac_margin,drop_like,vesicles,yes,yes,3,metastasesarched,no,no,no,no,no,no,yes,1,2,oval,lacunar,lacunar,faint,chalices,yes,yes,1,malign_lympharched,no,no,no,no,no,no,yes,1,4,round,lac_central,lac_central,diluted,vesicles,yes,yes,5,malign_lympharched,no,no,no,no,no,no,yes,1,3,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,3,malign_lymphdeformed,no,no,no,no,yes,no,yes,1,4,oval,lacunar,lacunar,coarse,vesicles,yes,yes,7,malign_lympharched,no,no,no,no,no,no,yes,1,2,oval,lac_margin,lac_margin,diluted,vesicles,no,no,2,malign_lympharched,yes,no,no,no,yes,no,yes,1,3,round,lac_margin,lac_central,faint,vesicles,yes,yes,2,malign_lymphdisplaced,no,no,no,no,yes,no,yes,1,4,oval,lacunar,lac_central,stripped,vesicles,yes,yes,2,malign_lymphdeformed,yes,no,no,no,yes,no,no,1,2,round,lac_central,lacunar,coarse,no,no,no,1,metastasesarched,no,no,no,no,yes,no,yes,1,2,oval,lacunar,lac_central,faint,no,yes,yes,2,malign_lymphdisplaced,yes,yes,yes,yes,yes,yes,yes,1,4,round,lac_central,lac_central,stripped,vesicles,yes,yes,8,malign_lymphdisplaced,yes,no,no,no,yes,no,no,1,3,round,lac_central,lac_margin,faint,vesicles,yes,yes,2,metastasesdisplaced,yes,yes,no,yes,yes,no,yes,1,1,oval,lacunar,no,drop_like,no,yes,yes,2,malign_lymphdeformed,no,no,no,no,yes,no,yes,1,2,oval,lac_central,lac_margin,faint,chalices,yes,yes,1,malign_lymphdeformed,no,no,no,no,no,no,yes,1,2,oval,lac_central,lacunar,coarse,vesicles,yes,yes,3,malign_lymphdisplaced,yes,yes,no,no,no,no,yes,1,2,oval,lacunar,lac_margin,drop_like,chalices,yes,yes,2,metastasesdeformed,yes,no,no,no,no,no,no,1,2,oval,lac_margin,lac_margin,diluted,no,no,no,1,metastasesnormal,no,no,no,no,yes,no,yes,1,2,oval,no,no,grainy,no,no,no,2,normalarched,yes,no,no,no,yes,no,yes,1,3,round,lac_central,lacunar,faint,vesicles,yes,yes,2,malign_lympharched,yes,no,no,yes,yes,no,no,1,2,oval,lac_central,lacunar,faint,vesicles,yes,yes,1,metastasesdeformed,no,no,no,no,no,yes,no,1,2,oval,lac_central,lac_margin,diluted,chalices,no,yes,1,metastasesarched,yes,yes,no,yes,yes,no,yes,1,3,round,lac_margin,lac_margin,faint,vesicles,yes,yes,2,metastasesdisplaced,no,no,no,yes,no,yes,yes,1,3,oval,lac_margin,lac_central,diluted,vesicles,yes,yes,7,malign_lympharched,yes,no,no,no,no,no,yes,1,2,round,lac_margin,lac_margin,diluted,chalices,no,yes,1,metastasesdeformed,yes,yes,no,yes,yes,no,yes,1,2,round,lac_margin,lac_central,grainy,chalices,yes,no,1,metastasesarched,yes,no,no,no,no,no,no,1,2,oval,lac_margin,lac_margin,diluted,chalices,yes,yes,1,metastasesdeformed,yes,no,no,no,no,no,no,1,2,oval,lac_margin,lac_margin,drop_like,vesicles,no,no,2,metastasesarched,yes,no,no,no,no,no,yes,1,2,round,lac_margin,lac_margin,diluted,vesicles,no,yes,1,metastasesarched,yes,yes,yes,yes,yes,no,no,1,2,oval,lac_central,lac_margin,faint,chalices,yes,yes,3,metastasesarched,no,no,no,no,no,no,yes,1,3,oval,lacunar,lacunar,faint,vesicles,yes,yes,5,malign_lymphnormal,no,no,no,no,no,no,no,1,1,bean,no,no,no,no,no,no,1,normalarched,yes,no,no,no,no,no,no,1,1,oval,lacunar,lac_margin,drop_like,no,no,no,1,metastasesdeformed,yes,no,no,no,no,no,yes,1,2,round,lac_margin,lac_margin,diluted,chalices,yes,no,1,metastasesdisplaced,yes,no,no,yes,yes,no,yes,1,3,round,lac_central,lac_margin,coarse,vesicles,yes,yes,2,metastasesdisplaced,yes,no,no,no,no,no,no,1,4,round,lac_margin,lac_margin,coarse,chalices,yes,no,1,metastasesdisplaced,no,no,no,no,yes,no,yes,1,4,round,lac_central,lac_margin,drop_like,vesicles,yes,yes,5,malign_lympharched,no,no,no,no,no,no,no,1,2,round,lacunar,lac_margin,drop_like,chalices,yes,no,1,malign_lymphdeformed,no,no,no,no,no,no,no,1,2,oval,lacunar,lacunar,diluted,no,no,yes,2,malign_lympharched,yes,no,no,no,no,no,yes,1,2,oval,lacunar,lac_margin,faint,vesicles,no,yes,1,metastasesdeformed,yes,no,no,no,no,no,yes,1,2,oval,lacunar,lacunar,diluted,no,no,no,1,metastasesdeformed,no,no,no,no,no,no,no,1,2,round,lac_margin,lac_margin,coarse,vesicles,no,yes,2,metastasesarched,no,no,no,no,no,no,no,1,2,oval,lacunar,lacunar,faint,no,no,no,1,metastasesarched,no,no,no,no,yes,no,yes,1,3,round,lac_central,lacunar,faint,vesicles,yes,yes,3,malign_lympharched,no,no,no,no,no,no,no,1,1,oval,lacunar,lac_margin,drop_like,no,yes,yes,1,metastasesarched,yes,no,no,no,no,no,no,1,2,round,lac_margin,lac_margin,drop_like,vesicles,no,yes,1,metastasesarched,yes,no,no,no,yes,no,no,1,2,oval,lacunar,lac_margin,diluted,chalices,no,yes,2,metastasesdisplaced,yes,yes,yes,yes,yes,no,yes,1,4,round,lac_central,lac_central,stripped,vesicles,yes,yes,6,malign_lymphdisplaced,yes,no,no,yes,yes,no,yes,1,2,round,lacunar,lac_margin,grainy,vesicles,yes,yes,4,metastasesdeformed,yes,no,no,no,yes,no,yes,1,3,round,lac_margin,lac_margin,coarse,vesicles,yes,yes,1,metastasesdeformed,yes,yes,no,yes,no,no,yes,1,2,oval,lac_margin,lac_margin,faint,vesicles,no,yes,1,metastasesarched,no,no,no,no,no,no,yes,1,3,round,lacunar,lac_margin,coarse,vesicles,yes,yes,2,malign_lympharched,yes,yes,no,yes,yes,no,yes,1,3,round,lac_margin,lac_margin,faint,vesicles,no,yes,2,metastasesdisplaced,no,no,no,no,no,no,yes,1,3,round,lacunar,lacunar,coarse,chalices,yes,yes,2,metastasesdeformed,no,no,no,no,yes,no,yes,1,4,round,lac_central,lacunar,coarse,vesicles,yes,yes,6,malign_lymphdeformed,yes,no,no,yes,yes,no,yes,1,2,oval,lac_central,lac_margin,diluted,chalices,yes,yes,4,malign_lymphdeformed,yes,no,no,no,no,no,yes,1,3,oval,lacunar,lac_central,faint,vesicles,yes,yes,3,malign_lympharched,no,no,no,no,no,no,no,1,1,oval,lac_central,lac_margin,faint,chalices,yes,yes,2,metastases