@relation lymphography-weka.filters.supervised.attribute.Discretize-Rfirst-last

@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 {'\'(-inf-1.5]\'','\'(1.5-inf)\''}
@attribute lym_nodes_enlar {'\'(-inf-2.5]\'','\'(2.5-inf)\''}
@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 {'\'(-inf-3.5]\'','\'(3.5-inf)\''}
@attribute class {normal,metastases,malign_lymph,fibrosis}

@data

arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,stripped,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,yes,yes,yes,no,'\'(1.5-inf)\'','\'(-inf-2.5]\'',bean,lacunar,no,diluted,vesicles,no,no,'\'(3.5-inf)\'',fibrosis
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,drop_like,vesicles,no,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,faint,vesicles,no,no,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,faint,chalices,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_central,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lacunar,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lac_central,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lac_margin,faint,chalices,no,no,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,no,no,no,'\'(1.5-inf)\'','\'(-inf-2.5]\'',round,lac_central,lacunar,faint,no,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,coarse,vesicles,no,yes,'\'(3.5-inf)\'',malign_lymph
deformed,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,diluted,no,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,yes,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',metastases
displaced,yes,no,no,yes,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,grainy,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lac_central,stripped,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,reticular,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lacunar,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,coarse,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lac_central,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,faint,chalices,no,yes,'\'(3.5-inf)\'',metastases
deformed,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,grainy,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,drop_like,vesicles,yes,no,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,coarse,vesicles,no,yes,'\'(3.5-inf)\'',malign_lymph
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',bean,lacunar,lacunar,drop_like,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,faint,vesicles,no,yes,'\'(3.5-inf)\'',malign_lymph
displaced,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,drop_like,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lac_central,grainy,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,drop_like,no,no,no,'\'(-inf-3.5]\'',malign_lymph
displaced,no,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_central,diluted,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lac_margin,diluted,no,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,yes,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,coarse,chalices,no,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,yes,yes,yes,yes,no,'\'(1.5-inf)\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',fibrosis
displaced,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lacunar,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,yes,yes,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lac_margin,drop_like,chalices,no,no,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,coarse,vesicles,no,no,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',bean,no,no,drop_like,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,no,stripped,no,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,yes,yes,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,chalices,no,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,yes,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lacunar,lac_margin,coarse,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',metastases
displaced,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_central,faint,no,no,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,faint,no,no,no,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,no,no,yes,'\'(1.5-inf)\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,faint,vesicles,no,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,yes,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,coarse,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,yes,yes,yes,no,'\'(1.5-inf)\'','\'(-inf-2.5]\'',bean,lac_central,lacunar,diluted,vesicles,no,yes,'\'(3.5-inf)\'',fibrosis
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,drop_like,chalices,no,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,grainy,no,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_central,lac_margin,coarse,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,reticular,vesicles,no,yes,'\'(3.5-inf)\'',metastases
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lacunar,faint,no,yes,no,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,no,vesicles,no,no,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,coarse,chalices,no,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,yes,yes,yes,yes,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_central,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lac_margin,coarse,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,coarse,no,yes,no,'\'(-inf-3.5]\'',metastases
displaced,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,diluted,chalices,no,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,grainy,chalices,yes,no,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,grainy,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,yes,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,vesicles,no,no,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_margin,lac_margin,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
displaced,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,coarse,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,drop_like,chalices,no,no,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,grainy,no,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,yes,yes,yes,yes,yes,'\'(1.5-inf)\'','\'(-inf-2.5]\'',bean,lacunar,lacunar,faint,no,yes,yes,'\'(3.5-inf)\'',fibrosis
displaced,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,stripped,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,yes,yes,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_margin,lac_margin,coarse,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_central,faint,chalices,no,yes,'\'(-inf-3.5]\'',malign_lymph
displaced,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lac_margin,grainy,chalices,no,no,'\'(-inf-3.5]\'',metastases
arched,yes,yes,no,yes,yes,yes,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,diluted,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_central,grainy,vesicles,yes,no,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_central,diluted,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,faint,chalices,no,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,yes,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,faint,chalices,no,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,grainy,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lac_central,drop_like,chalices,yes,no,'\'(-inf-3.5]\'',malign_lymph
deformed,yes,no,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,grainy,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_central,faint,vesicles,no,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lacunar,coarse,chalices,no,no,'\'(-inf-3.5]\'',metastases
arched,yes,yes,no,yes,yes,yes,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,yes,no,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,drop_like,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,faint,chalices,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,diluted,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_margin,lac_margin,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,diluted,vesicles,no,no,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_central,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
displaced,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lac_central,stripped,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_central,lacunar,coarse,no,no,no,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_central,faint,no,yes,yes,'\'(-inf-3.5]\'',malign_lymph
displaced,yes,yes,yes,yes,yes,yes,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,stripped,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,no,drop_like,no,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,coarse,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
displaced,yes,yes,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,drop_like,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,diluted,no,no,no,'\'(-inf-3.5]\'',metastases
normal,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,no,no,grainy,no,no,no,'\'(-inf-3.5]\'',normal
arched,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,yes,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lacunar,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,no,yes,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,diluted,chalices,no,yes,'\'(-inf-3.5]\'',metastases
arched,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,yes,no,yes,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lac_margin,lac_central,diluted,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,chalices,no,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_central,grainy,chalices,yes,no,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,diluted,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,drop_like,vesicles,no,no,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
arched,yes,yes,yes,yes,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lacunar,faint,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
normal,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',bean,no,no,no,no,no,no,'\'(-inf-3.5]\'',normal
arched,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,drop_like,no,no,no,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,diluted,chalices,yes,no,'\'(-inf-3.5]\'',metastases
displaced,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,coarse,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,coarse,chalices,yes,no,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_margin,drop_like,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lac_margin,drop_like,chalices,yes,no,'\'(-inf-3.5]\'',malign_lymph
deformed,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,diluted,no,no,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,faint,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,diluted,no,no,no,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,coarse,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lacunar,faint,no,no,no,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,drop_like,no,yes,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lac_margin,lac_margin,drop_like,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
arched,yes,no,no,no,yes,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lacunar,lac_margin,diluted,chalices,no,yes,'\'(-inf-3.5]\'',metastases
displaced,yes,yes,yes,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lac_central,stripped,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
displaced,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',round,lacunar,lac_margin,grainy,vesicles,yes,yes,'\'(3.5-inf)\'',metastases
deformed,yes,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,coarse,vesicles,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,yes,yes,no,yes,no,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_margin,lac_margin,faint,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
arched,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lacunar,lac_margin,coarse,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,yes,yes,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_margin,lac_margin,faint,vesicles,no,yes,'\'(-inf-3.5]\'',metastases
displaced,no,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lacunar,lacunar,coarse,chalices,yes,yes,'\'(-inf-3.5]\'',metastases
deformed,no,no,no,no,yes,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',round,lac_central,lacunar,coarse,vesicles,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,no,no,yes,yes,no,yes,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,diluted,chalices,yes,yes,'\'(3.5-inf)\'',malign_lymph
deformed,yes,no,no,no,no,no,yes,'\'(-inf-1.5]\'','\'(2.5-inf)\'',oval,lacunar,lac_central,faint,vesicles,yes,yes,'\'(-inf-3.5]\'',malign_lymph
arched,no,no,no,no,no,no,no,'\'(-inf-1.5]\'','\'(-inf-2.5]\'',oval,lac_central,lac_margin,faint,chalices,yes,yes,'\'(-inf-3.5]\'',metastases