@relation lymphography-weka.filters.unsupervised.attribute.Remove-R19-19-weka.filters.unsupervised.instance.Normalize-N1.0-L2.0

@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 numeric
@attribute lym_nodes_enlar numeric
@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 numeric

@data

arched,yes,no,no,no,no,no,yes,0.154303,0.617213,round,lac_central,lacunar,stripped,vesicles,yes,yes,0.771517
displaced,yes,no,no,yes,yes,no,yes,0.229416,0.688247,round,lac_central,lacunar,diluted,vesicles,yes,yes,0.688247
deformed,no,no,no,yes,yes,yes,no,0.390567,0.130189,bean,lacunar,no,diluted,vesicles,no,no,0.911322
arched,no,no,no,no,yes,no,yes,0.408248,0.816497,oval,lac_margin,lac_margin,drop_like,vesicles,no,yes,0.408248
arched,no,no,no,no,no,no,no,0.408248,0.816497,round,lac_margin,lac_margin,faint,vesicles,no,no,0.408248
arched,no,no,no,no,no,no,yes,0.267261,0.534522,oval,lac_central,lacunar,faint,vesicles,yes,yes,0.801784
deformed,no,no,no,no,no,no,no,0.408248,0.816497,oval,lac_central,lacunar,faint,chalices,yes,yes,0.408248
deformed,no,no,no,no,no,no,yes,0.196116,0.784465,round,lac_margin,lac_central,diluted,vesicles,yes,yes,0.588348
arched,no,no,no,no,no,no,yes,0.196116,0.588348,oval,lac_central,lacunar,faint,vesicles,yes,yes,0.784465
displaced,no,no,no,no,no,no,yes,0.301511,0.904534,oval,lac_central,lac_central,faint,vesicles,yes,yes,0.301511
arched,yes,no,no,no,no,no,yes,0.408248,0.816497,round,lacunar,lac_margin,faint,chalices,no,no,0.408248
displaced,no,no,no,no,no,no,no,0.816497,0.408248,round,lac_central,lacunar,faint,no,yes,yes,0.408248
deformed,no,no,no,no,yes,no,yes,0.147442,0.442326,round,lac_central,lac_central,coarse,vesicles,no,yes,0.884652
deformed,no,no,no,no,no,no,no,0.408248,0.816497,oval,lac_central,lac_margin,diluted,no,yes,yes,0.408248
deformed,yes,yes,yes,yes,yes,no,yes,0.136083,0.272166,round,lac_margin,lac_margin,coarse,vesicles,yes,yes,0.952579
displaced,yes,no,no,yes,no,no,yes,0.229416,0.688247,round,lac_margin,lac_margin,grainy,chalices,yes,yes,0.688247
displaced,no,no,no,no,no,no,yes,0.123091,0.492366,oval,lacunar,lac_central,stripped,vesicles,yes,yes,0.86164
arched,no,no,no,no,no,no,yes,0.147442,0.442326,oval,lacunar,lacunar,reticular,vesicles,yes,yes,0.884652
displaced,no,no,no,no,no,no,yes,0.137361,0.549442,oval,lac_central,lacunar,faint,vesicles,yes,yes,0.824163
deformed,yes,no,no,no,yes,no,no,0.333333,0.666667,oval,lac_central,lac_margin,coarse,no,yes,yes,0.666667
arched,no,no,no,no,no,no,yes,0.169031,0.507093,oval,lac_central,lac_central,coarse,vesicles,yes,yes,0.845154
arched,yes,no,no,no,no,no,yes,0.174078,0.696311,round,lac_central,lacunar,faint,chalices,no,yes,0.696311
deformed,yes,no,no,no,yes,no,yes,0.267261,0.534522,round,lac_margin,lac_margin,grainy,chalices,yes,yes,0.801784
displaced,no,no,no,no,no,no,yes,0.408248,0.816497,oval,lac_margin,lac_margin,drop_like,vesicles,yes,no,0.408248
arched,no,no,no,no,yes,no,yes,0.169031,0.507093,oval,lacunar,lacunar,coarse,vesicles,no,yes,0.845154
arched,yes,no,no,no,yes,no,yes,0.196116,0.588348,round,lac_margin,lac_margin,faint,vesicles,yes,yes,0.784465
arched,no,no,no,no,no,no,no,0.57735,0.57735,bean,lacunar,lacunar,drop_like,no,yes,yes,0.57735
arched,yes,no,no,no,no,no,yes,0.169031,0.507093,oval,lacunar,lacunar,faint,vesicles,no,yes,0.845154
displaced,yes,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lac_margin,drop_like,chalices,yes,yes,0.408248
deformed,no,no,no,no,yes,no,yes,0.196116,0.784465,oval,lac_central,lac_central,grainy,vesicles,yes,yes,0.588348
arched,no,no,no,no,yes,no,no,0.408248,0.816497,oval,lacunar,lacunar,drop_like,no,no,no,0.408248
displaced,no,no,no,yes,yes,no,yes,0.196116,0.588348,round,lac_margin,lac_central,diluted,vesicles,yes,yes,0.784465
arched,yes,yes,no,yes,yes,no,yes,0.229416,0.688247,oval,lac_central,lac_margin,diluted,no,yes,yes,0.688247
deformed,yes,no,no,no,no,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,faint,chalices,yes,yes,0.408248
arched,yes,yes,no,yes,yes,no,no,0.408248,0.816497,oval,lac_margin,lac_margin,coarse,chalices,no,yes,0.408248
deformed,yes,yes,yes,yes,yes,yes,no,0.264906,0.264906,oval,lac_central,lacunar,coarse,vesicles,yes,yes,0.927173
displaced,no,no,no,no,yes,no,yes,0.196116,0.588348,round,lac_central,lacunar,coarse,vesicles,yes,yes,0.784465
arched,no,no,no,no,yes,no,yes,0.147442,0.442326,round,lacunar,lacunar,coarse,vesicles,yes,yes,0.884652
arched,yes,yes,no,no,yes,no,no,0.408248,0.816497,round,lacunar,lac_margin,drop_like,chalices,no,no,0.408248
arched,yes,no,no,yes,yes,no,no,0.301511,0.904534,round,lac_central,lac_margin,coarse,vesicles,no,no,0.301511
arched,no,no,no,no,no,no,no,0.57735,0.57735,bean,no,no,drop_like,no,yes,yes,0.57735
arched,no,no,no,no,no,no,yes,0.333333,0.666667,oval,lacunar,no,stripped,no,yes,yes,0.666667
arched,yes,no,no,no,yes,no,yes,0.333333,0.666667,round,lac_margin,lac_margin,diluted,vesicles,yes,yes,0.666667
displaced,no,no,no,no,yes,no,yes,0.218218,0.872872,round,lac_central,lacunar,diluted,vesicles,yes,yes,0.436436
deformed,yes,yes,no,no,yes,no,no,0.333333,0.666667,round,lac_margin,lac_margin,diluted,chalices,no,yes,0.666667
displaced,yes,yes,no,no,yes,no,yes,0.333333,0.666667,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,0.666667
deformed,yes,no,no,yes,yes,no,yes,0.267261,0.801784,round,lacunar,lac_margin,coarse,chalices,yes,yes,0.534522
arched,yes,yes,no,yes,yes,no,yes,0.147442,0.442326,round,lac_central,lac_margin,coarse,vesicles,yes,yes,0.884652
displaced,yes,yes,no,yes,yes,no,yes,0.229416,0.688247,round,lac_central,lac_margin,faint,chalices,yes,yes,0.688247
displaced,yes,no,no,no,no,no,yes,0.333333,0.666667,oval,lacunar,lac_central,faint,no,no,yes,0.666667
deformed,no,no,no,no,no,no,yes,0.301511,0.904534,oval,lacunar,lacunar,faint,no,no,no,0.301511
deformed,no,no,no,no,no,no,yes,0.240772,0.120386,oval,lacunar,lacunar,faint,vesicles,no,yes,0.963087
deformed,yes,yes,no,yes,yes,no,no,0.229416,0.688247,round,lac_central,lac_margin,coarse,chalices,yes,yes,0.688247
deformed,no,no,no,yes,yes,yes,no,0.588348,0.196116,bean,lac_central,lacunar,diluted,vesicles,no,yes,0.784465
arched,yes,no,no,no,no,no,yes,0.301511,0.904534,round,lac_margin,lac_margin,drop_like,chalices,no,yes,0.301511
deformed,no,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lac_margin,grainy,no,yes,yes,0.408248
deformed,yes,no,no,no,yes,no,yes,0.267261,0.801784,oval,lac_central,lac_margin,coarse,chalices,yes,yes,0.534522
arched,no,no,no,no,no,no,yes,0.196116,0.588348,round,lac_margin,lac_margin,reticular,vesicles,no,yes,0.784465
arched,no,no,no,no,no,no,no,0.408248,0.816497,round,lacunar,lacunar,faint,no,yes,no,0.408248
deformed,yes,no,no,no,yes,no,yes,0.408248,0.816497,oval,lacunar,lacunar,no,vesicles,no,no,0.408248
arched,yes,no,no,no,yes,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,diluted,vesicles,yes,yes,0.408248
arched,yes,no,no,no,yes,no,yes,0.408248,0.816497,oval,lac_margin,lac_margin,coarse,chalices,no,yes,0.408248
deformed,yes,yes,yes,yes,yes,yes,yes,0.123091,0.492366,round,lac_margin,lac_central,faint,vesicles,yes,yes,0.86164
deformed,yes,yes,no,yes,yes,no,yes,0.301511,0.904534,oval,lacunar,lac_margin,coarse,no,yes,yes,0.301511
arched,no,no,no,no,no,no,yes,0.333333,0.666667,oval,lacunar,lacunar,coarse,no,yes,no,0.666667
displaced,yes,no,no,no,yes,no,no,0.408248,0.816497,oval,lac_margin,lac_margin,diluted,chalices,no,yes,0.408248
arched,yes,no,no,no,no,no,yes,0.301511,0.904534,round,lac_margin,lac_margin,grainy,chalices,yes,no,0.301511
arched,yes,no,no,no,no,no,yes,0.333333,0.666667,oval,lac_margin,lac_margin,grainy,vesicles,yes,yes,0.666667
deformed,no,no,no,yes,no,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,diluted,vesicles,no,no,0.408248
deformed,no,no,no,no,yes,no,no,0.267261,0.801784,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,0.534522
displaced,yes,no,no,yes,yes,no,yes,0.218218,0.872872,round,lac_central,lac_margin,coarse,chalices,yes,yes,0.436436
displaced,yes,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lacunar,drop_like,chalices,no,no,0.408248
arched,no,no,no,no,no,no,yes,0.408248,0.816497,oval,lac_central,lacunar,grainy,no,yes,yes,0.408248
deformed,yes,yes,yes,yes,yes,yes,yes,0.588348,0.196116,bean,lacunar,lacunar,faint,no,yes,yes,0.784465
displaced,yes,no,no,no,yes,no,yes,0.196116,0.784465,round,lac_margin,lac_margin,stripped,vesicles,yes,yes,0.588348
deformed,yes,yes,no,no,yes,no,no,0.267261,0.801784,oval,lac_margin,lac_margin,coarse,vesicles,no,yes,0.534522
arched,no,no,no,no,no,no,yes,0.333333,0.666667,oval,lac_central,lac_central,faint,chalices,no,yes,0.666667
displaced,yes,no,no,no,yes,no,no,0.408248,0.816497,round,lacunar,lac_margin,grainy,chalices,no,no,0.408248
arched,yes,yes,no,yes,yes,yes,yes,0.169031,0.507093,round,lac_central,lac_central,diluted,vesicles,yes,yes,0.845154
deformed,no,no,no,no,no,no,yes,0.408248,0.816497,oval,lac_central,lac_central,grainy,vesicles,yes,no,0.408248
arched,yes,no,no,no,yes,no,yes,0.408248,0.816497,oval,lac_central,lac_central,diluted,vesicles,yes,yes,0.408248
arched,no,no,no,no,yes,no,yes,0.333333,0.666667,oval,lacunar,lacunar,faint,chalices,no,yes,0.666667
arched,yes,yes,no,no,no,no,yes,0.333333,0.666667,oval,lac_central,lac_margin,faint,chalices,yes,yes,0.666667
arched,no,no,no,no,no,no,no,0.408248,0.816497,oval,lacunar,lac_margin,faint,chalices,no,yes,0.408248
arched,yes,no,no,no,no,no,no,0.408248,0.816497,round,lac_margin,lac_margin,grainy,chalices,yes,yes,0.408248
displaced,no,no,no,no,no,no,yes,0.301511,0.904534,oval,lacunar,lac_central,drop_like,chalices,yes,no,0.301511
deformed,yes,no,no,yes,yes,no,no,0.267261,0.534522,oval,lac_central,lac_margin,grainy,no,yes,yes,0.801784
arched,yes,no,no,no,yes,no,yes,0.123091,0.492366,round,lac_central,lac_central,faint,vesicles,yes,yes,0.86164
deformed,yes,no,no,no,yes,no,yes,0.267261,0.534522,oval,lacunar,lac_central,faint,vesicles,no,yes,0.801784
arched,yes,no,no,no,yes,no,yes,0.333333,0.666667,round,lacunar,lacunar,coarse,chalices,no,no,0.666667
arched,yes,yes,no,yes,yes,yes,yes,0.137361,0.549442,oval,lacunar,lacunar,coarse,vesicles,yes,yes,0.824163
displaced,yes,no,no,yes,yes,no,no,0.301511,0.301511,round,lac_margin,lac_margin,drop_like,vesicles,yes,yes,0.904534
arched,no,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lacunar,faint,chalices,yes,yes,0.408248
arched,no,no,no,no,no,no,yes,0.154303,0.617213,round,lac_central,lac_central,diluted,vesicles,yes,yes,0.771517
arched,no,no,no,no,no,no,yes,0.229416,0.688247,oval,lac_margin,lac_margin,faint,vesicles,yes,yes,0.688247
deformed,no,no,no,no,yes,no,yes,0.123091,0.492366,oval,lacunar,lacunar,coarse,vesicles,yes,yes,0.86164
arched,no,no,no,no,no,no,yes,0.333333,0.666667,oval,lac_margin,lac_margin,diluted,vesicles,no,no,0.666667
arched,yes,no,no,no,yes,no,yes,0.267261,0.801784,round,lac_margin,lac_central,faint,vesicles,yes,yes,0.534522
displaced,no,no,no,no,yes,no,yes,0.218218,0.872872,oval,lacunar,lac_central,stripped,vesicles,yes,yes,0.436436
deformed,yes,no,no,no,yes,no,no,0.408248,0.816497,round,lac_central,lacunar,coarse,no,no,no,0.408248
arched,no,no,no,no,yes,no,yes,0.333333,0.666667,oval,lacunar,lac_central,faint,no,yes,yes,0.666667
displaced,yes,yes,yes,yes,yes,yes,yes,0.111111,0.444444,round,lac_central,lac_central,stripped,vesicles,yes,yes,0.888889
displaced,yes,no,no,no,yes,no,no,0.267261,0.801784,round,lac_central,lac_margin,faint,vesicles,yes,yes,0.534522
displaced,yes,yes,no,yes,yes,no,yes,0.408248,0.408248,oval,lacunar,no,drop_like,no,yes,yes,0.816497
deformed,no,no,no,no,yes,no,yes,0.408248,0.816497,oval,lac_central,lac_margin,faint,chalices,yes,yes,0.408248
deformed,no,no,no,no,no,no,yes,0.267261,0.534522,oval,lac_central,lacunar,coarse,vesicles,yes,yes,0.801784
displaced,yes,yes,no,no,no,no,yes,0.333333,0.666667,oval,lacunar,lac_margin,drop_like,chalices,yes,yes,0.666667
deformed,yes,no,no,no,no,no,no,0.408248,0.816497,oval,lac_margin,lac_margin,diluted,no,no,no,0.408248
normal,no,no,no,no,yes,no,yes,0.333333,0.666667,oval,no,no,grainy,no,no,no,0.666667
arched,yes,no,no,no,yes,no,yes,0.267261,0.801784,round,lac_central,lacunar,faint,vesicles,yes,yes,0.534522
arched,yes,no,no,yes,yes,no,no,0.408248,0.816497,oval,lac_central,lacunar,faint,vesicles,yes,yes,0.408248
deformed,no,no,no,no,no,yes,no,0.408248,0.816497,oval,lac_central,lac_margin,diluted,chalices,no,yes,0.408248
arched,yes,yes,no,yes,yes,no,yes,0.267261,0.801784,round,lac_margin,lac_margin,faint,vesicles,yes,yes,0.534522
displaced,no,no,no,yes,no,yes,yes,0.130189,0.390567,oval,lac_margin,lac_central,diluted,vesicles,yes,yes,0.911322
arched,yes,no,no,no,no,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,diluted,chalices,no,yes,0.408248
deformed,yes,yes,no,yes,yes,no,yes,0.408248,0.816497,round,lac_margin,lac_central,grainy,chalices,yes,no,0.408248
arched,yes,no,no,no,no,no,no,0.408248,0.816497,oval,lac_margin,lac_margin,diluted,chalices,yes,yes,0.408248
deformed,yes,no,no,no,no,no,no,0.333333,0.666667,oval,lac_margin,lac_margin,drop_like,vesicles,no,no,0.666667
arched,yes,no,no,no,no,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,diluted,vesicles,no,yes,0.408248
arched,yes,yes,yes,yes,yes,no,no,0.267261,0.534522,oval,lac_central,lac_margin,faint,chalices,yes,yes,0.801784
arched,no,no,no,no,no,no,yes,0.169031,0.507093,oval,lacunar,lacunar,faint,vesicles,yes,yes,0.845154
normal,no,no,no,no,no,no,no,0.57735,0.57735,bean,no,no,no,no,no,no,0.57735
arched,yes,no,no,no,no,no,no,0.57735,0.57735,oval,lacunar,lac_margin,drop_like,no,no,no,0.57735
deformed,yes,no,no,no,no,no,yes,0.408248,0.816497,round,lac_margin,lac_margin,diluted,chalices,yes,no,0.408248
displaced,yes,no,no,yes,yes,no,yes,0.267261,0.801784,round,lac_central,lac_margin,coarse,vesicles,yes,yes,0.534522
displaced,yes,no,no,no,no,no,no,0.235702,0.942809,round,lac_margin,lac_margin,coarse,chalices,yes,no,0.235702
displaced,no,no,no,no,yes,no,yes,0.154303,0.617213,round,lac_central,lac_margin,drop_like,vesicles,yes,yes,0.771517
arched,no,no,no,no,no,no,no,0.408248,0.816497,round,lacunar,lac_margin,drop_like,chalices,yes,no,0.408248
deformed,no,no,no,no,no,no,no,0.333333,0.666667,oval,lacunar,lacunar,diluted,no,no,yes,0.666667
arched,yes,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lac_margin,faint,vesicles,no,yes,0.408248
deformed,yes,no,no,no,no,no,yes,0.408248,0.816497,oval,lacunar,lacunar,diluted,no,no,no,0.408248
deformed,no,no,no,no,no,no,no,0.333333,0.666667,round,lac_margin,lac_margin,coarse,vesicles,no,yes,0.666667
arched,no,no,no,no,no,no,no,0.408248,0.816497,oval,lacunar,lacunar,faint,no,no,no,0.408248
arched,no,no,no,no,yes,no,yes,0.229416,0.688247,round,lac_central,lacunar,faint,vesicles,yes,yes,0.688247
arched,no,no,no,no,no,no,no,0.57735,0.57735,oval,lacunar,lac_margin,drop_like,no,yes,yes,0.57735
arched,yes,no,no,no,no,no,no,0.408248,0.816497,round,lac_margin,lac_margin,drop_like,vesicles,no,yes,0.408248
arched,yes,no,no,no,yes,no,no,0.333333,0.666667,oval,lacunar,lac_margin,diluted,chalices,no,yes,0.666667
displaced,yes,yes,yes,yes,yes,no,yes,0.137361,0.549442,round,lac_central,lac_central,stripped,vesicles,yes,yes,0.824163
displaced,yes,no,no,yes,yes,no,yes,0.218218,0.436436,round,lacunar,lac_margin,grainy,vesicles,yes,yes,0.872872
deformed,yes,no,no,no,yes,no,yes,0.301511,0.904534,round,lac_margin,lac_margin,coarse,vesicles,yes,yes,0.301511
deformed,yes,yes,no,yes,no,no,yes,0.408248,0.816497,oval,lac_margin,lac_margin,faint,vesicles,no,yes,0.408248
arched,no,no,no,no,no,no,yes,0.267261,0.801784,round,lacunar,lac_margin,coarse,vesicles,yes,yes,0.534522
arched,yes,yes,no,yes,yes,no,yes,0.267261,0.801784,round,lac_margin,lac_margin,faint,vesicles,no,yes,0.534522
displaced,no,no,no,no,no,no,yes,0.267261,0.801784,round,lacunar,lacunar,coarse,chalices,yes,yes,0.534522
deformed,no,no,no,no,yes,no,yes,0.137361,0.549442,round,lac_central,lacunar,coarse,vesicles,yes,yes,0.824163
deformed,yes,no,no,yes,yes,no,yes,0.218218,0.436436,oval,lac_central,lac_margin,diluted,chalices,yes,yes,0.872872
deformed,yes,no,no,no,no,no,yes,0.229416,0.688247,oval,lacunar,lac_central,faint,vesicles,yes,yes,0.688247
arched,no,no,no,no,no,no,no,0.408248,0.408248,oval,lac_central,lac_margin,faint,chalices,yes,yes,0.816497