av_breast-cancer_10-GloBo_MinRect_correction_none_2

18 rules :

• 8 2
• 10 4

Rules for class 2

• rule number: 1
• hypothesis:
  • 1.0 <= ClumpThickness <= 8.0
  • 1.0 <= UniformityCellShape <= 6.0
  • 1.0 <= MarginalAdhesion <= 6.0
  • 1.0 <= SingleEpithelialCellSize <= 5.0
  • 1.0 <= BareNuclei <= 3.0
  • 1.0 <= NormalNucleoli <= 3.0
  • 1.0 <= Mitoses <= 2.0
• conclusion: 2
• covering: 370
• weight: 0.05555555555555555

• rule number: 2
• hypothesis:
  • 1.0 <= ClumpThickness <= 6.0
  • 1.0 <= UniformityCellSize <= 2.0
  • 2.0 <= SingleEpithelialCellSize <= 10.0
  • 1.0 <= BlandChromatin <= 4.0
  • 1.0 <= NormalNucleoli <= 3.0
• conclusion: 2
• covering: 328
• weight: 0.05555555555555555

• rule number: 3
• hypothesis:
  • 1.0 <= ClumpThickness <= 4.0
  • 1.0 <= UniformityCellShape <= 4.0
  • 1.0 <= MarginalAdhesion <= 2.0
• conclusion: 2
• covering: 27
• weight: 0.05555555555555555

• rule number: 4
• hypothesis:
  • 1.0 <= ClumpThickness <= 4.0
  • 1.0 <= MarginalAdhesion <= 6.0
  • 1.0 <= BareNuclei <= 5.0
  • 3.0 <= BlandChromatin <= 7.0
• conclusion: 2
• covering: 9
• weight: 0.05555555555555555

• rule number: 5
• hypothesis:
  • 4.0 <= ClumpThickness <= 6.0
  • 3.0 <= UniformityCellSize <= 9.0
  • 3.0 <= UniformityCellShape <= 8.0
  • 3.0 <= SingleEpithelialCellSize <= 8.0
  • 1.0 <= BareNuclei <= 8.0
  • 3.0 <= BlandChromatin <= 7.0
  • 1.0 <= NormalNucleoli <= 7.0
  • 1.0 <= Mitoses <= 1.0
• conclusion: 2
• covering: 7
• weight: 0.05555555555555555

• rule number: 6
• hypothesis:
  • 1.0 <= ClumpThickness <= 6.0
  • 1.0 <= MarginalAdhesion <= 1.0
  • 1.0 <= SingleEpithelialCellSize <= 2.0
• conclusion: 2
• covering: 6
• weight: 0.05555555555555555

• rule number: 7
• hypothesis:
  • 3.0 <= ClumpThickness <= 6.0
  • 3.0 <= UniformityCellSize <= 4.0
  • 2.0 <= UniformityCellShape <= 5.0
  • 3.0 <= MarginalAdhesion <= 6.0
  • 3.0 <= SingleEpithelialCellSize <= 7.0
  • 2.0 <= NormalNucleoli <= 6.0
• conclusion: 2
• covering: 4
• weight: 0.05555555555555555

• rule number: 8
• hypothesis:
  • 5.0 <= ClumpThickness <= 6.0
  • 6.0 <= SingleEpithelialCellSize <= 8.0
  • 6.0 <= NormalNucleoli <= 8.0
  • 1.0 <= Mitoses <= 1.0
• conclusion: 2
• covering: 2
• weight: 0.05555555555555555

Rules for class 4

• rule number: 9
• hypothesis:
  • 7.0 <= ClumpThickness <= 10.0
  • 3.0 <= BareNuclei <= 10.0
• conclusion: 4
• covering: 118
• weight: 0.05555555555555555

• rule number: 10
• hypothesis:
  • 2.0 <= UniformityCellShape <= 10.0
  • 1.0 <= BareNuclei <= 10.0
  • 8.0 <= NormalNucleoli <= 10.0
• conclusion: 4
• covering: 86
• weight: 0.05555555555555555

• rule number: 11
• hypothesis:
  • 5.0 <= UniformityCellShape <= 10.0
  • 1.0 <= MarginalAdhesion <= 8.0
  • 5.0 <= BlandChromatin <= 10.0
• conclusion: 4
• covering: 82
• weight: 0.05555555555555555

• rule number: 12
• hypothesis:
  • 5.0 <= UniformityCellSize <= 10.0
  • 1.0 <= BareNuclei <= 10.0
  • 4.0 <= BlandChromatin <= 10.0
  • 3.0 <= NormalNucleoli <= 10.0
• conclusion: 4
• covering: 27
• weight: 0.05555555555555555

• rule number: 13
• hypothesis:
  • 1.0 <= ClumpThickness <= 5.0
  • 3.0 <= UniformityCellShape <= 10.0
  • 2.0 <= SingleEpithelialCellSize <= 4.0
  • 3.0 <= BareNuclei <= 10.0
  • 3.0 <= BlandChromatin <= 10.0
  • 1.0 <= NormalNucleoli <= 6.0
• conclusion: 4
• covering: 23
• weight: 0.05555555555555555

• rule number: 14
• hypothesis:
  • 3.0 <= ClumpThickness <= 10.0
  • 1.0 <= UniformityCellShape <= 6.0
  • 1.0 <= MarginalAdhesion <= 9.0
  • 1.0 <= SingleEpithelialCellSize <= 6.0
  • 4.0 <= BareNuclei <= 10.0
  • 2.0 <= BlandChromatin <= 4.0
  • 1.0 <= NormalNucleoli <= 6.0
  • 1.0 <= Mitoses <= 1.0
• conclusion: 4
• covering: 20
• weight: 0.05555555555555555

• rule number: 15
• hypothesis:
  • 4.0 <= UniformityCellSize <= 8.0
  • 5.0 <= UniformityCellShape <= 10.0
  • 4.0 <= MarginalAdhesion <= 10.0
  • 1.0 <= NormalNucleoli <= 7.0
• conclusion: 4
• covering: 13
• weight: 0.05555555555555555

• rule number: 16
• hypothesis:
  • 4.0 <= UniformityCellSize <= 10.0
  • 6.0 <= MarginalAdhesion <= 10.0
  • 1.0 <= BareNuclei <= 10.0
• conclusion: 4
• covering: 5
• weight: 0.05555555555555555

• rule number: 17
• hypothesis:
  • 1.0 <= UniformityCellSize <= 3.0
  • 1.0 <= MarginalAdhesion <= 1.0
  • 3.0 <= SingleEpithelialCellSize <= 8.0
  • 2.0 <= BareNuclei <= 10.0
  • 3.0 <= BlandChromatin <= 5.0
• conclusion: 4
• covering: 5
• weight: 0.05555555555555555

• rule number: 18
• hypothesis:
  • 2.0 <= ClumpThickness <= 10.0
  • 1.0 <= MarginalAdhesion <= 3.0
  • 2.0 <= BareNuclei <= 10.0
  • 4.0 <= BlandChromatin <= 7.0
  • 3.0 <= NormalNucleoli <= 5.0
• conclusion: 4
• covering: 4
• weight: 0.05555555555555555