av_wine_100-GloBoost_MinRect_correction_none_1

50 rules :

• 26 1
• 21 2
• 3 3

Rules for class 1

• rule number: 1
• hypothesis:
  • 89.0 <= Magnesium <= 132.0
  • 2.2 <= Phenols <= 3.88
  • 3.52 <= ColorIntensity <= 8.9
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.04

• rule number: 2
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 0.82 <= Hue <= 1.28
  • 2.51 <= OD <= 4.0
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.03

• rule number: 3
• hypothesis:
  • 89.0 <= Magnesium <= 132.0
  • 1.25 <= Proanthocyanins <= 2.96
  • 3.52 <= ColorIntensity <= 8.9
  • 0.82 <= Hue <= 1.28
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.03

• rule number: 4
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 89.0 <= Magnesium <= 132.0
  • 2.19 <= Flavanoids <= 3.93
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 5
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 11.2 <= Alcalinity <= 25.0
  • 2.51 <= OD <= 4.0
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 6
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.2 <= Phenols <= 3.88
  • 3.52 <= ColorIntensity <= 8.9
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 7
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.04 <= Ash <= 3.22
  • 2.19 <= Flavanoids <= 3.93
  • 3.52 <= ColorIntensity <= 8.9
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 8
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.04 <= Ash <= 3.22
  • 0.82 <= Hue <= 1.28
  • 2.51 <= OD <= 4.0
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 9
• hypothesis:
  • 1.35 <= MalicAcid <= 3.99
  • 11.2 <= Alcalinity <= 25.0
  • 89.0 <= Magnesium <= 132.0
  • 2.2 <= Phenols <= 3.88
  • 1.25 <= Proanthocyanins <= 2.96
  • 3.52 <= ColorIntensity <= 8.9
• conclusion: 1
• covering: 54
• weight: 0.02

• rule number: 10
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 89.0 <= Magnesium <= 132.0
  • 2.51 <= OD <= 4.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 11
• hypothesis:
  • 89.0 <= Magnesium <= 132.0
  • 3.52 <= ColorIntensity <= 8.9
  • 2.51 <= OD <= 4.0
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 12
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.04 <= Ash <= 3.22
  • 2.2 <= Phenols <= 3.88
  • 0.82 <= Hue <= 1.28
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 13
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.35 <= MalicAcid <= 3.99
  • 2.19 <= Flavanoids <= 3.93
  • 3.52 <= ColorIntensity <= 8.9
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 14
• hypothesis:
  • 1.35 <= MalicAcid <= 3.99
  • 89.0 <= Magnesium <= 132.0
  • 2.19 <= Flavanoids <= 3.93
  • 3.52 <= ColorIntensity <= 8.9
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 15
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.19 <= Flavanoids <= 3.93
  • 0.82 <= Hue <= 1.28
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 16
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.35 <= MalicAcid <= 3.99
  • 0.82 <= Hue <= 1.28
  • 2.51 <= OD <= 4.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 17
• hypothesis:
  • 11.2 <= Alcalinity <= 25.0
  • 89.0 <= Magnesium <= 132.0
  • 3.52 <= ColorIntensity <= 8.9
  • 2.51 <= OD <= 4.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 18
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.35 <= MalicAcid <= 3.99
  • 2.2 <= Phenols <= 3.88
  • 0.82 <= Hue <= 1.28
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 19
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 11.2 <= Alcalinity <= 25.0
  • 2.19 <= Flavanoids <= 3.93
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 20
• hypothesis:
  • 2.04 <= Ash <= 3.22
  • 89.0 <= Magnesium <= 132.0
  • 3.52 <= ColorIntensity <= 8.9
  • 2.51 <= OD <= 4.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 21
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.19 <= Flavanoids <= 3.93
  • 3.52 <= ColorIntensity <= 8.9
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 22
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.35 <= MalicAcid <= 3.99
  • 2.19 <= Flavanoids <= 3.93
  • 0.82 <= Hue <= 1.28
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 23
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 11.2 <= Alcalinity <= 25.0
  • 2.2 <= Phenols <= 3.88
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 24
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.25 <= Proanthocyanins <= 2.96
  • 3.52 <= ColorIntensity <= 8.9
  • 0.82 <= Hue <= 1.28
  • 680.0 <= Proline <= 1680.0
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 25
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 2.04 <= Ash <= 3.22
  • 11.2 <= Alcalinity <= 25.0
  • 2.2 <= Phenols <= 3.88
  • 3.52 <= ColorIntensity <= 8.9
• conclusion: 1
• covering: 54
• weight: 0.01

• rule number: 26
• hypothesis:
  • 12.93 <= Alcohol <= 14.83
  • 1.35 <= MalicAcid <= 3.99
  • 0.17 <= NonflavanoidPhenols <= 0.5
  • 1.25 <= Proanthocyanins <= 2.96
  • 3.52 <= ColorIntensity <= 8.9
  • 0.82 <= Hue <= 1.28
• conclusion: 1
• covering: 54
• weight: 0.01

Rules for class 2

• rule number: 27
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 1.7 <= Ash <= 2.92
  • 0.99 <= Flavanoids <= 3.75
  • 1.59 <= OD <= 3.5
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 58
• weight: 0.09

• rule number: 28
• hypothesis:
  • 11.41 <= Alcohol <= 12.77
  • 0.74 <= MalicAcid <= 4.43
  • 0.69 <= Hue <= 1.45
  • 1.59 <= OD <= 3.69
• conclusion: 2
• covering: 57
• weight: 0.04

• rule number: 29
• hypothesis:
  • 1.36 <= Ash <= 2.92
  • 1.28 <= ColorIntensity <= 3.94
  • 1.67 <= OD <= 3.64
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 55
• weight: 0.03

• rule number: 30
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 1.36 <= Ash <= 2.6
  • 1.28 <= ColorIntensity <= 5.3
  • 0.69 <= Hue <= 1.45
  • 1.67 <= OD <= 3.64
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 54
• weight: 0.03

• rule number: 31
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 0.99 <= Flavanoids <= 5.08
  • 1.59 <= OD <= 3.69
  • 290.0 <= Proline <= 750.0
• conclusion: 2
• covering: 58
• weight: 0.02

• rule number: 32
• hypothesis:
  • 11.41 <= Alcohol <= 13.05
  • 0.57 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 4.8
  • 1.67 <= OD <= 3.64
  • 290.0 <= Proline <= 750.0
• conclusion: 2
• covering: 56
• weight: 0.02

• rule number: 33
• hypothesis:
  • 0.99 <= Flavanoids <= 5.08
  • 1.28 <= ColorIntensity <= 6.0
  • 1.59 <= OD <= 3.69
  • 290.0 <= Proline <= 678.0
• conclusion: 2
• covering: 53
• weight: 0.02

• rule number: 34
• hypothesis:
  • 0.99 <= Flavanoids <= 5.08
  • 0.84 <= Hue <= 1.45
  • 290.0 <= Proline <= 718.0
• conclusion: 2
• covering: 50
• weight: 0.02

• rule number: 35
• hypothesis:
  • 11.41 <= Alcohol <= 13.05
  • 1.36 <= Ash <= 2.92
  • 0.57 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 4.8
  • 1.67 <= OD <= 3.5
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 57
• weight: 0.01

• rule number: 36
• hypothesis:
  • 0.74 <= MalicAcid <= 3.87
  • 1.36 <= Ash <= 2.78
  • 0.57 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 4.8
  • 1.67 <= OD <= 3.5
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 55
• weight: 0.01

• rule number: 37
• hypothesis:
  • 11.41 <= Alcohol <= 13.05
  • 1.36 <= Ash <= 2.62
  • 1.28 <= ColorIntensity <= 4.8
  • 1.67 <= OD <= 3.64
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 54
• weight: 0.01

• rule number: 38
• hypothesis:
  • 0.74 <= MalicAcid <= 3.87
  • 1.7 <= Ash <= 2.78
  • 0.99 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 5.75
  • 1.59 <= OD <= 3.57
  • 290.0 <= Proline <= 750.0
• conclusion: 2
• covering: 54
• weight: 0.01

• rule number: 39
• hypothesis:
  • 0.99 <= Flavanoids <= 5.08
  • 0.69 <= Hue <= 1.45
  • 1.59 <= OD <= 3.69
  • 290.0 <= Proline <= 678.0
• conclusion: 2
• covering: 53
• weight: 0.01

• rule number: 40
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 1.36 <= Ash <= 2.56
  • 1.28 <= ColorIntensity <= 5.75
  • 0.69 <= Hue <= 1.45
  • 1.59 <= OD <= 3.64
  • 290.0 <= Proline <= 886.0
• conclusion: 2
• covering: 53
• weight: 0.01

• rule number: 41
• hypothesis:
  • 0.74 <= MalicAcid <= 2.89
  • 1.36 <= Ash <= 2.78
  • 0.57 <= Flavanoids <= 3.75
  • 1.74 <= ColorIntensity <= 5.75
  • 1.59 <= OD <= 3.57
  • 290.0 <= Proline <= 886.0
• conclusion: 2
• covering: 52
• weight: 0.01

• rule number: 42
• hypothesis:
  • 0.74 <= MalicAcid <= 3.87
  • 70.0 <= Magnesium <= 108.0
  • 1.02 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 5.75
  • 1.59 <= OD <= 3.48
  • 290.0 <= Proline <= 886.0
• conclusion: 2
• covering: 52
• weight: 0.01

• rule number: 43
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 0.74 <= MalicAcid <= 2.89
  • 1.36 <= Ash <= 2.92
  • 0.57 <= Flavanoids <= 3.75
  • 1.59 <= OD <= 3.57
  • 290.0 <= Proline <= 985.0
• conclusion: 2
• covering: 52
• weight: 0.01

• rule number: 44
• hypothesis:
  • 70.0 <= Magnesium <= 102.0
  • 1.09 <= Flavanoids <= 3.75
  • 0.69 <= Hue <= 1.36
  • 1.59 <= OD <= 3.48
  • 290.0 <= Proline <= 886.0
• conclusion: 2
• covering: 50
• weight: 0.01

• rule number: 45
• hypothesis:
  • 11.41 <= Alcohol <= 13.11
  • 0.74 <= MalicAcid <= 3.74
  • 10.6 <= Alcalinity <= 23.6
  • 0.57 <= Flavanoids <= 3.75
  • 1.28 <= ColorIntensity <= 5.3
  • 0.69 <= Hue <= 1.45
  • 1.67 <= OD <= 3.57
  • 290.0 <= Proline <= 886.0
• conclusion: 2
• covering: 49
• weight: 0.01

• rule number: 46
• hypothesis:
  • 0.74 <= MalicAcid <= 2.55
  • 16.0 <= Alcalinity <= 28.5
  • 70.0 <= Magnesium <= 119.0
  • 1.74 <= ColorIntensity <= 6.0
  • 1.59 <= OD <= 3.69
  • 312.0 <= Proline <= 886.0
• conclusion: 2
• covering: 46
• weight: 0.01

• rule number: 47
• hypothesis:
  • 11.41 <= Alcohol <= 12.99
  • 18.8 <= Alcalinity <= 30.0
  • 0.99 <= Flavanoids <= 5.08
  • 1.82 <= OD <= 3.69
• conclusion: 2
• covering: 41
• weight: 0.01

Rules for class 3

• rule number: 48
• hypothesis:
  • 2.1 <= Ash <= 2.86
  • 0.34 <= Flavanoids <= 1.57
  • 3.85 <= ColorIntensity <= 13.0
• conclusion: 3
• covering: 44
• weight: 0.11

• rule number: 49
• hypothesis:
  • 0.34 <= Flavanoids <= 1.57
  • 3.85 <= ColorIntensity <= 13.0
  • 0.48 <= Hue <= 0.96
• conclusion: 3
• covering: 44
• weight: 0.06

• rule number: 50
• hypothesis:
  • 17.5 <= Alcalinity <= 27.0
  • 0.34 <= Flavanoids <= 1.57
  • 3.85 <= ColorIntensity <= 13.0
• conclusion: 3
• covering: 44
• weight: 0.04