AI-NaiveBayes1

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--- #YAML:1.0 !perl/AI::NaiveBayes1
attributes:
  - outlook
  - windy
  - humidity
  - temperature
attvals:
  humidity:
    - high
    - normal
  outlook:
    - sunny
    - overcast
    - rainy
  temperature:
    - hot
    - mild
    - cool
  windy:
    - FALSE
    - TRUE
labels:
  - play=no
  - play=yes
model:
  condprob:
    humidity:
      high:
        play=no: 0.8
        play=yes: 0.333333333333333
      normal:
        play=no: 0.2
        play=yes: 0.666666666666667
    outlook:
      overcast:
        play=no: 0
        play=yes: 0.444444444444444
      rainy:
        play=no: 0.4
        play=yes: 0.333333333333333
      sunny:
        play=no: 0.6
        play=yes: 0.222222222222222
    temperature:
      cool:
        play=no: 0.2
        play=yes: 0.333333333333333
      hot:
        play=no: 0.4
        play=yes: 0.222222222222222
      mild:
        play=no: 0.4
        play=yes: 0.444444444444444
    windy:
      FALSE:
        play=no: 0.4
        play=yes: 0.666666666666667
      TRUE:
        play=no: 0.6
        play=yes: 0.333333333333333
  labelprob:
    play=no: 0.357142857142857
    play=yes: 0.642857142857143
  numerical_attr: {}
numof_instances: 14
stat_attributes:
  humidity:
    high:
      play=no: 4
      play=yes: 3
    normal:
      play=no: 1
      play=yes: 6
  outlook:
    overcast:
      play=yes: 4
    rainy:
      play=no: 2
      play=yes: 3
    sunny:
      play=no: 3
      play=yes: 2
  temperature:
    cool:
      play=no: 1
      play=yes: 3
    hot:
      play=no: 2
      play=yes: 2
    mild:
      play=no: 2
      play=yes: 4
  windy:
    FALSE:
      play=no: 2
      play=yes: 6
    TRUE:
      play=no: 3
      play=yes: 3
stat_labels:
  play=no: 5
  play=yes: 9

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