view release on metacpan or  search on metacpan

t/4-2.out  view on Meta::CPAN

--- #YAML:1.0 !perl/AI::NaiveBayes1
attributes:
  - outlook
  - windy
  - humidity
  - temperature
attvals:
  humidity:
    - 85
    - 90
    - 86
    - 96
    - 80
    - 70
    - 65
    - 95
    - 75
    - 91
  outlook:
    - sunny
    - overcast
    - rainy
  temperature:
    - 85
    - 80
    - 83
    - 70
    - 68
    - 65
    - 64
    - 72
    - 69
    - 75
    - 81
    - 71
  windy:
    - FALSE
    - TRUE
labels:
  - play=>no
  - play=>yes
model:
  condprob:
    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
    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
  real_attr: &1
    humidity: 1
    temperature: 1
  real_stat:
    humidity:
      play=>no:
        count: 5
        mean: 86.2
        stddev: 9.73139250056229
        sum: 431
      play=>yes:
        count: 9
        mean: 79.1111111111111
        stddev: 10.2157286138146
        sum: 712
    temperature:
      play=>no:
        count: 5
        mean: 74.6
        stddev: 7.89303490426845
        sum: 373
      play=>yes:
        count: 9
        mean: 73
        stddev: 6.16441400296898
        sum: 657
numof_instances: 14
real_attr: *1
real_stat: {}
stat_attributes:
  humidity:
    65:
      play=>yes: 1
    70:
      play=>no: 1
      play=>yes: 2
    75:
      play=>yes: 1
    80:
      play=>yes: 2
    85:
      play=>no: 1
    86:
      play=>yes: 1
    90:
      play=>no: 1
      play=>yes: 1
    91:
      play=>no: 1
    95:
      play=>no: 1
    96:
      play=>yes: 1
  outlook:
    overcast:
      play=>yes: 4
    rainy:
      play=>no: 2
      play=>yes: 3
    sunny:
      play=>no: 3
      play=>yes: 2
  temperature:
    64:
      play=>yes: 1
    65:
      play=>no: 1
    68:
      play=>yes: 1
    69:
      play=>yes: 1
    70:
      play=>yes: 1
    71:
      play=>no: 1
    72:
      play=>no: 1
      play=>yes: 1
    75:
      play=>yes: 2
    80:
      play=>no: 1
    81:
      play=>yes: 1
    83:
      play=>yes: 1
    85:
      play=>no: 1
  windy:
    FALSE:
      play=>no: 2
      play=>yes: 6
    TRUE:
      play=>no: 3
      play=>yes: 3
stat_labels:
  play=>no: 5
  play=>yes: 9