github.com/vlifesystems/rulehunter@v0.0.0-20180501090014-673078aa4a83/examples/experiments/monks2.yaml (about)

     1  title: "Monk's Problem 2"
     2  category: "ai"
     3  tags:
     4    - classic
     5  train:
     6    dataset:
     7      csv:
     8        filename: "csv/monks-2.train.csv"
     9        hasHeader: false
    10        separator: " "
    11      fields:
    12        - class
    13        - a1
    14        - a2
    15        - a3
    16        - a4
    17        - a5
    18        - a6
    19        - id
    20    when: "!hasRun"
    21    ruleGeneration:
    22      fields:
    23      - a1
    24      - a2
    25      - a3
    26      - a4
    27      - a5
    28      - a6
    29      arithmetic: true
    30      combinationLength: 1
    31  test:
    32    dataset:
    33      csv:
    34        filename: "csv/monks-2.test.csv"
    35        hasHeader: false
    36        separator: " "
    37      fields:
    38        - class
    39        - a1
    40        - a2
    41        - a3
    42        - a4
    43        - a5
    44        - a6
    45        - id
    46    when: "!hasRun"
    47  aggregators:
    48    - name: "mccClassIs1"
    49      kind: "mcc"
    50      arg: "class == 1"
    51  sortOrder:
    52    - aggregator: "mccClassIs1"
    53      direction: "descending"
    54  rules:
    55    - "(a1 + a2 + a3 + a4 + a5 + a6) == 2 && a1 != 2 && a2 != 2 && a3 != 2 && a4 != 2 && a5 != 2 && a6 != 2"