Analogical Prediction

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    - - - - - - -

    - - - - - - -- - - - -+ +

    - - - - -

    - - - - -

    + +

    + +- - -

    + ++- - -

    ?+

    + +- - - -

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    v

    u

    - - - - - - -

    - - - - - - -- - - - -+ +

    - - - - -

    - - - - -

    + +

    + +- - -

    + ++- - -

    ?+

    + +- - - -

    1 2 3 4 5 6 71

    4

    67

    23

    5

    8

    v

    u

    - - - - - - -

    - - - - - - -- - - - -+ +

    - - - - -

    - - - - -

    + +

    + +- - -

    + ++- - -

    ?+

    + +- - - -

    1 2 3 4 5 6 71

    4

    67

    23

    5

    8

    v

    u

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    50 100 150 200 250 300 350 400 450 500

    Predictiveaccuracy(%)

    Training Set Size

    English past tense

    APCProgol4.4 (induction)

    FOIDL

    FOILIFOIL

    Default rules

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    65

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    Predictiveaccuracy(%)

    Training Set Size

    KRK illegality

    Induction - leaveAP

    Majority class

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