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Multi-evaluation Binary Classifier #15

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Multi-evaluation Binary Classifier #15

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Commits on May 6, 2024

  1. allow plotting tree to specified depth

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  2. save the fitted rules as well as the nodes in postpruning

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  3. allow specification of a set of initial root splits 

    these groups go on nodes immediately below Root
    @mjohnson541
    mjohnson541 committed May 6, 2024
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  4. add MultiEvalSubgraphIsomorphicDecisionTreeBinaryClassifier class

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  5. add function for picking nodes to expand

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  6. add function for choosing the best binary classifier extension

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  7. add extend_tree_from_node for binary classifier

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  8. add evaluate function for binary classifier

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  9. add function for analyzing the error in binary classifier

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  10. add generate_tree for binary classifier

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  11. add function for reducing binary classifier tree 

    since classifications are binary many of the individual nodes actually don't affect training classification and we can remove those resulting
in a much smaller easier to analyze tree
    @mjohnson541
    mjohnson541 committed May 6, 2024
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  12. add function for computing binary classification statistics

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  13. add example notebook for multi-eval binary classification

    @mjohnson541
    mjohnson541 committed May 6, 2024
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  14. add Mult-eval binary classification notebook to pytests

    @mjohnson541
    mjohnson541 committed May 6, 2024
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