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ml-libs/mldissect

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Showing 2 of 4 total issues

Function _format_result has 5 arguments (exceeds 4 allowed). Consider refactoring.
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    def _format_result(self, instance, important_variables, mean_predictions,
Severity: Minor
Found in mldissect/explainer.py - About 35 mins to fix

    Function _explain_bottom_up has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring.
    Open

        def _explain_bottom_up(self, instance, data):
        num_rows, num_features = data.shape
        new_data = multiply_row(instance, num_rows)

        baseline = self._mean_predict(data).reshape(1, -1)
    Severity: Minor
    Found in mldissect/explainer.py - About 25 mins to fix

    Cognitive Complexity

    Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

    A method's cognitive complexity is based on a few simple rules:

    • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
    • Code is considered more complex for each "break in the linear flow of the code"
    • Code is considered more complex when "flow breaking structures are nested"

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