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bayte/ensemble.py

Summary

Maintainability
C
1 day
Test Coverage

File ensemble.py has 372 lines of code (exceeds 250 allowed). Consider refactoring.
Open

"""BayesianTargetEstimator.

Ensemble estimator that creates multiple models through sampling.
"""
Severity: Minor
Found in bayte/ensemble.py - About 4 hrs to fix

    Function fit has a Cognitive Complexity of 23 (exceeds 5 allowed). Consider refactoring.
    Open

        def fit(
        self,
        X,
        y,
        categorical_feature: Union[List[str], List[int], str] = "auto",
    Severity: Minor
    Found in bayte/ensemble.py - About 3 hrs 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"

    Further reading

    Function _sample_and_fit has 7 arguments (exceeds 4 allowed). Consider refactoring.
    Open

    def _sample_and_fit(
    Severity: Major
    Found in bayte/ensemble.py - About 50 mins to fix

      Function __init__ has 7 arguments (exceeds 4 allowed). Consider refactoring.
      Open

          def __init__(
      Severity: Major
      Found in bayte/ensemble.py - About 50 mins to fix

        Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring.
        Open

            def __init__(
        Severity: Minor
        Found in bayte/ensemble.py - About 45 mins to fix

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