yzhao062/Pyod

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pyod/models/cblof.py

Summary

Maintainability
A
55 mins
Test Coverage

Function __init__ has 9 arguments (exceeds 4 allowed). Consider refactoring.
Wontfix

    def __init__(self, n_clusters=8, contamination=0.1,
Severity: Major
Found in pyod/models/cblof.py - About 1 hr to fix

    Function _set_small_large_clusters has a Cognitive Complexity of 9 (exceeds 5 allowed). Consider refactoring.
    Open

        def _set_small_large_clusters(self, n_samples):
            # Sort the index of clusters by the number of samples belonging to it
            size_clusters = np.bincount(self.cluster_labels_)
    
            # Sort the order from the largest to the smallest
    Severity: Minor
    Found in pyod/models/cblof.py - About 55 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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