pyod/models/kpca.py
File kpca.py
has 324 lines of code (exceeds 250 allowed). Consider refactoring. Open
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# -*- coding: utf-8 -*-
"""Kernel Principal Component Analysis (KPCA) Outlier Detector
"""
# Author: Akira Tamamori <tamamori5917@gmail.com>
# License: BSD 2 clause
Function __init__
has 18 arguments (exceeds 4 allowed). Consider refactoring. Open
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def __init__(
Function __init__
has 15 arguments (exceeds 4 allowed). Consider refactoring. Open
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def __init__(
Function fit
has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
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def fit(self, X, y=None):
"""Fit detector. y is ignored in unsupervised methods.
Parameters
----------
- Read upRead up
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"