Showing 9 of 56 total issues
Function _predict_internal has a Cognitive Complexity of 24 (exceeds 5 allowed). Consider refactoring. Open
def _predict_internal(self, X, predict_proba):
"""Internal function for predict and predict_proba
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"
Further reading
Function __init__ has 6 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, base_estimators, local_region_size=30,Function _create_scores has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _create_scores(self, X):
"""Internal function to generate and combine scores.
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"
Further reading
Function _predict_internal has a Cognitive Complexity of 8 (exceeds 5 allowed). Consider refactoring. Open
def _predict_internal(self, X, predict_proba):
"""Internal function for predict and predict_proba
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"
Further reading
Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def __init__(self, base_estimators, n_clusters, linkage_method='single',Function visualize_clusters has 5 arguments (exceeds 4 allowed). Consider refactoring. Open
def visualize_clusters(model_name, X, predicted_labels, show_figure=True,Function __init__ has a Cognitive Complexity of 7 (exceeds 5 allowed). Consider refactoring. Open
def __init__(self, base_estimators, local_region_size=30,
n_selected_clfs=None, use_weights=False, threshold=None,
pre_fitted=None):
super(DES_LA, self).__init__(- 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"
Further reading
Function _process_data has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def _process_data(self, X):
"""Internal class for both `predict` and `predict_proba`
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"
Further reading
Function fit has a Cognitive Complexity of 6 (exceeds 5 allowed). Consider refactoring. Open
def fit(self, X):
"""Fit estimators.
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"