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kyle0x54/medvision

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medvision/evaluation/eval_det.py

Summary

Maintainability
B
6 hrs
Test Coverage

Function eval_det has a Cognitive Complexity of 27 (exceeds 5 allowed). Consider refactoring.
Open

def eval_det(dts, gts, num_classes=1, iou_thr=0.5):
    """ Evaluate a given dataset by comparing DT with GT.

    Args:
        dts (dict or list[list[ndarray]]): detected bounding boxes for
Severity: Minor
Found in medvision/evaluation/eval_det.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 eval_det4binarycls has a Cognitive Complexity of 16 (exceeds 5 allowed). Consider refactoring.
Open

def eval_det4binarycls(dts, gts, score_thrs):
    """ Evaluate a detector's classification capability.

    Only support 1-class detection. If (at least) 1 target is detected in
    an image, the image is considered to be 'positive'. Otherwise, the image
Severity: Minor
Found in medvision/evaluation/eval_det.py - About 2 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

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