Sign upLogin

stephensolis/kameris

View on GitHub
Star
kameris/job_steps/classify.py

Summary

Maintainability
A
2 hrs
Test Coverage

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

def classification_run(classifier_factory, features, point_classes,
Severity: Major
Found in kameris/job_steps/classify.py - About 50 mins to fix

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

    def crossvalidation_run(classifier_factory, features, features_mode,
    Severity: Minor
    Found in kameris/job_steps/classify.py - About 45 mins to fix

      Similar blocks of code found in 2 locations. Consider refactoring.
      Open

          if 'iterations' in totals:
        final_stats['average_iterations'] = (
            totals['iterations'] / validation_count
      Severity: Minor
      Found in kameris/job_steps/classify.py and 1 other location - About 35 mins to fix
      kameris/job_steps/classify.py on lines 186..188

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 33.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      Similar blocks of code found in 2 locations. Consider refactoring.
      Open

          if 'reduced_variance_ratio' in totals:
        final_stats['average_reduced_variance_ratio'] = (
            totals['reduced_variance_ratio'] / validation_count
      Severity: Minor
      Found in kameris/job_steps/classify.py and 1 other location - About 35 mins to fix
      kameris/job_steps/classify.py on lines 182..184

      Duplicated Code

      Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

      Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

      When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

      Tuning

      This issue has a mass of 33.

      We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

      The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

      If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

      See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

      Refactorings

      Further Reading

      There are no issues that match your filters.

      Category
      Status