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yzhao062/combo

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combo/models/cluster_comb.py

Summary

Maintainability
A
2 hrs
Test Coverage

Function clusterer_ensemble_scores has 6 arguments (exceeds 4 allowed). Consider refactoring.
Wontfix

def clusterer_ensemble_scores(original_labels, n_estimators, n_clusters,
Severity: Minor
Found in combo/models/cluster_comb.py - About 45 mins to fix

    Function _alignment has 5 arguments (exceeds 4 allowed). Consider refactoring.
    Wontfix

    def _alignment(inter_mat, n_clusters, second_idx, result_mat_aligned,
    Severity: Minor
    Found in combo/models/cluster_comb.py - About 35 mins to fix

      Function __init__ has 5 arguments (exceeds 4 allowed). Consider refactoring.
      Wontfix

          def __init__(self, base_estimators, n_clusters, weights=None,
      Severity: Minor
      Found in combo/models/cluster_comb.py - About 35 mins to fix

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

            if weights is not None:
        assert_equal(original_labels.shape[1], weights.shape[1])

    # equal weights if not set
    else:
        Severity: Major
        Found in combo/models/cluster_comb.py and 1 other location - About 1 hr to fix
        combo/models/score_comb.py on lines 323..328

        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 49.

        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

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

                if self.pre_fitted:
            print("Training Skipped")

        else:
            for clf in self.base_estimators:
        Severity: Minor
        Found in combo/models/cluster_comb.py and 1 other location - About 40 mins to fix
        combo/models/cluster_eac.py on lines 109..115

        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 34.

        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

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