&KaustubhUp025 [ENH] implement efficient _evaluate_by_index for GeometricMeanAbsoluteError#7095
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&KaustubhUp025 [ENH] implement efficient _evaluate_by_index for GeometricMeanAbsoluteError#7095
_evaluate_by_index for GeometricMeanAbsoluteError#7095Conversation
…etricMeanAbsoluteError
…MeanAbsoluteError with documentation as well
…MAE. This modification ensures that the errors are strictly positive before taking their logarithm, improving the numerical stability of the calculation.
…ient _evaluate_by_index for GMAE. Additional methods added :- _compute_pseudo_values: Computes the jackknife pseudo-values for the Geometric Mean Absolute Error (GMAE) metric, estimating the influence of each observation on the overall metric. _evaluate: Evaluates the GMAE metric on given inputs, providing the overall metric value. This method is the core logic called from the evaluate method and computes the arithmetic mean over time points by default.
Towards #4751 Creating class for MAEP for the private repo
Merge branch 'sktime:main' into Ksktime2
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Oct 29, 2024
_evaluate_by_index for GeometricMeanAbsoluteError_evaluate_by_index for GeometricMeanAbsoluteError
_evaluate_by_index for GeometricMeanAbsoluteError_evaluate_by_index for GeometricMeanAbsoluteError
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Towards #4304
Implementation of efficient
_evaluate_by_indexperformance metric forGeometricMeanAbsoluteErrorby taking reference from #4302Originally in #6244, which was deleted by @KaustubhUp025, this contained changes both by myself and @KaustubhUp025