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[ENH] efficient _evaluate_by_index for MSE and RMSE (MeanSquaredError)#6248

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fkiraly merged 10 commits intomainfrom
mse-fast
Apr 8, 2024
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[ENH] efficient _evaluate_by_index for MSE and RMSE (MeanSquaredError)#6248
fkiraly merged 10 commits intomainfrom
mse-fast

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@fkiraly fkiraly commented Apr 1, 2024

Towards #4304

Efficient _evaluate_by_index for MSE and RMSE.

This PR is also meant to be a template for implementing _evaluate_by_index in cases where the metric is not the same as the mean of pseudo-values (i.e., the metric is not a mean loss) - this is the case for RMSE, which is not a mean due ot the root.

@fkiraly fkiraly added enhancement Adding new functionality module:metrics&benchmarking metrics and benchmarking modules labels Apr 1, 2024
@fkiraly fkiraly changed the title Mse fast [ENH] efficient _evaluate_by_index for MSE and RMSE Apr 1, 2024
@fkiraly fkiraly changed the title [ENH] efficient _evaluate_by_index for MSE and RMSE [ENH] efficient _evaluate_by_index for MSE and RMSE (MeanSquaredError) Apr 1, 2024
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enhancement Adding new functionality module:metrics&benchmarking metrics and benchmarking modules

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