Tests

Add metric computation functions for surrogate performance evaluation #1649

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Run time

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Job	Run time
test (ubuntu-latest, 3.12)	10m 3s
test (macos-latest, 3.12)	4m 54s
test (windows-latest, 3.12)	11m 32s
test (ubuntu-latest, 3.11)	8m 53s
test (ubuntu-latest, 3.10)	9m 24s
	44m 46s