Fix ensembles to have an empty `params_to_tune` #1008

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Run time

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Job	Run time
lint	1m 31s
test-pandas-versions (>=1.1,<1.2)	28m 34s
test (3.8, 0)	42m 51s
test-pandas-versions (>=1.2,<1.3)	30m 35s
test (3.8, 1)	37m 32s
test-pandas-versions (>=1.3,<1.4)	28m 14s
test (3.8, 2)	36m 22s
test-pandas-versions (>=1.4,<1.5)	25m 37s
test (3.10, 0)	43m 20s
test-pandas-versions (>=1.5,<2)	26m 4s
test (3.10, 1)	37m 28s
test (3.10, 2)	37m 16s
	6h 15m 24s