smac.runhistory.encoder.scaled_encoder

Classes

RunHistoryScaledEncoder(scenario[, ...])

Interfaces

class smac.runhistory.encoder.scaled_encoder.RunHistoryScaledEncoder(scenario, considered_states=[<StatusType.SUCCESS: 1>, <StatusType.CRASHED: 2>, <StatusType.MEMORYOUT: 4>], lower_budget_states=[], scale_percentage=5, seed=None)[source]

Bases: RunHistoryEncoder

transform_response_values(values)[source]

Transforms the response values by linearly scaling them between zero and one.

Return type:

ndarray

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