smac.runhistory.encoder.log_scaled_encoder

Classes

RunHistoryLogScaledEncoder(scenario[, ...])

Interfaces

class smac.runhistory.encoder.log_scaled_encoder.RunHistoryLogScaledEncoder(scenario, considered_states=[<StatusType.SUCCESS: 1>, <StatusType.CRASHED: 3>, <StatusType.MEMORYOUT: 5>, <StatusType.DONOTADVANCE: 6>], lower_budget_states=[], scale_percentage=5, seed=None)[source]

Bases: RunHistoryEncoder

transform_response_values(values)[source]

Transform the response values by linearly scaling them between zero and one and then using the log transformation.

Return type:

ndarray

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