smac.runhistory.encoder.scaled_encoder

Classes

RunHistoryScaledEncoder(scenario[, ...])

Interfaces

class smac.runhistory.encoder.scaled_encoder.RunHistoryScaledEncoder(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]

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

Return type:

ndarray

previous

smac.runhistory.encoder.log_scaled_encoder

next

smac.runhistory.encoder.sqrt_scaled_encoder