smac.runhistory.encoder.log_encoder

Classes

RunHistoryLogEncoder(scenario[, ...])

Interfaces

class smac.runhistory.encoder.log_encoder.RunHistoryLogEncoder(scenario, considered_states=[StatusType.SUCCESS, StatusType.CRASHED, StatusType.MEMORYOUT], lower_budget_states=[], scale_percentage=5, seed=None)[source]

Bases: RunHistoryEncoder

transform_response_values(values)[source]

Transforms the response values by using log.

Return type:

ndarray

previous

smac.runhistory.encoder.inverse_scaled_encoder

next

smac.runhistory.encoder.log_scaled_encoder