at_model¶
Functions and constants to define the at_model selector.
Functions
calculate_error_coefficients |
Calculates the prediction’s error coefficients. |
select_models |
Select models from data. |
Dispatchers
dsp |
Defines an omni-comprehensive gear shifting model for automatic vehicles. |
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name
= 'at_model'¶ Model name.
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models
= ['MVL', 'CMV', 'CMV_Cold_Hot', 'DTGS', 'GSPV', 'GSPV_Cold_Hot', 'specific_gear_shifting', 'change_gear_window_width', 'max_velocity_full_load_correction', 'plateau_acceleration']¶ Parameters that constitute the model.
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inputs
= ['idle_engine_speed', 'full_load_curve', 'accelerations', 'motive_powers', 'engine_speeds_out', 'engine_coolant_temperatures', 'plateau_acceleration', 'time_cold_hot_transition', 'times', 'stop_velocity', 'cycle_type', 'use_dt_gear_shifting', 'specific_gear_shifting', 'velocity_speed_ratios', 'velocities', 'MVL', 'fuel_saving_at_strategy', 'change_gear_window_width', 'max_velocity_full_load_correction']¶ Inputs required to run the model.
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outputs
= ['gears']¶ Relevant outputs of the model.
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targets
= ['gears']¶ Targets to compare the outputs of the model.
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weights
= {'gears': -1}¶ Weights coefficients to compute the model score.
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metrics
= {'gears': <function _accuracy_score>}¶ Metrics to compare outputs with targets.