Additional Functions for Model Tuning
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Documentation for package ‘finetune’ version 1.2.0
Help Pages
| collect_metrics.tune_race | Obtain and format results produced by racing functions |
| collect_predictions | Obtain and format results produced by racing functions |
| collect_predictions.tune_race | Obtain and format results produced by racing functions |
| control_race | Control aspects of the grid search racing process |
| control_sim_anneal | Control aspects of the simulated annealing search process |
| plot_race | Plot racing results |
| show_best.tune_race | Investigate best tuning parameters |
| tune_race_anova | Efficient grid search via racing with ANOVA models |
| tune_race_anova.model_spec | Efficient grid search via racing with ANOVA models |
| tune_race_anova.workflow | Efficient grid search via racing with ANOVA models |
| tune_race_win_loss | Efficient grid search via racing with win/loss statistics |
| tune_race_win_loss.model_spec | Efficient grid search via racing with win/loss statistics |
| tune_race_win_loss.workflow | Efficient grid search via racing with win/loss statistics |
| tune_sim_anneal | Optimization of model parameters via simulated annealing |
| tune_sim_anneal.model_spec | Optimization of model parameters via simulated annealing |
| tune_sim_anneal.workflow | Optimization of model parameters via simulated annealing |