Attributes
search_data
- return type:
pandas dataframe
Dataframe containing information about the score and the value of each parameter. Each row shows the information of one optimization iteration.
example:
| x1 | x2 | score |
|---|---|---|
| 5 | 15 | 0.3 |
| 10 | 12 | 0.7 |
| ... | ... | ... |
| ... | ... | ... |
best_score
- return type:
float
Numerical value of the best score, that was found during the optimization run.
best_para
- return type:
dict
Parameter dictionary of the best score, that was found during the optimization run.
eval_times
- return type:
list
List of evaluation times (time of objective function evaluation) collected during the optimization run.
iter_times
- return type:
list
List of iteration times (evaluation + optimization) collected during the optimization run.