INNER CODE UNIT · Python
plot_pareto
aimclub/FEDOT · fedot/api/main.py:392
def plot_pareto(self):
metric_names = [str(metric) for metric in self.metrics]
# archive_history stores archives of the best models.
# Each archive is sorted from the best to the worst model,
# so the best_candidates is sorted too.
best_candidates = self.history.archive_history[-1]
visualise_pareto(front=best_candidates,
objectives_names=metric_names,
show=True)
def plot_prediction(self, in_sample: Optional[bool] = None, target: Optional[Any] = None):
"""Plots prediction obtained from a graph.
Args:
in_sample: if current prediction is in_sample (for time-series forecasting), plots predictions as future
values.
target: user-specified name of target variable for :class:`MultiModalData`.
"""