def Probability_Map(self,
probability_map_report=True,
probability_map_plot=True,
cumulative=True):
self.prob_map = {}
for i in range(self.num_feature + 1):
self.prob_map[i] = 0
trajectory_list = Examine.Apply_Policy_To_All_Hypo(
self.hypo_subset, self.num_feature,
self.state_action_label_value_map)
for i in trajectory_list:
self.prob_map[len(i)] += 1 / len(self.hypo_subset)
if cumulative:
for i in range(self.num_feature):
self.prob_map[i + 1] += self.prob_map[i]
if probability_map_report: Report.Report_Prob_Table(self.prob_map)
if probability_map_plot: Report.Plot_Prob_Table(self.prob_map)
