def _get_confusion_description(self, slot, da_type):
slot_confusion_des = self.config["default"]
if slot in self.config.keys():
slot_confusion_des = self.config[slot]
refine_key = da_type + "_confusion_matrix"
if refine_key in slot_confusion_des.keys(): # this da_type is refined for this slot
refine = slot_confusion_des[refine_key]
slot_confusion_des = override_dicts(refine, slot_confusion_des["default_confusion_matrix"])
else:
slot_confusion_des = slot_confusion_des["default_confusion_matrix"]
return slot_confusion_des
def _get_confused_acts(self, da_type):
act_confusion = self.config['act_confusion']
confusion_des = act_confusion['default']['confusion_matrix']
if da_type in act_confusion.keys():
confusion_des = override_dicts(act_confusion[da_type]['confusion_matrix'], confusion_des)
#confusion_des = confusion_des['confusion_matrix']
confusable_values = confusion_des['confusable_acts']
if da_type not in confusable_values:
confusable_values.append(da_type)
acts, probs = self._get_confused_values(confusion_des, da_type, confusable_values)
return acts, probs
def _get_confusion_description(self, slot, da_type):
'''Get confusion description for the given slot.'''
slot_confusion_des = self.config['default']
if slot in self.config.keys():
slot_confusion_des = self.config[slot]
refine_key = da_type + '_confusion_matrix'
if refine_key in slot_confusion_des.keys():#this da_type is refined for this slot
refine = slot_confusion_des[refine_key]
slot_confusion_des = override_dicts(refine, slot_confusion_des['default_confusion_matrix'])
else:
slot_confusion_des = slot_confusion_des['default_confusion_matrix']
return slot_confusion_des
def _get_confused_acts(self, da_type):
'''Get confused actions and coresponding probability for an action type.'''
self.system_logger.debug('Get confused acts:%s'%da_type)
act_confusion = self.config['act_confusion']
confusion_des = act_confusion['default']['confusion_matrix']
if da_type in act_confusion.keys():
confusion_des = override_dicts(act_confusion[da_type]['confusion_matrix'], confusion_des)
#confusion_des = confusion_des['confusion_matrix']
confusable_values = confusion_des['confusable_acts']
if da_type not in confusable_values:
confusable_values.append(da_type)
acts, probs = self._get_confused_values(confusion_des, da_type, confusable_values)
return acts, probs