Ejemplo n.º 1
0
    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
Ejemplo n.º 2
0
    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
Ejemplo n.º 3
0
    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
Ejemplo n.º 4
0
    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