Individual property is taken into account to measure the relationship between every spy example and all representative ones.
for example x, we firstly compute its similarity to each of the representative examples, and then the probability of the example x belonging to the positive class and negative class can be calculated using the following formula: In the above formula, A scheme mixing population and individual property is designed to generate the similarity weights of spy examples.