Alibabacloud, Machine Learning, Graph Representation, Negative Sampling.
)-1+1/(kp_n (u│v) )-1/k) According to the preceding formula, the mean square error is related to both the positive sampling distribution p_d and the negative sampling distribution p_n. We also defined the relationship between negative and positive sampling distributions, which is also the criterion