A new industry is envisaged: auditing and assurance of algorithms with the remit to validate artificial intelligence, machine learning, and associated algorithms.

However, the sample distribution of KNN algorithm is uneven or the sample size is too large, which affects the accuracy and efficiency of the algorithm. To solve this problem, the KNN algorithm is ...