However, applying standard cross-validation to HPO suffers from extremely high computational costs. In every HPO Therefore, the total time complexity is reduced to O(S + k 2 ), and the overall computational cost is significantly reduced. In the MTE, the default value of k is set to 5, and its square value is still much smaller than S.