[Retracted] Optimal Scheduling Model of WDM/OTN Network Transmission Line Based on Machine Learning

Table 5

Comparative analysis of the characteristics of three classification algorithms.

Algorithm	Advantage	Disadvantage	Compatibility with routing plan
Naive Bayes classifier	Low operation cost, support incremental operation, and strong interpretability	Not suitable for strongly associated properties	Higher, and the probability-based routing mechanism will be adopted later.
Decision tree	Easy to extract rules, easy to visualize, and fast to test	Cannot be parameterized and easy to overfit	Not suitable, and it is difficult to cooperate with the routing mechanism
Logistic regression classifier	Low computational cost, simple implementation, and strong interpretation of results	May underfit	Higher, and the routing mechanism based on edge weight will be adopted later.