Research on the Application of Bayesian-Optimized XGBoost in Minor Faults in Coalfields

Table 3

Comparison of different detection methods.

Location	Bay_XGBoost	RF	BP	SVM	Result
41	√	√	√	√	√
52	√	√	√	√	√
81	√	√	√	√	√
96	√	√	√	√	×
111	√	√	√	√	√
135	√	√	√	×	√
209	×	×	√	×	×
225	√	√	√	√	√
246	√	√	√	√	√
318	√	×	×	√	√
330	√	√	√	√	√
337	√	√	√	√	√
352	×	√	√	√	√
359	√	√	√	√	√
370	×	×	√	√	×