Research Article

Research on Recognition of Quiet Period of Sandstone Acoustic Emission Based on Four Machine Learning Algorithms

Table 6

Generalization performance indexes of the models based on the four algorithms using composite data sets.

ModelPrecisionRecall score

KNN0.700.370.48
RF0.710.500.59
GBDT0.700.520.60
KSVM0.680.430.53