Table 3 The evaluations of different models.

From: Data-fusion for in-situ monitoring and molten state identification during LPBF of NiCoCr medium-entropy alloy

Model

Accuracy (%)

Precision (%)

Recall (%)

F1-score (%)

PSO-XGBoost

92.16

92.16

92.14

92.15

BP

88.08

88.32

88.08

88.20

CNN

89.84

89.96

89.84

89.90

RF

89.04

89.41

89.04

89.22

SVM

80.4

81.43

80.4

80.91

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