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Official Journal of the Japan Wood Research Society

Table 5 Comparison of classification results between different feature types

From: Classification of acoustic emission signals in wood damage and fracture process based on empirical mode decomposition, discrete wavelet transform methods, and selected features

 

Accuracy

Precision

Recall

F1-score

Feature Type 1

0.820

0.809

0.820

0.806

Feature Type 2

0.946 (15.37%)

0.947 (17.06%)

0.946 (15.37%)

0.945 (17.25%)

Feature Type 1 + 2

0.921 (12.32%)

0.924 (14.22%)

0.921 (12.32%)

0.920 (14.14%)