Table 3. Accuracy of machine learning models using different colony sound features on three colony sound datasets.

Datasets	Dataset 1				Dataset 2				Dataset 3
Algorithm	KNN	DT	RF	SVM	KNN	DT	RF	SVM	KNN	DT	RF	SVM
VGGish	94.79%	93.45%	94.43%	91.56%	86.58%	85.14%	85.94%	81.46%	91.08%	88.81%	89.23%	89.15%
MFCC	69.09%	66.28%	69.17%	68.29%	90.48%	88.45%	89.95%	87.25%	66.04%	65.78%	65.13%	68.05%