Detection of COVID-19 Using Protein Sequence Data via Machine Learning Classification Approach

Table 8

Average running time of XGBoost and KNN.

Training data percentage	XGBoost running time (seconds)	KNN running time (seconds)
60%	1.45	0.049
70%	1.51	0.053
80%	1.47	0.062
90%	1.34	0.065
Average	1.443	0.057

The average runtime of KNN is faster compared to XGBoost, as observed from the boldfaced entries.