A Benchmarking of Learning Strategies for Pest Detection and Identification on Tomato Plants for Autonomous Scouting Robots Using Internal Databases

Table 4

Machine learning accuracy results.

	T0	T1	T2	T3	T4	T5	T6	T7	T8	T9	AVR
KNN	66.11%	66.16%	66.25%	66.45%	66.83%	65.94%	66.92%	67.23%	66.36%	66.50%	66.47%
MLP	80.35%	81.12%	80.40%	80.35%	82.34%	80.93%	81.62%	81.71%	81.18%	81.27%	81.12%