A Novel AI-Based Approach for Better Segmentation of the Fungal and Bacterial Leaf Diseases of Rice Plant

Table 6

Training-testing ratio (90-10) and learning rate 0.001.

Layers	Epochs	Accuracy		Execution time
		-means	RPK-means	-means	RPK-means
11	15	90.01%	90.02%	9 minutes, 20 seconds	9 minutes, 42 seconds
11	20	91.94%	92.30%	12 minutes,55 seconds	13 minutes,10 seconds
11	25	93.60%	94.34%	16 minutes,10 seconds	16 minutes, 50 seconds
11	30	94.58%	95.24%	19 minutes, 15 seconds	20 minutes,05 seconds
15	15	92.50%	93.20%	9 minutes, 20 seconds	9 minutes, 45 seconds
15	20	93.54%	94.25%	12 minutes, 55 seconds	13 minutes, 34 seconds
15	25	95.42%	96.88%	16 minutes, 10 seconds	16 minutes, 52 seconds
15	30	94.80%	95.35%	19 minutes, 15 seconds	19 minutes, 58 seconds