Automated Amharic News Categorization Using Deep Learning Models

Table 6

Classification accuracy of SVM, MLP, and RF classifier with different hyperparameter values.

Classifier	Hyperparameters			Accuracy (%)
	Kernel	C	Gamma
SVM	“Linear”	1.0	1	86.6
	“rbf”	1.0	1	88.88
	“rbf”	100	1	88,56
	“rbf”	10	1	88,51
	“Linear”	10	1	87.58
MLP	hidden_layer_sizes		max_iter
	100		1000	87.57
	200		1000	88.48
RF	n_estimators
	100			87.28
	200			88.23
	300			88.88