AI-Based Prediction of Capital Structure: Performance Comparison of ANN SVM and LR Models

Table 5

Algorithm metric errors.

Company	Metric	Model
		ANN	SVR	LR
Saudi Telecom	RMSE	0.0807	0.1274	0.0328
	MAE	0.0675	0.0879	0.0286
Saudi Electricity	RMSE	0.1198	0.0618	0.1267
	MAE	0.1008	0.0568	0.0994
Saudi Arabian Mining	RMSE	0.0678	0.0705	0.0283
	MAE	0.0583	0.0461	0.0168