Gamification and Machine Learning Inspired Approach for Classroom Engagement and Learning

Table 5

Summarized description of the best ANFIS models’ statistical criteria and conditions.

Error parameters	FS		ANN		ANFIS
	Train	Test	Train	Test	Train	Test
RMSE	4.20%	3.84%	2.45%	1.77%	1.75%	1.30%
R^2	0.89%	0.81%	0.87%	0.84%	0.92%	0.90%
VAF (%)	90.17	81.65	87.66	79.69	93.68	88.89
MEDAE	1.88	1.49	2.43	1.19	1.59	1.19