Unlocking teachers’ potential: MOOCLS, a visualization tool for enhancing MOOC teaching

Smart Learning Environments

Table 8 Results of prediction models—Perception dataset (best predicted result of the model are bolded)

Algo	Avg. accuracy	Avg. precision	Avg. recall	Avg. f1-score	Avg. micro-precision	Avg. macro-precision
DT	0.97	0.97	0.97	0.97	0.97	0.88
RF	0.94	0.94	0.94	0.93	0.94	0.71
NN	0.97	0.97	0.97	0.97	0.96	0.91
KNN	0.90	0.90	0.91	0.89	0.90	0.60