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

Smart Learning Environments

Table 10 Results of prediction models—Input 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	0.984	0.98	0.98	0.98	0.98	0.96
RF	0.961	0.96	0.96	0.96	0.96	0.93
NN	0.953	0.95	0.95	0.95	0.95	0.67
KNN	0.881	0.88	0.88	0.88	0.88	0.64