Table 9 Results of prediction models—Processing dataset (best predicted result of the model are bolded)
From: Unlocking teachers’ potential: MOOCLS, a visualization tool for enhancing MOOC teaching
Algo | Avg. accuracy | Avg. precision | Avg. recall | Avg. f1-score | Avg. micro-precision | Avg. macro-precision |
|---|---|---|---|---|---|---|
DT | 0.990 | 0.99 | 0.99 | 0.99 | 0.99 | 0.98 |
RF | 0.988 | 0.99 | 0.99 | 0.99 | 0.99 | 0.98 |
NN | 0.979 | 0.98 | 0.98 | 0.98 | 0.98 | 0.95 |
KNN | 0.809 | 0.78 | 0.81 | 0.87 | 0.81 | 0.54 |