Dropout Rate

In the same vein, we vary the value of the dropout rate from 0 (no dropout at all) to 0.9 (we forget 90% between each epoch) to obtain its best value. In Figure 5, we observe that a dropout rate of 0.3 makes it possible to obtain the best accuracy, as well as the best F1 score.

**Figure 5.** Dropout rate comparison.
