Table 3. Effect of L2 regularization parameter on F1-score (validation set).

Value	F1-Score
1e-3	0.68
9e-3	0.69
9.5e-3	0.71
1e-2	0.71
1.2e-2	0.71
2e-2	0.68
1e-1	0.6