Table 4.

Effect of varying the learning rate (λ) on the number of training iterations performed, total training time and the resulting micro-averaged F-measure. The highest performance is shown in bold

λ	Iterations	Time (min)	F-measure
10−2	4	10.7	0.743
10−3	4	13.3	0.765
10−4	4	48.8	0.782
10−5	2	124.0	0.762
10−6	8	986.6	0.775
10−7	17	4656.5	0.770