Table 2. Staff assignment with respect... | Emerald Publishing

Table 2.

Staff assignment with respect to work categories, obtained with Bi-LSTM and LSTM RNN: precision, recall, F1-score

		Bi-LSTM			LSTM
Class	Staff assignment (by work category)	Precision	Recall	F1	Precision	Recall	F1
1	Electrical	0.9646	0.9526	0.9586	0.9689	0.9534	0.9611
2	Fabrics	0.9754	0.9599	0.9676	0.9667	0.9768	0.9717
3	Management	0.9500	0.9048	0.9268	0.9500	0.9500	0.9500
4	Mechanical	0.9659	0.9863	0.9760	0.9822	0.9768	0.9795
5	Minor new works	0.9066	0.9647	0.9348	0.8976	0.9739	0.9342
6	Waste disposal	0.8488	0.9605	0.9012	0.8721	0.9740	0.9202

		Bi-LSTM			LSTM
Class	Staff assignment (by work category)	Precision	Recall	F1	Precision	Recall	F1
1	Electrical	0.9646	0.9526	0.9586	0.9689	0.9534	0.9611
2	Fabrics	0.9754	0.9599	0.9676	0.9667	0.9768	0.9717
3	Management	0.9500	0.9048	0.9268	0.9500	0.9500	0.9500
4	Mechanical	0.9659	0.9863	0.9760	0.9822	0.9768	0.9795
5	Minor new works	0.9066	0.9647	0.9348	0.8976	0.9739	0.9342
6	Waste disposal	0.8488	0.9605	0.9012	0.8721	0.9740	0.9202

Source: Author’s own