A Neural Network Based Intelligent Support Model for Program Code Completion

Table 11

Classification performance comparison using insertion sort (IS) source codes.

Models	Precision (P)	Recall (R)	F-measure
LSTM-AM	0.99	0.97	0.97
LSTM	0.90	0.88	0.88
RNN	0.82	0.79	0.80
CNN	0.85	0.80	0.82
RF	0.62	0.55	0.58
RF + RBM	0.66	0.65	0.65
RF + DBN	0.71	0.66	0.68