Research Article
A Neural Network Based Intelligent Support Model for Program Code Completion
Table 13
Classification performance comparison using prime number (PN) source codes.
| Models | Precision (P) | Recall (R) | F-measure |
| LSTM-AM | 0.95 | 0.94 | 0.94 | LSTM | 0.88 | 0.86 | 0.86 | RNN | 0.76 | 0.79 | 0.77 | CNN | 0.80 | 0.82 | 0.80 | RF | 0.59 | 0.60 | 0.59 | RF + RBM | 0.63 | 0.62 | 0.62 | RF + DBN | 0.65 | 0.66 | 0.65 |
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