Research Article
A Neural Network Based Intelligent Support Model for Program Code Completion
Table 12
Classification performance comparison using the greatest common divisor (GCD) source codes.
| Models | Precision (P) | Recall (R) | F-measure |
| LSTM-AM | 0.98 | 0.95 | 0.96 | LSTM | 0.87 | 0.89 | 0.87 | RNN | 0.80 | 0.81 | 0.80 | CNN | 0.83 | 0.84 | 0.83 | RF | 0.64 | 0.59 | 0.61 | RF + RBM | 0.70 | 0.63 | 0.66 | RF + DBN | 0.75 | 0.80 | 0.77 |
|
|