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.

ModelsPrecision (P)Recall (R)F-measure

LSTM-AM0.980.950.96
LSTM0.870.890.87
RNN0.800.810.80
CNN0.830.840.83
RF0.640.590.61
RF + RBM0.700.630.66
RF + DBN0.750.800.77