The Research of Convolutional Neural Network Based on Integrated Classification in Question Classification

Table 3

Comparative experimental results of different models.

Models	DES	HUM	LOC	NUM	OBJ	TIME	Total
Bayes	85.41	69.28	75.63	87.82	77.58	73.14	78.20
SVM	86.20	68.74	76.48	88.24	77.82	74.15	78.73
CNN	84.65	71.38	78.82	87.64	78.43	74.48	80.81
W2V + CNN	86.46	78.54	79.23	89.17	79.35	77.79	82.62
W2V + B-CNN	88.57	80.24	84.72	92.47	83.18	82.74	85.67