A Deep Neural Network Model for the Detection and Classification of Emotions from Textual Content

Table 11

F-S emotion class significance.

	Proposed BILSTM correct classification	Proposed BILSTM misclassification	Total
MNB correct classification	145	20	165
MNB misclassification	29	25	54
Total	174	45	219

A chi-square statistic a = 1.3 gives us a value of 0.253 for the two-tailed McNemar's test, and a degree of freedom of 1. An alternate hypothesis is therefore accepted, and the null hypothesis is rejected.