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

Table 10

F-G emotion class significance.

	Proposed BILSTM correct classification	Proposed BILSTM misclassification	Total
MNB correct classification	150	10	160
MNB misclassification	19	40	59
Total	169	50	219

With one degree of freedom, we observed that the 2-tailed value was 0.137 with a chi-square statistic of 2.22. As a result, the null hypothesis is discarded in favor of an alternative hypothesis.