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

Table 7

J-S emotion class significance.

	Proposed BILSTM correct classification	Proposed BILSTM misclassification	Total
KNN correct classification	165	11	176
KNN misclassification	26	17	43
Total	191	28	219

When we ran a McNemar-type of the test, we found that the chi-squared statistic was 5.5.3, and a 1 represents the degree of freedom, which means that the 2-tailed value is 0.021. Consequently, the null hypothesis is deemed to be false, and an alternative hypothesis is adopted.