Annotation and Detection of Emotion in Text-based Dialogue Systems with CNN
Table 5: Evaluation
['Class', 'neutral', 'positive', 'wondering', 'negative']
With optimized parameters, EmoNet was trained with tensorflow and Nvidia GPU. After 100 epochs’ training, an overall top-1 accuracy of 72.8% was achieved.