Design and Efficacy of a Data Lake Architecture for Multimodal Emotion Feature Extraction in Social Media

Table 3

Comparison model test results with MLSAF–MSAM.

Images	Text	Real emotion	MLSAF–MSAM	MLSAF
(a)	I can give you a description of a peaceful village night.	Neutral	Neutral	Neutral
(b)	The vet scared my dog so much he clipped his nails.	Negative	Negative	Negative
(c)	The nice weather became the reason for someone’s smile today.	Positive	Positive	Positive
(d)	This girl has started social smiling, and every once in a while, she throws in a big dramatic frown!	Positive	Negative	Positive