A Multimodel-Based Deep Learning Framework for Short Text Multiclass Classification with the Imbalanced and Extremely Small Data Set

Table 2

Comparison of models for log case classification.

Classification task	Model	Accuracy (%)	F1-score (%)	Time (min)	Size (MB)
Log case classification (27 categories)	SVM	80.28	78	32	228
	Ensemble model	84.04	82	313	751
	DBLP	86.65	85	45	252