Anticipating Corporate Financial Performance from CEO Letters Utilizing Sentiment Analysis

Table 10

Average accuracy of the analyzed methods and weighted average TP, FP, Pre, Re, F-m, and ROC for classification of financial performance (safe zone, grey zone, and distress zone).

Model	Acc (%)	TP	FP	Precision	Recall	F-m	ROC
NB	0.6925	0.1187	0.3333	0.3097	0.1187	0.0451	0.3358
SVM	0.7022	0.1183	0.3333	0.3130	0.1183	0.0442	0.3298
LR	0.7046	0.1183	0.3333	0.3138	0.1183	0.0442	0.3324