Table 1.

Comprehensive comparative analysis of related works in sentiment analysis for the Arabic language.

No	Algorithms	Data Source	Features	Best Result
[11]	NB	Mubasher Software Products	TF-IDF	NB 88.81%
	SVM		BOW
[12]	LR	Different Sources	TF-IDF	DT 92%
	KNN		BOW
	DT
[13]	SVM	Corpus of Saudi Tweets	TF-IDF	SVM85.25%
	KNN
	NB
	DT		BOW
	Deep Learning
[14]	SVM	Amazon Prime	TF-IDF	MLP 92.00%
	NB		BOW
	DT
	LR		W2Vec
	RF
	MLP
[15]	SVM	Customer reviews from cafes and restaurant	TF-IDF	SVM89%
	LR
	KNN
	NB
	RF
	DT
	NB
This Study	KNN	Reviews Customer Perceptions (coffee)	TF-IDF	SVM 94.95%
	SVM
	DT		MRMR
	RF