Sentiment analysis for cruises in Saudi Arabia on social media platforms using machine learning algorithms

Journal of Big Data

Table 6 Optimal parameter for Naive Bayes model

Parameter	Platform	Under-sampling		Over-sampling		Imbalance
Parameter	Platform	Fold 10	70%	Fold 10	70%	Fold 10	70%
useKernalEstimator	Instagram	True	True	True	True	True	True
	Snapchat	True	True	True	True	False	True
	Twitter	True	True	True	True	True	True