Journal of Big Data

Table 8 Optimal parameter for the SVM model

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

Parameter	checksTurnedOff
Parameter	Platform	Instagram	Snapchat	Twitter
Under-sampling	10-fold	True	False	True
Under-sampling	70%	True	True	True
Over-sampling	10-fold	False	False	True
Over-sampling	70%	False	False	False
Imbalance	10-fold	False	False	False
Imbalance	70%	False	False	False

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