Scientific Reports

Table 4 Performance of ML classifiers with feature selection (results in %).

From: Clickbait detection in news headlines using RoBERTa-Large language model and deep embeddings

Features	Models	Accuracy	Precision	Recall	F1-Score
TF-IDF	SVM	92	92	92	92
	LR	92	92	92	92
	DT	88	88	88	88
	KNN	88	87	88	88
	GB	79	84	80	79
	RF	90	90	90	90
	XGB	87	89	87	87
	AdaBoost	78	82	78	78
POS	SVM	63	65	64	63
	LR	63	65	64	64
	DT	64	64	64	64
	KNN	61	61	61	61
	GB	65	66	66	65
	RF	65	65	65	65
	XGB	65	66	66	66
	AdaBoost	64	65	65	65
Ngram	SVM	92	92	92	92
	LR	92	92	92	92
	DT	88	87	87	87
	KNN	87	87	87	87
	GB	79	84	80	79
	RF	90	90	90	90
	XGB	87	89	87	87
	AdaBoost	78	82	78	78

Significant values are in bold.

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