Journal of Big Data

Table 8 Prediction results considering different correlation utilizing the dataset of user U2

From: Context pre-modeling: an empirical analysis for classification based user-centric context-aware predictive modeling

Classifier	t = 90%			t = 70%			t = 10%
Classifier	Precision	Recall	\(F_1\) Score	Precision	Recall	\(F_1\) Score	Precision	Recall	\(F_1\) Score
RF	0.88	0.87	0.87	0.88	0.87	0.87	0.62	0.61	0.61
DT	0.88	0.87	0.87	0.88	0.87	0.87	0.62	0.60	0.61
KNN	0.85	0.85	0.85	0.85	0.85	0.85	0.63	0.62	0.62
NB	0.66	0.71	0.68	0.65	0.71	0.68	0.58	0.63	0.61
SVM	0.73	0.74	0.73	0.72	0.72	0.72	0.67	0.66	0.66
ANN	0.80	0.79	0.79	0.80	0.79	0.79	0.24	0.24	0.22

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