Identifying Known and Unknown Mobile Application Traffic Using a Multilevel Classifier

Table 6

Evaluation results for Dataset2.

	WeChat		Tencent Video		BILIBILI		Sougou Pinyin		TaoBao		BaiDu		QQ
	TP	FP	TP	FP	TP	FP	TP	FP	TP	FP	TP	FP	TP	FP
Random Forest	3295	212	∗	151	∗	215	733	20	∗	376	60	281	83	232
1D-CNN	3082	807	∗	130	∗	664	750	213	∗	691	56	309	53	1149
Three- Layer Classifier	2662	17	∗	31	∗	10	697	1	∗	22	2	24	13	47