Journal of Big Data

Table 11 Multi-layer perceptron cross-entropy loss function for GSMFPM and SMAFED on twitter sentiment analysis training corpus

From: Real-time event detection in social media streams through semantic analysis of noisy terms

	FEATURES
	UNIGRAM		BIGRAM		UNIGRAM + BIGRAM
EPOCH	SMAFED	GSMFPM	SMAFED	GSMFPM	SMAFED	GSMFPM
1	0.5478	0.5499	0.5612	0.5729	0.5535	0.5405
2	0.4911	0.5132	0.4405	0.4872	0.5004	0.5192
3	0.4537	0.4658	0.3909	0.4427	0.471	0.5087
4	0.4045	0.4147	0.3015	0.3528	0.4047	0.4584
5	0.3741	0.3762	0.2181	0.3177	0.3484	0.3698

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