Table 7.

Qualitative comparison of macro-HAR methods with some of the mentioned criteria.

Methods			Accuracy	TCM	TCR	Generalization
Non-parametric	Supervised	Informed-SVM	Medium	Low	Low	High
		DT	Low	Medium	Medium	Low
		QDA	High	Low	Low	Low
		KNN	High	–	High	High
		RF	Medium	High	High	Medium
	Unsupervised	K-means	Low	–	Very High	High
Parametric	Unsupervised	DBN	High	High	Medium	High
		HMM	Medium	Medium	Medium	Medium
		GMM	Low	High	Medium	Medium
	Supervised	Uninformed-SVM	High	High	Low	High
		RNN	High	High	Medium	Medium
		LSTM	Very High	Very High	High	High
		CNN	High	High	Medium	High