Activity Feature Solving Based on TF-IDF for Activity Recognition in Smart Homes

Table 11

Recognition results using LSTM concerning dataset cairo.

Epoch	Accuracy	Precision	F-Measure
1	37.58%	49.05%	42.32%
5	51.03%	61.1%	55.51%
10	58.1%	66.18	61.82
15	58.79	63.4%	60.93%