Enhanced Intelligent Smart Home Control and Security System Based on Deep Learning Model

Table 3

Comparison with previous works.

Model	Accuracy (%)
CNN [61]	96.00
CON-RNN [24]	91.79
Small Conv-LSTM [24]	91.50
Large Conv-LSTM [24]	91.50
Conv-CWRNN [24]	92.38
Conv-DCWRNN [24]	93.02
Proposed CNN-MufHAS	99.80