Figure 4

Accuracy of temporal network reconstruction (a) Average validation accuracy values as a function of window size for the naïve, HMM, BiLSTM-bin, BiLSTM-logi and BiLSTM-RSSI models, with fixed number of hidden neurons for BiLSTM models as summarised in Table 2. (b) Distribution of accuracy values shown as box-plots for the different models with optimal hyper-parameters values summarised in Table 2. Horizontal white bar inside box is median and white star is average