Mass Rapid Transit System Passenger Traffic Forecast Using a Re-Sample Recurrent Neural Network

Figure 7

The confusion matrices with different re-sample weights and different hidden sizes. The confusion matrices are set with rows from congestion to normal from top to bottom.

(a) Weight (congestion, moderate, light, normal) is 0.15,0.15,0.2,0.5 with hidden size 200

(b) Weight (congestion, moderate, light, normal) is 0.25,0.25,0.25,0.25 with hidden size 150

(c) Weight (congestion, moderate, light, normal) is 0.15,0.15,0.2,0.5 with hidden size 250

(d) Weight (congestion, moderate, light, normal) is 0.02,0.023,0.97,0.86 with hidden size 250

(e) Without re-sample with hidden size 250