Research Article

Applying Clustered KNN Algorithm for Short-Term Travel Speed Prediction and Reduced Speed Detection on Urban Arterial Road Work Zones

Table 5

Prediction reliability based on mean absolute percentage error (MAPE).

MAPEPrediction reliability

0% ≤ MAPE < 10%Very accurate prediction
10% ≤ MAPE < 20%Accurate prediction
20% ≤ MAPE < 50%Reasonable prediction
50% > MAPENot accurate prediction