Research Article

Short-Term Traffic Volume Forecasting with Asymmetric Loss Based on Enhanced KNN Method

Table 5

Criterion indexes in experiment of normal algorithms and asymmetric algorithms.

Criterion IndexMSEMAEIMSE

Normal model using raw data168.448.83200.90
Normal model using smoothed data124.307.74138.77
Asymmetric loss model using smoothed data143.057.97124.71