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Table 2 Estimation Performance of Our Model for Each Traffic condition.

From: Traffic Flow Condition Classification for Short Sections Using Single Microwave Sensor

Method Flow Dense Congested
Analytic Geometry 99% 84% 70%
Without Error Prediction 100% 78% 35%
Error Prediction 99% 24% 46%
SVM with One-Against-All Method 100% 46% 97%
SVM with Binary Comparison 100% 74% 100%
BackPrp NN-SCG (3-20-3) 99.14% 85.31% 100%
BackPrp NN-LM (3-50-3) 99.07% 68% 98.93%
BackPrp NN-GDM (3-10-3) 95.02% 57.33% 100%