| model | Test Accuracy | precision(severe, moderate,light,seat available) | recall(severe, moderate,light,seat available) | F1-score(severe, moderate,light,seat |
| Weighs(0.25,0.25,0.25,0.25)HiddenSize 200 | 0.792 | 0.88 | 0.69, | 0.71, | 0.92 | 0.88, | 0.77, | 0.70, | 0.82 | 0.88, | 0.73, | 0.70, | 0.87 | Weights(0.2,0.2,0.2,0.4)Hiddensize 200 | 0.81 | 0.86, | 0.72, | 0.68, | 0.90 | 0.81, | 0.73, | 0.69, | 0.90 | 0.83, | 0.72, | 0.69, | 0.90 | Weights(0.15,0.15,0.2,0.5) Hiddensize 200 | 0.837 | 0.89, | 0.70, | 0.71, | 0.92 | 0.80, | 0.76, | 0.69, | 0.93 | 0.84, | 0.73, | 0.70, | 0.92 | Weights(0.02,0.023,0.097,0.086)Hiddensize 200 | 0.92 | 0.57, | 0.56, | 0.73, | 0.95 | 0.40, | 0.43, | 0.63, | 0.98 | 0.47, | 0.49, | 0.68, | 0.97 | Weights(0.2,0.2,0.2,0.4)Hiddensize 150 | 0.811 | 0.81, | 0.70, | 0.74, | 0.90 | 0.83, | 0.70, | 0.68, | 0.92 | 0.82, | 0.70, | 0.71, | 0.92 | Weights(0.15,0.15,0.2,0.5) Hiddensize 150 | 0.836 | 0.83, | 0.68, | 0.73, | 0.94 | 0.79, | 0.79, | 0.74, | 0.90 | 0.81, | 0.73, | 0.74, | 0.92 | Weighs(0.25,0.25,0.25,0.25)HiddenSize 150 | 0.827 | 0.94, | 0.72, | 0.78, | 0.89 | 0.84, | 0.86, | 0.70, | 0.90 | 0.89, | 0.78, | 0.74, | 0.90 | Weights(0.02,0.023,0.097,0.86)Hiddensize 150 | 0.937 | 0.69, | 0.68, | 0.78, | 0.96 | 0.45, | 0.57, | 0.68, | 0.99 | 0.55, | 0.62, | 0.73, | 0.97 | Weights(0.2,0.2,0.2,0.4)Hiddensize 250 | 0.832 | 0.88 | 0.67, | 0.74, | 0.95 | 0.84, | 0.81, | 0.68, | 0.92 | 0.86, | 0.73, | 0.71, | 0.93 | Weights(0.15,0.15,0.2,0.5) Hiddensize 250 | 0.86 | 0.91, | 0.74, | 0.78, | 0.91 | 0.81, | 0.78, | 0.74, | 0.95 | 0.80, | 0.72, | 0.79, | 0.95 | Weighs(0.25,0.25,0.25,0.25)HiddenSize 250 | 0.791 | 0.82, | 0.66, | 0.79, | 0.92 | 0.82, | 0.76, | 0.72, | 0.88 | 0.82, | 0.70, | 0.75, | 0.90 | Weights(0.02,0.023,0.097,0.86)Hiddensize 250 | 0.93 | 0.79, | 0.53, | 0.71, | 0.97 | 0.55, | 0.43, | 0.71, | 0.98 | 0.65, | 0.48, | 0.71, | 0.97 | Without resample Hidden size 250 | 0.927 | 0.56, | 0.78, | 0.68, | 0.96 | 0.62, | 0.54, | 0.67, | 0.97 | 0.59, | 0.64, | 0.67, | 0.97 |
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