Final Validation Accuracy: 93.31%

Final Classification Report:
              precision    recall  f1-score   support

    NotOnion       0.94      0.96      0.95      3000
       Onion       0.93      0.89      0.91      1800

    accuracy                           0.93      4800
   macro avg       0.93      0.92      0.93      4800
weighted avg       0.93      0.93      0.93      4800

Running example inference...
Text: Man With Fogged-Up Glasses Forced To Finish Soup Using Other Senses
Prediction: Onion
Confidence: 87.76%

Probabilities:
NotOnion: 12.24%
Onion: 87.76%