TF-IDF + Multinomial NB · Live

Understand how your
text truly feels.

Paste reviews or feedback below — one per line — and let the model classify each as Positive, Neutral, or Negative.

Accuracy Notice: This model achieves ~70% accuracy on benchmark data. Results may vary depending on the nature of the text. Use for exploratory purposes only.

Reviews · one per line

Model Comparison

ModelAcc.F1AUC
TF-IDF + MNBActive69.6%0.6960.862
BoW + MNB69.3%0.6910.843
BoW + BNB65.7%0.6510.829
TF-IDF + BNB65.7%0.6510.829