Home▸Data Science▸Bag-of-Words vs TF-IDF: Tweet Sentiment Classifier

🐦 Bag-of-Words vs TF-IDF: Tweet Sentiment Classifier

Watch a live nearest-centroid classifier sort tweets into positive/negative/neutral in a 3D word-weight space, and see how switching Bag-of-Words counts for TF-IDF re-weighting reshapes the space and changes accuracy.

Data Science3DModerate60 FPS

⚙ Under the hood

Three.jsnlpsentiment-analysistfidfbag-of-wordstext-classificationInstancedMesh

3D · Three.js / WebGL renderer · 60 FPS target · runs fully client-side, no install