Multiclass Text Classification Using Keras to Predict Emotions: A Comparison with and without Word Embeddings

Do word embeddings add value to text classification models? Let’s find out in this multiclass prediction task for detecting emotions

Nabanita Roy
Towards Data Science
15 min readApr 19, 2022

--

Photo by Tengyart on Unsplash

Introduction

--

--

Data Scientist @ EY (UK & Ireland) | Education Lead @ Women in AI Ireland | ❤ NLP