Tuning an Artificial Neural Network: Optimizing a Multiclass Text Classifier using KerasTuner and other basic Data Analytics Techniques

Explore how a text-based model’s performance could be improved by incorporating simple data and/or NLP techniques coupled with hyperparameter tuning for ANNs using KerasTuner’s Hyperband Algorithm

Nabanita Roy
Towards Data Science
12 min readAug 22, 2022

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