Classification
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Dissecting the math (with visuals) of a tiny neural network
14 min read -
Bell-shaped assumptions for better predictions
8 min read -
Finding the best “line” to separate the classes? Yeah, sure…
17 min read -
Or why you should not trust predict_proba methods
10 min read -
Finding the perfect weights to fit the data in
9 min read -
A python tool to tune and visualize the threshold choices for binary and multi-class classification…
37 min read -
Learn basic concepts that make Support Vector Machine a powerful linear classifier
8 min read -
From tokens to labels: Performing classification with large language models
7 min read -
A non-parametric approach for fitting personalized treatments to patients
7 min read -
Unlocking efficient text classification with pre-trained models: a case study using OpenAI’s GPT-3.5-turbo
7 min read