Скачать или смотреть The Secret to Better Classification Models (predict_proba Explained)

Welcome to Gen AI Cafe! Did you know your classification model can do more than just predict a label? In this video, we reveal the power of .predict_proba() in Scikit-learn, a secret weapon for building more nuanced and effective classifiers.

Instead of just a "yes" or "no" answer, this method gives you the model's confidence, allowing you to make smarter, safer decisions, especially when the stakes are high.

In this quick and practical lesson, you'll learn:
✅ The difference between getting a hard label (.predict()) and a probability score (.predict_proba()).
✅ Why probability scores give you more granular control over your model's decisions.
✅ How to use custom thresholds to reduce costly errors like False Negatives in medical or security applications.

👋 I'm Sayan Dey, your host at Gen AI Cafe. With over 15 years of experience in enterprise AI and building LLM systems, I'm excited to guide you through the fascinating world of AI and Machine Learning.
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#Python #ScikitLearn #Classification #MachineLearning