Web Reference: Jul 23, 2025 · To better understand how the predict_proba () function works in practice, let's walk through an example using Scikit-learn's SVC on a simple dataset. We will train an SVC model, use predict_proba () to obtain probability estimates, and discuss the results. Step 1: Import Libraries and Prepare Data. Jul 6, 2023 · Logistic regression is a popular algorithm used for this purpose. scikit-learn, a popular machine learning library in Python, provides a `predict_proba` method to predict the probability of an event using logistic regression. Jun 19, 2020 · If you want the probability estimates, use predict_proba(). You can easily transform the latter into the former by applying a threshold: if the predicted probability is larger than 0.50, predict the positive class.
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