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    Predict Categories in Python using Scikit-learn's Logistic Regression module


    Despite its often confusing name, logistic regression is a linear model that is used for classification, or estimating discrete values.

    We'll use an inbuilt scikit-learn dataset of iris data to classify irises into three categories. We'll also look at metrics and tools to evaluate our classification models, including the accuracy score, classification report, and confusion matrix.