OutLine: What is a linear classification What is the difference between logistic and linear Logistic vs Linear important points Python code Conclusion What is a linear classification? A linear classifier(L.C) is very similar to a logistic regressor, it classifies the data points based on the linear combination of features. Now, what does it mean? The outcome of this classifier is derived from an equation that considers all the features during classification. Therefore, LC separates the data samples using a line or a hyperplane in case of a higher dimension. Linear regression/classifiers both are part of the supervised machine learning
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