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Separation occurs when some classes of a categorical outcome can be perfectly distinguished by a linear combination of other variables.
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How to know whether the data is linearly separable?
The data has many features (e.g. 100) and the number of instances is like 100,000. The data is sparse. I want to fit the data using logistic regression or svm. How do I know whether features are linea …