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Tag: binary-classification

Model Evaluation Using Confusion Matrix

October 27, 2018

1. Overview “Confusion matrix sometimes also known as an error matrix, is a specific table layout that allows visualization of the performance of a supervised machine algorithm like naive Bayes, SVM,…

Naive Bayes Text Classification Example

October 8, 2018

1. Overview Let’s first discuss what is Naive Bayes algorithm. “Naive Bayes classifiers are a family of simple “probabilistic classifiers” based on applying Bayes’ theorem with strong (naive) independence assumptions…