๐Ÿท ML Classifiers

= ๐Ÿท Classifier using ๐Ÿง  Machine Learning

Types

๐Ÿ‘ฎโ€โ™‚๏ธ Supervised machine learning

Generative classifier

= models the actual distribution of classes (โ†’ check how similar something is to a class)

Discriminative classifier

= models the decision boundary between classes (โ†’ check if something fits into the boundaries of a class)

When to choose which

  • Large documents โ†’ Logistic regression
  • Easy implementation โ†’ Naive Bayes