4 Types of Classification Tasks in Machine Learning

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TL;DR

Overview about types of classification tasks and which algorithms to use with each task

Article Link

https://machinelearningmastery.com/types-of-classification-in-machine-learning/

Author

Jason Brownlee

Key Takeaways

4 main type of classification tasks

• Binary Classification: 0 or 1
• Multi-Class Classification: model predicts the probability of an example belonging to each class label.
• Multi-Label Classification: classification tasks that have two or more class labels, where one or more class labels may be predicted for each example.
• Imbalanced Classification: classification tasks where the number of examples in each class is unequally distributed.

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