Machine learning, the fundamentals of the algorithms

Discuss machine learning, the fundamentals of the algorithms mentioned in the attachment below and others you can find out about or recall from your own previous experience.

Discuss how to evaluate a ML approach, what is a confusion matrix, what measures are used?

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