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Two class learning problem

To be added...In machine learning, two class learning is a kind of supervised learning problem. Given the instances, the goal of the classifier is to classify them into two classes.

Example: XOR problem

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Multi class learning problem

To be added..In machine learning, multiclass or multinomial classification is the problem of classifying instances into more than two classes.

Example:

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Regression problem

To be added..From the machine learning perspective, regression problem can be considered as the classification problem where the class label is a continuous value.

Example: Predict the sunspot activity

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