Defining a Learning Problem

• Experience:

• Task:

• Performance Measure:

• Which is better first question?

A program is said to learn from experience E with respect to task T and performance measure P, if it’s performance at tasks in T, as measured by P, improves with experience E.

• Target Function:

• Representation of Target Function Approximation

• Learning Algorithm

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