Joining Attributes
Useful if there are interactions among attributes
Estimates of probabilitiesroblem-
- Given: Set of {age, weight, height, shoe-size}
- Find: Attribute {age, height, weight}
- Such that accuracy of classifier is maximized
Partition Selection Problem-
- Given: Set of independent {{age}, {weight}, {height}, {shoe-size}}
- Find: Attribute {{age, height}, {weight}}
- Such that accuracy of classifier is maximized