1. Implement ID3 in a language of your choice and run it on the credit history example from the…

1. Implement ID3 in a language of your choice and
run it on the credit history example from the text. If you use LISP, consider
the algorithms and data structures developed in Section 16.13 for suggestions.

2. Discuss problems that can arise from using
continuous attributes in data, such as a monetary cost, dollars and cents, or
the height, a real number, of an entity. Suggest some method for addressing
this problem of continuous data.

3. Other problems of ID3 are bad or missing data.
Data is bad if one set of attributes has two different outcomes. Data is
missing if part of the

1. Implement ID3 in a language of your choice and
run it on the credit history example from the text. If you use LISP, consider
the algorithms and data structures developed in Section 16.13 for suggestions.

2. Discuss problems that can arise from using
continuous attributes in data, such as a monetary cost, dollars and cents, or
the height, a real number, of an entity. Suggest some method for addressing
this problem of continuous data.

3. Other problems of ID3 are bad or missing data.
Data is bad if one set of attributes has two different outcomes. Data is
missing if part of the attribute is not present, perhaps because it was too
expensive to obtain. How might these issues be dealt with in development of ID3
algorithms?

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