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Artificial Intelligence Given the following training data set, please create a decision tree by using ID3 algorithm to classify the column D: Compute the entropies
Artificial Intelligence
Given the following training data set, please create a decision tree by using ID3 algorithm to classify the column D:
Compute the entropies and information gains and draw your decision tree. Excel may be used to compute each entropie.
A | B | C | D |
2 | 1 | 2 | no |
2 | 1 | 2 | no |
2 | 2 | 2 | yes |
1 | 2 | 2 | yes |
1 | 2 | 2 | yes |
1 | 2 | 1 | no |
1 | 2 | 1 | no |
1 | 2 | 1 | no |
NOTE: Show work/formula used for each entropy calculation.
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