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Sample of decision tree selection based on the probability of events.
| Scenario | Real Data Uncertainty | Fake Data Uncertainty | Overall Uncertainty |
|---|---|---|---|
| Equal chances of win | −0.5 log2 (0.5) = 0.5 | −0.5 log2 (0.5) = 0.5 | 0.5 + 0.5 = 1 |
| 80% chances of a win for Real data | −0.8 log2 (0.8) = 0.2575 | −0.2 log2 (0.2) = 0.4644 | 0.2575 + 0.4644 = 0.7219 |
