Table 2.
Example of Probability matrix and In Bag matrix with estimated probability for each observation based on the average probability.
| No. | Tree1 | Tree2 | Tree3 | Tree4 | Avg Prob INB | Avg Prob OOB | Avg Prob Train |
|---|---|---|---|---|---|---|---|
| 1 | 0.6(1) | 0.7(0) | 0.8(1) | 0.2(0) | 0.70 | 0.45 | 0.58 |
| 2 | 0.5(1) | 0.7(1) | 0.1(0) | 0.1(0) | 0.50 | 0.10 | 0.35 |
| 3 | 0.1(0) | 0.9(1) | 0.4(1) | 0.8(0) | 0.65 | 0.45 | 0.55 |