Research Article
Quantitative Analysis of the Main Controlling Factors of Oil Saturation Variation
Table 1
of RF model under different outlier processing methods.
| Algorithms | Scoring | Ignore | Mean | Median | Delete |
| RF | Train | 0.96 | 0.95 | 0.97 | 0.96 | Test | 0.57 | 0.51 | 0.72 | 0.68 |
| GBT | Train | 0.93 | 0.92 | 0.93 | 0.92 | Test | 0.60 | 0.46 | 0.71 | 0.65 |
| ADBT | Train | 0.78 | 0.77 | 0.79 | 0.72 | Test | 0.67 | 0.46 | 0.71 | 0.69 |
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