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[DOC] Modify readme.md for Image Example

tags/v0.3.2
shihy 2 years ago
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      examples/dataset_image_workflow/README.md

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examples/dataset_image_workflow/README.md View File

@@ -37,10 +37,12 @@ With the experimental setup above, we evaluated the performance of RKME Image by
| Job Selector Reuse (Multiple) | 0.534 |
| Average Ensemble Reuse (Multiple) | 0.676 |

In some specific settings, the user will have a small number of labeled samples. In such settings, learning the weight of selected learnwares on a limited number of labeled samples can result in a better performance than training directly on a limited number of labeled samples.

### Labelled Sample Scenario

In some specific settings, the user will have a small number of labeled samples. In such settings, learning the weight of selected learnwares on a limited number of labeled samples can result in a better performance than training directly on a limited number of labeled samples.

<div align=center>
<img src="../../docs/_static/img/image_labeled.svg" alt="Results on Image Experimental Scenario" style="width:50%;" />
</div>
</div>

Note that in labelled sample scenario, the labelled samples are repeatedly sampled 3 to 10 times, in order to reduce the estimation error in accuracy due to random sampling.

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