| @@ -143,17 +143,17 @@ Results | |||||
| The accuracy of search and reuse is presented in the table below: | The accuracy of search and reuse is presented in the table below: | ||||
| ==================== ================================= ================================= | |||||
| Top-1 Performance Job Selector Reuse Average Ensemble Reuse | |||||
| ==================== ================================= ================================= | |||||
| 0.859 +/- 0.051 0.844 +/- 0.053 0.858 +/- 0.051 | |||||
| ==================== ================================= ================================= | |||||
| ==================== ================================= ================================= ================================= ================================= | |||||
| Top-1 Reuse Job Selector Reuse Average Ensemble Reuse Best in Market Average in Market | |||||
| ==================== ================================= ================================= ================================= ================================= | |||||
| 0.846 +/- 0.054 0.845 +/- 0.053 0.862 +/- 0.051 0.859 +/- 0.051 0.507 +/- 0.030 | |||||
| ==================== ================================= ================================= ================================= ================================= | |||||
| * ``test_labeled``: | * ``test_labeled``: | ||||
| We present the change curves in classification error rates for both the user's self-trained model and the multiple learnware reuse(EnsemblePrune), showcasing their performance on the user's test data as the user's training data increases. The average results across 10 users are depicted below: | We present the change curves in classification error rates for both the user's self-trained model and the multiple learnware reuse(EnsemblePrune), showcasing their performance on the user's test data as the user's training data increases. The average results across 10 users are depicted below: | ||||
| .. image:: ../_static/img/text_example_labeled_curves.png | |||||
| .. image:: ../_static/img/text_labeled_curves.png | |||||
| :align: center | :align: center | ||||
| :alt: Text Limited Labeled Data | :alt: Text Limited Labeled Data | ||||