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Commit 0532f716 authored by igraf's avatar igraf
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Update README.md

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...@@ -460,9 +460,9 @@ We see that for all settings, a higher number of estimators leads to better resu ...@@ -460,9 +460,9 @@ We see that for all settings, a higher number of estimators leads to better resu
<details> <summary> This did indeed lead to better results: 150 estimators: accuracy of <b>0.481</b> ✨ </summary> <details> <summary> This did indeed lead to better results: 150 estimators: accuracy of <b>0.481</b> ✨ </summary>
| Resized | Features | Accuracy (Dev) | Best Parameters | Comments | | Resized | Features | Accuracy (Dev) | Best Parameters |
| ------- | -------- | -------- | --------------- | ---- | | ------- | -------- | -------- | --------------- |
| 50x50 | HSV only | 0.481| `{'max_depth': 40, 'max_features': 'sqrt', 'min_samples_leaf': 2, 'min_samples_split': 2, 'n_estimators': 150}` | Time for optimization: 251 min | | 50x50 | HSV only | 0.481| `{'max_depth': 40, 'max_features': 'sqrt', 'min_samples_leaf': 2, 'min_samples_split': 2, 'n_estimators': 150}` |
<img align="center" src="figures/random_forest/grid_search_results_rforest_50x50_hsv_max_depth_n_estimators.png" alt= "Grid" width="80%" height="auto"> <img align="center" src="figures/random_forest/grid_search_results_rforest_50x50_hsv_max_depth_n_estimators.png" alt= "Grid" width="80%" height="auto">
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