Loading project/README.md +3 −3 Original line number Diff line number Diff line Loading @@ -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> | Resized | Features | Accuracy (Dev) | Best Parameters | Comments | | ------- | -------- | -------- | --------------- | ---- | | 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 | | 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}` | <img align="center" src="figures/random_forest/grid_search_results_rforest_50x50_hsv_max_depth_n_estimators.png" alt= "Grid" width="80%" height="auto"> Loading Loading
project/README.md +3 −3 Original line number Diff line number Diff line Loading @@ -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> | Resized | Features | Accuracy (Dev) | Best Parameters | Comments | | ------- | -------- | -------- | --------------- | ---- | | 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 | | 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}` | <img align="center" src="figures/random_forest/grid_search_results_rforest_50x50_hsv_max_depth_n_estimators.png" alt= "Grid" width="80%" height="auto"> Loading
