2025-02-10 09:03:22,075 - INFO - plot_confusion_matrix - Confusion Matrix:
[[30  0  0  0  0  0  0  0  0  0  0  0  0]
 [ 0 36  0  0  0  0  0  0  0  0  0  0  0]
 [ 0  0 31  0  0  0  0  0  0  0  0  0  0]
 [ 0  0  0 39  0  0  0  0  0  0  0  0  0]
 [ 0  0  0  0 28  0  0  0  0  0  0  0  0]
 [ 0  0  0  0  0 34  0  0  0  0  0  0  0]
 [ 0  0  0  0  0  0 44  0  0  0  0  0  0]
 [ 0  0  0  0  0  0  0 21  0  0  0  0  0]
 [ 0  0  0  0  0  0  0  0 28  0  0  0  1]
 [ 0  0  0  0  0  0  0  0  0 39  0  0  0]
 [ 0  0  0  0  0  0  0  0  0  0 24  0  0]
 [ 0  0  0  0  0  0  0  0  0  0  0 29  0]
 [ 0  0  0  0  0  0  0  0  0  0  0  0 26]]
2025-02-10 09:03:23,007 - INFO - plot_confusion_matrix - Confusion matrix saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/evaluation/confusion_matrix.png
2025-02-10 09:03:23,012 - INFO - plot_confusion_matrix - Confusion matrix report saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/evaluation/confusion_matrix.csv
2025-02-10 09:03:23,336 - INFO - classification_report_bar - Classification report saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/evaluation/classification_report.csv
2025-02-10 09:03:24,642 - INFO - classification_report_bar - Classification report bar chart saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/evaluation/clf_bar.png
2025-02-10 09:03:24,646 - INFO - classification_report_bar - Overall Accuracy: 0.998
2025-02-10 09:03:26,055 - INFO - plot_classification_report_heatmap - Classification report heatmap saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/classification_report.png
2025-02-10 09:03:26,364 - INFO - plot_classification_report_heatmap - Classification report saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/classification_report.csv
2025-02-10 09:03:27,844 - INFO - plot_results - Training metrics saved to 2025-02-10-08-48-20-convnextv2-tiny-1k-224/training_metrics.csv