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feat: implement comprehensive land cover classification pipeline with model benchmarking and experiment logging

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Victor Phan
2026-07-17 18:54:25 +07:00
parent a258db54cd
commit abab846884
69 changed files with 155558 additions and 105 deletions
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🚀 BẮT ĐẦU HUẤN LUYỆN MÔ HÌNH DECISION TREE (GPU & CACHE)
Initializing FeatureExtractor (mode=extended)...
📦 Đang load cache: training_data_507bd2ba4ec0d3fe107839cbf73a7a7d.joblib...
✅ Loaded 632 samples từ cache!
⚡ Đã bỏ qua download위성 data (tiết kiệm thời gian)
[CACHE HIT] Using cached dataset with 632 samples
Training DECISION_TREE model...
Evaluating model...
Generating classification report...
Saving model...
[MODEL MANAGER] Saving model to: model_train/model_decision_tree_auto.joblib
[MODEL MANAGER] Saving metadata to: model_train/model_decision_tree_auto_info.json
[MODEL MANAGER] Model saved successfully!
Training complete!
✅ Hoàn thành! Accuracy: 0.5906