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remote-sensing/model_train/model_xgboost_gpu_20251212_125754_info.json
2025-12-13 14:20:57 +07:00

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{
"timestamp": "2025-12-12T12:57:54.509336",
"data_source": "Microsoft Planetary Computer STAC",
"collections": [
"sentinel-2-l2a",
"sentinel-1-rtc"
],
"features": [
"NDVI_mean",
"VH_dB_mean",
"VV_dB_mean"
],
"training_samples": 510,
"testing_samples": 128,
"train_accuracy": 1.0,
"test_accuracy": 0.578125,
"model_type": "XGBClassifier",
"device": "cuda:0",
"gpu_device": "RTX 4060",
"tree_method": "hist",
"n_estimators": 100,
"max_depth": 20,
"learning_rate": 0.1
}