Classification Task-Driven Hyperspectral Band Selection Via Interpretability from XGBoost

Xiaodi Shang, Chuanyu Cui,Xudong Sun, Xiaopeng Wang,Jiahua Zhang

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing（2025）

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关键词

Hyperspectral imagery,classification task-driven band selection,XGBoost,multivariate interpretable information,band dependency

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