贵州省两次气象干旱对比分析及基于机器学习的干旱预测模型建立
Analysis of two meteorological drought events in Guizhou Province and establishment of drought prediction model based on machine learning
贵州省两次气象干旱对比分析及基于机器学习的干旱预测模型建立 |
| 王玥彤, 何东坡, 李忠燕, 王烁, 陈早阳 |
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Analysis of two meteorological drought events in Guizhou Province and establishment of drought prediction model based on machine learning |
| WANG Yuetong, HE Dongpo, LI Zhongyan, WANG Shuo, CHEN Zaoyang |
| 图8 基于26种机器学习算法的干旱预测模型准确率（a）、平衡准确率（b）、 受试者特征曲线下面积（c）、F1分数（d）、花费时间（e）检验评估结果 |
| Fig.8 Test evaluation results for drought prediction models based on 26 machine learning algorithms, including accuracy (a), balanced accuracy (b), ROC AUC (c), F1 score (d), and time taken (e) |
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