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

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

表1 26种机器学习算法

Tab.1 The 26 machine learning algorithms

名称 AdaBoost Classifier Extra Trees Classifier Linear SVC Ridge Classifier Bagging Classifier Gaussian NB Logistic Regression Ridge Classifier CV Bernoulli NB KNeighbors Classifier Nearest Centroid SGD Classifier Calibrated Classifier CV Label Propagation Passive Aggressive Classifier SVC Decision Tree Classifier Label Spreading Perceptron XGB Classifier Dummy Classifier LGBM Classifier Quadratic Discriminant Analysis Extra Tree Classifier Linear Discriminant Analysis Random Forest Classifier