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USE_CLASS_WEIGHT = True # True=启用类别权重, False=不启用(对比用) # 权重计算公式: n_samples / (n_classes * n_class_i) # 正面评论多所以权重小,负面评论少所以权重大 -CLASS_WEIGHT_POS = 0.73 # 正面类权重(自动计算) -CLASS_WEIGHT_NEG = 1.58 # 负面类权重(自动计算) +CLASS_WEIGHT_POS = 0.83 # 正面类权重(自动计算) +CLASS_WEIGHT_NEG = 1.42 # 负面类权重(自动计算) # ==================== 实验相关 ==================== -RUN_COMPARISON = False # True=运行对比实验, False=运行单个模型 +RUN_COMPARISON = True # True=运行对比实验, False=运行单个模型 COMPARE_MODELS = ['lr', 'mlp'] # 要对比的模型列表 COMPARE_VECTORS = ['bow', 'tfidf'] # 要对比的向量化方式