机器学习中的准确率:它有多重要?
原文英文,约1600词,阅读约需6分钟。发表于: 。Introduction In machine learning, achieving high accuracy is often seen as the ultimate goal. After all, accuracy measures how well a model correctly predicts or classifies data, and a higher...
准确率是评估机器学习模型性能的重要指标,但在数据不平衡或高风险领域(如医疗)中,其局限性明显。应结合精确率和召回率等其他指标,全面评估模型的有效性和可靠性。