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模型筛选:表格输出

你好

 

请在这里找到提高科学输出的建议

 

1. JMP16 中的模型筛选平台生成跨测试集折叠的模型汇总表,具有平均 AUC,但没有其他平均指标,对不平衡数据集(例如 F1、MCC、敏感性、特异性、TN 、TP、FP、FN、精度)。 事实上,不平衡数据在医学研究中很常见,因为在数据集中感兴趣的结果很少(例如疾病、死亡率、并发症)。

 

2. 在下拉菜单中(模型筛选旁边的红色三角形):“保存结果表”.. 为每个训练/验证和测试集生成表,但没有上述指标(例如 MCC,...等),加上指标未汇总为每个方法(模型)的平均值,例如在跨“折叠”的模型汇总表中。

 

谢谢

 

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