meanabsoluteerror

meanabsoluteerror

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1. The mean absolute error of the model predictions is calculated and compared to the observed values. (计算模型预测值的平均绝对误差，并与观测值进行比较。)
2. The mean absolute error is a commonly used metric to evaluate the accuracy of a forecasting model. (平均绝对误差是评估预测模型准确性的常用指标。)
3. We aim to minimize the mean absolute error between predicted and actual values. (我们的目标是最小化预测值和实际值之间的平均绝对误差。)
4. The mean absolute error gives an indication of the average difference between the predicted and actual values. (平均绝对误差表明了预测值和实际值之间的平均差异。)
5. By calculating the mean absolute error, we can assess the performance of the model. (通过计算平均绝对误差，我们可以评估模型的性能。)
6. The mean absolute error is a measure of the average magnitude of errors in a set of predictions. (平均绝对误差是一组预测中错误的平均大小的度量。)
7. Comparing the mean absolute error of different models can help us determine which one is more accurate. (比较不同模型的平均绝对误差可以帮助我们确定哪个更准确。)
8. The mean absolute error is a useful tool for assessing the quality of a prediction model. (平均绝对误差是评估预测模型质量的有用工具。)
9. The mean absolute error provides a straightforward measure of the average prediction error. (平均绝对误差提供了一个直观的平均预测误差度量。)
10. Reducing the mean absolute error is a key objective in improving the accuracy of a model. (减小平均绝对误差是提高模型准确性的关键目标。)
11. When comparing different forecasting methods, the one with the lowest mean absolute error is often considered the best. (在比较不同的预测方法时，通常认为平均绝对误差最低的方法是最好的。)
12. The mean absolute error can be used to evaluate the performance of a regression model. (平均绝对误差可用于评估回归模型的性能。)
13. By minimizing the mean absolute error, we can improve the accuracy of our predictions. (通过最小化平均绝对误差，我们可以提高预测的准确性。)
14. When analyzing the results, we found that the mean absolute error was higher than expected. (在分析结果时，我们发现平均绝对误差高于预期。)
15. The mean absolute error is a measure of the average deviation between predicted and actual values. (平均绝对误差是预测值和实际值之间平均偏差的度量。)
16. Calculating the mean absolute error allows us to assess the accuracy of our predictions. (计算平均绝对误差可以评估我们的预测准确性。)
17. The mean absolute error is a commonly used metric in evaluating regression models. (平均绝对误差是评估回归模型常用的指标。)
18. We need to minimize the mean absolute error to improve the performance of our model. (我们需要最小化平均绝对误差以提高模型的性能。)
19. By comparing the mean absolute error of different models, we can choose the one that performs the best. (通过比较不同模型的平均绝对误差，我们可以选择效果最好的模型。)
20. The mean absolute error measures the average difference between predicted and actual values. (平均绝对误差衡量了预测值和实际值之间的平均差异。)
21. The mean absolute error is a useful tool for evaluating the accuracy of a prediction model. (平均绝对误差是评估预测模型准确性的有用工具。)