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均方誤差(RootMeanSquaredError,RMSE)，MSE公式如下，而RMSE就是它的平方根，它是『預測值』與『實際值』之差的平方和，愈小表示模型愈準確。但是，RMSE是相對性 ...
16Feb2018...RootMeanSquareError(RMSE)inGIScanbeusedtocalculatehowmucherrorthereisbetweenpredictedandobservedvalues.(ex.errorin...
MeanAbsoluteError(MAE)andRootmeansquarederror(RMSE)aretwoofthemostcommonmetricsusedtomeasureaccuracyfor ...
MSE:MeanSquareError/均方誤差·RMSE:RootMeanSquareError/均方根誤差·R-squared:·MAE:MeanAbsoluteError/平均絕對誤差·MSE->MSPE,MAE->MAPE.
Instatistics,themeansquarederror(MSE)ormeansquareddeviation(MSD)ofanestimator...sameunitsasthequantitybeingestimated;foranunbiasedestimator,theRMSEisthesquarerootofthevariance,knownasthestandarder...
Toconstructther.m.s.error,youfirstneedtodeterminetheresiduals.Residualsarethedifferencebetweentheactualvaluesandthepredictedvalues.Idenoted...
RootMeanSquareError(RMSE)isthestandarddeviationoftheresiduals(predictionerrors).Residualsareameasureofhowfarfromtheregressionlinedata ...
25Oct2016...WhatisRMSE?Simpledefinitionforrootmeansquareerrorwithexamples,formulas.Comparisontothecorrelationcoefficient.
其中f=预测值（预期值或未知结果），o=观测值（已知结果）。示例.
出處/學術領域,中文詞彙,英文詞彙.學術名詞經濟學,均方根誤差,Rootmeansquareerror.學術名詞氣象學名詞,均方根誤差,root-mean-squareerror(RMSE).