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Today, Thursday، 19 Dec 2024 - 18:53
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What is MSE ?

Mean Squared Error

In mathematics and statistics. error mean squares (MSE) method to estimate the amount of them. that in fact, the difference between the amounts estimated and what the estimated time! MSE for two reasons, almost everywhere, is positive (not zero), one that is random and second, because the estimate pointer information that the ability to produce estimates more precise, there doesn't account. Since this is an indicator that some always there. no matter how much it is to zero, The Closer The ... represents the amount of less, them..

MSE includes the variance of the estimate, the insurer, the bias (bias) is. For an estimator non-bias, etc. Of MSE, the same variance estimator is. Like the variance, MSE, the same units of measurement as the square of the values estimated, etc. there. In comparison with the standard deviation square root of the catch of the MSE., the error root mean square or standard deviation, average, root (error the square root of the average of squares) to provide gives.

for each estimator, non-bias, etc. RSME square root of the variance is that as the standard error is known.
MSE