answersLogoWhite

0


Best Answer

The Mean Squared Error (MSE) is a measure of how close a fitted line is to data points. For every data point, you take the distance vertically from the point to the corresponding y value on the curve fit, this is known as the error, and square the value. Next you add up all those values for all data points, and divide by the number of points. The reason for squaring is so negative values do not cancel positive values. The smaller the Mean Squared Error, the closer the fit is to the data. The MSE has the units squared of whatever is plotted on the vertical axis.

User Avatar

Wiki User

15y ago
This answer is:
User Avatar

Add your answer:

Earn +20 pts
Q: How do you calculate mean squared error?
Write your answer...
Submit
Still have questions?
magnify glass
imp
Related questions

How do you solve a mean squared deviation?

You cannot "solve" a mean squared deviation". You can calculate it or use it, but there is nothing to solve!


Is a higher or lower root mean squared error better?

A lower.


What is the perimiter of a square if it has an area of 4 centimeter squares?

Solve this in two steps. First, based on the area, calculate the side of the length (square root of area, or by trial-and-error, find a side that, when squared, gives you 4). Then, calculate the perimeter as 4 times the length of the side.Solve this in two steps. First, based on the area, calculate the side of the length (square root of area, or by trial-and-error, find a side that, when squared, gives you 4). Then, calculate the perimeter as 4 times the length of the side.Solve this in two steps. First, based on the area, calculate the side of the length (square root of area, or by trial-and-error, find a side that, when squared, gives you 4). Then, calculate the perimeter as 4 times the length of the side.Solve this in two steps. First, based on the area, calculate the side of the length (square root of area, or by trial-and-error, find a side that, when squared, gives you 4). Then, calculate the perimeter as 4 times the length of the side.


How do you calculate square root of 500?

Deductive reasoning, trial and error. The square root of 500 will be between 22 and 23, closer to 22. 22.3 squared is 497.29 22.36 squared is 499.97


What is the source code to calculate the mean square error in matlab?

The source code to calculate the mean square error in matlab is this function: MSE = mean((desired - mean).^2). This indicates that you have the desired signal and the actual signal to work with.


What three methods are used to determine the accuracy of any given forecasting method?

Three methods commonly used to determine the accuracy of a forecasting method are Mean Absolute Error (MAE), Mean Squared Error (MSE), and Root Mean Squared Error (RMSE). These metrics compare the forecasted values to the actual observed values, providing a numerical measure of the forecasting method's accuracy.


What does area equals side squared mean?

It is the way to calculate a given square's area. It is the definition of its area.


How do you calculate the height of a triangle if I know the length of each side?

A squared. + b squared = c squared.


How do you calculate the absolute probable error of the mean?

(0.6745 * Standard deviation)/ (n^1/2) :)


How does one calculate the standard error of the sample mean?

Standard error of the sample mean is calculated dividing the the sample estimate of population standard deviation ("sample standard deviation") by the square root of sample size.


If you have the width and height of a triangle how do you get the third length?

Really you don't have enough data to calculate this.The height is not necessarily one of the three sides. The height is perpendicular to the width.If the triangle has a right angle, and you know two of the sides, you can calculate the third side using the rule of Pythagoras (a squared + b squared = c squared).Really you don't have enough data to calculate this.The height is not necessarily one of the three sides. The height is perpendicular to the width.If the triangle has a right angle, and you know two of the sides, you can calculate the third side using the rule of Pythagoras (a squared + b squared = c squared).Really you don't have enough data to calculate this.The height is not necessarily one of the three sides. The height is perpendicular to the width.If the triangle has a right angle, and you know two of the sides, you can calculate the third side using the rule of Pythagoras (a squared + b squared = c squared).Really you don't have enough data to calculate this.The height is not necessarily one of the three sides. The height is perpendicular to the width.If the triangle has a right angle, and you know two of the sides, you can calculate the third side using the rule of Pythagoras (a squared + b squared = c squared).


How do you calculate x squared?

x*x=x2