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Q: What values can Mean Absolute Percentage Error take?
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What is mean absolute percentage error?

The mean absolute percent prediction error (MAPE), .The summation ignores observations where yt = 0.


What is the definition of MEAN ABSOLUTE PERCENTAGE ERROR?

"MAPE is commonly used in quantitative forecasting methods because it produces a measure of relative overall fit. The absolute values of all the percentage errors are summed up and the average is computed." (according to John Galt University)


With the mean absolute percentage error is a higher or lower number better?

The lower the better


What is the arithmetic mean of the absolute values of the deviations of the individual values from the mean in a data set?

It is the mean absolute deviation.


What is an absolute mean?

An absolute mean is a mean of the absolute magnitude of a function with both positive and negative values.


What shows you how accurate to the true value an experimental value is?

The error, which can be measured in a number of different ways. Error, percentage error, mean absolute deviation, standardised error, standard deviation, variance are some measures that can be used.


What is a absolute error?

The difference between the corrected reading and the mean (average) reading is called 'Absolute error.


What does it mean to have a high percentage error?

It means that, relative to the true value of whatever you are trying to measure, the estimated (or calculated) value is quite a long way off.If the real value of something is 5 but is measure as 7 the absolute error is 7 - 5 = 2, but the percentage error is 100*2/5 = 40%If the true value is 100 and it is measured as 103, the absolute error is 103 - 100 = 3 which is greater than before. But the percentage error is only 100*3/100 = 3%.


If the absolute error is 50 and the mean value of measured quantity is 5 what is the relative error?

= absolute error/ mean value of measured quantity times 100 50/5 times 100= 1000%


What is a high percent error mean?

high percent error is the absolute value of something that is multiplied


What does absolute deviation mean?

The Mean Absolute Deviation indicates how clustered (close together) the data is, i also indicates the average of the distance of the values and the mean.


How can you compare two forecasting methods?

You can compare forecasting methods by one of these methods: 1- MAD(mean absolute deviation) 2-MSE (mean square error) 3-MAPE(mean absolute percentage error) Notes: 1-MAD is the preferred method since it does not require squaring the errors and this is the only difference between MAD and MSE . 2-If you want to relate the error relative to the actual demand use MAPE that is because in MAPE you will divide the error by the actual demand.