Absolute error refers to the difference between a measured value and the true value, whereas relative error is defined as the absolute error divided by the true value.
Absolute error quantifies the deviation of a measurement from the true value. It can be calculated using the formula:
Absolute Error=∣Measured Value−True Value∣For instance, if a student measures the length of a table to be 1.5 meters, but the actual length is 1.6 meters, the absolute error would be:
Absolute Error=∣1.5m−1.6m∣=0.1mIn contrast, relative error provides context by considering the size of the true value. It is calculated as follows:
Relative Error=True ValueAbsolute ErrorUsing the previous example, with a true length of 1.6 meters, the relative error would be:
Relative Error=1.6m0.1m=0.0625 or 6.25%Relative error is particularly useful for comparing the accuracy of measurements with different magnitudes. For instance, if two students measure the length of the same table using rulers of varying scales, their absolute errors may differ. However, their relative errors will provide a more comparable assessment of measurement accuracy.
In summary, absolute error measures the extent of deviation from the true value, while relative error expresses how significant that error is in relation to the true value.
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Professional Tutors |
All of our elite tutors are full-time professionals, with at least five years of tuition experience and over 5000 accrued teaching hours in their subject. |
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International Tuition |
Based in Cambridge, with operations spanning the globe, we can provide our services to support your family anywhere. |
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Independent School Entrance Success |
Our families consistently gain offers from at least one of their target schools, including Eton, Harrow, Wellington and Wycombe Abbey. |
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