Absolute, Relative and Percentage Error

Physics · Units And Measurements · NEET

Absolute error is how far one reading is from the true (mean) value: |a_mean - a_i|, in the same unit as the quantity. Relative error is the mean absolute error divided by the mean value (a number, no unit), and percentage error is that relative error times 100. Memory hook: "Absolute has units, Relative is a fraction, Percentage is the fraction times 100."
Three errors from the same measurementmean value a = 5.0 cmreading a_i = 5.1 cmAbsolute error = |5.0 - 5.1| = 0.1 cm (has unit)Relative error= 0.1 / 5.0 = 0.02Percentage error= 0.02 x 100 = 2%Result:5.0 cm plus-minus 2%
One reading gives three errors: absolute error keeps the unit (cm), relative error is a plain fraction (0.02), and percentage error is that fraction times 100 (2%).

Your doubts, answered

What is the difference between absolute error and relative error?

Absolute error tells you the size of the mistake in the same unit as the reading. Example: if length is 5.0 cm and the error is 0.1 cm, the absolute error is 0.1 cm. Relative error compares that mistake to the value itself: 0.1/5.0 = 0.02. So absolute error has a unit (cm), but relative error is just a number with no unit. Relative error tells you how serious the error is compared to the size of the thing you measured.

Does absolute error have a unit?

Yes. Absolute error always has the same unit as the quantity. If you measure time in seconds, the absolute error is in seconds. This is important because relative error and percentage error do NOT have units. NEET options often trick you by giving a unit to percentage error, which is wrong.

How do I find the true value when I do not know it?

In real experiments we never know the exact true value. So we take several readings and use the mean (average) as the best guess for the true value. Mean value a_mean = (a_1 + a_2 + ... + a_n) / n. Then each absolute error is |a_mean - a_i|. The mean of all these absolute errors is called the mean absolute error, and we report the final answer as a_mean plus or minus mean absolute error.

Why do we divide by the mean value to get relative error?

An error of 0.1 cm in 5 cm is small, but the same 0.1 cm in 0.5 cm is large. Dividing by the mean value shows how big the error is compared to the measurement. That is why a small ruler and a long tape can have the same absolute error but very different relative errors. Relative error is the fair way to compare accuracy.

Is percentage error always positive?

When we report the error of a measurement, we use the size (magnitude) of the error, so it is written as a positive number with a plus-minus sign, like 5.0 cm plus or minus 2%. Individual deviations of single readings from the mean can be positive or negative, but the mean absolute error, relative error and percentage error we report are taken as positive magnitudes.

What is the mean absolute error formula?

First find the mean: a_mean = (a_1 + a_2 + ... + a_n)/n. Then each absolute error is delta_a_i = |a_mean - a_i|. Mean absolute error = (delta_a_1 + delta_a_2 + ... + delta_a_n)/n. This mean absolute error is what you plug into relative error = mean absolute error / a_mean, and percentage error = relative error times 100.

⚠️ The NEET trap
Writing percentage error with a unit, like 2 cm, or forgetting to divide the mean absolute error by the mean value before multiplying by 100.
Percentage error is a pure number: (mean absolute error / mean value) times 100, written as a % with no cm or s attached. Only absolute error carries a unit.
🧠 Units live only on the absolute error. The moment you divide, the units cancel and never come back.

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Frequently asked

What are the three types of error covered here?

Absolute error (size of the mistake, same unit as the quantity), relative error (mean absolute error divided by mean value, no unit), and percentage error (relative error times 100, written as a %).

Which error is the same as fractional error?

Relative error is also called fractional error. They mean exactly the same thing: mean absolute error divided by the mean value.

How do you write a final measurement result?

Write it as mean value plus-minus mean absolute error, for example T = 2.62 s plus or minus 0.02 s, or with percentage: T = 2.62 s plus or minus 1%.

Why is relative error important for NEET numericals?

When quantities are combined in a formula (added, multiplied, or raised to a power), the errors combine using relative or percentage errors, not absolute errors. So mastering relative error here is the base for the next topics on combination of errors.

Can percentage error be greater than 100%?

In principle yes, if the error is larger than the measured value, but for a careful measurement it is small. NEET questions usually keep percentage errors small (1% to 20%).