How to calculate percentage error
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Calculating percentage error is a crucial skill in many fields, including science, engineering, finance, and everyday life. It allows you to determine the accuracy and precision of your measurements and predictions, resulting in better decision-making and analysis. In this article, we will provide a step-by-step guide on how to calculate percentage error.
Step 1: Understand the Concept of Percentage Error
Percentage error is a measure of how much an estimated value differs from the true or accepted value expressed as a percentage. It helps to determine the degree of accuracy or inaccuracy in your measurements or calculations.
The general formula for calculating percentage error is:
Percentage Error = (|True Value – Estimated Value| / |True Value|) * 100%
Where:
– True Value: The correct or accepted value of a quantity.
– Estimated Value: The measured or calculated value of the same quantity.
– |x|: Absolute value function that denotes the absolute difference between two values, ignoring negative signs.
Note that the result is expressed as a positive value since it gives information about how much deviation there is without considering the direction.
Step 2: Identify the True and Estimated Values
To calculate percentage error, first, identify the true (or accepted) value and estimated (or measured) value for a given quantity. These values could be obtained from experimental data, financial records, or other sources depending on what you are trying to measure.
Step 3: Apply the Percentage Error Formula
Once you have identified the true and estimated values, plug them into the percentage error formula mentioned in Step 1:
Percentage Error = (|True Value – Estimated Value| / |True Value|) * 100%
Step 4: Interpret Your Result
After computing the percentage error, use it to interpret how accurate your measurement is. A lower percentage error indicates higher accuracy, while a higher percentage error suggests lower accuracy.
For example, a percentage error of 2% signifies that your measurement deviates only slightly from the true value. In contrast, a percentage error of 25% denotes a significant deviation and inaccuracy in your measurement.
Conclusion
Understanding how to calculate percentage error is essential for assessing the accuracy and precision of your measurements, predictions, and calculations. It can provide valuable insights into your performance in various domains, from scientific experiments to financial decisions.
Remember to follow the step-by-step guide provided in this article, identify the true and estimated values, apply the percentage error formula, and interpret your result to determine the accuracy of your work. With practice and proficiency in calculating percentage error, you will be well-equipped to make better decisions and analyze data more effectively.