AI engineering glossary · NumPy pandas visualization

What is error bars?

Error bars (also called confidence bands): Lines drawn from a plotted point to show the uncertainty or variability of the value, such as a standard deviation or a confidence interval. Without them a chart of averages hides how reliable the averages are. The chart should state what the bars represent.

Level: intermediateTopic: NumPy pandas visualization

Error bars: an example

Bars of average test score for two teaching methods, each with a 95 percent confidence interval, show whether their difference could be chance.

Related terms

More NumPy pandas visualization terms

Where you learn it

Error bars is part of the AI Engineering Program, which teaches it with notes, a hands-on lab and an exam. The first lesson is free.

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