Calculate sample size for error in data science.
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Data Science — Error: Reproducibility Calculator
Quick answer
For Data Science — Error: Reproducibility Calculator: if error achieved is 45 and error total / possible is 60, the reproducibility is 75%.
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Reproducibility
75%
Expressed as a percentage of the relevant total.
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Reproducibility
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See how the result changes
Each table re-runs this calculator with one value changed and everything else left as it is.
Reproducibility by error achieved
If error achieved goes from 45 to 67.5, reproducibility changes from 75% to 112.5% (+50%).
| Error achieved | Reproducibility |
|---|---|
| 22.5 | 37.5% |
| 33.8 | 56.33% |
| 45start | 75% |
| 67.5 | 112.5% |
| 90 | 150% |
Reproducibility by error total / possible
If error total / possible goes from 60 to 90, reproducibility changes from 75% to 50% (−33%).
| Error total / possible | Reproducibility |
|---|---|
| 30 | 150% |
| 45 | 100% |
| 60start | 75% |
| 90 | 50% |
| 120 | 37.5% |
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A quick guide to Data Science — Error: Reproducibility Calculator
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How to Use the Data Science — Error: Reproducibility Calculator
1
Enter Error achieved
Provide your error achieved.
2
Enter Error total / possible
Provide your error total / possible.
3
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What is Data Science — Error: Reproducibility Calculator?
This data science tool works out your reproducibility instantly, so you don't have to do the math by hand.
“One quick calculation, so you always know your reproducibility before you decide.”
What Affects Your Reproducibility
Your reproducibility depends on the values below.
Error achieved
Changing your error achieved changes your reproducibility.
Error total / possible
Changing your error total / possible changes your reproducibility.
Example Result
Here's what you can expect from a data science — error: reproducibility calculator calculation:
- Error achieved
- 45
- Error total / possible
- 60
- Reproducibility
- 75%
Frequently Asked Questions
- How does error achieved affect reproducibility?
- If error achieved goes from 45 to 67.5, reproducibility changes from 75% to 112.5% (+50%).
- How does error total / possible affect reproducibility?
- If error total / possible goes from 60 to 90, reproducibility changes from 75% to 50% (−33%).
- How to calculate data science — error: reproducibility calculator?
- Fill in error achieved and error total / possible in the Data Science — Error: Reproducibility Calculator above and your reproducibility is calculated instantly. Change any value to see how the result responds.
- What does an example data science — error: reproducibility calculator calculation look like?
- For Data Science — Error: Reproducibility Calculator: if error achieved is 45 and error total / possible is 60, the reproducibility is 75%.
- Is this calculator free to use?
- Yes — every calculator on this site is completely free, with no sign-up or account required.
- How accurate is this calculator?
- It uses the standard formula and calculates on our server for every request, so results are precise for the values you enter.
- Is my data saved anywhere?
- No. Nothing you enter is stored or sent anywhere unless you choose to share a link with your values included.
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