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# Issue 192 | ||
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<img width="1074" alt="SpeedTest-Go" src="https://github.com/showwin/speedtest-go/assets/30739857/203da134-77f7-46a1-bed2-2df3c43ffc7c"> | ||
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1. Use welford alg to quickly calculate standard deviation and mean. | ||
2. The welford method integrated moving window feature, This allows us to ignore early data with excessive volatility. | ||
3. Use the coefficient of variation(c.v) to reflect the confidence of the test result datasets. | ||
4. When the c.v is less than 0.05, we terminate this test. | ||
2. (a)The welford method integrated moving window feature, This allows us to ignore early data with excessive volatility. | ||
3. (b)The welford method integrated moving Average feature, compare with 2a, this causes early data to be diluted gradually rather than immediately. | ||
4. Use the coefficient of variation(c.v) to reflect the confidence of the test result datasets. | ||
5. When the c.v is less than 0.05, we terminate this test. | ||
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Is there a better way? |