Confidence sequences can be continuously monitored without having to worry about "sampling to a foregone conclusion," which happens when using a standard, fixed-time confidence interval and repeatedly peeking at the data. E-processes also allow peeking at the data before deciding when to stop the...
If you've taken a statistics orgood data science courseyou're probably familiar with the concept of confidence intervals. If not, in simplest terms, a confidence interval is just a measure of mathematical confidence attached to a range that you believe an unknown value exists within. Source:Who...
Thus, we set a 95% confidence level and computed the confidence interval for all classifiers and all datasets as a rangeCIMCC=[MCCpe−cint2;MCCpe+cint2]where MCCpe is the point estimate of an MCC score calculated in classifier's testing, and cint is the tightest of the three ...