A 95% confidence level means that Multiple choice question. 95% of all X values will fall within the interval. we are 95% confident that we know the population mean. for repeated samples of size n, 5% of the confidence intervals will contain the population mean. for repeated samples of size n, 95% of the confidence intervals will contain the population mean.