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Under the previously stated assumption of ordinary distribution of samples, the value of alpha=three matches all over 99% of the many samples which can be included in the quantization unchanged. It is actually Hence normal to notice Virtually no adjust for values of alpha over three, specifically for reduced amount of bits – the quantization error there dominates the whole error as compared to the thresholding error.
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Values underneath alpha=2 are not behaving effectively in accordance with the MSE table, as being the inclusion her response of much more bits doesn’t reduce the mistake further, which can be all wrong – the whole error is dominated via the thresholding mistake, which should not come about (the outlier removing should induce just a slight error).
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