The correct sliding window will increase the size of dataset – however, this pipeline requires composite bandpass/rectification filter that is independent from the Myo's embedded FV mode.
Study of EMG signal filtering is required and will be done in a separate issue.
The further analysis should reveal the reason for why those half-baked solution can still yield an "OK" quality, but not truly reaching the comfort.