Fig. 2 left panel: impact of peak detection parameters (SNR = signal to noise ratio threshold for peak picking, influencing resolution on intensity axis and HWS = half window size of peak picking algorithm, influencing resolution on m/z axis) on species classification success of the random forest model, right panel: impact of SNR on number of peaks