Normalised distribution of atmospheric parameters and abundances in the training sample (blue), in the test sample (yellow), and the observed sample (red). For the same stars of the observed sample, we show a normalised distribution of the corresponding RAVE DR6 parameters (taken from Steinmetz et al. 2020b). The grey areas define the zones outside the limits of the training sample parameters space.