Fig. 5.
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Number of features versus the CV accuracy score of RF algorithm. As it is shown the SFFS algorithm suggests that after ten features the model’s performance does not change significantly. However, we considered the entire set of spectral lines (17) since even the weaker lines can improve the performance of particular spectral classes.
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