where a i -coefficients of the linear model. Such loss function forces some of MD to be almost zero, and MD with coefficients more than 0.1 are selected (all MD were scaled to the range [0; 1] when this threshold value is applied). We use the implementation of L1-regularized regression from the Smile package (version 2.6.0).