requirements: strong classification performance and a high level of model interpretability. In recent literature, ensemble … Subspace Method and semiparametric GAMs as constituent classifiers, is extended to include two instruments for model … interpretability: generalized feature importance scores, and bootstrap confidence bands for smoothing splines. In an experimental …