Obtaining accurate and comprehensible classifiers using oracle coaching
Ulf Johansson, Cecilia Sönströd, Tuve Löfström, Henrik Boström · Intelligent Data Analysis · 2012
While ensemble classifiers often reach high levels of predictive performance, the resulting models are opaque and hence do not allow direct interpretation. When employing methods that do generate transparent models, predictive performance typically h