Delta Radiative Decays in the MiniBooNE Experiment

The rare radiative decay of the delta baryon is of particular interest to the MiniBooNE experiment because of its similarity to the $\nu_\mu \rightarrow \nu_e$ oscillation signal. The method of boosting decision trees to form a powerful identifying committee from several weak identifiers is discussed and applied to identifying delta radiative decays. Application of this analysis to the MiniBooNE oscillation data is discussed.