A. Möller, V. Ruhlmann-Kleider, C. Leloup, J. Neveu, N. Palanque-Delabrouille, J. Rich, R. Carlberg, C. Lidman, C. Pritchet.

Contents

1 Introduction

2 SNLS data and SN simulation

3 Light-curve analysis before classification

4 Classification with Machine Learning

5 Comparison of different classification methods

6 Choosing a method: XGB with high purity 98%

7 Conclusions