1 INTRODUCTION  
2 MACHINE LEARNING TECHNIQUES  
3 THE PREPARATION OF THE SAMPLE: THE QUBRICS SURVEY  
4 APPLYING THE PRF TO THE REDUCED MAIN SAMPLE  
5 CHARACTERIZATION AND COMPARISON WITH THE CCA SELECTION  
6 SPECTROSCOPIC VALIDATION  
7 CONCLUSIONS  