1 INTRODUCTION  
2 DATA AND MODELS  
2.1 Training Data  
2.2 Human-selected GCs for external verification  
2.3 Models  
3 RESULTS  
3.1 Effectiveness of Random Forest Approach  
3.2 Effectiveness of Neural Network Approach  
3.3 Ultra-compact Dwarfs vs. Globular Clusters  
4 DISCUSSION  
4.1 Limitations  
4.2 Advantages  
4.3 Recommendations for Future Use  
5 CONCLUSION