1. Introduction
2. Data
2.1. Inference set from the Kilo-Degree Survey
2.2. Training set from the Sloan Digital Sky Survey
3. Classification pipeline
3.1. Random forest
3.2. Performance evaluation
3.3. Feature selection
3.4. Feature space limitation
4. Quasar selection results
5. Conclusions and future prospects