The initial ML model selection and validation were performed on the LEF4000. The QM assisted ML workflow was also initially established on the LEF data and then applied to Enamine data. Most results are reported in the main body of the manuscript using the CF containing molecules, the most abundant fluorinated motif, to emphasize the statistical effect. Corresponding results for CF2 and CF3 can be found in the supporting information.