Face recognition in People ignore one face

Not sure if it's a bug, but certainly not a feature:

I have around 100 people recognised in LR, but one face seems to cause trouble. The face is on many photos (200+), but only around 10 is recognised, and I can't understand why.

Is it possible to force a recognition? Or can you reset something without loosing all people?