Unstable
Basically the training is very unstable. Several reason: small data set -> overtrains very quickly metrics are sometimes somewhat misleading due to the noise in the dataset Also the CB signal itself seems to be very weak While we did achieve decent f1 scores, after closer inspection I think part of it was due to bias, thus signal is actually weaker