Taking a break from ML
I think I'll take a break from ML by taking the Advanced Machine Learning specialization course by HSE on Coursera. l o l
Posts by Ramil (146)
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
CB Update
The best model achieved 0.69 AUC and 0.71 F1 score! We are getting there
OH MY GOD. WE DID IT
YESYSEYYSEYEYSEYESYYSEYSE!!!! CLICKBAIT EXISTS!!! AOC 0.59 ACHIEVED WITH SOME RANDOM MODEL SUPER HAPPY!!
Every incline is followed by a cliff
Very frustrated, since the dataset still seems very noisy. DAMMIT! https://bit.ly/3eKdnzW