InstaDeep Enzyme Classification Challenge
Job Interview
Can you predict the class of an enzyme using only its amino acid sequence?
346 data scientists enrolled, 70 on the leaderboard
17 November 2020—21 February 2021
97 days
Reasonable amount of epochs
published 5 Feb 2021, 12:42
How many epochs do one have to train to see reasonable predictions. Training 10 epochs, my model predicts only 'class19' with 29% accuracy
I think the problem is somewhere else since I achived my best LB score with only 5 epochs
Thank you. I agree with you. The input to my model is the sequence ID, not the sequence itself. Am I right or wrong?
Your model will learn nothing from the sequence ID... the real input the model should learn from is the sequence itself and based on that sequence pretict the apropriate label