3 ms·
https://x.com/svpino/status/1592140348905517056 https://x.com/svpino/status/1592140348905517056 """ In 2017, a team led by Andrew Ng published a paper showing
by _giorgio_ 2y ago
https://x.com/svpino/status/1592140348905517056 https://x.com/svpino/status/1592140348905517056
"""
In 2017, a team led by Andrew Ng published a paper showing off a Deep Learning model to detect pneumonia.
[...]
But there was a big problem with their results:
[...]
A random split would have sent images from the same patient to the train and validation sets.
This creates a leaky validation strategy.
"""
He's not infallible.