search

meeg-ml-benchmarks / brain-age-benchmark-paper

M/EEG brain age benchmark paper
https://meeg-ml-benchmarks.github.io/brain-age-benchmark-paper/
BSD 3-Clause "New" or "Revised" License
24 stars 10 forks source link

Fix to use all epochs for source power feature #44

Closed apmellot closed 2 years ago

apmellot commented 2 years ago

@agramfort @dengemann I recomputed all the age predictions, I am plotting the new figures to see what's changed.

apmellot commented 2 years ago

Current MAE plot: Screenshot from 2021-12-03 11-28-30 With all epochs:

fig_performance_mae

apmellot commented 2 years ago

Current R2 plot: Screenshot from 2021-12-03 11-28-47 With all epochs: fig_performance_r2

agramfort commented 2 years ago

I see differences besides source filterbank is it expected ?

apmellot commented 2 years ago

I made a mistake in the new figures because I didn't take the handcrafted files without rms and plv. It should be right now.

gemeinl commented 2 years ago

I don't know if it makes a difference but DL results were updated with https://github.com/dengemann/meeg-brain-age-benchmark-paper/pull/40. DL results shown in the figures here are outdated.

dengemann commented 2 years ago

thx Apolline!