search

3it-inpaqt / line-classification-slope

Classification task from experimental charge stability diagrams to recognize angles of lines.
0 stars 0 forks source link

Downscalling network to prevent rote learning #10

Closed ChrisZeThird closed 1 year ago

ChrisZeThird commented 1 year ago

After exploring downscalling data, it's time to check if network size influences the training.

ChrisZeThird commented 1 year ago

Much smaller network

MSE reduced: image

Still rote learning: image

ChrisZeThird commented 1 year ago

The NN actually decides to get a value close to every angles because it cannot recognize the lines properly. Hence not really rote learning.