how to perform ablation study?
8 Ansichten (letzte 30 Tage)
Ältere Kommentare anzeigen
How to perform ablation study in MATLAB?
1 Kommentar
Preston Harris
am 28 Mär. 2021
I am actually looking for the same thing, if you find any info please contact me
Antworten (1)
Vidip
am 15 Mai 2024
An ablation study is a commonly used method in machine learning and computational experiments to understand the contribution of individual components of a model or system to its overall performance. Essentially, you remove or "ablate" parts of the and observe the effect on performance.
So, it can be done by removing features from your input data, disabling certain components of an algorithm and removing layers from a neural network. You can use ‘removeLayers’ function to remove layers from neural network and compare the performance of each ablated model to the baseline model. This comparison will help you understand the impact of each component on the model's performance.
For more information, you can refer to the documentation link below –
0 Kommentare
Siehe auch
Kategorien
Mehr zu Function Approximation and Clustering finden Sie in Help Center und File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!