Local Interpretable Model-agnostic Explanation (LIME, tapi bukan jeruk nipis)
=============================================
Konten, script, suara: Marcella Astrid
Editing, subtitle, ekstra humor: Diaz Jubairy (https://www.linkedin.com/in/diazjubairy/)
Link buat yang mau nyawer:
saweria.co/marcellaastrid
#xai #lime #explainableai #anakai
=============================================
Sumber:
Ribeiro, M.T., Singh, S. and Guestrin, C., 2016, August. " Why should i trust you?" Explaining the predictions of any classifier. In Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining (pp. 1135-1144).
https://www.youtube.com/watch?v=CYl172IwqKs
Preliminary video:
CAM: https://youtu.be/IZ9L6KChsHU
GradCAM: https://youtu.be/O2NpqyT7gHY
Linear model: https://youtu.be/VUGiLdJe2Fw