Milling machine failure risk (AI4I 2020)

HistGradientBoosting from smart-factory-app (model card): holdout PR-AUC 0.90, ROC-AUC 0.987. Runs in your browser. Move the sliders; the risk updates live.

Synthetic dataset modelled on real milling data: illustrative, not tuned to any real machine.