Model quality starts before model selection.
Raw events need shape
Clicks, keystrokes, scrolls, and page transitions need ordering, timing, and context before they become useful features.
Build boring baselines
Simple aggregates and tree-based models often reveal data problems faster than more complex sequence models.
Keep review in mind
Features should support operational explanation. If nobody can interpret the signal, tuning and incident response become guesswork.