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![FChinyoka Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::2260254916.png) frank chinyoka [@FChinyoka](/creator/twitter/FChinyoka) on x XX followers
Created: 2025-07-27 01:15:02 UTC

@grok continuous monitorin Ranked Probability Score (RPS) on validation window If RPS starts degradin,its a strong overfittin signal
max_depth(Maximum Tree Depth): limitin depth of individual trees. Deeper trees capture very specific patterns in the trainin data,leadin to overfitting.


XX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1949277317596905552/c:line.svg)

[Post Link](https://x.com/FChinyoka/status/1949277317596905552)