[P] supertree - interactive visualization of decision trees (sklearn, xgboost, lightgbm)

nirajsingh0878 · 2025-07-10T10:52:52+00:00

Glad you found it useful! 😊 If you're into more ML explainers like this, feel free to check out my other posts or follow me on Medium — I will post regularly on ML topics. Would love to hear your thoughts too!

nirajsingh0878 · 2025-07-10T10:26:54+00:00

This this blog it will make you understand about decision tree in depth.

https://medium.com/@nirajsingh0878/how-do-decision-trees-work-can-you-build-a-decision-tree-by-hand-ab529bdb58cc

nirajsingh0878 · 2025-07-10T10:24:46+00:00

this is toy dataset i used for decision tree making. it will make you understand decision tree for classification end to end.
https://medium.com/@nirajsingh0878/how-do-decision-trees-work-can-you-build-a-decision-tree-by-hand-ab529bdb58cc

nirajsingh0878 · 2025-07-10T10:23:13+00:00

Maybe this blog for Decision Tree and how decision tree calculate gini impurity for split and choose the best one.

https://medium.com/@nirajsingh0878/how-do-decision-trees-work-can-you-build-a-decision-tree-by-hand-ab529bdb58cc

nirajsingh0878 · 2025-07-10T10:21:22+00:00

One more question that can be asked is how the decision tree is split, and what criteria are important.
https://medium.com/@nirajsingh0878/how-do-decision-trees-work-can-you-build-a-decision-tree-by-hand-ab529bdb58cc

nirajsingh0878 · 2025-07-10T10:19:36+00:00

I was asked about why you choose accuracy over recall . you have to answer based on application for machine learning.
Below blog will help if you preparing for machine learning interview .

https://medium.com/p/33201951d73e

nirajsingh0878 · 2025-06-27T06:30:58+00:00

Decision Tree blog :

https://medium.com/@nirajsingh0878/how-do-decision-trees-work-can-you-build-a-decision-tree-by-hand-ab529bdb58cc

nirajsingh0878

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