Skip to content
∑ Praveen T N Learning Library
Overview Concepts Flashcards Writing AI Feed Graph
Portfolio ↗
Overview Concepts Flashcards Writing AI Feed Graph Search Back to portfolio ↗
Library/ Writing/Tagged “machine-learning”

Tagged “machine-learning”

1 posts.

Clear
All Model Architecture13 Training & Alignment8 Inference & Serving11 Agents & Orchestration10 Reasoning & Evaluation7 Safety, Security & Governance3 Platforms & Practice11
Reasoning & Evaluation 3 min

What the bake-off taught us: classical ML is not dead, it is just under-attended

We pitted twelve sklearn algorithms head-to-head on a tabular dataset. The winner was not the most expensive one. It was not the most modern one. It was the one whose assumptions matched the data.

machine-learning tabular benchmarks evaluation
The library

446 concepts, 2,671 flashcards and 63 long-form pieces on AI, NLP, deep learning, LLMs and agentic systems. Free, no sign-up, no paywall.

Sections Concepts Flashcards Writing AI Feed Knowledge Graph
Elsewhere Portfolio RSS LinkedIn Buy me a coffee

Written and maintained by Praveen T N.

© 2026 Praveen T N