AINewsnow

SMOTE vs `scale_pos_weight` (class_weight) for XGBoost: Which Imbalance Fix Actually Wins?

This story is from 2026-09-06. It is preserved in the archive; the latest stories are on the live feed.

SMOTE vs scale_pos_weight (class_weight) for XGBoost: Which Imbalance Fix Actually Wins? Bhāi, if you trade NIFTY options with gradient-boosted trees, imbalance is not a "nice to have" footnote — it is the whole game. And the first fork in the road is this: do you rebalance the **data * with SMOTE,…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 1 report

  1. 2026-09-06 04:30 · DEV Community — Machine Learning
    SMOTE vs `scale_pos_weight` (class_weight) for XGBoost: Which Imbalance Fix Actually Wins?

More stories

  1. Introducing Kimi K3 on Amazon Bedrock — AWS Machine Learning Blog
  2. Introducing Amazon SageMaker HyperPod Inference Gateway — AWS Machine Learning Blog
  3. Anthropic, OpenAI, SpaceXAI, Google sued over call to ‘pace’ AI development — Politico Technology
  4. Gemini Hacked Three Companies in First Known Breakout by Google’s AI — Wall Street Journal Technology
  5. NVIDIA CEO Jensen Huang rejects ‘AI will end the world’ claim, yet cautions ‘we should go as fast as we can but...’ — Mint AI
  6. Alibaba ships Qwen3.8-Omni-Flash to watch, listen and call tools — r/LocalLLM
  7. AI skills — r/AI_Agents
  8. AI hallucination of Chinese nuclear components almost led to US military attack — Ars Technica AI

Get the daily brief of stories like this at 6:30 every morning →