PinnedChris MauckinTowards AIHandling Mislabeled Tabular Data to Improve Your XGBoost ModelReduce prediction errors by 70% using data-centric techniques.Jan 15, 20231Jan 15, 20231
Chris MauckinTowards AIReliable Agentic RAG with LLM Trustworthiness EstimatesThis article demonstrates an agentic system to ensure reliable answers in Retrieval-Augmented Generation using LLM trustworthiness scores.3d ago33d ago3
Chris MauckinTowards Data ScienceBeware of Unreliable Data in Model Evaluation: A LLM Prompt Selection case study with Flan-T5You may choose suboptimal prompts for your LLM (or make other suboptimal choices via model evaluation) unless you clean your test dataJun 16, 20232Jun 16, 20232
Chris MauckinTowards Data ScienceEffectively Annotate Text Data for Transformers via Active Learning + Re-labelingBoost Transformer model performance with Active Learning assisted data labelingApr 27, 2023Apr 27, 2023