Classification
-
A deep dive into advanced evaluation for data scientists
7 min read -
Multi-class zero-shot embedding classification and error checking
10 min read -
Retrieval Augmented Classification: Improving Text Classification with External Knowledge
Large Language ModelsWhen and How to best use LLMs as text classifiers
11 min read -
Is Recall / Precision better than Sensitivity / Specificity?
9 min read -
When all models have similar accuracy, now what?
14 min read -
A few words on thresholding, the softmax activation function, introducing an extra label, and considerations…
7 min read -
Discover how to set up an efficient MLflow environment to track your experiments, compare and…
10 min read -
LEC surpasses best in class models, like GPT-4o, by combining the efficiency of a ML…
9 min read -
Predictive and prescriptive analytics to bridge the gap between segmentation and prediction for real-world applications
11 min read -
Replace traditional NLP approaches with prompt engineering and Large Language Models (LLMS) for Jira ticket…
10 min read