Utilize Galileo’s Insights Panel to analyze data trends, detect issues, and gain actionable insights for improving NLP model performance.
Class Level Model Performance Chart
Fig. Class Distribution plot
Fig. Top 5 misclassified label pairs - surfaces the most common mistakes made by the model
Gold Label
equal to the selected bar label
.
An even more powerful interaction exists in the “Top 5 most misclassified label pairs” panel. Clicking on a row within this insights chart filters for misclassified data matching the gold label
and prediction label
of the misclassified label pair.
Fig. Interaction with `Most misclassified label pairs` chart allows for quick dataset filtering