---
title: "Other enhancements"
slug: "relnote-12-other-enhancements"
updated: 2023-02-03T17:50:02Z
published: 2023-02-03T17:50:02Z
canonical: "docs.akridata.ai/relnote-12-other-enhancements"
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.akridata.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Other enhancements

This release includes the following miscellaneous enhancements.

1. [Kaggle RSNA Breast Cancer Detection](https://www.kaggle.com/competitions/rsna-breast-cancer-detection) available as a public dataset.
2. Improvements in applying tunables and sampling in a compare job to ensure the sampling considers the proportionate distribution of points between the base job and the delta job.
3. Usability enhancements in the **'Users'** and **'Groups'** pages.
4. Improved patch featurizer.
5. A **'Jobs'** link has been added to the dataset card to access the jobs for a given dataset.
6. Reverse the axes for prediction and ground truth in a confusion matrix to align with commonly followed conventions.
7. Performance improvements in catalog refine operation in a data visualization job.