# Model improvement

**URL:** <https://discourse.julialang.org/t/model-improvement/129855>\
**Category:** New to Julia\
**Created:** [June 13, 2025, 10:35am UTC](https://discourse.julialang.org/t/model-improvement/129855 "2025-06-13T10:35:54Z")\
**Posts on this page:** 2\
**Page:** 1

<div class="post-metadata">

**Author:** ![Smara\_Kazenango](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/smara_kazenango/32/130333_2.png) [@Smara\_Kazenango](https://discourse.julialang.org/u/Smara_Kazenango)\
**Post date:** [June 13, 2025, 10:35am UTC](https://discourse.julialang.org/t/model-improvement/129855/1 "2025-06-13T10:35:55Z")

</div>

I am busy analysing the ‘medical\_tc\_test’ and medical\_tc\_train dataset and busy developing a model in Julia. Flux seems to provide very low accuracy and precision rates of below 10%. Has anyone worked on this dataset before to assist on how I can improve the model accuracy and precision rates.

---

<div class="post-metadata">

**Author:** ![George9000](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/george9000/32/23619_2.png) [@George9000](https://discourse.julialang.org/u/George9000)\
**Post date:** [June 13, 2025, 3:13pm UTC](https://discourse.julialang.org/t/model-improvement/129855/2 "2025-06-13T15:13:20Z")

</div>

I’m unable to address your question directly. However, to help others respond, please follow the [guidelines stated here](https://discourse.julialang.org/t/please-read-make-it-easier-to-help-you/14757). Give more detail on the origin and purpose of the datasets and the model which you are attempting to develop.