Comparing and reviewing models¶
You can easily compare and review side by side two models using Scrybe.
Comparing models¶
On the experiments tab, click on the hamburger menu for any two models and click on Add to Compare as shown below.
After that, click on the “Compare” button on the right top of the models table to jump into the compare view. You should be able to see a side by side comparison as shown below.
Benefits¶
Model reviews are analogous to code reviews in the traditional software development world and hold several benefits.
- They help enforce rigour in the model development process early on
- Facilitate collaboration and sharing of knowledge within and across teams
- Increase confidence of stakeholders on the stability of the model.
Model reviews, just like code reviews, are hence a recommended best practice in the model development life cycle.