Abstract: Hyperparameter optimization plays a pivotal role in the reliability and generalization of machine-learning models for software quality prediction. This paper presents a comparative ...

ABSTRACT: Traditional methods for selecting models in experimental data analysis are susceptible to researcher bias, hindering exploration of alternative explanations and potentially leading to ...

I recently taught this workshop at UW-Madison and it went very well! We had many requests from learners to dive a bit deeper into a concrete example of hyperparameter tuning. I think a whole episode ...

WhatsApp introduced QR codes system to share the contacts with each other by just scanning the codes. By using this feature adding people on WhatsApp is like adding icing on a cake. Before this ...

WhatsApp is rolling out a handful of new features over the next few weeks. To make it easier to add new contacts, WhatsApp is introducing a new QR code capability. You'll soon be able to scan another ...

A small example of hyperparameter search in Keras. First, try grid search. Then, try a wide random search (many configs) with only a few batches of data - a 'short random search' Use the best model ...

This post will cover how to auto-populate the country code when adding new addresses in Dynamics AX 2012. This can be very helpful, and save time if you have users in multiple regions that are ...