3 ms·
Do you perform model accuracy metrics on this data and provide it back to the customer? One thing I've noticed about a lot of enterprise low/no code ML platform
by bpiche 5y ago
Do you perform model accuracy metrics on this data and provide it back to the customer? One thing I've noticed about a lot of enterprise low/no code ML platforms (dialogflow, I'm looking at you) is that they give you everything you need to train the models, but nothing to evaluate them. Always seemed like an 'all the rope you need to hang yourself' kind of situation, come crawling back for consultants when you need us. Instead of just giving users the tools they need to calibrate models themselves. Would love to hear about this functionality in your product.
- TommyDANGerous 5y agoIf you are trying to predict a categorical column, we will record the accuracy, precision, recall, etc and display it to you after the training. We’ll also summarize to you how it compares to a baseline score. We also explain each metric. Here is a sample screenshot: https://www.loom.com/i/67abbc4a1af949a8b40390df0605ae4c https://www.loom.com/i/67abbc4a1af949a8b40390df0605ae4c Everything we do in Mage is to help educate and help the end user (product developer) become proficient themselves. That means explaining everything that we’re doing behind the scenes.
- bpiche 5y agoThat's great to hear. Thanks a lot for your time, I'll look into using Mage :)
- TommyDANGerous 5y agoCan’t wait to see what you build! We’d love to get your feedback, comments, concerns, ideas, etc. Thank you soooo much.