04.16.2021
New Releases, Enhancements, Changes + Arize in the News!
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New Releases, Enhancements, Changes + Arize in the News!
Last updated
Was this helpful?
Select Production as a model baseline
We now support setting historical production data as a model baseline. This enables you to compare current production performance against a prior time period in production.
Use cases include:
Detecting slow bleeds in model drift over time
Analyzing model performance seasonality
Understanding if an upstream change to a model's inputs is impacting production performance
New Dashboards tab on Model Overview
Additional dimensions available for model health grid
Drift score for features, predictions, and actuals are now available for model health on the Model Overview page, allowing for a more comprehensive at-a-glance view of model drift across all dimensions.
Quicker bulk set up of drift monitors across all features/predictions/actuals
Added support for:
False negative density on feature performance heatmaps
Dimension Stats quantiles
Quantiles support for drift
Improvements to histogram binning for drift monitors
Why Business Executives Should be Hip to ML Tools
Coded Bias: An Insightful Look at AI, Algorithms and Their Risks to Society
Google Maps and Climate Change: Using AI to Help a Changing Planet
A new Dashboards tab is now available on the (or as we like to think of it: your model overview launchpad 🚀). This addition makes it simpler to locate any dashboards associated with a model and create new dashboards as you're checking in on a model.
It's imperative for business leaders to understand how the technology their organization builds and employs powers their organization. We published a simple primer on the fundamentals of the machine learning stack that every exec should know. .
Coded Bias is a new documentary on Netflix examining Joy Buolamwini's research on the algorithmic biases that exist within our current AI systems. It's a great piece highlighting the often unintended and unseen implications of AI technology on society. .
Arize Co-founder and CEO, Jason Lopatecki, shares his thoughts on the importance of using AI and machine learning to incentivize consumers to make better decisions for the environment. .
