The latest version, which was released today, adds the ability to create recipes that extend and customize the platform, in addition to administration and collaboration features for model management and implementation and new explainable AI capabilities for fairness and bias checks.
In addition, the platform can now perform disparate impact analysis to test for sociological biases in models, allowing users to analyze whether a model produces adverse outcomes for different demographic groups even if those features were not included in the original model. The first set of vertical-specific Driverless AI solutions making their debut target anti-money laundering, customer monitoring, and malicious domain detection. For customers with highly specific deployment requirements, H2O offers enterprise support with training, dedicated account managers, accelerated issue resolution, and direct enhancement requests.
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