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All Blog Posts Tagged 'datarobot' (2)

Using RuleFit Ensemble Models Is About to Become Very Important

Summary:  The drive toward transparency and explainability in our modeling seems unstoppable.  Up to now that meant sacrificing accuracy for interpretability.  However, the ensemble method known as RuleFit may be the answer with both explainability and accuracy meeting or exceeding Random Forest.

 

If you’re like me and not doing modeling in a highly regulated industry like mortgage finance or insurance then when you produce a model, you are…

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Added by William Vorhies on June 27, 2017 at 10:02am — No Comments

Data Scientists Automated and Unemployed by 2025!

Summary:  The shortage of data scientists is driving a growing number of developers to fully Automated Predictive Analytic platforms.  Some of these offer true One-Click Data-In-Model-Out capability, playing to Citizen Data Scientists with limited or no data science expertise.  Who are these players and what does it mean for the profession of data science?

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Added by William Vorhies on April 13, 2016 at 8:30am — 8 Comments

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