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Laura E. Wood Squier
  • Female
  • Reston, VA
  • United States
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Laura E. Wood Squier's Discussions

Hype Cycle History on Predictive Analytics

Started Jun 29 0 Replies

So, it is about that time again. For the past few years, Gartner has released its Hype Cycle for Emerging Technologies in July. I’ve enjoyed watching this report document the changes in this market.…Continue

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Laura E. Wood Squier's Page

Profile Information

Field of Expertise
Analytics
Professional Status
Manager
Years of Experience:
18
Your Company:
SAS
Interests:
Networking, Recruiting
What is your Favorite Data Mining or Analytical Website?
http://Kdnuggets

Laura E. Wood Squier's Blog

A Tail of 3 Models - The Story of Goodness of Fit with Binary Classification

Posted on October 24, 2013 at 8:00am 0 Comments

Before you select the best model based on your favorite goodness of fit statistic – Mean Squared Error, Gini, K-S, AUC, or misclassification rate – STOP!  Model performance metrics are not a one size fits all measure.  As an analyst, selecting the right performance metric might mean the difference between having an exceptionally good result, and having no result.   

The classic example:  There is only a 3% prevalence of the event of interest in my…

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