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Victor Tulley
  • Portsmouth, NH
  • United States
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Testable hypothesis? Minimum performance of a predictive model.

Started this discussion. Last reply by Chris Morris Aug 12. 1 Reply

Is there a way to state and statistically test a hypothesis that requires a minimum performance of a predictive analytic model, such as requiring at least one result has a confidence level of at…Continue

Tags: hypothesis, predictive-modeling, significance-testing, research

 

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Chris Morris replied to Victor Tulley's discussion Testable hypothesis? Minimum performance of a predictive model.
"I'm not sure what you mean by an "individual prediction". Statistics is about populations. There are several parts to your question. Given a model and a test set, you can work out its false positive rate on the test set. On the…"
Aug 12
Victor Tulley posted a discussion

Testable hypothesis? Minimum performance of a predictive model.

Is there a way to state and statistically test a hypothesis that requires a minimum performance of a predictive analytic model, such as requiring at least one result has a confidence level of at least 75%?For example:- - Null hypothesis: "A predictive model utilizing logistic regression cannot predict at least one customer will churn in 90 days, with this individual prediction being at a minimum of 75% confidence, using the selected set of independent variables."In other words, is there a way…See More
Aug 8

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Field of Expertise
Machine Learning, AI, Business Analytics
Professional Status
Student
Years of Experience:
10
Your Company:
Student
Industry:
Data Analytics
Your Job Title:
Student
How did you find out about DataScienceCentral?
Google
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Contributing, Networking, Other
What is your Favorite Data Mining or Analytical Website?
http://google.com

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