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  • Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network
    Diagnosing Breast Tumor Malignancy with a Genetic Algorithm and RBF Network This article shows how to use a RBF Neural network to predict if a breast tumor is malignant. The network is trained ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2013
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Life Insurance>Underwriting - Life Insurance
  • The Third Generation of Neural Networks
    The Third Generation of Neural Networks Neural networks have fallen only to rise again twice. The latest incarnation borrows much from the past but adds elements to support deep learning. This ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2015
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Modeling & Statistical Methods>Data mining
  • Introduction to PMML in R
    Introduction to PMML in R Introduction to PMML and how to use of it in the R programming language. PMML is an interchange format for predictive models. predictive modeling 6442483963 8/1/2018 12: ...

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    • Authors: Jeff T Heaton
    • Date: Aug 2018
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Regression and Classification, a Deeper Look
    Regression and Classification, a Deeper Look A look into how machine learning models implement classification and regression at a deeper level. Covers topics such as multi-regression, softmax, ...

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    • Authors: Jeff T Heaton
    • Date: Jul 2016
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics; Technology & Applications
  • Bayesian Networks for Predictive Modeling
    Bayesian Networks for Predictive Modeling Bayesian networks are one of many models that are useful for predictive modeling. This article introduces the concept of Bayesian network and shows how ...

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    • Authors: Jeff T Heaton
    • Date: Jul 2013
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Analytics and informatics
  • A NEAT Approach to Neural Network Structure
    A NEAT Approach to Neural Network Structure This article discussed the NEAT family of neural network algorithms. NEAT automatically determines the number of hidden neurons, as well as their ...

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    • Authors: Jeff T Heaton
    • Date: Dec 2013
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Technology & Applications>Analytics and informatics; Technology & Applications>Business intelligence; Technology & Applications>Computer science
  • Dealing with Large CSV Files in R
    Dealing with Large CSV Files in R This article shows how to deal with very large CSV files and the R programming language. R;CSV;large files 6442476084 4/1/2017 12:00:00 AM ...

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    • Authors: Jeff T Heaton
    • Date: Apr 2017
    • Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
    • Publication Name: CompAct
    • Topics: Technology & Applications