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Promise 2011: "Practical Software Project Improvements using Actionable Predictive Models"

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Promise 2011: …

Promise 2011:
"Practical Software Project Improvements using Actionable Predictive Models"
Martin Shepperd

Published in: Technology, Business

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  • 1. Practical Software Project Improvements using Actionable Predictive Models and SolutionsMartin ShepperdBrunel Uni, UK
    Actionable -> causality
    Machine learning ≠ magic
    1
    Martin Shepperd
  • 2. Casuality requires …
    X covaries with Y
    X has temporal precedence
    No more plausible competing explanations



    2
    Martin Shepperd
  • 3. The Machine Learnerotron(Pat. Pending)!
    3
    Martin Shepperd
    numbers
    answers