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specifics / Dynamic-Time-Series-Modeling.ipynb
Last active February 18, 2018 21:09 — forked from kevindavenport/Dynamic-Time-Series-Modeling.ipynb
Dynamic Time-Series Modeling
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specifics / A wild dataset has appeared.ipynb
Last active February 18, 2018 18:08 — forked from kevindavenport/A wild dataset has appeared.ipynb
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specifics / fun-with-hyper-parameter-tuning.md
Last active February 25, 2018 21:59
Notes for "Fun with Hyper-Parameter Tuning" presentation on 25-Feb-2018

Fun with Hyper Parameter Tuning

Presentation by John Burt, Ph.D @ PSU Business Accelerator on 25 Feb 2018 @ 1pm

  • CV = cross-validation

Code Example 1

  • Done mainly using the sklearn library
  • Count vectorizor: each word occurrence is a vector
  • Text data > Feature Engineering: TfidVectorizer > Classifier: SGDClassifier > Hyper-parameter tuning: GridsearchCV