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Build benchmark classifiers using the german credit data #2

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cosmicBboy opened this issue Aug 29, 2017 · 0 comments
Open

Build benchmark classifiers using the german credit data #2

cosmicBboy opened this issue Aug 29, 2017 · 0 comments

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@cosmicBboy
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cosmicBboy commented Aug 29, 2017

Benchmark classifiers

Train models with the following specifications using the german_credit dataset

Models

  • logistic regression
  • random forest
  • svc
  • neural net

Feature Sets

  • All german credit dataset features
  • Non-protected class features

Performance Metrics

  • AUC, F1-score, Accuracy

Pick the best model type and hyper-parameter setting to establish performance benchmark

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