Ensemble of ensemble of tree and neural network

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Ensemble of ensemble of tree and neural network

• Louis Duclos-Gosselin

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Plan of the presentation

• Introduction
• General Model
• Conclusion

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Introduction

• This type of model was ranked 30th at PAKDD 2007
• The approach explores all possibility and all
  kind of model to bring The Best Model
• It doesnt over fit
• It can manage multiple managerial goal

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General model
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Conclusion

• The strength of my method is this kind of
  algorithm doesnt over fitting because
  k-folds-validation and genetic algorithms are
  used during all the process to keep the over
  learning as low as possible
• This process is particular powerful on small
  category problem
• It can handle different managerial goal
• All the possibility are explored all the
  architecture are visited all the parameters are
  tested
• We should always test all possibility, all
  category of model and all new ideas available in
  the literature to provide The Best Solution to
  the manager
• We must keep us informed about The Best Technique