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Experimenting tools and techniques to analyze failure of ML models

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vardhah/Rigorous-evaluation-of-ML-models

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rareEventFailure => To evaluate model failure in rare cases

Models under experimentation :

  1. Neural Network
  2. Gaussian Process Regressor
  3. DDPG reinforcemet learning model

All three models are used to drive a car in simulation environment Torcs and its evaltion in done in context of this environment.

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Experimenting tools and techniques to analyze failure of ML models

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