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Overfitting problem with model #12

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skrealworld opened this issue Apr 15, 2017 · 0 comments
Open

Overfitting problem with model #12

skrealworld opened this issue Apr 15, 2017 · 0 comments
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enhancement
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Week 3 (4/20 - 4/26)

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skrealworld commented Apr 15, 2017 •
edited by DBowald
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Right now model is overfitting by huge margin, we need to investigate why and look for the solutions.
Right direction for solutions would be:
-Instead of re-training only last layer, retrain more layers.
-Add dropout ?
-Batch normalization ?

  • Some feature engineering ?
  • More data ?
  • Data augmentation ?
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