/iceberg

Attempts at the Statoil Iceberg Classifier Challenge - https://www.kaggle.com/c/statoil-iceberg-classifier-challenge

Primary LanguageJupyter Notebook

Statoil/C-CORE Iceberg Classifier Challenge

A non-serious attempt at creating a good classifier.

Mostly, just testing tools against a dataset. For more info, look at the .ipynb files.

Files:

  • data manipulation, visualizations are in iceberg.ipynb
  • simple CNN model is in cnn.ipynb, acc: 73%
  • more complicated CNN in cnn-extended.ipynb, acc: 87%