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README.md

Example code for running Metric-Optimized Example Weights (MOEW) algorithm.

Paper: https://arxiv.org/abs/1805.10582

MNIST Dataset:

Example run:

python -m mnist

Wine Dataset:

Download the dataset from: https://www.kaggle.com/dbahri/wine-ratings

Example run:

python -m wine \
  --training_data_path=train.csv \
  --testing_data_path=test.csv \
  --validation_data_path=validation.csv

Communities and Crime Dataset:

Download the dataset from: http://archive.ics.uci.edu/ml/datasets/communities+and+crime

python -m crime \
  --training_data_path=train.csv \
  --testing_data_path=test.csv \
  --validation_data_path=validation.csv
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