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📰 Latest Articles — Machine Learning

A scale heavily tipped to one side with data points Machine Learning 👁 3,233
1 min read

Imbalanced datasets are the bane of my existence. You have a million examples of one class and only a hundred of the other. The model just gets lazy and pr…

A colorful confusion matrix and various evaluation charts Machine Learning 👁 3,939
1 min read

Early on, I would just look at accuracy to see if my model was good. Then I worked on a fraud detection project. If 99% of transactions are normal, a model…