Tag: Tom Fawcett (3)http likes 47
- Evaluating Data Science Projects: A Case Study Critique - Sep 19, 2017.
It’s not necessary to understand the inner workings of a machine learning project, but you should understand whether the right things have been measured and whether the results are suited to the business problem. You need to know whether to believe what data scientists are telling you.
- Learning from Imbalanced Classes - Aug 31, 2016.
Imbalanced classes can cause trouble for classification. Not all hope is lost, however. Check out this article for methods in which to deal with such a situation.
- Avoiding a Common Mistake with Time Series - Feb 2, 2015.
We explore a common mistake in analyzing relationships between time series, and show how de-trending helps to avoid this error.