Approximate Statistical Test For Comparing Supervised Classification Learning AlgorithmsApproximate Statistical Test For Comparing Supervised Classification Learning AlgorithmsDietterich, Thomas G.1998

Paper summarymartinthomaThis paper describes some statistical test very neatly. It also has a nice Figure which classifies statistical questions in machine learning.
* 5x2cv: 5 iterations of 2 fold cross validation
* Quasi-F test
* McNemar's test: Described in detail!
## See also
* [On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach](http://www.shortscience.org/paper?bibtexKey=journals/datamine/Salzberg97)

This paper describes some statistical test very neatly. It also has a nice Figure which classifies statistical questions in machine learning.
* 5x2cv: 5 iterations of 2 fold cross validation
* Quasi-F test
* McNemar's test: Described in detail!
## See also
* [On Comparing Classifiers: Pitfalls to Avoid and a Recommended Approach](http://www.shortscience.org/paper?bibtexKey=journals/datamine/Salzberg97)