Approximate Statistical Test For Comparing Supervised Classification Learning Algorithms
Approximate Statistical Test For Comparing Supervised Classification Learning Algorithms
Dietterich, Thomas G.
1998
Paper summary
martinthoma
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)
