Beware the Null Hypothesis: Critical Value Tables for Evaluating Classifiers.
George FormanIra CohenPublished in: ECML (2005)
Keyphrases
- null hypothesis
- statistical tests
- hypothesis testing
- statistical significance
- distribution free
- training data
- test statistic
- goodness of fit
- linear classifiers
- training set
- naive bayes
- machine learning algorithms
- support vector
- decision trees
- training samples
- class distribution
- chi square
- classification algorithm
- statistically significant
- test set
- statistical analysis
- pairwise
- machine learning methods
- statistical methods
- test data
- learning algorithm
- class labels
- normal distribution
- training examples
- feature set
- feature selection