Keywords
Affiliated Institutions
Related Publications
Input feature selection by mutual information based on Parzen window
Mutual information is a good indicator of relevance between variables, and have been used as a measure in several feature selection algorithms: However, calculating the mutual i...
Stability-Based Validation of Clustering Solutions
Data clustering describes a set of frequently employed techniques in exploratory data analysis to extract “natural” group structure in data. Such groupings need to be validated ...
The Effects of Nucleotide Substitution Model Assumptions on Estimates of Nonparametric Bootstrap Support
The use of parameter-rich substitution models in molecular phylogenetics has been criticized on the basis that these models can cause a reduction both in accuracy and in the abi...
Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy
Feature selection is an important problem for pattern classification systems. We study how to select good features according to the maximal statistical dependency criterion base...
Application of Model-Selection Criteria to Some Problems in Multivariate Analysis
A review of model-selection criteria is presented, with a view toward showing their similarities. It is suggested that some problems treated by sequences of hypothesis tests may...
Publication Info
- Year
- 1996
- Type
- article
- Volume
- 24
- Issue
- 2
- Pages
- 123-140
- Citations
- 16119
- Access
- Closed
External Links
Social Impact
Social media, news, blog, policy document mentions
Citation Metrics
Cite This
Identifiers
- DOI
- 10.1007/bf00058655