Technology & Services: KDE^™ Tutorial: How it Works

Overview | Applications / Classification | How it Works | Supporting Software | Publications

The Knowledge Discovery Engine^®
A Powerful, General, Classification Algorithm

Supporting Software

The KDE lies at the heart of a classification. In addition, a suite of supporting programs has been integrated into a comprehensive software system to provide:

• data alignment
• data smoothing or interpolation
• background subtraction
• a choice of methods for normalization and clustering
• cross-validation and bootstrapping methodologies to minimize the effects of sample bias
• statistical analysis of input data and results
• statistical analysis of sample size
• visualization tools
• options to compare KDE classification to more traditional classifiers such as kNN and PCA
• the combination of models into Bayesian or neural nets

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Overview | Applications / Classification | How it Works | Supporting Software | Publications

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