Evaluation of Efficiency of Linear Techniques to Optimize Attribute Space in Machine Learning: Relevant Results for Extractive Methods of Summarizing.
Jésus Antonio MottaLaurence CapusNicole TourignyPublished in: Comput. Inf. Sci. (2012)
Keyphrases
- machine learning
- machine learning methods
- preprocessing
- evaluation methods
- computational cost
- evaluation criteria
- machine learning algorithms
- information retrieval
- gold standard
- inductive logic programming
- knowledge discovery
- empirical studies
- knowledge acquisition
- text classification
- evaluation measures
- natural language processing
- significant improvement
- linear models
- multi document summarization
- evaluation methodology
- machine learning models