Searching for "Applications of ensemble methods." – sorted by Relevance.
17 documents found, showing 1 through 10.
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CS229 Final Report Statistical Analysis and Application of Ensemble Method on the Netflix Challenge
- …CS229 Final Report Statistical Analysis and Application of Ensemble Method on the Netflix…
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Classifier Ensembles: Select Real-World Applications
- … difficult real world problems. In this paper, we survey select applications of ensemble methods to problems…
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An Ensemble Method of Discovering Sample Classes Using Gene Expression Profiling
- … on this dissimilarity. Experiments on gene expression data are used to illustrate the application of the ensemble method…
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Gene expression-based prediction of malignancies Giorgio Valentini
- … machine learning methods (Sect. 2), including ECOC ensembles of learning machines for multiple tumor…
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An Ensemble Technique based on Singular Spectrum Analysis applied to Daily Rainfall Forecasting
- … and to implement an efficient ensemble method. In this paper we present new results concerning the application…
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Boosting HMMs with an Application to Speech Recognition
- …BOOSTING HMMS WITH AN APPLICATION TO SPEECH RECOGNITION ABSTRACT Boosting is a general method…
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Machine Learning Models for Lipophilicity and their Domain of Applicability
- … the domain of applicability with ensemble methods, a number of models is trained on different sets of data…
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A Proposal for Population-Based Reinforcement Learning
- … their value functions) in which case ensemble methods might be applicable. Ensemble methods are typically…
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Open challenges in learning vision systems
- … progress is reported in [3]. (8) [14] is one of the first applications of ensemble methods to reinforcement…
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When Networks Disagree: Ensemble Methods for Hybrid Neural Networks
- … on an application of the Generalized Ensemble Method to the NIST OCR database. The characters were hand…
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