Machine Learning Challenges

Language: English

Published by Springer, Springer Mai 2006, 2006

3540334270 / 9783540334279

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This item is printed on demand - Print on Demand Titel. Neuware -Evaluating Predictive Uncertainty Challenge.- Classification with Bayesian Neural Networks.- A Pragmatic Bayesian Approach to Predictive Uncertainty.- Many Are Better Than One: Improving Probabilistic Estimates from Decision Trees.- Estimating Predictive Variances with Kernel Ridge Regression.- Competitive Associative Nets and Cross-Validation for Estimating Predictive Uncertainty on Regression Problems.- Lessons Learned in the Challenge: Making Predictions and Scoring Them.- The 2005 PASCAL Visual Object Classes Challenge.- The PASCAL Recognising Textual Entailment Challenge.- Using Bleu-like Algorithms for the Automatic Recognition of Entailment.- What Syntax Can Contribute in the Entailment Task.- Combining Lexical Resources with Tree Edit Distance for Recognizing Textual Entailment.- Textual Entailment Recognition Based on Dependency Analysis and WordNet.- Learning Textual Entailment on a Distance Feature Space.- An Inference Model for Semantic Entailment in Natural Language.- A Lexical Alignment Model for Probabilistic Textual Entailment.- Textual Entailment Recognition Using Inversion Transduction Grammars.- Evaluating Semantic Evaluations: How RTE Measures Up.- Partial Predicate Argument Structure Matching for Entailment Determination.- VENSES - A Linguistically-Based System for Semantic Evaluation.- Textual Entailment Recognition Using a Linguistically-Motivated Decision Tree Classifier.- Recognizing Textual Entailment Via Atomic Propositions.- Recognising Textual Entailment with Robust Logical Inference.- Applying COGEX to Recognize Textual Entailment.- Recognizing Textual Entailment: Is Word Similarity Enough .Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 484 pp. Englisch.…

Seller Inventory # 9783540334279

Title
Machine Learning Challenges
Author
Joaquin Quinonero-Candela
Publisher
Springer, Springer Mai 2006
Publication year
2006
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540334270
ISBN 13
9783540334279
Item weight
815 grams
Dimensions
235x155x30 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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