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Cross-validation
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11	Efficient Online Evaluation of Big Data Stream Classifiers Albert Bifet Gianmarco De Francisci Morales Add to Reading List Source URL: melmeric.files.wordpress.com Language: English - Date: 2015-06-10 09:25:43 Machine learning Artificial intelligence Learning Statistics Multi-label classification Boosting Statistical classification Resampling Bootstrapping Supervised learning Pattern recognition Cross-validation
12	Evaluating Problem Difficulty Rankings Using Sparse Student Response Data Ari BADER-NATAL 1 , Jordan POLLACK DEMO Lab, Brandeis University Abstract. Problem difficulty estimates play important roles in a wide variety of Add to Reading List Source URL: aribadernatal.com Language: English - Date: 2016-06-29 00:36:46 Statistics Statistical models Psychometrics Machine learning Educational psychology Estimation theory Item response theory Rasch model Cross-validation Regression analysis SAT
13	Methods for Multi-Category Cancer Diagnosis from Gene Expression Data: A Comprehensive Evaluation to Inform Decision Support System Development Alexander Statnikov, Constantin F. Aliferis, Ioannis Tsamardinos Discovery S Add to Reading List Source URL: www.dsl-lab.org Language: English - Date: 2004-02-18 20:07:17 Machine learning Learning Statistics Artificial intelligence Statistical classification Model selection Support vector machine Cross-validation K-nearest neighbors algorithm Ensemble learning Kernel method Pattern recognition
14	“Why Should I Trust You?” Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Add to Reading List Source URL: sameersingh.org Language: English - Date: 2016-08-18 16:00:00 Machine learning Statistical classification Statistics Artificial intelligence Learning Support vector machine Recommender system K-nearest neighbors algorithm Naive Bayes classifier Pattern recognition Cross-validation Classifier
15	Cross-validation for binary classification by real-valued functions: theoretical analysis Martin Anthony Department of Mathematics London School of Economics Houghton Street Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:24:41 Machine learning Learning Statistics Cross-validation Probably approximately correct learning Degrees of freedom Cognition Stability Generalization error
16	CHAPTER Credibility: Evaluating What’s Been Learned 5 Add to Reading List Source URL: aml.media.mit.edu Language: English - Date: 2011-11-03 19:34:10 Statistics Machine learning Artificial intelligence Learning Statistical inference Cross-validation Bootstrapping Test set Overfitting Statistical classification Pruning Validation
17	PeeringDB 2.0 Matt Griswold <> 12 May, 2016 Add to Reading List Source URL: chinog.org Language: English - Date: 2016-05-14 23:07:05 Computing Internet Microsoft Cross-platform software PeeringDB Peering London Internet Exchange WHOIS Data validation Outlook.com Database Email
18	276 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS: SYSTEMS, VOL. 45, NO. 2, FEBRUARY 2015 Comparing and Combining Predictive Business Process Monitoring Techniques Add to Reading List Source URL: www.infosys.tuwien.ac.at Language: English - Date: 2015-02-16 10:03:27 Prediction Information Computing Network performance Streaming Telecommunications engineering Teletraffic Data management Machine learning Cross-validation Quality of service Forecasting
19	DEPARTMENT OF MATHEMATICS TECHNICAL REPORT Generalized Correlated Cross-Validation (GCCV) Patrick S. Carmack November 2011 Add to Reading List Source URL: uca.edu Language: English - Date: 2011-11-16 11:21:11 Statistics Probability Mathematical analysis Estimation theory Probability distributions Stable distributions Statistical theory Machine learning Maximum likelihood estimation Covariance Multivariate normal distribution Normal distribution
20	Despite the popularity and superior performance of Gaussian-kernel support vector machine (SVM), the two hyperparameters sigma (scale) and C (tradeoff) remain hard to be tuned. Many techniques have been developed to addr Add to Reading List Source URL: mmds-data.org Language: English - Date: 2016-06-23 15:50:48 Statistical classification Statistics Multivariate statistics Data Support vector machine K-nearest neighbors algorithm Hyperparameter optimization Cross-validation

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