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Overfitting
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31	Microsoft PowerPoint - ART05 revised 0415.ppt Add to Reading List Source URL: www.statisticalinnovations.com Language: English - Date: 2006-09-05 12:14:47 Statistical methods Machine learning Estimation theory Overfitting Linear regression Statistics Regression analysis Econometrics
32	Examining Overfitting in Relevance Feedback: Sabir Research at TREC 2007 Chris Buckley Sabir Research, Inc. Add to Reading List Source URL: trec.nist.gov Language: English Relevance feedback Relevance Vector space model Precision and recall Tf*idf Discounted cumulative gain Search engine indexing Text Retrieval Conference Concept Search Information science Information retrieval Science
33	Chapter 16 Strategy Optimisation In prior chapters we have considered how to create both an underlying predictive model (such as with the Suppor Vector Machine and Random Forest Classifier) as well as a trading strategy Add to Reading List Source URL: www.quantstart.com Language: English - Date: 2015-05-18 04:58:44 Overfitting Grid search Support vector machine Test set Model selection Training set Parameter Economic model Statistics Machine learning Cross-validation
34	Copyright © 2011 by Statistical Innovations Inc. All rights reserved. (version: Tutorial 5: Prediction with Near Infrared (NIR) Data in CORExpress® Dataset for running CCR Linear Regression (CCR.lm) This t Add to Reading List Source URL: www.statisticalinnovations.com Language: English - Date: 2012-01-06 07:31:30 Econometrics Statistical inference Cross-validation Model selection Partial least squares regression Linear regression SPSS Regularization Overfitting Statistics Regression analysis Machine learning
35	Do Deep Nets Really Need to be Deep? Rich Caruana Microsoft Research Add to Reading List Source URL: papers.nips.cc Language: English - Date: 2015-01-20 14:19:55 Science Boltzmann machine Overfitting Autoencoder Speech recognition Canadian Institute for Advanced Research Backpropagation MIMIC Neural networks Statistics Cybernetics
36	A DATA-DRIVEN METHOD FOR SELECTING OPTIMAL MODELS BASED ON GRAPHICAL VISUALISATION OF DIFFERENCES IN SEQUENTIALLY FITTED ROC MODEL PARAMETERS K S Mwitondi1, R E Moustafa2 and A S Hadi3 1 Add to Reading List Source URL: isds.nict.go.jp Language: English - Date: 2013-06-14 03:58:16 Machine learning Decision tree learning Receiver operating characteristic Overfitting Economic model Data analysis Reliability engineering Density estimation Statistics Science Data mining
37	Copyright © 2011 by Statistical Innovations Inc. All rights reserved. (version: Tutorial 5: Prediction with Near Infrared (NIR) Data in CORExpress® Dataset for running CCR Linear Regression (CCR.lm) This t Add to Reading List Source URL: statisticalinnovations.com Language: English - Date: 2012-01-06 07:31:30 Econometrics Statistical inference Cross-validation Model selection Partial least squares regression Linear regression SPSS Regularization Overfitting Statistics Regression analysis Machine learning
38	REGULARIZATION, ADAPTATION, AND NON-INDEPENDENT FEATURES IMPROVE HIDDEN CONDITIONAL RANDOM FIELDS FOR PHONE CLASSIFICATION Yun-Hsuan Sung,1 Constantinos Boulis,2 Christopher Manning,3 Dan Jurafsky4 Electrical Engineering Add to Reading List Source URL: nlp.stanford.edu Language: English - Date: 2007-10-14 22:19:15 Learning Pattern recognition Regularization Conditional random field Hidden Markov model Speech recognition Overfitting Limited-memory BFGS Early stopping Machine learning Statistics Artificial intelligence
39	Microsoft Word - 006_full Add to Reading List Source URL: www.i-r-i-e.net Language: English - Date: 2009-08-17 12:10:34 Statistics Knowledge Emerging technologies Learning Robot Overfitting Artificial intelligence Cybernetics Machine learning Science
40	Semi-supervised Subspace Learning and Application to Human Functional Magnetic Brain Resonance Imaging Data Eberhard Karls Universit¨at T¨ubingen Fakult¨at f¨ur Informations- und Kognitionswissenschaften Wilhelm-Schi Add to Reading List Source URL: www.kyb.tuebingen.mpg.de Language: English - Date: 2011-01-20 08:13:31 Regularization Supervised learning Overfitting Nonlinear dimensionality reduction Functional magnetic resonance imaging Training set Linear discriminant analysis Principal component analysis Dimension reduction Statistics Machine learning Multivariate statistics

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