'Binary classifiers' diaporamas de présentation

Some Useful Machine Learning Tools

1.17k views • 99 slides

A linear least squares framework for learning ordinal classes

A linear least squares framework for learning ordinal classes. Ioannis Mariolis, PhD. Outline. Introduction to Ordinal Data Modeling Generalized Linear Models Ordinary Least Squares (OLS) Regression Ordinal Logistic Regression (OLR) Linear Classifier of Ordinal Classes

763 views • 58 slides

A linear least squares framework for learning ordinal classes

A linear least squares framework for learning ordinal classes. Ioannis Mariolis, PhD. Outline. Introduction to Ordinal Data Modeling Generalized Linear Models Ordinary Least Squares (OLS) Regression Ordinal Logistic Regression (OLR) Linear Classifier of Ordinal Classes

588 views • 58 slides

Context and Learning in Multilingual Tone and Pitch Accent Recognition

Context and Learning in Multilingual Tone and Pitch Accent Recognition. Gina-Anne Levow University of Chicago May 18, 2007. Roadmap. Challenges for Tone and Pitch Accent Contextual effects Training demands Modeling Context for Tone and Pitch Accent Data collections & processing

484 views • 35 slides

Machine Learning: Methodology

Machine Learning: Methodology. Chapter 18.1-18.3. Some material adopted from notes by Chuck Dyer. http:// archive.ics.uci.edu / ml. 233 data sets. http://archive.ics.uci.edu/ml/datasets/Zoo. Zoo data. 101 examples aardvark,1,0,0,1,0,0,1,1,1,1,0,0,4,0,0,1,mammal

378 views • 28 slides

Japanese Named Entity Extraction with Redundant Morphological Analysis

Japanese Named Entity Extraction with Redundant Morphological Analysis. Masayuki Asahara and Yuji Matsumoto Graduate School of Information Science Nara Institute of Science and Technology, Japan NAACL + HLT 2003. Abstract.

354 views • 25 slides

FAST MULTI-REFERENCE MOTION ESTIMATION VIA STATISTICAL LEARNING FOR H.264/AVC

FAST MULTI-REFERENCE MOTION ESTIMATION VIA STATISTICAL LEARNING FOR H.264/AVC. Chen- Kuo Chiang and Shang-Hong Lai Department of Computer Science, National Tsing Hua University, Taiwan. Presenter: Yeh , Ta-Li. Introduction_1. H.264/AVC Video coding standard of Joint Video Team (JVT)

291 views • 19 slides

Parallelism Real Time

254 views • 14 slides

Ensembles

Ensembles. Ensemble Methods. Construct a set of classifiers from training data Predict class label of previously unseen records by aggregating predictions made by multiple classifiers Why might this be useful?

328 views • 12 slides