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Test set

Known as: Holdout method, Training (disambiguation), Dataset (machine learning) 
In many areas of information science, finding predictive relationships from data is a very important task. Initial discovery of relationships is… 
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Papers overview

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Highly Cited
2019
Highly Cited
2019
Natural language processing tasks, such as question answering, machine translation, reading comprehension, and summarization, are… 
Highly Cited
2004
Highly Cited
2004
The technology for building knowledge-based systems by inductive inference from examples has been demonstrated successfully in… 
Highly Cited
2001
Highly Cited
2001
This paper describes a machine learning approach for visual object detection which is capable of processing images extremely… 
Highly Cited
2001
Highly Cited
2001
We describe a new method of matching statistical models of appearance to images. A set of model parameters control modes of shape… 
Highly Cited
1998
Highly Cited
1998
  • T. Ho
  • IEEE Trans. Pattern Anal. Mach. Intell.
  • 1998
  • Corpus ID: 206420153
Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma… 
Highly Cited
1998
Highly Cited
1998
We consider the problem of using a large unlabeled sample to boost performance of a learning algorit,hrn when only a small set of… 
Highly Cited
1997
Highly Cited
1997
We develop a face recognition algorithm which is insensitive to large variation in lighting direction and facial expression… 
Highly Cited
1997
Highly Cited
1997
Review
1997
Review
1997
Predicting the distribution of endangered species from habitat data is frequently perceived to be a useful technique. Models that… 
Highly Cited
1995
Highly Cited
1995
!, Model-based vision is firmly established as a robust approach to recognizing and locating known rigid objects in the presence…