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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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Related topics

Related topics

20 relations
Array data structureArtificial intelligenceCross-validation (statistics)Data mining

Broader (1)

Machine learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2017
Highly Cited
2017
Hybrid Classification System for Uncertain Data
In classification problem, several different classes may be partially overlapped in their borders. The objects in the border are… 
Highly Cited
2014
Highly Cited
2014
Segmentation-free word spotting with exemplar SVMs
Highly Cited
2011
Highly Cited
2011
Traffic sign detection and recognition for intelligent vehicle
In this paper, we propose a computer vision based system for real-time robust traffic sign detection and recognition, especially… 
Highly Cited
2008
Highly Cited
2008
Class Conditional Nearest Neighbor and Large Margin Instance Selection
—The one nearest neighbor ( 1-NN ) rule uses instance proximity followed by class labeling information for classifying new… 
Highly Cited
2008
Highly Cited
2008
Conditional Random Fields for Integrating Local Discriminative Classifiers
Conditional random fields (CRFs) are a statistical framework that has recently gained in popularity in both the automatic speech… 
Highly Cited
2005
Highly Cited
2005
Identifying Non-Referential it: A Machine Learning Approach Incorporating Linguistically Motivated Patterns
In this paper, we present a machine learning system for identifying non-referential it. Types of non-referential it are examined… 
Highly Cited
2004
Highly Cited
2004
Nonvolatile memory based on solid electrolytes
Programmable metallization cell (PMC) memory utilizes electrochemical control of nanoscale quantities of metal in thin films of… 
Highly Cited
2002
Highly Cited
2002
Test power reduction through minimization of scan chain transitions
Parallel test application helps reduce the otherwise considerable test times in SOCs; yet its applicability is limited by average… 
Highly Cited
1995
Highly Cited
1995
Bayesian Learning for Neural Networks
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions… 
Highly Cited
1995
Highly Cited
1995
Single-View Based Recognition of Faces Rotated in Depth
We present a method for recognizing objects (faces) on the basis of just one stored view, in spite of rotation in depth. The… 
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