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Overfitting
Known as:
Underfitting
, Over-fitted
, Overfit
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In statistics and machine learning, one of the most common tasks is to fit a "model" to a set of training data, so as to be able to make reliable…
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Related topics
Related topics
49 relations
AdaBoost
B-spline
Backpropagation
Backtesting
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Broader (1)
Machine learning
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Localizing Multiple Objects Using Radio Tomographic Imaging Technology
Qinghua Wang
,
H. Yi̇ği̇tler
,
R. Jäntti
,
Xin Huang
IEEE Transactions on Vehicular Technology
2016
Corpus ID: 780257
Low-data-rate wireless networks can be deployed for physical intrusion detection and localization purposes. The intrusion of a…
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2015
2015
The Role of Data Mining for Business Intelligence in Knowledge Management
Kijpokin Kasemsap
2015
Corpus ID: 168277154
This chapter introduces the role of Data Mining (DM) for Business Intelligence (BI) in Knowledge Management (KM), thus explaining…
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Review
2014
Review
2014
Enhancement of Mahalanobis-Taguchi System via Rough Sets based Feature Selection
A. Iquebal
,
Avishek Pal
,
D. Ceglarek
,
M. Tiwari
Expert systems with applications
2014
Corpus ID: 17711261
2013
2013
Empirical analysis of model selection criteria for genetic programming in modeling of time series system
A. Garg
,
S. Sriram
,
K. Tai
IEEE Conference on Computational Intelligence for…
2013
Corpus ID: 14801777
Genetic programming (GP) and its variants have been extensively applied for modeling of the stock markets. To improve the…
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2010
2010
Guidelines for developing effective Estimation of Distribution Algorithms in solving single machine scheduling problems
Shih-Hsin Chen
,
Min-Chih Chen
,
P. Chang
,
Qingfu Zhang
,
Yuh-Min Chen
Expert systems with applications
2010
Corpus ID: 31501957
2009
2009
Semi-supervised learning of semantic classes for query understanding: from the web and for the web
Ye-Yi Wang
,
Raphael Hoffmann
,
Xiao Li
,
Jakub Szymanski
International Conference on Information and…
2009
Corpus ID: 5517121
Understanding intents from search queries can improve a user's search experience and boost a site's advertising profits. Query…
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2008
2008
Ear Detection Based on Improved AdaBoost Algorithm
Wenjuan Li
,
Zhichun Mu
Chinese Conference on Pattern Recognition
2008
Corpus ID: 37357675
Ear detection is the most important step of an ear recognition system, and the detection effect of this step directly affects the…
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Highly Cited
2005
Highly Cited
2005
Analyzing Behavioral Features for Email Classification
Steve Martin
,
B. Nelson
,
A. Sewani
,
K. Chen
,
A. Joseph
International Conference on Email and Anti-Spam
2005
Corpus ID: 5788556
Many researchers have applied statistical analysis techniques to email for classification purposes, such as identifying spam…
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Review
2003
Review
2003
An Introduction to Support Vector Machines: A Review
Yiling Chen
,
Isaac G. Councill
The AI Magazine
2003
Corpus ID: 30263086
Review of "An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods, Nello Cristianini and John Shawe…
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Highly Cited
2000
Highly Cited
2000
Using artificial intelligence to predict permeability from petrographic data
Maqsood Ali
,
A. Chawathé
2000
Corpus ID: 61100704
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