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Out-of-bag error

Known as: OOB, Out-of-bag estimate 
Out-of-bag (OOB) error, also called out-of-bag estimate, is a method of measuring the prediction error of random forests, boosted decision trees, and… 
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Related topics

Related topics

9 relations
Bootstrap aggregatingBootstrapping (statistics)Cross-validation (statistics)Gradient boosting

Broader (2)

Computational statisticsEnsemble learning

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2017
2017
OFDM-Like Signaling for Broadband Satellite Applications: Analysis and Advanced Compensation
Orthogonal frequency-division multiplexing (OFDM), special form of multicarrier modulation, is the cornerstone of broad range of… 
2016
2016
Performance evaluation of GFDM over nonlinear channel
Generalized Frequency Division Multiplexing (GFDM) has been recently proposed for next generation 5G mobile networks. A… 
2013
2013
Combination of spectral and SVD precodings for out-of-band leakage suppression
Since the out-of-band (OOB) power suppression of Orthogonal Frequency Division Multiplexing (OFDM) has been an essential topic… 
2010
2010
One-Time Knocking framework using SPA and IPsec
This paper presents an improved scheme over the existing Port-Knocking and Single Packet Authorization by employing One-Time… 
2009
2009
MultiHop Light-Trails (MLT) - A Solution to Extended Metro Networks
A light-trail is a generalization of a lightpath such that multiple nodes can take part in communication along the path. A light… 
Highly Cited
2008
Highly Cited
2008
Deterministic service guarantees for nand flash using partial block cleaning
NAND flash idiosyncrasies such as bulk erase and wear leveling results in non-linear and unpredictable read/write access times… 
2008
2008
Universal device pairing using an auxiliary device
The operation of achieving authenticated key agreement between two human-operated devices over a short-range wireless… 
2004
2004
MODIS correction algorithm for out-of-band response in the short-wave IR bands
The MODerate Resolution Imaging Spectroradiometer (MODIS) has 36 spectral bands with wavelengths from 0.41 to 14.5 micrometers… 
Highly Cited
2003
Highly Cited
2003
Kahn EER technique with single-carrier digital modulations
The Kahn envelope elimination and restoration (EER) technique allows for linear RF power amplification by combining nonlinear… 
1999
1999
Estimating Generalization Error Using Out-of-Bag Estimates
We provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor… 
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