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<!DOCTYPE html> <html lang="en">  <head> <title>[PDF] Bagging Predictors | Semantic Scholar</title> <meta name="robots" content="noarchive"> <link rel="canonical" href="https://www.semanticscholar.org/paper/Bagging-Predictors-Breiman/d1ee87290fa827f1217b8fa2bccb3485da1a300e"> <meta name="viewport" content="width=device-width,initial-scale=1"> <meta charset="utf-8"> <meta name="s2-ui-version" content="8c3d74bcd9b3357febf74868a2a34ed576c6fd0b"> <meta name="description" content="Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. Bagging predictors is a method for generating multiple versions of a predictor and using these to get an aggregated predictor. The aggregation averages over the versions when predicting a numerical outcome and does a plurality vote when predicting a class. The multiple versions are formed by making bootstrap replicates of the learning set and using these as new learning sets. Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. The vital element is the instability of the prediction method. If perturbing the learning set can cause significant changes in the predictor constructed, then bagging can improve accuracy."> <meta name="twitter:description" content="Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. Bagging predictors is a method for generating multiple versions of a predictor and using these to get an aggregated predictor. The aggregation averages over the versions when predicting a numerical outcome and does a plurality vote when predicting a class. The multiple versions are formed by making bootstrap replicates of the learning set and using these as new learning sets. Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. The vital element is the instability of the prediction method. If perturbing the learning set can cause significant changes in the predictor constructed, then bagging can improve accuracy."> <meta property="og:description" content="Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. Bagging predictors is a method for generating multiple versions of a predictor and using these to get an aggregated predictor. The aggregation averages over the versions when predicting a numerical outcome and does a plurality vote when predicting a class. The multiple versions are formed by making bootstrap replicates of the learning set and using these as new learning sets. Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. The vital element is the instability of the prediction method. If perturbing the learning set can cause significant changes in the predictor constructed, then bagging can improve accuracy."> <meta name="citation_author" content="L. Breiman"> <meta name="citation_title" content="Bagging Predictors"> <meta name="citation_publication_date" content="1996"> <meta name="citation_journal_title" content="Machine-mediated learning"> <meta name="citation_pdf_url" content="https://doi.org/10.1007/BF00058655"> <meta property="og:title" content="[PDF] Bagging Predictors | Semantic Scholar"> <meta name="twitter:title" content="[PDF] Bagging Predictors | Semantic Scholar"> <meta property="og:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:secure_url" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:image:width" content="1110"> <meta property="og:image:height" content="582"> <meta name="twitter:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png"> <meta property="og:type" content="website"> <meta property="og:locale" content="en_US"> <meta property="og:image:secure_url" content="https://www.semanticscholar.org/img/semantic_scholar_og.png" /> <meta property="og:locale" content="en_US" /> <meta name="twitter:card" content="summary_large_image"> <meta name="twitter:image" content="https://www.semanticscholar.org/img/semantic_scholar_og.png" /> <meta name="twitter:site" content="@allenai_org"> <link rel="apple-touch-icon-precomposed" sizes="57x57" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-57x57.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="114x114" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-114x114.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="72x72" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-72x72.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="144x144" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-144x144.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="60x60" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-60x60.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="120x120" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-120x120.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="76x76" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-76x76.png" class="favicon"/> <link rel="apple-touch-icon-precomposed" sizes="152x152" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/apple-touch-icon-152x152.png" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-196x196.png" sizes="196x196" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-96x96.png" sizes="96x96" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-32x32.png" sizes="32x32" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-16x16.png" sizes="16x16" class="favicon"/> <link rel="icon" type="image/png" href="https://cdn.semanticscholar.org/2a54e465095d92e2/img/favicon-128.png" sizes="128x128" class="favicon"/> <meta name="application-name" content=" "/> <meta name="msapplication-TileColor" content="#FFFFFF" /> <meta name="msapplication-TileImage" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-144x144.png" class="favicon"/> <meta name="msapplication-square70x70logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-70x70.png" class="favicon"/> <meta name="msapplication-square150x150logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-150x150.png" class="favicon"/> <meta name="msapplication-wide310x150logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-310x150.png" class="favicon"/> <meta name="msapplication-square310x310logo" content="https://cdn.semanticscholar.org/2a54e465095d92e2/img/mstile-310x310.png" class="favicon"/> <script type="text/javascript"> (function(){function c(b){b&&Array.from(d).forEach(function(a){a.href&&(a.href=a.href.replace("/img/","/img/darkmode/"));a.content&&(a.content=a.content.replace("/img/","/img/darkmode/"))})}var e=window.matchMedia("(prefers-color-scheme: dark)").matches||!1,d=document.getElementsByClassName("favicon");try{window.matchMedia("(prefers-color-scheme: dark)").addEventListener("change",function(b){c(b.matches)})}catch(b){try{window.matchMedia("(prefers-color-scheme: dark)").addListener(function(a){c(a.matches)})}catch(a){console.error(a)}}c(e)})(); 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Bagging predictors is a method for generating multiple versions of a predictor and using these to get an aggregated predictor. The aggregation averages over the versions when predicting a numerical outcome and does a plurality vote when predicting a class. The multiple versions are formed by making bootstrap replicates of the learning set and using these as new learning sets. Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. The vital element is the instability of the prediction method. If perturbing the learning set can cause significant changes in the predictor constructed, then bagging can improve accuracy.","author":[{"@type":"Person","name":"L. 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Bagging predictors is a method for generating multiple versions of a predictor and using these to get an aggregated predictor. The aggregation averages over the versions when predicting a numerical outcome and does a plurality vote when predicting a class. The multiple versions are formed by making bootstrap replicates of the learning set and using these as new learning sets. Tests on real and simulated data sets using classification and regression trees and subset selection in linear regression show that bagging can give substantial gains in accuracy. The vital element is the instability of the prediction method. If perturbing the learning set can cause significant changes in the predictor constructed, then bagging can improve accuracy.","author":[{"@type":"Person","name":"L. 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data-heap-id="new_ab_framework_mock_ab" data-heap-group="control"><div class="fresh-paper-detail-page__above-the-fold"><div class="centered-max-width-content"><div class="flex-container flex-row flex-column-med flex-relative-pos fresh-paper-detail-page__top-container"><div class="flex-item flex-item--width-66 flex-item__left-column"><div class="fresh-paper-detail-page__header" data-test-id="paper-detail-page-header"><ul class="paper-meta paper-detail__paper-meta-top" data-test-id="paper-meta-subhead"><li data-test-id="paper-doi"><section class="doi"><span class="doi__label">DOI:</span><a class="doi__link" href="https://doi.org/10.1007/BF00058655">10.1007/BF00058655</a></section></li><li data-test-id="corpus-id">Corpus ID: 47328136</li></ul><h1 data-test-id="paper-detail-title">Bagging Predictors</h1><pre class="bibtex-citation" data-nosnippet="true">@article{Breiman1996BaggingP, title={Bagging Predictors}, author={L. Breiman}, journal={Machine Learning}, year={1996}, volume={24}, pages={123-140}, url={https://api.semanticscholar.org/CorpusID:47328136} }</pre><ul class="flex-row-vcenter paper-meta"><li class="paper-meta-item"><span class="paper-meta" data-test-id="paper-meta-subhead"><span class="author-list"><span data-heap-id="heap_author_list_item" data-heap-author-id="2423230" data-test-id="author-list"><a class="author-list__link author-list__author-name" href="/author/L.-Breiman/2423230"><span class=""><span>L. Breiman</span></span></a></span></span></span></li><li class="paper-meta-item"><span data-test-id="year-and-venue">Published in <span data-test-id="venue-metadata"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-test-id="normalized-venue-link" data-heap-id="venue_serp_link_click" href="/venue?name=Machine-mediated%20learning"><span class="" data-test-id="venue-metadata"><span>Machine-mediated learning</span></span></a></span> <span data-test-id="paper-year"><span class=""><span>1 August 1996</span></span></span></span></li><li class="paper-meta-item">Computer Science, Mathematics</li></ul><div class="tldr-abstract-replacement text-truncator paper-detail-page__tldr-abstract"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left 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class="card-content"><div class="paper-detail-content-card result-page" data-test-id="cited-by"><div class="citation-list__citations"><div class="cl-paper-row citation-list__paper-row" data-paper-id="ec678d5c1ed6049ff489c6cd342a26bf7b60fc04"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="ec678d5c1ed6049ff489c6cd342a26bf7b60fc04" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Bagging-Classification-Models-with-Reduced-Pino-Mej%C3%ADas-Cubiles-de-la-Vega/ec678d5c1ed6049ff489c6cd342a26bf7b60fc04"><h3 id="paper-ec678d5c1ed6049ff489c6cd342a26bf7b60fc04" class="cl-paper-title" tabindex="" aria-describedby="">Bagging Classification Models with Reduced Bootstrap</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1399007102" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Pino-Mej%C3%ADas/1399007102"><span class=""><span>R. Pino-Mejías</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1403957732" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Cubiles-de-la-Vega/1403957732"><span class=""><span>M. Cubiles-de-la-Vega</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1402333569" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-L%C3%B3pez-Coello/1402333569"><span class=""><span>M. López-Coello</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1402333535" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/E.-Silva-Ram%C3%ADrez/1402333535"><span class=""><span>E. Silva-Ramírez</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1382656372" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/M.-Jim%C3%A9nez-Gamero/1382656372"><span class=""><span>M. Jiménez-Gamero</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">SSPR/SPR</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2004</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This work introduces an alternative method for bagging classification models, motivated by the reduced bootstrap methodology, where the generated bootstrap samples are forced to have a number of distinct original observations between two values k 1 and k 2.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="3 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" 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href="/author/Jiangshe-Zhang/123275655"><span class=""><span>Jiangshe Zhang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1974071" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Gai-Ying-Zhang/1974071"><span class=""><span>Gai-Ying Zhang</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Comput.%20Stat.%20Data%20Anal.">Comput. Stat. 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class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Guohua-Liang/2056778823"><span class=""><span>Guohua Liang</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1694121" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xingquan-Zhu/1694121"><span class=""><span>Xingquan Zhu</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="48934799" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Chengqi-Zhang/48934799"><span class=""><span>Chengqi Zhang</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=AAAI">AAAI</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2011</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>These studies assert that both stability and robustness are key requirements to ensure the high performance for building a bagging predictor, and demonstrated that bagging is statistically superior to most single base learners, except for KNN and Naïve Bayes (NB).</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="32 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/fa679282d36e995f6728ab5050d113a15dcb6082#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" 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class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="9f8eb768a951606769728d12e700ef5930fa7473" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/Combining-Bagging-and-Additive-Regression-Kotsiantis/9f8eb768a951606769728d12e700ef5930fa7473"><h3 id="paper-9f8eb768a951606769728d12e700ef5930fa7473" class="cl-paper-title" tabindex="" aria-describedby="">Combining Bagging and Additive Regression</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1697867" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Kotsiantis/1697867"><span class=""><span>S. Kotsiantis</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2007</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>An ensemble using an averaging methodology of bagging and boosting ensembles with 10 sub-learners in each one is built with strong empirical indications that bagging is much more robust than boosting in noisy settings.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="9 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/9f8eb768a951606769728d12e700ef5930fa7473#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg 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href="/paper/Bagged-ensembles-with-tunable-parameters-Pham-%C3%93lafsson/3894a88a33f77ba7d500cb4ee2471931d8807e3e"><h3 id="paper-3894a88a33f77ba7d500cb4ee2471931d8807e3e" class="cl-paper-title" tabindex="" aria-describedby="">Bagged ensembles with tunable parameters</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="121562149" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hieu-Pham/121562149"><span class=""><span>Hieu Pham</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2822741" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-%C3%93lafsson/2822741"><span class=""><span>S. Ólafsson</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=Comput.%20Intell.">Comput. Intell.</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2019</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The impact tunable weighting has on the votes of each learner in an ensemble is explored and the results with pure bagging and the best known bagged ensemble method, namely, the random forest are compared.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="34 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/3894a88a33f77ba7d500cb4ee2471931d8807e3e#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>34</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="3894a88a33f77ba7d500cb4ee2471931d8807e3e" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">1 Excerpt</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="07adadffb058132b1c2dff711b8dd056dbeff3ec"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="07adadffb058132b1c2dff711b8dd056dbeff3ec" data-heap-citation-type="citingPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Pruning-Bagging-Ensembles-with-Metalearning-Pinto-Soares/07adadffb058132b1c2dff711b8dd056dbeff3ec"><h3 id="paper-07adadffb058132b1c2dff711b8dd056dbeff3ec" class="cl-paper-title" tabindex="" aria-describedby="">Pruning Bagging Ensembles with Metalearning</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="152566240" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/F%C3%A1bio-Pinto/152566240"><span class=""><span>Fábio Pinto</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="119888848" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/C.-Soares/119888848"><span class=""><span>C. Soares</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1398468834" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jo%C3%A3o-Mendes-Moreira/1398468834"><span class=""><span>João Mendes-Moreira</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=MCS">MCS</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2015</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper proposes a Metalearning method for pruning bagging ensembles that allows to prune the ensemble before actually generating the individual models.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="5 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/07adadffb058132b1c2dff711b8dd056dbeff3ec#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>5</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="964612554f7991d4584be5b0973fdff0e1082f5c"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="964612554f7991d4584be5b0973fdff0e1082f5c" data-heap-citation-type="citingPapers" data-heap-has-intents="true" data-test-id="citation-paper-title" href="/paper/A-Robust-Bagging-Method-Using-Median-as-a-Rule-Zaman-Hirose/964612554f7991d4584be5b0973fdff0e1082f5c"><h3 id="paper-964612554f7991d4584be5b0973fdff0e1082f5c" class="cl-paper-title" tabindex="" aria-describedby="">A Robust Bagging Method Using Median as a Combination Rule</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1739124" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/F.-Zaman/1739124"><span class=""><span>F. Zaman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2246904770" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Hideo-Hirose/2246904770"><span class=""><span>Hideo Hirose</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><span data-heap-id="paper-meta-venue" class="cl-paper-venue cl-paper-venue--paper-metadata">2008 IEEE 8th International Conference on…</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2008</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only 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cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="9 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/964612554f7991d4584be5b0973fdff0e1082f5c#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>9</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="964612554f7991d4584be5b0973fdff0e1082f5c" data-heap-type="excerpt" data-heap-citation-type="citingPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-flag__flag-button"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-excerpt" data-test-id="icon-excerpt"><use xlink:href="#excerpt"></use></svg></span><span class="cl-button__label">2 Excerpts</span></button></li></ul></div></div><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button 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data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/A-Comparison-of-Model-Aggregation-Methods-for-Barut%C3%A7uoglu/c250b62023c27f550575f23a49462979b6efc84c"><h3 id="paper-c250b62023c27f550575f23a49462979b6efc84c" class="cl-paper-title" tabindex="" aria-describedby="">A Comparison of Model Aggregation Methods for Regression</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1794834" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Zafer-Barut%C3%A7uoglu/1794834"><span class=""><span>Zafer Barutçuoglu</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=ICANN">ICANN</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>2003</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Experiments reveal that different types of AdaBoost algorithms require different complexities of base models, and they outperform Bagging at their best, but Bagging achieves a consistent level of success with all base model, providing a robust alternative.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="29 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/c250b62023c27f550575f23a49462979b6efc84c#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use 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href="/paper/VoB-predictors%3A-Voting-on-bagging-classifications-Su-Khoshgoftaar/0f88f2bc2d817257d2f9b39401b47d90bcbc192d"><h3 id="paper-0f88f2bc2d817257d2f9b39401b47d90bcbc192d" class="cl-paper-title" tabindex="" aria-describedby="">VoB predictors: Voting on bagging classifications</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1800469" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Xiaoyuan-Su/1800469"><span class=""><span>Xiaoyuan Su</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="1725285" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/T.-Khoshgoftaar/1725285"><span class=""><span>T. 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Buntine</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1992</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>This paper introduces Bayesian techniques for splitting, smoothing, and tree averaging, which are similar to Quinlan's information gain, 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href="/paper/Multiple-decision-trees-Kwok-Carter/d218f909deca0a646afe29a218872159fc8ebeff"><h3 id="paper-d218f909deca0a646afe29a218872159fc8ebeff" class="cl-paper-title" tabindex="" aria-describedby="">Multiple decision trees</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="50616956" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Suk-Wah-Kwok/50616956"><span class=""><span>Suk Wah Kwok</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2082443290" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Chris-Carter/2082443290"><span class=""><span>Chris Carter</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science, Mathematics</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=UAI">UAI</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1988</span></span></li></ul><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="194 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/d218f909deca0a646afe29a218872159fc8ebeff#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>194</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/d218f909deca0a646afe29a218872159fc8ebeff"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="cl-paper-flags cl-paper-controls__flags" data-test-id="citation"><div class="citation__body"><ul class="cl-paper__bulleted-row"><li class="cl-paper__bulleted-row__item cl-paper-flag__popover-button"><button data-heap-id="citation_box" data-heap-paper-id="d218f909deca0a646afe29a218872159fc8ebeff" data-heap-type="excerpt" data-heap-citation-type="citedPapers" data-test-id="excerpt" aria-expanded="false" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon 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selection and evaluation in regression. The X-random case</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2423230" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/L.-Breiman/2423230"><span class=""><span>L. Breiman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="49286079" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Philip-C.-Spector/49286079"><span class=""><span>Philip C. Spector</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1992</span></span></li></ul><div class="cl-paper-abstract"><span class="" data-test-id="paper-abstract-toggle"><span>Summary Often, in a regression situation with many variables, a sequence of submodels is generated containing fewer variables by using such methods as stepwise addition or deletion of variables, or</span><span>… </span><button aria-label="Expand truncated text" tabindex="0" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></span></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="734 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/97d98535ea3bab1a486f05037d0b4724f47e0cfd#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>734</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="1bc555309bd1fbce5d487463312bb3a5a7b7a719"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="1bc555309bd1fbce5d487463312bb3a5a7b7a719" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Multivariate-adaptive-regression-splines-Friedman/1bc555309bd1fbce5d487463312bb3a5a7b7a719"><h3 id="paper-1bc555309bd1fbce5d487463312bb3a5a7b7a719" class="cl-paper-title" tabindex="" aria-describedby="">Multivariate adaptive regression splines</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="3056361" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Friedman/3056361"><span class=""><span>J. Friedman</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1990</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>A new method is presented for flexible regression modeling of high dimensional data that takes the form of an expansion in product spline basis functions, where the number of basis functions as well as the parameters associated with each one are automatically determined by the data.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="3,978 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/1bc555309bd1fbce5d487463312bb3a5a7b7a719#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>3,978</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/1bc555309bd1fbce5d487463312bb3a5a7b7a719"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="5785d2d2c1e326e585a0a635071529f6b03f4aef"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="5785d2d2c1e326e585a0a635071529f6b03f4aef" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Regression-Diagnostics-Bollen-Jackman/5785d2d2c1e326e585a0a635071529f6b03f4aef"><h3 id="paper-5785d2d2c1e326e585a0a635071529f6b03f4aef" class="cl-paper-title" tabindex="" aria-describedby="">Regression Diagnostics</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2660781" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Bollen/2660781"><span class=""><span>K. Bollen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="35001395" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Jackman/35001395"><span class=""><span>R. Jackman</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Economics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1985</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Five diagnostic procedures are reviewed: partial regression plots, the “hat” matrix, studentized residuals, DFITSi, and DFBETASij, to underscore the point that the diagnostics cannot be employed mechanically.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="2,133 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/5785d2d2c1e326e585a0a635071529f6b03f4aef#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>2,133</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="8674223cb2a4ff09c7b8d82e3a6ad187cc9008b5"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="8674223cb2a4ff09c7b8d82e3a6ad187cc9008b5" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Using-the-ADAP-Learning-Algorithm-to-Forecast-the-Smith-Everhart/8674223cb2a4ff09c7b8d82e3a6ad187cc9008b5"><h3 id="paper-8674223cb2a4ff09c7b8d82e3a6ad187cc9008b5" class="cl-paper-title" tabindex="" aria-describedby="">Using the ADAP Learning Algorithm to Forecast the Onset of Diabetes Mellitus</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2119126691" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Jack-W.-Smith/2119126691"><span class=""><span>Jack W. Smith</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2305118" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Everhart/2305118"><span class=""><span>J. Everhart</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="46673474" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/W.-C.-Dickson/46673474"><span class=""><span>W. C. Dickson</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="6211003" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/W.-Knowler/6211003"><span class=""><span>W. Knowler</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2138536" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Johannes/2138536"><span class=""><span>R. Johannes</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Medicine, Computer Science</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1988</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Testing the ability of an early neural network model, ADAP, to forecast the onset of diabetes mellitus in a high risk population of Pima Indians and comparing the results with those obtained from logistic regression and linear perceptron models using precisely the same training and forecasting sets.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="933 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/8674223cb2a4ff09c7b8d82e3a6ad187cc9008b5#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>933</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="7de372cae64dea5263076b5139c6b79df9e3157b"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="7de372cae64dea5263076b5139c6b79df9e3157b" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Estimating-Optimal-Transformations-for-Multiple-and-Breiman-Friedman/7de372cae64dea5263076b5139c6b79df9e3157b"><h3 id="paper-7de372cae64dea5263076b5139c6b79df9e3157b" class="cl-paper-title" tabindex="" aria-describedby="">Estimating Optimal Transformations for Multiple Regression and Correlation.</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2423230" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/L.-Breiman/2423230"><span class=""><span>L. Breiman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3056361" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Friedman/3056361"><span class=""><span>J. Friedman</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Mathematics</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1985</span></span></li></ul><div class="cl-paper-abstract"><span class="" data-test-id="paper-abstract-toggle"><span>Abstract In regression analysis the response variable Y and the predictor variables X 1 …, Xp are often replaced by functions θ(Y) and O1(X 1), …, O p (Xp ). We discuss a procedure for estimating</span><span>… </span><button aria-label="Expand truncated text" tabindex="0" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></span></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="1,768 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/7de372cae64dea5263076b5139c6b79df9e3157b#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>1,768</div></a></li><li class="cl-paper-stats__item"><div class="flex-row paper-badge-list"><a class="link-button--no-underline" href="/paper/7de372cae64dea5263076b5139c6b79df9e3157b"><div class="cl-paper-stat cl-paper-stat__collapsable cl-paper-stat__icon-only cl-paper-stat__adjust-badge-position cl-paper-stats__badge__open-access cl-paper-stats__badge-hover" data-test-id="paper-badge-open_access" aria-label="This paper has an available PDF." data-heap-id="paper_badge_open_access"><span class="cl-paper-stats__symbol">PDF</span></div></a></div></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="2ce4103e5bc275498adc81c422777ea404b5e599"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="2ce4103e5bc275498adc81c422777ea404b5e599" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Error-Correcting-Output-Codes%3A-A-General-Method-for-Dietterich-Bakiri/2ce4103e5bc275498adc81c422777ea404b5e599"><h3 id="paper-2ce4103e5bc275498adc81c422777ea404b5e599" class="cl-paper-title" tabindex="" aria-describedby="">Error-Correcting Output Codes: A General Method for Improving Multiclass Inductive Learning Programs</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="144299726" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Thomas-G.-Dietterich/144299726"><span class=""><span>Thomas G. Dietterich</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3242194" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/Ghulum-Bakiri/3242194"><span class=""><span>Ghulum Bakiri</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Computer Science</span></div><div class="cl-paper__bulleted-row__item"><a class="cl-paper-venue cl-paper-venue--paper-metadata" data-heap-id="paper-meta-venue" href="/venue?name=AAAI">AAAI</a></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1991</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>It is demonstrated that error-correcting output codes provide a general-purpose method for improving the performance of inductive learning programs on multiclass problems.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="260 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/2ce4103e5bc275498adc81c422777ea404b5e599#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>260</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="df5a9aeb6ad2ebda81afc7e0377bcd770a3c19f9"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="df5a9aeb6ad2ebda81afc7e0377bcd770a3c19f9" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Classification-and-Regression-Trees-Breiman-Friedman/df5a9aeb6ad2ebda81afc7e0377bcd770a3c19f9"><h3 id="paper-df5a9aeb6ad2ebda81afc7e0377bcd770a3c19f9" class="cl-paper-title" tabindex="" aria-describedby="">Classification and Regression Trees</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="2423230" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/L.-Breiman/2423230"><span class=""><span>L. Breiman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="3056361" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/J.-Friedman/3056361"><span class=""><span>J. Friedman</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="2378652" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/R.-Olshen/2378652"><span class=""><span>R. Olshen</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="103556459" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/C.-Stone/103556459"><span class=""><span>C. Stone</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Biology</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1984</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>Van Driesche RG, Hoddle M, and Center T (2008) Control of Pests and Weeds by Natural Enemies, an Introduction to Biological Control.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="11,185 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/df5a9aeb6ad2ebda81afc7e0377bcd770a3c19f9#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" data-test-id="icon-cited-by"><use xlink:href="#cited-by"></use></svg>11,185</div></a></li></ul></div><div class="cl-paper-controls__actions"><div class="flex-row cl-paper-actions"><div class="cl-paper-action__button-container"><button aria-label="Save to Library" data-heap-id="save_to_library" data-test-id="cl-paper-library" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--has-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default cl-icon-button cl-paper-action__button cl-paper-action__button__library-button cl-paper-action__button--blue-outline"><span class="cl-button__icon"><svg aria-hidden="true" height="11" width="11" alt="" class="icon-svg icon-fa-bookmark" data-test-id="icon-fa-bookmark"><use xlink:href="#fa-bookmark"></use></svg></span><span class="cl-button__label">Save</span></button></div></div></div></div><div class="cl-paper-controls__expanded-content"></div></div><div class="cl-paper-row citation-list__paper-row" data-paper-id="e0d2de05caacdfa8073b2b4f77c5e72cb2449b81"><a class="link-button--show-visited" data-heap-id="citation_title" data-heap-paper-id="e0d2de05caacdfa8073b2b4f77c5e72cb2449b81" data-heap-citation-type="citedPapers" data-heap-has-intents="false" data-test-id="citation-paper-title" href="/paper/Classification-of-radar-returns-from-the-ionosphere-Sigillito-Wing/e0d2de05caacdfa8073b2b4f77c5e72cb2449b81"><h3 id="paper-e0d2de05caacdfa8073b2b4f77c5e72cb2449b81" class="cl-paper-title" tabindex="" aria-describedby="">Classification of radar returns from the ionosphere using neural networks</h3></a><ul class="cl-paper__bulleted-row"><span class="cl-paper-authors"><span data-heap-id="citation_author" data-heap-author-id="1968266" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/V.-Sigillito/1968266"><span class=""><span>V. Sigillito</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="143969237" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/S.-Wing/143969237"><span class=""><span>S. Wing</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="40942716" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/L.-V.-Hutton/40942716"><span class=""><span>L. V. Hutton</span></span></a></span><span data-heap-id="citation_author" data-heap-author-id="34758082" data-test-id="author-list"><a class="cl-paper-authors__author-box notranslate cl-paper-authors__author-box__with-background" href="/author/K.-Baker/34758082"><span class=""><span>K. Baker</span></span></a></span></span><div class="cl-paper__bulleted-row__item"><span class="cl-paper-fos">Engineering, Computer Science</span></div><li class="cl-paper__bulleted-row__item"><span class="cl-paper-pubdates"><span>1989</span></span></li></ul><div class="tldr-abstract-replacement text-truncator"><div class="cl-dropdown cl-dropdown--arrow-pos-top-left tldr-abstract__pill"><div class="cl-dropdown__button"><button type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-default cl-button--density-default tldr-abstract-replacement__pill mod-clickable"><span class="cl-button__label">TLDR</span></button></div><div class="cl-dropdown__popover"></div></div><span class=""><span>The multilayer feedforward networks (MLFN'S) outperformed the single-layer networks, achieving 1000/0 accuracy on the training set and up to 980/0 Accuracy on the testing set.</span></span><button aria-label="Expand truncated text" type="submit" class="cl-button cl-button--no-arrow-divider cl-button--not-icon-only cl-button--no-icon cl-button--has-label cl-button--font-size- cl-button--icon-pos-left cl-button--shape-rectangle cl-button--size-default cl-button--type-tertiary cl-button--density-default more mod-clickable more-toggle"><span class="cl-button__label">Expand</span></button></div><div class="cl-paper__bulleted-row cl-paper-controls"><div class="cl-paper-controls__stats"><ul class="cl-paper-stats-list" data-test-id="citation-stats"><li aria-label="388 Citations" class="cl-paper-stats__item"><a aria-label="Visit citations for this paper" href="/paper/e0d2de05caacdfa8073b2b4f77c5e72cb2449b81#citing-papers" class="cl-paper-stats__citation-pdp-link"><div class="cl-paper-stat"><svg aria-hidden="true" width="12" height="12" class="cl-paper-stats__icon icon-svg icon-cited-by" alt="" 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