<?xml version="1.0" encoding="utf-8"?><!DOCTYPE Zthes SYSTEM "http://zthes.z3950.org/schema/zthes-1.0.dtd">  <Zthes><term><termId>2864</termId><termName>statistical machine learning</termName><termType>PT</termType><termLanguage>en-GB</termLanguage><termVocabulary>DaLiCo Glossary</termVocabulary>	<termStatus>active</termStatus>	<termApproval>approved</termApproval>	<termSortkey>statistical machine learning</termSortkey><termNote label="Definition"><![CDATA[ <p>"A subset of data science, falling at the intersection of traditional statistics and machine learning. Machine learning refers to the construction and study of computer<br />algorithms — step-by-step procedures used for calculations and classification — that can ‘learn’<br />when exposed to new data. This enables better predictions and decisions to be made based on what<br />was experienced in the past, as with filtering spam emails, for example. The addition of “statistical”<br />reflects the emphasis on statistical analysis and methodology, which is the main approach to modern<br />machine learning."</p>
<p>Source: Data-Pop Alliance (2015). Beyond Data Literacy: Reinventing Community Engagement and Empowerment in the Age of Data.” Data-Pop Alliance White Paper Series. Data-Pop Alliance (Harvard Humanitarian<br />Initiative, MIT Media Lab and Overseas Development Institute) and Internews. September 2015.</p>
<p><br />Download: <a href="https://dspace.mit.edu/handle/1721.1/123471">https://dspace.mit.edu/handle/1721.1/123471</a></p>
<p> </p> ]]></termNote><termNote label="Definition"><![CDATA[ <p>"A subset of data science, falling at the intersection of traditional statistics and machine learning. Machine learning refers to the construction and study of computer<br />algorithms — step-by-step procedures used for calculations and classification — that can ‘learn’<br />when exposed to new data. This enables better predictions and decisions to be made based on what<br />was experienced in the past, as with filtering spam emails, for example. The addition of “statistical”<br />reflects the emphasis on statistical analysis and methodology, which is the main approach to modern<br />machine learning."</p>
<p>Source: Data-Pop Alliance (2015). Beyond Data Literacy: Reinventing Community Engagement and Empowerment in the Age of Data.” Data-Pop Alliance White Paper Series. Data-Pop Alliance (Harvard Humanitarian<br />Initiative, MIT Media Lab and Overseas Development Institute) and Internews. September 2015.</p>
<p><br />Download: <a href="https://dspace.mit.edu/handle/1721.1/123471">https://dspace.mit.edu/handle/1721.1/123471</a></p>
<p> </p> ]]></termNote><termCreatedDate>statistical machine learning</termCreatedDate><relation><relationType>BT</relationType><termId>1803</termId><termName>machine learning</termName><termType>PT</termType></relation><relation><relationType>RT</relationType><termId>1824</termId><termName>data science</termName><termType>PT</termType></relation><relation><relationType>RT</relationType><termId>1811</termId><termName>analyse</termName><termType>PT</termType></relation></term>  </Zthes>