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	<id>https://cio-wiki.org//index.php?action=history&amp;feed=atom&amp;title=Predictive_Analytics</id>
	<title>Predictive Analytics - Revision history</title>
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	<updated>2026-06-04T06:14:54Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
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	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=11582&amp;oldid=prev</id>
		<title>User at 19:07, 1 December 2022</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=11582&amp;oldid=prev"/>
		<updated>2022-12-01T19:07:55Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;a href=&quot;https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;amp;diff=11582&amp;amp;oldid=7593&quot;&gt;Show changes&lt;/a&gt;</summary>
		<author><name>User</name></author>
	</entry>
	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=7593&amp;oldid=prev</id>
		<title>User: The LinkTitles extension automatically added links to existing pages (https://github.com/bovender/LinkTitles).</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=7593&amp;oldid=prev"/>
		<updated>2021-02-06T17:41:31Z</updated>

		<summary type="html">&lt;p&gt;The LinkTitles extension automatically added links to existing pages (https://github.com/bovender/LinkTitles).&lt;/p&gt;
&lt;a href=&quot;https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;amp;diff=7593&amp;amp;oldid=5955&quot;&gt;Show changes&lt;/a&gt;</summary>
		<author><name>User</name></author>
	</entry>
	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=5955&amp;oldid=prev</id>
		<title>User at 18:49, 28 May 2020</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=5955&amp;oldid=prev"/>
		<updated>2020-05-28T18:49:58Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left diff-editfont-monospace&quot; data-mw=&quot;interface&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 18:49, 28 May 2020&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot; &gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Predictive &lt;del class=&quot;diffchange diffchange-inline&quot;&gt;analytics &lt;/del&gt;is the practice of extracting information from existing data sets in order to determine patterns and predict future outcomes and trends.  Predictive analytics does not tell you what will happen in the future. It forecasts what might happen in the future with an acceptable level of reliability, and includes what-if scenarios and risk assessment.&amp;lt;ref&amp;gt;Definition of Predictive Analysis [http://www.webopedia.com/TERM/P/predictive_analytics.html Webopedia]&amp;lt;/ref&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;'''&lt;/ins&gt;Predictive &lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;Analytics''' &lt;/ins&gt;is the practice of extracting information from existing data sets in order to determine patterns and predict future outcomes and trends.  Predictive analytics does not tell you what will happen in the future. It forecasts what might happen in the future with an acceptable level of reliability, and includes what-if scenarios and risk assessment.&amp;lt;ref&amp;gt;Definition of Predictive Analysis [http://www.webopedia.com/TERM/P/predictive_analytics.html Webopedia]&amp;lt;/ref&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
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		<author><name>User</name></author>
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	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=4162&amp;oldid=prev</id>
		<title>User at 11:25, 19 February 2019</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=4162&amp;oldid=prev"/>
		<updated>2019-02-19T11:25:29Z</updated>

		<summary type="html">&lt;p&gt;&lt;/p&gt;
&lt;table class=&quot;diff diff-contentalign-left diff-editfont-monospace&quot; data-mw=&quot;interface&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 11:25, 19 February 2019&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l5&quot; &gt;Line 5:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 5:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;'''The Importance of Predictive Analytics'''&amp;lt;ref&amp;gt;Why is predictive analytics important? [https://www.sas.com/en_us/insights/analytics/predictive-analytics.html# SAS]&amp;lt;/ref&amp;gt;&lt;del class=&quot;diffchange diffchange-inline&quot;&gt;,&lt;/del&gt;br /&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;'''The Importance of Predictive Analytics'''&amp;lt;ref&amp;gt;Why is predictive analytics important? [https://www.sas.com/en_us/insights/analytics/predictive-analytics.html# SAS]&amp;lt;/ref&amp;gt;&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;lt;&lt;/ins&gt;br /&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Organizations are turning to predictive analytics to help solve difficult problems and uncover new opportunities. Common uses include:&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Organizations are turning to predictive analytics to help solve difficult problems and uncover new opportunities. Common uses include:&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;*Detecting fraud. Combining multiple analytics methods can improve pattern detection and prevent criminal behavior. As cybersecurity becomes a growing concern, high-performance behavioral analytics examines all actions on a network in real time to spot abnormalities that may indicate fraud, zero-day vulnerabilities and advanced persistent threats.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;*Detecting fraud. Combining multiple analytics methods can improve pattern detection and prevent criminal behavior. As cybersecurity becomes a growing concern, high-performance behavioral analytics examines all actions on a network in real time to spot abnormalities that may indicate fraud, zero-day vulnerabilities and advanced persistent threats.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l27&quot; &gt;Line 27:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 27:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt;−&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;'''Types of Predictive Analytics'''&amp;lt;ref&amp;gt;What are the main types of predictive analytics? [http://www.fico.com/en/predictive-analytics/understanding-predictive-analytics/what-are-the-main-types-of-predictive-analytics|FICO]&amp;lt;/ref&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt;+&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;'''Types of Predictive Analytics'''&amp;lt;ref&amp;gt;What are the main types of predictive analytics? [http://www.fico.com/en/predictive-analytics/understanding-predictive-analytics/what-are-the-main-types-of-predictive-analytics|FICO]&amp;lt;/ref&lt;ins class=&quot;diffchange diffchange-inline&quot;&gt;&amp;gt;&amp;lt;br /&lt;/ins&gt;&amp;gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Predictive analytics is often used to mean predictive models. Increasingly, people are using the term to describe related analytic disciplines used to improve customer decisions. Since different forms of predictive analytics tackle slightly different customer decisions, they are commonly used together.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;Predictive analytics is often used to mean predictive models. Increasingly, people are using the term to describe related analytic disciplines used to improve customer decisions. Since different forms of predictive analytics tackle slightly different customer decisions, they are commonly used together.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;*[[Predictive_Modeling|PREDICTIVE MODELS]]: Predictive models analyze past performance to “predict” how likely a customer is to exhibit a specific behavior in the future—for example, likelihood of a consumer to attrite or churn. This category also encompasses models that “detect” subtle data patterns to answer questions about customer behavior, such as fraud detection models. Predictive models are often embedded in operational processes and activated during live transactions. The models analyze historical and transactional data to isolate patterns: what a fraudulent transaction looks like, what a risky customer looks like, what characterizes a customer likely to switch providers. These analyses weigh the relationship between hundreds of data elements to isolate each customer’s risk or potential, which guides the action on that customer.&lt;/div&gt;&lt;/td&gt;&lt;td class='diff-marker'&gt; &lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;*[[Predictive_Modeling|PREDICTIVE MODELS]]: Predictive models analyze past performance to “predict” how likely a customer is to exhibit a specific behavior in the future—for example, likelihood of a consumer to attrite or churn. This category also encompasses models that “detect” subtle data patterns to answer questions about customer behavior, such as fraud detection models. Predictive models are often embedded in operational processes and activated during live transactions. The models analyze historical and transactional data to isolate patterns: what a fraudulent transaction looks like, what a risky customer looks like, what characterizes a customer likely to switch providers. These analyses weigh the relationship between hundreds of data elements to isolate each customer’s risk or potential, which guides the action on that customer.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>User</name></author>
	</entry>
	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=3453&amp;oldid=prev</id>
		<title>User: Predictive analytics is the practice of extracting information from existing data sets in order to determine patterns and predict future outcomes and trends.</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=3453&amp;oldid=prev"/>
		<updated>2019-01-06T20:58:19Z</updated>

		<summary type="html">&lt;p&gt;Predictive analytics is the practice of extracting information from existing data sets in order to determine patterns and predict future outcomes and trends.&lt;/p&gt;
&lt;a href=&quot;https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;amp;diff=3453&amp;amp;oldid=734&quot;&gt;Show changes&lt;/a&gt;</summary>
		<author><name>User</name></author>
	</entry>
	<entry>
		<id>https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=734&amp;oldid=prev</id>
		<title>User: Created page with &quot;'''Content Coming Soon'''&quot;</title>
		<link rel="alternate" type="text/html" href="https://cio-wiki.org//index.php?title=Predictive_Analytics&amp;diff=734&amp;oldid=prev"/>
		<updated>2018-12-05T19:11:15Z</updated>

		<summary type="html">&lt;p&gt;Created page with &amp;quot;&amp;#039;&amp;#039;&amp;#039;Content Coming Soon&amp;#039;&amp;#039;&amp;#039;&amp;quot;&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;'''Content Coming Soon'''&lt;/div&gt;</summary>
		<author><name>User</name></author>
	</entry>
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