#DecisionTree
Decisiontree for #hospice relatedness regarding interventions and remember to pay the Medicare allowable price if covered. #hapc24
March 21, 2024 at 9:01 PM
Maybe I was wrong? #decisionTree for the DA. Maybe something is overlooked? #resist #resign #comply #DA #wellInformedPublic
February 14, 2025 at 12:37 AM
I have clean room implementations of the C4.5 decision tree in both Objective-C and C# from my context-sensing work in graduate school. I should dust them off and turn them into proper software packages one of these days.

#C45DecisionTree #DecisionTree #MachineLearning #ArtificialIntelligence #AI
C4.5 algorithm - Wikipedia
en.wikipedia.org
July 12, 2026 at 9:52 PM
new from me today: not all data centers are created environmentally equal — and building them in states with cleaner grids and more access to water could go a long way in preventing environmental catastrophe
If the US Has to Build Data Centers, Here’s Where They Should Go
A new analysis tries to calculate the coming environmental footprint of AI in the US and finds that the ideal sites for data centers aren’t where they’re being built.
www.wired.com
November 11, 2025 at 1:01 AM
Every great image starts with a vision. The goal here? A double-exposure look with depth & contrast. Instead of leaving it to chance, I refined the AI’s output step by step. See the full workflow here:
🔗 https://platform.duai.io/?c=1342057368330043410-double-exposure
#DecisionTree #Midjourney
March 17, 2025 at 8:31 AM
⚡ Learn how to use MATLAB’s Machine Learning Toolbox for model training & evaluation!
zurl.co/zjpx6
📊 Confusion Matrix | ROC Curve | Scatter Plot – all explained step by step.

#MATLAB #MachineLearning #AI #Simulink #SVM #NeuralNetworks #DecisionTree
September 10, 2025 at 8:31 PM
August 13, 2025 at 12:00 AM
AI tools generate stunning visuals, but they often fail to guide artists in developing unique, cohesive styles. Why? The missing piece is a structured process. Let's change that. #AIArt #MidJourney #DesignThinking #ThoughtLeadership #DecisionTree
January 27, 2025 at 3:02 PM
When you use AI tools for art, what’s your biggest frustration? For me, it’s the lack of a process to refine ideas over time. It’s like having infinite tools but no blueprint. What’s your experience?

#AIArt #CreativeProcess #MidJourney #DUAI #DecisionTree #GenerativeAI #DesignThinking
January 21, 2025 at 11:25 AM
Si os gusta el post anterior en mi timeline, esto lo complementa de una manera finísima y maravillosa. #Accessibility #DecisionTree #Interactive #Training
I think the negative framing of "… and the text in the image is not present otherwise" is unhelpful. But otherwise, wholeheartedly agree.

I made an interactive version here:

https://design.scotentblog.co.uk/toolbox/alt-text-decide-o-matic/

@zeldman.bsky.social
Alt text decide-o-matic
<span class="span-reading-time rt-reading-time" style="display: block;"><span class="rt-label rt-prefix">Reading Time: </span> <span class="rt-time"> 2</span> <span class="rt-label rt-postfix">minutes</span></span> <p>Writing alternate text for non-text can be hard. This widget can help you decide which approach to take.</p> <style> .container-fluid > form { min-height: 208px; } .form-group, p.error { display: none; } p.error { color: red; } .btn-info { margin: 1em 0 0 1.1em; } fieldset { border: 0px; } fieldset .form-check input[type="radio"] { position: absolute; left: 3em; top: 0; z-index: -1; } fieldset .form-check label { display: inline-block; padding: 7px 15px; margin: 0 0 6px 0; position: relative; background: #3a817e; border: 1px solid #3a817e; color: #ffffff; font-weight: bold; cursor: pointer; width: 50% !important; max-width: 6em; font-size: 1.4em; } fieldset .form-check input[type="radio"]:checked + label { background: #ffa500; border: 1px solid #3a817e; } </style> <link href="https://cdnjs.cloudflare.com/ajax/libs/normalize/5.0.0/normalize.min.css" rel="stylesheet"/> <link href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.1.2/css/bootstrap.min.css" rel="stylesheet"/> <div class="container-fluid"> <p style="font-size: 40px; font-weight: 500;">Alt text decide-o-matic </p> <noscript>This application requires javascript. Please make sure javascript is enabled in your browser’s settings.</noscript> <form> <fieldset class="form-group" id="intro"> <legend>About this</legend> <p>This decision tree will help you understand how best to include text alternatives for image-based content.</p> <p>It is based on the <a href="https://www.w3.org/WAI/tutorials/images/decision-tree/">W3C’s alt text decision tree</a>.</p> <p>All errors are mine. Give feedback, tell me what’s broken, by leaving a comment here, <a href="https://mastodon.scot/@se_davidobrien" rel="noopener" target="_blank">or via Mastodon</a>.</p> <button class="btn btn-info" id="b">Start now</button> </fieldset> <fieldset class="form-group" id="q1"> <legend>Does the image contain text?</legend> <div class="form-check"> <input class="form-check-input" id="r1y" name="r1" type="radio" value="yes"/> <label class="form-check-label" for="r1y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r1n" name="r1" type="radio" value="no"/> <label class="form-check-label" for="r1n">No</label> </div> <button class="btn btn-info" id="b1">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q2"> <legend>Is the text also present as real text nearby?</legend> <div class="form-check"> <input class="form-check-input" id="r2y" name="r2" type="radio" value="0to249"/> <label class="form-check-label" for="r2y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r2n" name="r2" type="radio" value="Over250"/> <label class="form-check-label" for="r2n">No</label> </div> <button class="btn btn-info" id="b2">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q3"> <legend>Is the text  only shown for visual effects?</legend> <div class="form-check"> <input class="form-check-input" id="r3y" name="r3" type="radio" value="yes"/> <label class="form-check-label" for="r3y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r3n" name="r3" type="radio" value="no"/> <label class="form-check-label" for="r3n">No</label> </div> <button class="btn btn-info" id="b3">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q4"> <legend>Does the text have a specific function, for example as an icon?</legend> <div class="form-check"> <input class="form-check-input" id="r4y" name="r4" type="radio" value="yes"/> <label class="form-check-label" for="r4y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r4n" name="r4" type="radio" value="no"/> <label class="form-check-label" for="r4n">No</label> </div> <button class="btn btn-info" id="b4">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q5"> <legend>Is the text in the image not present otherwise?</legend> <div class="form-check"> <input class="form-check-input" id="r5y" name="r5" type="radio" value="lessThan45m"/> <label class="form-check-label" for="r5y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r5n" name="r5" type="radio" value="over45m"/> <label class="form-check-label" for="r5n">No</label> </div> <button class="btn btn-info" id="b5">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q6"> <legend>Is the image used in a link or a button, and would it be hard or impossible to understand what the link or the button does, if the image wasn’t there?</legend> <div class="form-check"> <input class="form-check-input" id="r6y" name="r6" type="radio" value="Retail"/> <label class="form-check-label" for="r6y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r6n" name="r6" type="radio" value="Nursery"/> <label class="form-check-label" for="r6n">No</label> </div> <button class="btn btn-info" id="b6">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q7"> <legend>Does the image contribute meaning to the current page or context?</legend> <div class="form-check"> <input class="form-check-input" id="r7y" name="r7" type="radio" value="over51k"/> <label class="form-check-label" for="r7y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r7n" name="r7" type="radio" value="under51k"/> <label class="form-check-label" for="r7n">No</label> </div> <button class="btn btn-info" id="b7">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q8"> <legend>Is the image a simple graphic or photograph?</legend> <div class="form-check"> <input class="form-check-input" id="r8y" name="r8" type="radio" value="yes"/> <label class="form-check-label" for="r8y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r8n" name="r8" type="radio" value="no"/> <label class="form-check-label" for="r8n">No</label> </div> <button class="btn btn-info" id="b8">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q9"> <legend>Is the image a a graph or complex piece of information?</legend> <div class="form-check"> <input class="form-check-input" id="r9y" name="r9" type="radio" value="yes"/> <label class="form-check-label" for="r9y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r9n" name="r9" type="radio" value="no"/> <label class="form-check-label" for="r9n">No</label> </div> <button class="btn btn-info" id="b9">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q10"> <legend>Does the image show content that is redundant to real text nearby?</legend> <div class="form-check"> <input class="form-check-input" id="r10y" name="r10" type="radio" value="yes"/> <label class="form-check-label" for="r10y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r10n" name="r10" type="radio" value="no"/> <label class="form-check-label" for="r10n">No</label> </div> <button class="btn btn-info" id="b10">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <fieldset class="form-group" id="q11"> <legend>Is the image purely decorative or not intended for the user?</legend> <div class="form-check"> <input class="form-check-input" id="r11y" name="r11" type="radio" value="yes"/> <label class="form-check-label" for="r11y">Yes</label> </div> <div class="form-check"> <input class="form-check-input" id="r11n" name="r11" type="radio" value="no"/> <label class="form-check-label" for="r11n">No</label> </div> <button class="btn btn-info" id="b11">Next</button> <p class="error">Please select either Yes or No, then click Next</p> </fieldset> <!-- Answers --> <fieldset class="form-group" id="a1"> <h2>Use alt=””</h2> <p>Use an empty alt attribute. See <a href="https://www.w3.org/WAI/tutorials/images/decorative/" rel="noopener" target="_blank">Decorative Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a2"> <h2>Communicate the function</h2> <p>Use the alt attribute to communicate the function of the image. See <a href="https://www.w3.org/WAI/tutorials/images/functional/" rel="noopener" target="_blank">Functional Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a3"> <h2>Include the text</h2> <p>Use the alt attribute to include the text of the image. See <a href="https://www.w3.org/WAI/tutorials/images/textual/#image-of-styled-text-with-decorative-effect" rel="noopener" target="_blank">Images of Text</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a4"> <h2>Communicate the destination of the link</h2> <p>Use the alt attribute to communicate the destination of the link or action taken. See <a href="https://www.w3.org/WAI/tutorials/images/functional/" rel="noopener" target="_blank">Functional Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a5"> <h2>Briefly describe the image</h2> <p>Use a brief description of the image in a way that conveys that meaning in the alt attribute. See <a href="https://www.w3.org/WAI/tutorials/images/informative/" rel="noopener" target="_blank">Informative Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a6"> <h2>Include the information elsewhere</h2> <p>Include the information contained in the image elsewhere on the page. See <a href="https://www.w3.org/WAI/tutorials/images/complex/" rel="noopener" target="_blank">Complex Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> <fieldset class="form-group" id="a7"> <h2>Use alt=””</h2> <p>Use an empty alt attribute. See (redundant) <a href="https://www.w3.org/WAI/tutorials/images/functional/#example-2-logo-image-within-link-text" rel="noopener" target="_blank">Functional Images</a>.</p> <button class="restart btn btn-info">Start over</button> </fieldset> </form> </div> <!-- partial --> <!-- MOLONGUI AUTHORSHIP PLUGIN 5.0.8 --> <!-- https://www.molongui.com/wordpress-plugin-post-authors --> <div class="molongui-clearfix"></div><div class="m-a-box" data-author-archived="" data-author-id="3" data-author-type="user" data-box-layout="slim" data-box-position="below" data-multiauthor="false"><div class="m-a-box-container"><div class="m-a-box-tab m-a-box-content m-a-box-profile" data-author-ref="user-3" data-profile-layout="layout-1" itemid="https://design.scotentblog.co.uk/author/davidobrien/" itemscope="" itemtype="https://schema.org/Person"><div class="m-a-box-content-top"></div><div class="m-a-box-content-middle"><div class="m-a-box-item m-a-box-avatar" data-source="local"><a class="m-a-box-avatar-url" href="https://mastodon.scot/@se_davidobrien"><img alt="" class="avatar avatar-150 photo lazy" data-sizes="100vw" data-src="https://i0.wp.com/design.scotentblog.co.uk/wp-content/uploads/2017/01/08304af.jpg?resize=150%2C150&amp;ssl=1" data-srcset="https://i0.wp.com/design.scotentblog.co.uk/wp-content/uploads/2017/01/08304af.jpg?w=398&amp;ssl=1 398w, https://i0.wp.com/design.scotentblog.co.uk/wp-content/uploads/2017/01/08304af.jpg?resize=150%2C150&amp;ssl=1 150w, https://i0.wp.com/design.scotentblog.co.uk/wp-content/uploads/2017/01/08304af.jpg?resize=300%2C300&amp;ssl=1 300w, https://i0.wp.com/design.scotentblog.co.uk/wp-content/uploads/2017/01/08304af.jpg?resize=100%2C100&amp;ssl=1 100w" decoding="async" height="150" src="data:image/svg+xml,%3Csvg%20xmlns='http://www.w3.org/2000/svg'%20viewBox='0%200%20150%20150'%3E%3C/svg%3E" width="150"/></a></div><div class="m-a-box-item m-a-box-data"><div class="m-a-box-name m-a-box-title"><h5 itemprop="name"><a class="m-a-box-name-url" href="https://design.scotentblog.co.uk/author/davidobrien/" itemprop="url"> David O'Brien</a></h5></div><div class="m-a-box-item m-a-box-meta"><a href="https://mastodon.scot/@se_davidobrien" target="_blank"><span class="m-a-box-string-web">Website</span></a> <span class="m-a-box-meta-divider">|</span>  <a class="m-a-box-data-toggle" href="https://design.scotentblog.co.uk/toolbox/alt-text-decide-o-matic/" rel="nofollow"><span class="m-a-box-string-more-posts">+ posts</span><span class="m-a-box-string-bio" style="display:none">Bio</span></a></div><div class="m-a-box-bio" itemprop="description"><p>I'm a service designer in Scottish Enterprise's unsurprisingly-named service design team. I've been a content designer, editor, UX designer and giant haystacks developer on the web for (gulp) over 25 years.</p></div><div class="m-a-box-related" data-related-layout="layout-1"><div class="m-a-box-item m-a-box-related-entries" style="display:none;"><ul><li><div class="m-a-box-related-entry" itemscope="" itemtype="http://schema.org/CreativeWork"><div class="molongui-display-none" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><div itemprop="name">David O'Brien</div><div itemprop="url">https://design.scotentblog.co.uk/author/davidobrien/</div></div><div class="m-a-box-related-entry-title"><i class="m-a-icon-doc"></i><a class="molongui-remove-underline" href="https://design.scotentblog.co.uk/good-services-scale-an-interactive-assessment/" itemprop="url"><span itemprop="headline">Good Services Scale: an interactive assessment</span></a></div></div></li><li><div class="m-a-box-related-entry" itemscope="" itemtype="http://schema.org/CreativeWork"><div class="molongui-display-none" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><div itemprop="name">David O'Brien</div><div itemprop="url">https://design.scotentblog.co.uk/author/davidobrien/</div></div><div class="m-a-box-related-entry-title"><i class="m-a-icon-doc"></i><a class="molongui-remove-underline" href="https://design.scotentblog.co.uk/making-our-account-managers-appy/" itemprop="url"><span itemprop="headline">Making our account managers appy</span></a></div></div></li><li><div class="m-a-box-related-entry" itemscope="" itemtype="http://schema.org/CreativeWork"><div class="molongui-display-none" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><div itemprop="name">David O'Brien</div><div itemprop="url">https://design.scotentblog.co.uk/author/davidobrien/</div></div><div class="m-a-box-related-entry-title"><i class="m-a-icon-doc"></i><a class="molongui-remove-underline" href="https://design.scotentblog.co.uk/show-your-stripes/" itemprop="url"><span itemprop="headline">Show your stripes</span></a></div></div></li><li><div class="m-a-box-related-entry" itemscope="" itemtype="http://schema.org/CreativeWork"><div class="molongui-display-none" itemprop="author" itemscope="" itemtype="http://schema.org/Person"><div itemprop="name">David O'Brien</div><div itemprop="url">https://design.scotentblog.co.uk/author/davidobrien/</div></div><div class="m-a-box-related-entry-title"><i class="m-a-icon-doc"></i><a class="molongui-remove-underline" href="https://design.scotentblog.co.uk/storyboards-for-service-design/" itemprop="url"><span itemprop="headline">Telling a story</span></a></div></div></li></ul></div></div></div></div><div class="m-a-box-content-bottom"></div></div></div></div><div class="sharedaddy sd-block sd-like jetpack-likes-widget-wrapper jetpack-likes-widget-unloaded" data-name="like-post-frame-180632043-2400-6792a557c5624" data-src="https://widgets.wp.com/likes/?ver=14.2.1#blog_id=180632043&amp;post_id=2400&amp;origin=design.scotentblog.co.uk&amp;obj_id=180632043-2400-6792a557c5624&amp;n=1" data-title="Like or Reblog" id="like-post-wrapper-180632043-2400-6792a557c5624"><h3 class="sd-title">Like this:</h3><div class="likes-widget-placeholder post-likes-widget-placeholder" style="height: 55px;"><span class="button"><span>Like</span></span> <span class="loading">Loading...</span></div><span class="sd-text-color"></span><a class="sd-link-color"></a></div>
design.scotentblog.co.uk
January 23, 2025 at 9:41 PM
Decision tree regression is added in Origin 2026 to predict a continuous response variable by recursively partitioning the input space into smaller regions.
www.originlab.com/fileExchange...
#originpro2026 #originpro #DataAnalysis #originlab #regression #machinelearning #decisiontree
February 27, 2026 at 2:45 PM
KI-Entscheidungsbaum von der Oregon State Universität

Mit diesem Leitfaden kann strukturiert geprüft werden, ob und wie KI verantwortungsbewusst in Lehr- und Arbeitsprozessen eingesetzt werden sollte.

#ki #kiundschule #decisiontree

aiadvisoryboards.wordpress.com/2024/06/17/a...
AI Decision Tree (Oregon State University Ecampus)
“This document is intended to help the Ecampus Course Development Team, as well as faculty and staff, use a principles-based approach in deciding if and how to incorporate artificial intellig…
aiadvisoryboards.wordpress.com
August 27, 2025 at 3:58 PM
What if AI didn’t just generate art but helped you refine your vision? Creativity thrives on iteration, but most tools don’t support it.

Let’s rethink AI’s role.

#AIForArtists #ArtEvolution #ThoughtLeadership #MidJourney #DecisionTree
January 29, 2025 at 8:04 PM
AI generates endless variations, but which one is best? Instead of random outputs, I fine-tuned contrast, lighting & composition using tracked iterations. See the process here:
🔗 https://platform.duai.io/?c=1342057368330043410-double-exposure
#AIForArtists #ArtEvolution #DecisionTree
March 18, 2025 at 8:32 AM
AI generates many versions, but refining shape, lighting, and form takes iteration. The challenge? Balancing realism and abstraction while keeping a 3D-like feel. See the refinement process:
🔗 https://platform.duai.io/?c=1351932515761258547-alien-cow-model
#AIForArtists #ArtEvolution #DecisionTree
March 23, 2025 at 1:37 PM
BTW - If you want to see how easy decision tree machine learning can be, check out my free on-demand crash course:

bit.ly/DecisionTree...

Learning how decision trees work makes it clear that it's all about the data.
👇
December 29, 2024 at 7:32 PM
The Next-Depth Lookahead Tree (NDLT) evaluates the immediate split and the quality of splits one level deeper, aiming for accuracy while staying interpretable. Read more: https://getnews.me/next-depth-lookahead-tree-enhances-decision-tree-splitting/ #decisiontree #machinelearning
September 20, 2025 at 6:21 AM
A new paper is out that proposes a #decision-support tool to select natural #resource #management interventions that prioritize co-benefits and minimize trade-offs. #Sustainability #SES #SocialEcological #DecisionTree #OpenAccess: https://conbio.onlinelibrary.wiley.com/doi/10.1111/conl.12677
November 22, 2024 at 4:56 PM
In art, every decision matters.
Without a way to map our creative paths, we lose sight of the bigger picture.

Why don’t AI tools help us visualize and refine the entire process?
#AIGenerated #ArtFrameworks #ThoughtLeadership #DecisionTree #DUAI
February 2, 2025 at 3:08 PM
AI-generated art is stunning, but how often do we stop to refine the results? Iteration is where true creativity happens. What’s your process for evolving a single idea into a cohesive style? Share your thoughts!

#MidJourney #DUAI #DecisionTree #GenerativeAI #DesignThinking
January 26, 2025 at 2:33 PM
By taking 2 free on-demand machine learning crash courses:

The 1st teaches you decision tree ML intuitively. No advanced math required: bit.ly/DecisionTree...

The 2nd builds teaches you ML fundamentals (e.g., tuning): bit.ly/TuningDecisi...

New to Python? No worries.

I will teach you.
December 30, 2024 at 11:14 PM
AI tools aren’t just generators—they’re mirrors of our creativity. But what if we could turn them into guides? A structured process could unlock their full potential. What do you think AI tools need to become true creative collaborators?
#MidJourney #DUAI #DecisionTree #GenerativeAI #DesignThinking
January 24, 2025 at 2:33 PM
Imagine an AI creative tool that doesn’t just spit out results but helps you refine them systematically into something uniquely yours. We’re not there yet, but we could be. What’s missing? A way to track, refine, and evolve our outputs.

#MidJourney #DUAI #DecisionTree #GenerativeAI #DesignThinking
January 19, 2025 at 11:25 AM
85%.

I thought DeMar DeRozan was the obvious next move.

Then the cap sheet changed my mind.

Summer 2027 may actually be Steph Curry’s best path to Ring No. 5.

📺 youtu.be/YTj2Ipm2ki4

#Warriors #DecisionTree 🌳
85% of the Warriors Cap Sheet Can’t Move, Why No DeRozan, Summer 2027 Rebuild for Steph Curry’s 5th
YouTube video by LetsGoWarriors
youtu.be
August 3, 2026 at 9:03 PM