#decisiontree
RAG com abordagem baseada em árvore de decisão ao invés de base de dados vetorial.

PageIndex: github.com/VectifyAI/Pa...

#RAG #decisiontree #vectordb #AI #IA
GitHub - VectifyAI/PageIndex: 📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG - VectifyAI/PageIndex
github.com
October 9, 2026 at 6:00 PM
Choreo DecisionTree: Comprehensive Walkthrough by Code Shoily https://notes.club/code-shoily/choreo/livebooks/guides/decision_tree_walkthrough #ElixirLang
September 4, 2026 at 5:00 PM
March 28, 2025 at 9:54 PM
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
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
Choreo DecisionTree: Comprehensive Walkthrough by Code Shoily https://notes.club/code-shoily/choreo/livebooks/guides/decision_tree_walkthrough #ElixirLang
June 17, 2026 at 5:00 PM
August 13, 2025 at 12:00 AM
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
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
Decisiontree for #hospice relatedness regarding interventions and remember to pay the Medicare allowable price if covered. #hapc24
March 21, 2024 at 9:01 PM
📦 dnadesign/silverstripe-elemental-decisiontree 3.2.1

Element displaying information in regards to answers given to questions

🔗 https://github.com/dnadesign/silverstripe-elemental-decisiontree
April 10, 2026 at 1:25 AM
📦 dnadesign/silverstripe-elemental-decisiontree 2.2.6

Element displaying information in regards to answers given to questions

🔗 https://github.com/dnadesign/silverstripe-elemental-decisiontree
April 10, 2026 at 1:25 AM
📦 silverstripeltd/silverstripe-elemental-decisiontree-json 2.0.0

Adds PHP functions to the block to output the entire tree data as JSON format.

🔗 https://github.com/silverstripeltd/silverstripe-elemental-decisiontree-json
December 9, 2025 at 1:53 AM
📦 dnadesign/silverstripe-elemental-decisiontree 2.3.0

Element displaying information in regards to answers given to questions

🔗 https://github.com/dnadesign/silverstripe-elemental-decisiontree
December 8, 2025 at 9:59 PM
⚡ 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
Decision Trees explained in one page http://t.co/4OlcRGOyGO #analytics #AI #bigdata #datamining #decisiontree #machine #learning #onepage
November 25, 2024 at 8:51 AM
Decision Trees explained in one page http://t.co/VFs3GGLTcZ #analytics #AI #bigdata #datamining #decisiontree #machine #learning #onepage
November 25, 2024 at 8:51 AM
Post 3 - building decision tree model using scikit-learn & estimating experimental errors (jhylin.github.io/Data_in_life...)

#ml #decisiontree #scikitlearn #pandas #rdkit #datamol #cheminformatics #seaborn #graphviz #dtreeviz #python (still unsure if hashtags are used in bsky but using it anyway)
Home - Decision tree
jhylin.github.io
September 20, 2023 at 1:52 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
The key to life is knowing what rules to break.
#DecisionTree #Illegal or #Unethical
July 19, 2025 at 2:43 AM
85%.

That number changed my Warriors offseason conclusion.

Instead of DeMar DeRozan, preserving flexibility for Summer 2027 may give Steph Curry a better shot at Ring No. 5.

I wrote about why:

📝 www.letsgowarriors.com/p/85-percent...

#Warriors #DecisionTree 🌳 #DubNation
The 85% Problem Facing the Warriors
Why “running it back” may have been the only realistic path — and why Summer 2027 still matters.
www.letsgowarriors.com
August 8, 2026 at 9:21 PM
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