Excited to attend my first PhD defence at TU Delft: Daniël Vos will be defending his thesis "Decision Tree Learning: Algorithms for Robust Prediction and Policy Optimization", containing work he did under supervision of Prof. Dr. Ir. R.L. Lagendijk and Dr. Ir. Sicco Verwer.

#AcademicMastodon #AcademicChatter #PhDLife #Delft #TUDelft #DelftUniversityOfTechnology #Dissertation #Defence #PhD #PhDDefence #DecisionTrees #Optimization #Optimisation #Algorithms #ExplainableAI #RobustOptimization #RobustAI #Defense #PhDDefense

Interesting post on #decisionTrees for #designSystems #components: https://www.linkedin.com/pulse/decision-trees-ui-components-vitaly-friedman-chgae/

They are a great way of helping folks pick the right component or #designToken.

Unlock the power of Decision Tree Splits! Dive into Gini Index calculations and master Python implementation. Learn how to optimize your machine learning models with step-by-step guides and practical examples. #DecisionTrees #MachineLearning #PythonCod

https://teguhteja.id/decision-tree-splits-mastering-gini-index-and-python-implementation/

Unlock the power of Decision Tree Hyperparameter Tuning! Learn to optimize your models using GridSearchCV. Boost accuracy and prevent overfitting. #MachineLearning #DecisionTrees #Optimization

https://teguhteja.id/decision-tree-hyperparameter-tuning-optimizing-machine-learning-models/

“How To Use A Decision Table Methodology To Analyze Complex Conditional Actions Requirements In Software Development” [2004], D Robert Baker (https://www.methodsandtools.com/archive/archive.php?id=39).

Via HN: https://news.ycombinator.com/item?id=38821708

#DecisionTables #DecisionTrees #Programming

One question for the #MachineLearning people: what approach do you use to determine if a decision trees or a random forest approach should work better? Do you simply try both approaches and use whatever seems to work better?

According to what I read, decision trees are more prone to overfitting, while random forest is a more complex approach. Which means little to me 😅

#ml #DecisionTrees #RandomForest #Overfitting

Ever wondered how #DecisionTrees and #RandomForests 🌳🌳 are related? Here is a quick #tutorial that compares both methods in terms of #classification and #regression ✌️

🌎 https://www.fabriziomusacchio.com/blog/2023-06-22-_decision_trees_vs_random_forests/

#DecisionTree #RandomForest #MachineLearning

@Liesbeth_Smit #Communication #DecisionTrees In #Dutch, (but worth learning Dutch for): @Poldermanie

I kinda went on a rant: https://open.substack.com/pub/paninid/p/organizational-information-gain?r=4hxgy&utm_medium=ios&utm_campaign=post

#informationgain #decisiontrees #values #priorities #systemsthinking #productmanagement #strategy #CX #UX #masspersonalization #GenerativeAI #collaboration #platform #networkeffects #SaaS #communication #socialmedia #customersuccess #processoptimization #employeeengagement #servicedesign #LLMs #cashflow #psychologicalsafety #emotionalintelligence #ambiguity #productmarketfit #backpropagation #machineaugmented #digitaltransformation

Hey friends in #networkscience #machinelearning #datascience - does someone have code for a configuration model for tree #graphs, tree #networks, or #decisiontrees? I don't want to reinvent the wheel if it's already out there #netsci #ml

On Monday Nov 21st, we'll have another R-ladies book club session 🤗 We will discuss decision trees and bagging 🌲👜 Chapters 9&10 from Hands-on Machine Learning with R.

Want to join us? More info here 👇
https://meetu.ps/e/LCRQs/vb6QR/i

#rstats #rladies #bookclub #RLadiesDenBosch #RLadiesUtrecht #DecisionTrees #bagging #MachineLearning #HandsOnMachineLearningWithR