Lmst

This series of videos on machine learning algorithms (Lab a through Lab d, so far) by Courage Kamusoko are the best explanations I've seen yet. How the models actually work, their strengths and weaknesses, what you are actually solving for when you tune the hyperparameters, and examples in Python. https://www.youtube.com/@couragekamusoko5689/videos
#SVM #KNN #DecisionTree #RandomForest

Aste honetan, erabakitze-zuhaitzekin (?¿) hasiko gara ikaskuntza automatikoan 😍 , ea zenbat ikasle geratzen diren datorren astean 😆 #decisiontree #machinelearning #python

it takes a few days to understand and a few hours to write the code!
FYI: yes, i've time to spare!
#pharmacoeconomics #decisiontree #python

https://github.com/mirsadra/Pharmacoeconomics-Decision-Tree

Uhm... if I get a decision tree like the one shown in the picture, does it mean that I only need the columns shown in the tree for training and validation, right? I would only need the columns 2 and 3 (x[2], x[3]), isn't it? Or am I missing something else?

#Sklearn #MachineLearning #ML #DecisionTree

Stuck on how to update your team? Use a decision tree for clarity & efficiency in any project management tool!
My latest blog post shows you how: https://site.robaone.com/blog/wrike-decision-tree
#projectmanagement #productivity #collaboration #decisiontree #teamwork

Machine Learning – Regression Cheat Sheet | How To Perform Regression

Learn about machine learning regression algorithms, tools, & tips #xgboost #randomforest #decisiontree #svm #glm #gbm. source

https://quadexcel.com/wp/machine-learning-regression-cheat-sheet-how-to-perform-regression/

@Revival67
Leuke #beslisboom 😊
Nice #decisiontree 👍🏻

Chess decision tree (source unknown).

Unsurprising as you likely only have those planning-ahead skills in contractors (ie, not in the cheapest-vendor-the-insurance-company-has-approved)
#decisiontree

Illustration of a chess move with all the possible moves diagrammed out

@djvanness

https://mastodon.social/@bahome/110681392515517932 #DecisionTree

I went for a deeper dive this time looking at building a decision tree... it ended up with:

Post 1 - data collection from ChEMBL database using web resource client (https://jhylin.github.io/Data_in_life_blog/posts/16_ML2-1_Decision_tree/1_data_col_prep.html)

Post 2 - more data preprocessing and transformation (https://jhylin.github.io/Data_in_life_blog/posts/16_ML2-1_Decision_tree/2_data_prep_tran.html)

Post 3 - building decision tree model using scikit-learn & estimating experimental errors (https://jhylin.github.io/Data_in_life_blog/posts/16_ML2-1_Decision_tree/3_model_build.html)

#ml #decisiontree #scikitlearn #pandas #rdkit #datamol #cheminformatics #seaborn #graphviz #dtreeviz #python

#KNIME offers the most complete range of advanced analytic techniques and allows users to dive deeper into their data. For example, increase the robustness of #decisiontree models with #randomforest algorithms.

In this blog, we explore decision trees and how you can improve their predictions. Read now to learn tips and tricks on using this technique and applying it without code. https://bit.ly/45PczEc

#KNIMEtips #datascience

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

#DecisionTree

A detailed report on the methodologies in this paper on the #decisiontree classifiers for mapping #forestcover & change was also published by Trix Estomata in 2018: https://bit.ly/Estomata_2018

Mari Trix Estomata & Klaus Schmitt (2019) used #decisiontree classification & unbiased area estimation to map #forestcover extent & change in the #Philippines using #ALOS #PALSAR mosaic data in support of #REDD+ initiatives. #LoLManuscriptMonday http://bit.ly/Estomata_2019

Cheers to Estomata & Schmitt’s affiliation & supporting organizations for this #LoLManuscriptMonday feature: GIZ Philippines, the K&C Initiative of JAXA & the Forest Management Bureau of DENR Philippines #EOChat #GISChat 🛰️🌳🥳