#randomforests — Public Fediverse posts

Here is an example of using #RandomForests 🌳🌳 for #PixelClassification 🖼️ in #Python 🐍, using @napari for labeling ✍️

🌎 https://www.fabriziomusacchio.com/blog/2023-06-23-_random_forests_pixel_classifier/

#RandomForest #Napari #MachineLearning #ImageProcessing #Bioimage #BioimageAnalysis

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

@askans

In my opinion, #R is very suitable for #MachineLearning. With R, machine learning can be easily integrated into usual #rstats data analysis workflows. #RPackages provide access to virtually all relevant machine learning algorithms like #NeuralNetworks, Support Vector machines (#SVM), #RandomForests, Extreme Gradient Boosting (#XGBoost), #WEKA algorithms, etc.

Does anyone of the @rstats group have further recommendations?

See reply for sources: 4 books on machine learning.