Discover and read the best of Twitter Threads about #randomforest

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H2O new release! 🚀🚀🚀

This week, H2O had a major release of their ML open-source library for #R and #Python, introducing two new algorithms, improvements, and bug fixing. ❤️👇🏼 🧵

#MachineLearning #ML #DeepLearning #rstats #DataScience #DataScientists
New algorithm (1/2):
✨ Distributed Uplift Random Forest (Uplift DRF) - The Uplift DRF is a tree-based algorithm that uses a Random Forecast classifier to estimate a treatment's incremental impact. See demo on the notebook ⬇️
github.com/h2oai/h2o-3/bl…
#randomforest #ML #UpLift
New algorithm (2/2):
✨ Infogram & Admissible Machine Learning - is a new tool for machine learning interpretability. More details are available on the algorithm doc ⬇️
h2o.ai/blog/h2o-relea…
#machinelearning #ML
Read 5 tweets
#JSM2021 panel led by @minebocek on upskilling for a statistician -- how to learn??
@minebocek #JSM2021 @hglanz no shortage of stuff to learn. First identify what you don't know -- that comes from modern media (blogs, twitter, podcasts; groups, communities -- @RLadiesGlobal or local chapters; professional organizations -- @amstatnews ).
@minebocek @hglanz @RLadiesGlobal @AmstatNews #JSM2021 @hglanz What do the job postings require these days? (This is how the content for the @CalPoly stat/data science program was developed.)
Read 64 tweets
Just published the first chapter of my PhD on remote fossil site detection using satellite images & #unsupervisedlearning in @GorongosaPark with my supervisors @paleobob @carvalhoprimate

It is #openaccess at peerj.com/articles/11573/

@primobevolab @oxford_anthro @PeerJLife 1/n
The paper starts by exploring the spatial and temporal gaps of the #primate & #hominid fossil record of Africa in the late #Miocene. @GorongosaPark in #Mozambique is shown to be a strategic location, with great potential to fill some major gaps in #paleoanthropology 2/n
We also discuss the difficulties of surveying for new paleontological localities, specially within modern forests/woodlands as in #Gorongosa, since dense vegetation cover reduces visibility (i.e. finding clues in topography and landscape). 3/n
Read 8 tweets
1. Salut les copains

Aujourd'hui on va parler d'un modèle tellement important dans le Machine Learning - Les arbres binaires !

On va voir comment ils sont construits et on va voir également une interprétation géométrique

#datascience #ia #MachineLearning
2. Pour commencer, les arbres binaires sont vieux comme le Machine Learning

C'est un type de modèle qui a constamment évolué, et qui est à la base de modèles phare du moment

Comme les #RandomForest, les #GradientBoosting comme #AdaBoost, #CatBoost, #XGBoost, ...
3. Promis, on verra chacun de ces modèles dans le détail dans des messages dédiés
Read 37 tweets

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