Random Forests

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In this video, we explore interpretability in classification trees take a look at large trees using the Pythagorean Tree viewer. We introduce random forests, compare their performance to single trees through cross-validation, and discuss the trade-off between accuracy and interpretability in complex models.

#machinelearning #orange #visualanalytics #datamining
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Presented by: Noah Novšak
Production and edit: Lara Zupan
Intro/outro: Agnieszka Rovšnik
Music by: Damjan Jović – Dravlje Rec

Orange Data Mining

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Is there an additional orange package for processing spatial data? if there is, how do I install it? can machine learning models from orange be run in python-spatial, for example random forest regression? thanks.

nurdinsulistyono-tba

Great job! Where can I find the interpretation of random forest video?

MrFischvogel

I'm not finding most widgets that appear in the videos, such as Text Preprocessing, Corpus, etc
Do you know de answer for this ? :)

ismaeldeusmarques

which softwear is used during the vide0?

BhaumikSolanki-spnz

I am facing a little difficulty while using the prediction widget. It is showing that the target variable is not in domain. Although i checked my data and i found out that the data is alright. kindly help me in solving my issue. how can i contact you? i tried with a different data also (the heart disease data), it also showed thae the same error.

travellingengineer

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