Decision Trees, Random Forests & Gradient Boosting in R
Predictive models with machine learning wit Rstudio´s ROCR, XGBoost, rparty. Bonus: Neural Networks for Credit Scoring
4.46 (50 reviews)
16,900
students
6 hours
content
Jul 2023
last update
$64.99
regular price
What you will learn
The algorithm behind recursive partitioning decision trees
Construct conditional inference decision trees with R`s ctree function
Construct recursive partitioning decision trees with R`s rpart function
Learn to estimate Gini´s impurity
Construct ROC and estimate AUC
Random Forests with R´s randomForest package
Gradient Boosting with R´s XGBoost package
Deal with missing data
Screenshots
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udemy ID
3/12/2021
course created date
3/25/2021
course indexed date
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