Christopher A. Rotunno
•Feb 8, 2025
Both entropy and Gini impurity measure how mixed a node is in a decision tree — but they differ in computation, behavior, and when each makes sense to use.
Posts tagged with #entropy
A collection of blog posts about entropy
#python #scikit learn #statistics #machine learning #data science #r #fred #regression #classification #music industry #streaming #oil #macroeconomics #hyperparameter tuning #cross validation #exploratory data analysis #simulation #data analysis #entertainment business #inflation #gas prices #market analysis #energy #crisp dm #methodology #business analytics #decision trees #entropy #gini impurity #lasso #ridge #regularization #linear regression #titanic #random forest #logistic regression #feature engineering #grid search #randomized search #federal reserve #economics #interest rates #monetary policy #iris dataset #random numbers #leadership #emotional intelligence #self awareness #management #soft skills #kroger #retail analytics #data strategy #customer data #business intelligence #ggplot2 #visualization #random sampling #beginner #data manipulation #winsorizing #outliers #data cleaning #chartmetric #trends #revenue streams #royalties #publishing #live performance #music #revenue #live music #ticketing #live nation #taylor swift #arts education #creative economy #data trends #youtube #content creation #business philosophy #preparedness #systems thinking #career #supervised learning #interaction effects #main effects #anova #statsmodels