Tag Archives: decision tree

Statistics with R for Business Analysts – Decision Tree

Hits: 29 (R Tutorials for Citizen Data Scientist) Statistics with R for Business Analysts – Decision Tree Decision tree is a graph to represent choices and their results in form of a tree. The nodes in the graph represent an event or choice and the edges of the graph represent the decision rules or conditions. …

Applied Machine Learning with Ensembles: Extra Trees Ensembles

Hits: 53 Applied Machine Learning with Ensembles: Extra Trees Ensembles Extra Trees Ensemble is a machine learning algorithm in Python that combines multiple decision tree models to create a strong model. It is a type of ensemble method, which is a technique that combines the predictions of multiple models to improve the performance. The Extra …

Applied Machine Learning with Ensembles: Bagging CART Ensembles

Hits: 94 Applied Machine Learning with Ensembles: Bagging CART Ensembles Bagging CART Ensemble is a machine learning algorithm in Python that combines multiple decision tree models to create a strong model. It is a type of ensemble method, which is a technique that combines the predictions of multiple models to improve the performance. The Bagging …

How to utilise classification and regression tree model in R

Hits: 130 How to utilise classification and regression tree model in R Classification and Regression Tree (CART) models are a popular method in the field of machine learning for both classification and regression tasks. In R, the “rpart” package is commonly used to build CART models. The first step in using a CART model is …

How to visualise Decision Tree Model – Multiclass Classification in Python

Hits: 431How to visualise Decision Tree Model – Multiclass Classification in Python A Decision Tree is a popular machine learning model that is used for both classification and regression tasks. It works by breaking down a dataset into smaller and smaller subsets, while at the same time an associated decision tree is incrementally developed. One …

How to classify “wine” using SKLEARN Bagging Ensemble models – Multiclass Classification in Python

Hits: 254How to classify “wine” using SKLEARN Bagging Ensemble models – Multiclass Classification in Python In machine learning, the task of classifying wine is known as multiclass classification, as there are multiple classes (or types) of wine that need to be identified. One popular approach to improve the performance of a classifier is to use …

How to classify “wine” using SKLEARN Decision Tree models – Multiclass Classification in Python

Hits: 838How to classify “wine” using SKLEARN Decision Tree models – Multiclass Classification in Python In machine learning, the task of classifying wine is known as multiclass classification, as there are multiple classes (or types) of wine that need to be identified. One popular approach to multiclass classification is to use Decision Tree models. A …