supervised learning

¹ Tree-based Learning

#Classification #Supervised Learning #Statistical Learning #Basics #Decision Tree

Tree-based learning

¹ Linear Methods

#Classification #Supervised Learning #Statistical Learning #Basics #Linear Models

linear methods

² Decision Tree

#Decision Tree #Supervised Learning #Statistical Learning #Basics

In this article, we will explain how decision trees work and build a tree by hand. The code used in …

³ Logistic Regression

#Unsupervised Learning #Statistical Learning #Basics #Linear Models #Supervised Learning #Classification

logistics regression is a simple model for classification

³ Random Forest

#Decision Tree #Ensemble #Supervised Learning #Statistical Learning #Basics

random forest in machine learning

Hierarchical Classification

#machine learning #supervised learning #classification #multilabel #multiclass

Hierarchical Classification Problem Hierarchical classification labels involves hierarchical class …

Classifier Chains for Multilabel Classification

#machine learning #supervised learning #classification #multilabel

Classifier chains is a method to predict hierarchical class labels