Classification

¹ Tree-based Learning

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

Tree-based learning

¹ Naive Bayes

#Machine Learning #Classification #Bayesian

Naive Bayes

¹ Confusion Matrix (Contingency Table)

#Statistical Learning #Basics #Learning Metrics #Classification

Confusion Matrix It is much easier to understand the confusion matrix if we use a binary …

¹ Linear Methods

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

linear methods

¹² Classification

#Machine Learning #Classification

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