Algorithm

<< Click to Display Table of Contents >>

Algorithm

Previous pageReturn to chapter overviewNext page

Algorithm refers to Y-AI's plug-in operators, including five types of operators such as classification, association rules, regression, clustering and time series analysis. Among them, classification includes three classification algorithms: Decision Tree Multi-classifier,Decision Tree Bi-classifier and Logistic Regression; Association Rules have built-in FP-Growth algorithms; regression includes Decision Tree Regression and Linear Regression two regression algorithms; cluster is built-in Kmeans clustering algorithm is used; Holt-Winters algorithm is built-in for time series analysis.

You can learn more in the following chapters.

Logistic Regression

Decision Tree Bi-classifier

Decision Tree Multi-classifier

Linear Regression

Decision Tree Regression

K-Means

FP-Growth

Holt-Winters