12.2 ML Model Data Entity Properties

The Properties tab of the Add Data Entity wizard provides data mining options that you can use to define the ML Model data entity.

This topic assumes prior knowledge of Oracle Machine Learning concepts such as data mining functions and algorithms. For more information, see Oracle Machine Learning for SQL API Guide.

Type of Learning	Function	Algorithm
Supervised	Classification	Decision Tree
		Explicit Semantic Analysis
		Generalized Linear Models
		Naive Bayes
		Random Forest
		Neural Network
		Support Vector Machines
	Regression	Generalized Linear Models
		Neural Network
		Support Vector Machines
	Time Series	Exponential Smoothing
	Attribute Importance	Minimum Description Length
Unsupervised	Association	Apriori
	Attribute Importance	CUR matrix decomposition
	Anomaly Detection	One Class Support Vector Machines
	Clustering	Expectation Maximization
		k-Means
		Orthogonal Partitioning Clustering
	Feature Extraction	Explicit Semantic Analysis
		Non-Negative Matrix Factorization
		Singular Value Decomposition