Package smile.model

package smile.model

Generic model interface and base classes that may be used for both classification and regression.

Related Packages

Package	Description
smile.model.cart	Classification and regression tree base package.
smile.model.mlp	Multilayer perceptron neural network base package.
smile.model.rbf	RBF network base package.
smile.model.svm	Support vector machine base package.

Class	Description
AnomalyModel	The anomaly detection model.
ClassificationModel	The classification model.
ClusteringModel	The centroid-based clustering model.
Explanations	Model prediction explanations.
Model	Generic model interface.
Prediction	The model prediction containing the predicted output value, optional class probability estimates for soft classification models, optional cluster/prototype centroid coordinates for clustering and vector quantization models, optional quantization error, optional anomaly score, and optional explanations.
ProbabilitySerializer	Custom Jackson 3 serializer for probability values.
RegressionModel	The regression model.
ShapSerializer	Custom Jackson 3 serializer for SHAP explanation values.
VectorQuantizerModel	The vector quantization model.