Algorithms

A set of Algorithms available in the form of operators within B2Metric ML Studio AutoML solution.

Algorithm	Category	Sub category	Tuning Type
Linear Regression	Regression	Linear	Batch & Incremental
Logistic Regression	Classification	Linear	Batch & Incremental
Lasso Regression	Regression	Linear	Batch
Lasso	Regression	Linear	Batch
Lasso	Classification	Linear	Batch & Incremental
Elastic Regression	Regression	Linear	Batch
Elastic Network	Classification	Linear	Batch & Incremental
Elastic Network	Regression	Linear	Incremental
XGBoost	Regression & Classification	Linear	Incremental
LightGBM	Regression & Classification	Linear	Incremental
LightGBML1	Regression	Linear	Incremental
ANN	Regression	Linear	Incremental
ANN	Classification	Linear	Batch
XGBoosted Random Forest	Regression & Classification	Linear	Incremental
SVM Regressor	Regression	Linear	Incremental
Linear SVM	Classification	Linear	Batch
Nu SVM	Classification	Linear	Batch
ANN Classifier	Classification	Linear	Batch