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 |
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