By default, Kraken runs several different algorithms based on the Metric selected for predictions. We use algorithms contained in the open source Python library, scikit-learn. The parameters that are used are scikit-learn's default values for each algorithm.

**Binary Classification Models:**

- Random Forest
- Logistic Regression
- XGBoost
- Nearest Neighbors Classification
- Support Vector Classification

**Regression Models:**

- Linear Regression
- Random Forest Regression
- XBG Regressor
- Nearest Neighbors Regressor
- Support Vector Regression
- Stochastic Gradient Descent Regression

**Multi-Class Classification Models:**

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