Coordinate Descent

This class defines a new object for the greedy optimizer. The optimizer just calculates for each base-learner the sum of squared errors and returns the base-learner with the smallest SSE.

Format

S4 object.

Usage

OptimizerCoordinateDescent$new()

Details

This class is a wrapper around the pure C++ implementation. To see the functionality of the C++ class visit https://schalkdaniel.github.io/compboost/cpp_man/html/classoptimizer_1_1_greedy_optimizer.html.

Examples

# Define optimizer:
optimizer = OptimizerCoordinateDescent$new()