110532: The Upper Bound value must be greater than the Lower Bound value in <value>.

Description

The Lower Bound value is equal to or greater than the Upper Bound value for a hyperparameter in the value table.

Solution

Provide an Upper Bound value that is greater than the Lower Bound value for each hyperparameter in the value table.

LabelNameRange

Number of Trees

number_of_trees

An integer value greater than 1.

Maximum Tree Depth

maximum_depth

An integer value greater than or equal to 0.

Minimum Leaf Size

minimum_leaf_size

An integer value greater than 1.

Data Available per Tree (%)

sample_size

An integer value greater than 0 and less than or equal to 100.

Number of Randomly Sampled Variables

random_variables

An integer value less than or equal to the number of explanatory variables. This includes the explanatory variables from fields, distance features, and rasters.

Learning Rate (Eta)

eta

A double value greater than 0 and less than or equal to 1.

L2 Regularization (Lambda)

reg_lambda

A double value greater than or equal to 0.

Minimum Loss Reduction for Splits (Gamma)

gamma

A double value greater than or equal to 0.

Maximum Number of Bins for Searching Splits

max_bins

An integer value greater than 1 or equal to 0. A value of 0 means the model will create a candidate split at every data point.

The range of valid values for each hyperparameter.