The Bootstrap Forest Report

After you click OK in the Bootstrap Forest Specification window, a window appears that informs you of approximately how long it will take JMP to fit the model. If the approximated time is too long, you have the option to view the current model by selecting Accept Current Model. The Bootstrap Forest report appears after the complete model is fit or after the current model is accepted.

Figure 5.9 Accept Current Model Dialog 

Figure 5.10 Bootstrap Forest Report for a Categorical Response 

Figure 5.11 Bootstrap Forest Report for a Continuous Response 

The following reports are provided, depending on whether the response is categorical or continuous:

• Model Validation-Set Summaries

• Specifications

• Overall Statistics

• Cumulative Validation

• Per-Tree Summaries