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Generalizability Path Example: Characterizing Underrepresented Populations4 hours ago
Overview | The diabetes_data Dataset | How the data were generated | Checking Covariate Overlap | Fitting ROOT in Generalizability Mode | Inspecting the Results | Print summary | Detailed summary | Terminal node rules | Visualizing the Characterization Tree | Interpreting the Output | How well does the summary tree describe the ensemble rule? | Checking the estimates against the truth | Key Parameters | Reference
Optimization Path Example: Portfolio Selection via Variance Minimization1 days ago
Overview | Problem Setup | Why portfolio selection? | A globally coupled objective | Simulating the Data | The objective function | Distribution of asset risk | Fitting ROOT | Inspecting the Results | Print summary | Detailed summary | Visualizing the Characterized Tree | Examining the Weights | Visualizing the inclusion decision | The Default Objective | Using Other Custom Objectives | Key Parameters | Reference
Quickstart Guide to ROOT1 days ago
Installation | What is ROOT? | Basic usage | Inspecting results | Next steps