Out-of-bag predictions and evaluation3 years ago
Out-of-bag data | Out-of-bag predictions and error | Monitoring out-of-bag error | User-supplied out-of-bag evaluation functions | Specific instructions on user-supplied functions | Notes
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PD and ICE curves with ORSF3 years ago
Partial dependence (PD) | Classification | Regression | Survival | One variable, moving horizon | Multiple variables, jointly | Find interactions using PD | Individual conditional expectations (ICE) | Visualizing ICE curves | Limitations of PD | References
Tips to speed up computation3 years ago
Go faster | Don't specify a control | Use n_thread | Do less | Show progress | Don't wait. Estimate!
Introduction to aorsf3 years ago
Background | Oblique RFs for survival, classification, and regression | Interpretation | Variable importance | Partial dependence (PD) | Individual conditional expectations (ICE) | What about the original ORSF? | aorsf and other machine learning software | Learning more
Guide to table making6 years ago
Why this guide? | Make the table data | Make the table values | Make the table | Make an inline object | Access table data directly | convert table data into a hierarchical list. | Concatenate inline objects
Setting a default rounding specification6 years ago
Options hierarchy | Step 1 - Make your rounding specification | Step 2 - Modify specification names | Step 3 - Pass to options. | Step 4 - Revert!