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linanqiu avatar linanqiu commented on June 12, 2024

Yup just confirmed that this works with model matrix as well if we basically (ab)use multiclass leaf vectors and make each leaf node an indicator vector of observation indices lol.

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linanqiu avatar linanqiu commented on June 12, 2024

plottree.R has enough examples for me to get started on dumping the tree structure to exactly what treelite needs. Let me play with it.

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linanqiu avatar linanqiu commented on June 12, 2024

@theo-s @JasjeetSekhon I just realized that in order to fully implement doubleOOB, treelite's predict method would have to take in an additional "treesToExclude" vector (or "treesToInclude"). Otherwise it will take the average of all the trees by default. That requires changing the API significantly in treelite and possibly the tree compilation.

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