Node_Tree_Agg: Median Aggregation Predictions.
In AndrewjSage/RFLOWESS: A robust approach to random forest regression

Method to get predictions from median-type aggregation methods used in paper by Roy & Larocque (2012)

1	Node_Tree_Agg(TrainNodes, TestNodes, Inbag, TRAINY)

`TrainNodes`	ntrain by ntree matrix containing terminal node numbers of each training case in each tree
`TestNodes`	ntest by ntree matrix containing terminal node numbers of each training case in each tree
`Inbag`	ntrain by ntree matrix telling number of times training case came up in bootstrap sample used to grow each tree
`TRAINY`	vector of training case response values

returns a list containing predictions using 1- mean within terminal nodes and median across trees 2- median within terminal nodes and median across trees 3- median within terminal nodes and mean across trees

AndrewjSage/RFLOWESS documentation built on May 26, 2019, 6:38 a.m.