Store additional information at tree leaves for splitting & at forest attributes for tree replacement

[PSSF23]

• Store the # of samples seen at the leaf & split the leaf with gini impurity thresholds

Concerns: How do determine the splitting when only access to current batch?

• Store the overall accuracy of trees across different training batches, use it to find the weakest tree to replace

Concerns: bias towards the current sample batch