Predicting later categories of upper limb activity from earlier clinical assessments following stroke: an exploratory analysis

Table 2 Model names and specifications of the six ensemble models

Model	# Trees	Predictors Included in Input Data Set			# Predictors considered at each node (m =)^*
Model	# Trees	UL clinical measures	Non-motor clinical measures	Demographics	# Predictors considered at each node (m =)^*
Small bagged	2000	✔	✗	✗	3
Small random forest	2000	✔	✗	✗	√3 = 2
Medium bagged	2000	✔	✔	✗	7
Medium random forest	2000	✔	✔	✗	√7 = 3
Large bagged	2000	✔	✔	✔	17
Large random forest	2000	✔	✔	✔	√17 = 4

ISSN: 1743-0003