An Explainable Stacked Ensemble Model for Static Route-Free Estimation of Time of Arrival

Table 2

Related work that explains ensembles.

Reference	Tackled problem	Ensemble type	Model types	Feature sets	Explanation type
[17]	Regression	Stacked	Heterogeneous	Homogeneous	Global, post hoc
[18]	Classification	Same-level	Homogeneous	Homogeneous	Global, post hoc
[19]	Classification	Same-level	Homogeneous	Homogeneous	Global, post hoc
[20]	Classification and regression	Same-level	Homogeneous	Homogeneous	Global, post hoc
[21]	Classification and regression	Stacked	Heterogeneous	Heterogeneous	Local/global, post hoc
[22]	Classification	Same-level	Homogeneous	Homogeneous	Local, post hoc
[23]	Classification	Same-level	Homogeneous	Homogeneous	Global, post hoc
[24]	Classification	Same-level	Homogeneous	Homogeneous	Local, post hoc
[25]	Classification	Stacked	Heterogeneous	Homogeneous	Global, post hoc
[26]	Classification	Same-level	Homogeneous	Homogeneous	Local, post hoc
[27]	Classification	Stacked	Heterogeneous	Homogeneous	Local, post hoc