. 2020 Jun 19;20(12):3463. doi: 10.3390/s20123463

Table 6.

Results of rank pooling fused with max and average pooling: leave-one-subject-out cross validation.

Composite Activity Recognition Results: Pooling Techniques Combined
Pooling Technique	Average F1	Accuracy	Weighted F1
$R a n k P o o l i n g$	61.00	64.49	62.77
$R P_{F w d R e v}$	59.29	63.18	61.00
$R P_{H e l l i n g e r}$	62.91	65.94	64.65
$R P_{H e l l i n g e r_F w d R e v}$	59.16	62.47	60.98
$R P_{P o w e r}$	64.67	68.54	66.51
$R P_{P o w e r_F w d R e v}$	64.39	68.65	66.24
$R P_{H e l l i n g e r_P o w e r}$	62.48	65.42	64.43
$R P_{H e l l i n g e r F w d R e v_P o w e r F w d R e v}$	62.34	65.24	64.12