Table 7.

Respiratory RMSE using 5 and 10 years data.

Training Repetitions	RESPIRATORY LSTM RMSE 5 Years
	ALL	MC	ETC	CHE
1	4813.9	4731.2	4629.1	4690.1
2	4637.6	4817.0	4916.0	4783.7
3	4608.9	4720.7	4858.2	4853.7
4	4916.9	4818.8	4795.5	4718.4
5	4783.1	4663.6	4791.6	4822.4
mean	4752.1	4750.3	4798.1	4773.7
std	128.0	66.9	107.4	68.7
Training Repetitions	RESPIRATORY LSTM RMSE 10 years
	ALL	MC	ETC	CHE
1	3273.5	3015.2	3355.9	3046.1
2	3084.6	3130.4	3160.6	3596.6
3	3210.2	3131.0	3247.6	3326.3
4	3687.0	3007.9	3066.8	3931.4
5	3034.6	3038.8	3102.6	3638.3
mean	3258.0	3064.7	3186.7	3507.7
std	258.1	61.4	116.7	335.6