Table 6.

The framework of teenagers’ physical fitness evaluation models.

Model Framework for Boys			Model Framework for Girls
Layer Type	Output Shape	Parameters	Layer Type	Output Shape	Parameters
Conv1D	(None, 4, 64)	192	Conv1D	(None, 4, 64)	192
ReLU	(None, 4, 64)	0	ReLU	(None, 4, 64)	0
Conv1D	(None, 2, 64)	12352	Conv1D	(None, 2, 64)	12352
Conv1D	(None, 1, 64)	4160	Conv1D	(None, 1, 64)	4160
Batch normalization	(None, 1, 64)	256	Batch normalization	(None, 1, 64)	256
Dropout	(None, 1, 64)	0	Dropout	(None, 1, 64)	0
Conv1D	(None, 1, 32)	2080	Conv1D	(None, 1, 64)	4160
Conv1D	(None, 1, 32)	1056	Conv1D	(None, 1, 64)	4160
Batch normalization	(None, 1, 32)	128	Batch normalization	(None, 1, 64)	256
LSTM	(None, 1, 32)	8320	LSTM	(None, 1, 64)	33024
LSTM	(None, 32)	8320	LSTM	(None, 32)	12416
Dense	(None, 4)	132	Dropout	(None, 32)	0
			Dense	(None, 4)	132