Portfolio Optimization Model for Gold and Bitcoin Based on Weighted Unidirectional Dual-Layer LSTM Model and SMA-Slope Strategy

Table 7

Number of buying and selling points for gold and corresponding asset values at different slopes.

GOLD_k_negative	Gold buying points	Gold assets range ($)	GOLD_k_positive	Gold selling points	Gold assets range ($)
10,11,12	31	[2.58, 5473.44]	10,11,12	37	[863.20, 5304.65]
9	31	[2.61, 5497.88]	9	40	[894.96, 5497.88]
7,8	31	[2.58, 5473.44]	8	40	[894.96, 5371.01]
6	33	[1.92, 3979.27]	7	45	[905.68, 5473.44]
5	36	[1.78, 3664.29]	6	67	[553.25, 3264.70]
4	45	[1.32, 1487.55]	5	99	[349.40, 1990.88]
3	63	[1.34, 1042.88]	4	156	[173.06, 1056.99]
2	98	[1.20, 960.06]	3	298	[33.91, 138.46]
			2	576	[1.20, 4.04]
SMA	31	[2.61, 5473.44]	SMA	37	[877.41, 5181.83]