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

Table 8

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

BITCOIN_k_negative	Bitcoin buying points	Bitcoin assets range ($)	BITCOIN_k_positive	Bitcoin selling points	Bitcoin assets range ($)
11,12	46	[1117.15, 6960.06]	8,9,10,11,12	52	[1127.11, 34864.58]
10	47	[1102.19, 7181.45]	7	54	[1111.62, 33071.92]
9	48	[1118.53, 6994.15]	6	57	[1093.92, 31634.04]
8	51	[970.53, 6676.25]	5	62	[1081.70, 30123.10]
7	54	[1026.62, 6351.62]	4	73	[1064.18, 27314.72]
6	70	[1565.28, 8649.57]	3	103	[1068.01, 23883.65]
5	108	[2062.81, 11227.64]	2	155	[1026.62, 20596.88]
4	175	[2434.13, 12411.84]	1	239	[970.53, 18015.70]
3	336	[4101.21, 21453.82]
2	735	[6283.13, 32608.38]
1	1567	[7816.49, 34864.58]
SMA	46	[1226.95, 7127.42]	SMA	52	[1226.95, 7127.42]