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Table 7 CNN output for twenty different randomly selected features

From: A novel multi-source information-fusion predictive framework based on deep neural networks for accuracy enhancement in stock market prediction

S/N No. of Features Selected Feature Acc.
1 62 [24, 9, 23, 54, 43, 48, 31, 35, 65, 13, 1, 46, 49, 47, 42, 6, 58, 29, 36, 14, 45, 38, 64, 34, 21, 41, 3, 32, 20, 19, 59, 44, 25, 4, 26, 50, 63, 2, 61, 30, 27, 57, 10, 55, 39, 12, 7, 62, 51, 16, 11, 0, 18, 5, 53, 28, 60, 15, 8, 37, 33, 52] 0.8875
2 56 [63, 13, 47, 5, 54, 40, 48, 44, 58, 53, 18, 22, 34, 41, 24, 45, 3, 52, 46, 62, 4, 29, 19, 8, 28, 9, 42, 10, 7, 50, 6, 2, 61, 12, 37, 39, 21, 30, 51, 26, 16, 20, 43, 35, 31, 15, 23, 36, 64, 56, 32, 17, 25, 55, 0, 27] 0.8619
3 43 [27, 44, 64, 15, 60, 53, 11, 13, 46, 22, 54, 32, 41, 56, 23, 59, 36, 24, 55, 26, 62, 31, 6, 16, 12, 43, 33, 7, 45, 50, 63, 28, 29, 14, 61, 49, 19, 48, 17, 30, 18, 5, 34] 0.84493
4 61 [33, 31, 35, 64, 54, 14, 32, 44, 36, 58, 45, 34, 57, 65, 9, 29, 37, 0, 7, 24, 59, 49, 10, 23, 26, 56, 11, 42, 48, 4, 18, 39, 51, 40, 13, 20, 50, 63, 17, 6, 38, 47, 28, 53, 15, 1, 43, 60, 22, 21, 62, 30, 27, 46, 5, 8, 3, 55, 41, 52, 16] 0.8430
5 38 [62, 27, 53, 21, 26, 35, 2, 43, 49, 31, 59, 40, 57, 47, 38, 33, 46, 48, 44, 54, 3, 34, 39, 10, 61, 19, 36, 24, 8, 17, 55, 60, 58, 52, 56, 64, 13, 22] 0.8399
6 39 [14, 46, 44, 41, 65, 13, 56, 10, 23, 47, 25, 42, 58, 59, 36, 6, 22, 29, 61, 33, 51, 2, 52, 55, 21, 53, 7, 40, 34, 19, 20, 45, 1, 5, 49, 50, 4, 30, 26] 0.8338
7 36 [60, 26, 35, 64, 20, 30, 42, 8, 37, 15, 49, 54, 61, 32, 13, 41, 53, 3, 18, 57, 38, 39, 29, 9, 1, 36, 23, 45, 48, 51, 31, 33, 17, 12, 55, 11] 0.8320
8 56 [24, 38, 39, 40, 27, 50, 47, 29, 52, 53, 1, 4, 34, 6, 46, 59, 18, 37, 61, 11, 0, 26, 57, 19, 5, 43, 25, 9, 58, 7, 62, 15, 21, 33, 31, 45, 41, 36, 44, 3, 10, 51, 48, 65, 49, 64, 30, 16, 8, 35, 32, 12, 17, 13, 55, 23] 0.8309
9 50 [38, 1, 7, 2, 44, 18, 26, 20, 22, 16, 17, 3, 27, 12, 37, 62, 32, 61, 30, 14, 5, 45, 24, 56, 10, 50, 8, 43, 57, 59, 48, 28, 34, 53, 9, 46, 15, 23, 25, 65, 42, 4, 13, 40, 55, 33, 29, 19, 58, 60] 0.8285
10 27 [2, 43, 63, 9, 5, 23, 53, 55, 18, 65, 21, 15, 59, 51, 44, 6, 50, 29, 19, 17, 8, 56, 26, 60, 57, 54, 46] 0.8254
11 21 [53, 23, 45, 61, 63, 27, 4, 14, 59, 22, 2, 25, 8, 50, 35, 20, 32, 3, 47, 13, 62] 0.8252
12 32 [2, 42, 60, 63, 26, 9, 31, 56, 17, 62, 28, 3, 20, 49, 53, 55, 24, 29, 14, 65, 41, 27, 46, 44, 12, 45, 0, 33, 43, 11, 30, 48] 0.8224
13 60 [53, 10, 17, 3, 50, 61, 30, 65, 2, 33, 9, 7, 49, 16, 35, 41, 32, 34, 62, 28, 38, 46, 24, 42, 31, 14, 11, 19, 12, 4, 21, 29, 52, 44, 37, 63, 56, 5, 13, 51, 6, 0, 1, 64, 25, 22, 47, 58, 26, 23, 45, 43, 20, 48, 15, 39, 40, 18, 59, 57] 0.8197
14 52 [63, 5, 4, 43, 53, 14, 16, 7, 26, 17, 56, 31, 41, 2, 49, 22, 32, 11, 30, 60, 25, 39, 23, 48, 6, 50, 54, 18, 13, 37, 62, 36, 0, 29, 20, 8, 47, 21, 1, 38, 28, 19, 12, 46, 27, 40, 34, 64, 55, 3, 45, 15] 0.8106
15 25 [40, 27, 15, 25, 59, 39, 11, 31, 50, 19, 54, 36, 34, 56, 14, 24, 65, 13, 35, 0, 7, 32, 51, 29, 62] 0.7959
16 30 [27, 20, 45, 34, 62, 65, 11, 38, 64, 16, 61, 2, 21, 15, 52, 23, 18, 39, 12, 46, 37, 0, 51, 19, 14, 4, 32, 41, 7, 6] 0.7941
17 8 [6,13,14,16,43,44,60,61] 0.7904
18 26 [38, 49, 52, 7, 19, 17, 59, 30, 18, 20, 33, 45, 42, 27, 25, 26, 63, 62, 39, 24, 46, 5, 29, 54, 10, 50] 0.7458
19 12 [55, 57, 46, 22, 45, 23, 26, 49, 64, 35, 6, 16] 0.7212
20 6 [57, 63, 37, 40, 44, 17] 0.6860