1. 정확도와 오차율

A. Relu-Relu-Sigmoid

Dropout ⇒ 0.2, 0.4

B. Sigmoid-Sigmoid-Sigmoid

Dropout ⇒ 0.2, 0.4

A. Relu-Relu-Sigmoid

Dropout ⇒ 0.4, 0.4

정확도 : 0.8059342
오차 : 0.3705150104583578

====Y 값====

BP_D_Y_dec [40, 59, 65, 72, 76, 71, 70, 75, 67, 81, 62, 76, 59, 72, 69, 51, 74, 68, 69, 70, 61, 69, 71, 61, 69, 70, 76, 76, 65, 59, 70, 78, 66, 71, 69, 61, 65, 69, 64, 59, 70, 75, 66, 70, 67, 72, 69, 52, 51, 65, 70, 69, 72, 81, 76, 72, 72, 72, 72, 59, 81, 74, 72, 71, 72, 75, 79, 74, 71, 68, 70, 72, 52, 77, 72, 64, 69, 75, 78, 70, 86, 71, 70, 65, 69, 62, 75, 40, 72, 74, 62, 74, 70, 69, 40, 67, 73, 69, 73, 65, 74, 59, 70, 66, 78, 69, 74, 59, 69, 70, 72, 61, 75, 71, 70, 75, 51, 73, 78, 72, 72, 53, 75, 81, 71, 65, 70, 66, 78, 75, 74, 73, 52, 81, 76, 52, 75, 76, 76, 74, 76, 71, 70, 69, 77, 72, 77, 72, 71, 71, 70, 71, 67, 74, 70, 69, 69, 65, 72, 81, 75, 74, 65, 64, 69, 73, 59, 51, 73, 72, 74, 73, 65, 72, 75, 76, 70, 65, 76, 70, 76, 74, 74, 75, 62, 81, 72, 68, 74, 81, 77, 72, 67, 67, 69, 73, 76, 75, 76, 71, 69, 72, 73, 69, 66, 68, 76, 77, 72, 71, 77, 70, 75, 68, 79, 69, 69, 78, 66, 70, 74, 68, 65, 65, 72, 69, 76, 69, 71, 61, 69, 72, 69, 73, 76, 69, 69, 59, 61, 74, 71, 51, 72, 77, 71, 65, 69, 71, 75, 71, 67, 68, 74, 69, 76, 76, 70, 74, 40, 78, 79, 67, 72, 66, 61, 74, 59, 79, 70, 69, 71, 74, 74, 65, 69, 72, 67, 59, 78, 75, 68, 71, 61, 51, 72, 76, 81, 40, 70, 71, 71, 40, 61, 67, 74, 69, 72, 73, 61, 68, 77, 68, 65, 72, 86, 71, 67, 76, 74, 77, 52, 73, 73, 61, 71, 59, 59, 74, 73, 74, 67, 63, 69, 71, 75, 75, 73, 70, 70, 79, 62, 71, 76, 75, 64, 68, 75, 69, 78, 81, 76, 65, 59, 74, 69, 70, 65, 69, 68, 71, 61, 78, 72, 75, 74, 69, 65, 71, 59, 74, 72, 78, 78, 70, 72, 59, 79, 62, 73, 71, 40, 74, 72, 53, 67, 64, 63, 71, 72, 67, 71, 86, 71, 76, 61, 76, 67, 65, 76, 73, 81, 73, 70, 74, 81, 70, 74, 69, 81, 77, 59, 74, 71, 73, 75, 75, 75, 78, 72, 70, 65, 69, 71, 61, 59, 68, 71, 74, 53, 69, 73, 72, 76, 76, 70, 71, 71, 73, 63, 72, 66, 67, 75, 59, 72, 72, 71, 75, 69, 69, 69, 75, 74, 70, 71, 74, 72, 69, 59, 61, 61, 70, 69, 88, 70, 65, 81, 71, 73, 69, 69, 72, 72, 73, 71, 71, 76, 68, 73, 61, 70, 68, 78, 70, 76, 76, 73, 67, 70, 74, 71, 86, 70, 64, 51, 73, 59, 76, 70, 74, 76, 68, 69, 70, 69, 75, 51, 67, 76, 69, 72, 68, 74, 71, 74, 65, 72, 73, 73, 70, 61, 71, 40, 65, 59, 63, 70, 78, 74, 72, 74, 71, 81, 78, 69, 72, 69, 73, 66, 70, 61, 61, 75, 64, 72, 75, 67, 74, 67, 74, 71, 73, 74, 75, 71, 70, 52, 73, 73, 66, 61, 68, 75, 71, 78, 52, 69, 67, 77, 72, 75, 74, 73, 88, 77, 71, 62, 71, 72, 76, 61, 67, 53, 70, 71, 75, 76, 70, 67, 75, 76, 66, 72, 70, 70, 68, 69, 74, 72, 69, 59, 71, 68, 86, 75, 69, 68, 71, 61, 52, 68, 74, 88, 72, 69, 76, 59, 81, 59, 63, 74, 52, 72, 53, 74, 70, 71, 40, 71, 71, 66, 76, 88, 68, 76, 66, 78, 70, 75, 65, 61, 70, 74, 72, 69, 74, 75, 69, 74, 65, 72, 77, 75, 79, 73, 72, 71, 73, 75, 73, 68, 77, 75, 53, 59, 69, 59, 59, 75, 53, 69, 68, 72, 61, 61, 76, 72, 61, 70, 59, 69, 72, 74, 78, 70, 53, 65, 70, 70, 74, 74, 69, 68, 72, 75, 73, 70, 74, 70, 59, 69, 61, 78, 74, 73, 74, 52, 71, 72, 69, 88, 59, 74, 72, 67, 69, 40, 72, 86, 72, 67, 61, 71, 71, 59, 59, 74, 71, 78, 70, 71, 78, 71, 65, 67, 71, 74, 74, 75, 73, 73, 69, 71, 59, 73, 74, 73, 63, 73, 62, 74, 66, 67, 69, 66, 68, 70, 73, 70, 69, 62, 72]
BP_S_Y_dec [140, 135, 136, 108, 118, 135, 117, 132, 132, 133, 129, 119, 135, 116, 124, 136, 124, 117, 124, 117, 102, 124, 115, 137, 112, 125, 120, 118, 128, 132, 125, 121, 121, 113, 124, 142, 132, 124, 111, 132, 113, 119, 131, 117, 110, 117, 112, 146, 136, 128, 123, 118, 117, 128, 118, 117, 141, 117, 121, 135, 133, 122, 121, 117, 121, 119, 126, 122, 123, 117, 108, 117, 146, 133, 116, 111, 114, 118, 121, 123, 119, 113, 118, 132, 118, 129, 115, 140, 121, 112, 129, 128, 113, 129, 140, 109, 115, 129, 112, 128, 128, 138, 125, 131, 121, 124, 128, 138, 124, 113, 121, 102, 119, 130, 117, 132, 136, 116, 121, 121, 108, 124, 118, 133, 130, 132, 117, 131, 116, 118, 124, 112, 146, 133, 119, 146, 118, 117, 117, 111, 125, 115, 118, 118, 133, 141, 114, 121, 115, 127, 108, 127, 132, 128, 113, 124, 124, 132, 108, 128, 118, 128, 132, 111, 118, 126, 138, 136, 118, 108, 122, 116, 136, 121, 115, 115, 117, 136, 115, 117, 125, 124, 116, 119, 129, 133, 133, 117, 134, 133, 114, 108, 110, 109, 118, 121, 125, 119, 118, 135, 129, 121, 126, 118, 121, 136, 115, 133, 108, 127, 133, 123, 118, 125, 126, 129, 110, 121, 121, 125, 116, 127, 136, 132, 117, 124, 120, 119, 135, 142, 124, 108, 124, 112, 115, 114, 118, 135, 142, 122, 113, 136, 117, 114, 123, 132, 118, 135, 132, 113, 109, 127, 116, 129, 119, 115, 117, 116, 140, 116, 126, 132, 108, 121, 142, 116, 132, 126, 123, 124, 126, 122, 122, 132, 110, 133, 110, 135, 121, 115, 125, 117, 142, 136, 116, 120, 128, 140, 111, 126, 127, 140, 102, 132, 134, 114, 141, 118, 142, 117, 114, 127, 128, 133, 119, 115, 109, 118, 111, 114, 146, 119, 114, 142, 123, 138, 132, 122, 126, 111, 132, 96, 129, 130, 119, 118, 119, 117, 118, 126, 129, 135, 115, 119, 111, 117, 115, 118, 116, 133, 118, 136, 132, 134, 119, 113, 136, 129, 136, 126, 137, 121, 133, 115, 122, 112, 128, 118, 135, 134, 141, 134, 134, 117, 133, 138, 126, 129, 119, 115, 140, 128, 133, 124, 110, 111, 96, 126, 133, 132, 115, 119, 117, 125, 142, 117, 110, 128, 125, 112, 128, 126, 111, 116, 133, 111, 128, 129, 133, 114, 135, 122, 117, 112, 132, 119, 119, 121, 133, 118, 136, 112, 118, 142, 138, 127, 115, 119, 124, 119, 112, 108, 118, 119, 118, 117, 127, 115, 96, 121, 121, 110, 119, 132, 108, 141, 135, 115, 112, 129, 110, 119, 116, 108, 117, 134, 133, 118, 132, 102, 137, 117, 114, 113, 118, 132, 128, 123, 121, 114, 124, 133, 141, 126, 117, 135, 120, 127, 116, 102, 111, 136, 121, 117, 119, 119, 112, 132, 123, 122, 126, 119, 118, 111, 136, 116, 132, 125, 111, 122, 125, 127, 129, 117, 119, 119, 136, 109, 120, 118, 116, 117, 112, 123, 122, 136, 117, 126, 118, 111, 142, 130, 140, 136, 132, 96, 125, 134, 134, 121, 111, 115, 128, 121, 129, 116, 124, 112, 121, 113, 137, 102, 119, 111, 133, 118, 132, 124, 110, 122, 127, 121, 124, 132, 117, 125, 146, 112, 112, 121, 102, 127, 115, 130, 134, 146, 118, 132, 114, 117, 115, 122, 119, 113, 133, 113, 129, 115, 117, 119, 142, 132, 124, 125, 117, 119, 120, 117, 132, 115, 115, 121, 117, 117, 117, 127, 124, 122, 108, 118, 138, 135, 125, 119, 118, 118, 125, 115, 137, 146, 136, 122, 113, 141, 112, 115, 132, 128, 138, 96, 134, 146, 121, 124, 119, 108, 127, 140, 118, 126, 131, 115, 113, 117, 125, 121, 121, 125, 115, 132, 137, 108, 134, 141, 118, 116, 115, 118, 112, 132, 121, 114, 115, 126, 119, 121, 113, 112, 115, 126, 127, 133, 132, 124, 138, 129, 135, 138, 118, 124, 129, 125, 108, 137, 142, 117, 121, 137, 123, 138, 124, 121, 122, 134, 117, 124, 128, 118, 117, 122, 116, 110, 125, 121, 118, 126, 118, 116, 117, 138, 118, 142, 121, 116, 119, 124, 146, 130, 121, 114, 113, 138, 122, 117, 109, 119, 140, 121, 119, 117, 109, 137, 135, 123, 138, 138, 122, 115, 134, 117, 127, 116, 135, 132, 132, 123, 134, 124, 119, 115, 115, 118, 135, 135, 121, 134, 121, 96, 114, 129, 119, 121, 110, 110, 131, 125, 108, 118, 117, 124, 129, 121]

====predict 값====

BP_D_dec [75, 68, 65, 73, 76, 59, 74, 75, 64, 75, 75, 75, 59, 73, 69, 75, 75, 72, 68, 74, 52, 69, 75, 59, 73, 62, 69, 76, 65, 68, 66, 73, 71, 74, 71, 69, 59, 69, 66, 69, 75, 59, 69, 75, 75, 69, 73, 59, 52, 65, 70, 75, 74, 75, 76, 73, 52, 74, 72, 75, 73, 74, 75, 74, 73, 75, 73, 75, 73, 75, 73, 70, 59, 74, 73, 69, 73, 69, 73, 70, 73, 74, 75, 75, 75, 65, 72, 75, 75, 75, 67, 74, 73, 74, 74, 73, 73, 75, 75, 65, 74, 75, 69, 64, 73, 69, 75, 59, 70, 70, 75, 68, 74, 74, 70, 75, 68, 75, 78, 73, 70, 75, 75, 75, 74, 59, 75, 66, 75, 75, 71, 73, 75, 73, 75, 59, 75, 71, 76, 75, 74, 73, 75, 73, 74, 68, 74, 75, 75, 69, 74, 71, 67, 75, 74, 64, 75, 52, 74, 74, 75, 73, 52, 65, 68, 74, 75, 75, 75, 73, 73, 73, 65, 73, 73, 74, 74, 71, 73, 73, 73, 74, 75, 59, 70, 72, 75, 75, 75, 74, 74, 73, 75, 75, 67, 73, 73, 68, 76, 75, 72, 73, 75, 70, 65, 69, 74, 74, 73, 71, 74, 70, 75, 71, 68, 72, 69, 74, 70, 65, 73, 71, 65, 75, 73, 69, 73, 73, 68, 59, 65, 69, 64, 74, 75, 70, 75, 75, 75, 73, 74, 68, 75, 74, 75, 52, 75, 68, 74, 73, 68, 74, 74, 73, 73, 73, 70, 73, 75, 74, 68, 66, 69, 70, 75, 73, 68, 75, 74, 69, 72, 75, 74, 75, 70, 75, 70, 75, 72, 73, 72, 73, 69, 52, 73, 68, 74, 75, 70, 71, 71, 75, 75, 69, 74, 70, 75, 75, 58, 75, 73, 74, 65, 68, 73, 75, 68, 75, 70, 75, 52, 73, 73, 59, 73, 75, 74, 75, 70, 75, 65, 63, 73, 74, 73, 62, 73, 73, 58, 75, 65, 59, 73, 74, 64, 75, 73, 74, 70, 73, 75, 65, 59, 75, 73, 70, 65, 74, 75, 71, 69, 73, 74, 73, 75, 73, 65, 73, 72, 74, 75, 74, 78, 73, 58, 75, 71, 70, 73, 73, 75, 74, 75, 59, 74, 64, 66, 71, 68, 67, 72, 72, 74, 73, 61, 76, 75, 65, 76, 70, 73, 69, 70, 73, 74, 70, 74, 73, 72, 69, 75, 75, 73, 75, 73, 73, 75, 70, 69, 75, 65, 73, 74, 59, 51, 74, 71, 74, 68, 74, 68, 70, 75, 75, 58, 73, 71, 73, 56, 73, 66, 68, 75, 59, 73, 75, 52, 73, 73, 75, 73, 59, 74, 73, 73, 74, 68, 76, 59, 75, 69, 73, 74, 73, 75, 68, 70, 68, 73, 69, 69, 68, 59, 74, 72, 59, 75, 74, 68, 69, 70, 69, 73, 69, 75, 73, 74, 71, 69, 75, 71, 72, 75, 64, 75, 73, 75, 73, 69, 73, 75, 75, 73, 74, 73, 74, 52, 68, 73, 75, 73, 75, 74, 71, 72, 65, 74, 74, 72, 74, 59, 73, 75, 65, 59, 63, 70, 78, 74, 72, 74, 75, 74, 74, 73, 73, 69, 74, 70, 73, 75, 68, 75, 66, 69, 69, 69, 73, 73, 75, 69, 75, 73, 75, 74, 70, 68, 73, 74, 70, 61, 73, 73, 73, 74, 52, 75, 66, 73, 74, 74, 74, 73, 73, 75, 73, 65, 73, 74, 73, 58, 67, 75, 70, 73, 75, 73, 75, 67, 74, 73, 71, 70, 69, 70, 73, 70, 73, 74, 74, 52, 59, 70, 75, 68, 73, 72, 75, 59, 59, 59, 74, 73, 68, 73, 75, 59, 75, 68, 63, 64, 52, 75, 59, 75, 70, 69, 52, 73, 71, 66, 74, 73, 75, 76, 69, 71, 70, 71, 75, 59, 70, 73, 68, 71, 73, 73, 68, 73, 75, 73, 73, 73, 75, 73, 74, 75, 74, 74, 74, 74, 74, 73, 69, 59, 73, 68, 68, 75, 59, 73, 74, 73, 69, 59, 71, 73, 59, 75, 52, 69, 73, 72, 73, 73, 75, 65, 59, 74, 73, 74, 75, 74, 73, 69, 78, 68, 74, 74, 75, 73, 59, 75, 74, 73, 74, 68, 72, 74, 75, 75, 75, 75, 73, 68, 73, 52, 73, 74, 69, 74, 75, 59, 73, 59, 59, 74, 75, 73, 68, 69, 73, 75, 75, 69, 75, 74, 74, 59, 72, 75, 73, 52, 68, 73, 74, 75, 63, 73, 70, 72, 70, 75, 72, 64, 74, 69, 75, 78, 69, 69, 74]
BP_S_dec [137, 136, 136, 115, 121, 136, 117, 117, 144, 137, 118, 118, 136, 116, 124, 136, 126, 118, 127, 117, 139, 124, 117, 136, 119, 129, 111, 118, 135, 132, 131, 116, 126, 113, 127, 118, 136, 120, 124, 131, 112, 136, 124, 117, 113, 117, 119, 136, 138, 128, 116, 117, 117, 122, 118, 117, 141, 117, 118, 118, 134, 117, 121, 113, 116, 137, 118, 122, 116, 117, 116, 114, 136, 121, 116, 124, 115, 124, 119, 122, 118, 119, 118, 136, 118, 135, 118, 137, 119, 112, 131, 129, 118, 118, 118, 117, 118, 117, 117, 128, 125, 136, 124, 96, 118, 124, 117, 136, 125, 113, 121, 137, 123, 125, 113, 121, 136, 119, 119, 126, 113, 137, 118, 117, 133, 136, 116, 124, 120, 134, 126, 119, 138, 134, 118, 136, 118, 116, 117, 118, 117, 118, 118, 119, 127, 136, 117, 118, 117, 127, 122, 127, 132, 126, 117, 96, 118, 138, 117, 126, 137, 134, 138, 124, 114, 133, 136, 137, 117, 117, 121, 119, 136, 126, 124, 112, 117, 136, 116, 115, 119, 126, 113, 136, 128, 117, 134, 118, 117, 122, 117, 114, 118, 117, 117, 119, 117, 136, 118, 118, 117, 125, 126, 117, 121, 122, 112, 134, 114, 127, 122, 121, 118, 126, 118, 119, 110, 119, 123, 128, 116, 122, 136, 118, 117, 124, 119, 119, 136, 136, 128, 113, 112, 117, 118, 114, 116, 136, 137, 134, 113, 136, 118, 117, 118, 136, 118, 139, 133, 119, 109, 126, 116, 118, 121, 118, 112, 116, 136, 119, 118, 131, 113, 127, 137, 116, 139, 119, 121, 124, 122, 118, 118, 136, 115, 137, 110, 136, 118, 116, 126, 117, 124, 138, 116, 113, 129, 136, 113, 126, 127, 137, 121, 124, 133, 113, 138, 117, 137, 117, 114, 129, 136, 139, 118, 117, 113, 123, 113, 117, 139, 119, 116, 136, 116, 136, 134, 122, 125, 119, 135, 96, 117, 121, 116, 137, 116, 117, 118, 117, 135, 136, 116, 116, 111, 118, 122, 117, 113, 121, 117, 135, 136, 137, 119, 110, 136, 118, 136, 126, 118, 119, 118, 116, 121, 119, 128, 116, 117, 126, 137, 130, 134, 114, 137, 137, 118, 125, 119, 121, 136, 129, 136, 136, 117, 127, 131, 122, 136, 132, 118, 118, 116, 118, 137, 117, 119, 128, 118, 113, 134, 126, 110, 116, 117, 110, 125, 119, 118, 113, 137, 118, 117, 117, 122, 118, 137, 115, 132, 137, 135, 119, 117, 136, 136, 125, 126, 122, 118, 112, 113, 113, 118, 119, 118, 116, 127, 115, 126, 119, 121, 113, 118, 136, 114, 118, 138, 114, 119, 117, 119, 136, 117, 115, 115, 134, 132, 118, 137, 118, 118, 117, 117, 119, 136, 136, 125, 118, 119, 113, 124, 136, 136, 126, 118, 136, 116, 126, 114, 119, 113, 120, 117, 117, 118, 119, 119, 124, 121, 118, 126, 118, 118, 127, 136, 119, 118, 118, 113, 117, 118, 124, 117, 133, 118, 119, 139, 114, 114, 118, 116, 117, 116, 117, 118, 136, 117, 126, 117, 117, 136, 129, 137, 136, 137, 96, 125, 134, 129, 119, 112, 118, 122, 112, 119, 116, 124, 118, 121, 117, 137, 137, 137, 131, 120, 120, 124, 129, 117, 117, 123, 117, 122, 137, 119, 125, 136, 134, 117, 121, 102, 126, 123, 117, 129, 138, 118, 131, 117, 118, 116, 113, 118, 118, 127, 117, 129, 134, 117, 119, 118, 132, 139, 125, 118, 136, 116, 118, 132, 116, 119, 127, 113, 113, 112, 126, 127, 117, 117, 117, 138, 136, 126, 118, 123, 118, 126, 117, 136, 136, 139, 134, 118, 136, 119, 116, 136, 122, 136, 96, 112, 136, 118, 136, 119, 110, 124, 136, 115, 126, 131, 116, 119, 117, 118, 121, 113, 125, 113, 137, 136, 114, 121, 136, 114, 119, 116, 117, 119, 136, 116, 117, 114, 118, 119, 126, 118, 117, 116, 134, 122, 134, 134, 118, 136, 117, 139, 136, 118, 136, 119, 125, 117, 110, 136, 122, 125, 137, 117, 141, 124, 119, 118, 134, 117, 137, 128, 136, 134, 119, 116, 112, 134, 113, 131, 129, 136, 116, 114, 136, 119, 136, 118, 116, 119, 127, 136, 126, 119, 113, 118, 138, 118, 117, 114, 116, 139, 117, 119, 114, 112, 137, 136, 116, 136, 137, 117, 117, 129, 118, 124, 119, 118, 137, 124, 118, 134, 125, 136, 118, 118, 119, 138, 137, 118, 129, 117, 96, 114, 125, 118, 121, 118, 116, 111, 126, 112, 118, 127, 124, 124, 126]

B. Sigmoid-Sigmoid-Sigmoid

Dropout ⇒ 0.4, 0.4

정확도 : 0.8099235
오차 : 0.36265247045679294

====Y 값====

BP_D_Y_dec [40, 59, 65, 72, 76, 71, 70, 75, 67, 81, 62, 76, 59, 72, 69, 51, 74, 68, 69, 70, 61, 69, 71, 61, 69, 70, 76, 76, 65, 59, 70, 78, 66, 71, 69, 61, 65, 69, 64, 59, 70, 75, 66, 70, 67, 72, 69, 52, 51, 65, 70, 69, 72, 81, 76, 72, 72, 72, 72, 59, 81, 74, 72, 71, 72, 75, 79, 74, 71, 68, 70, 72, 52, 77, 72, 64, 69, 75, 78, 70, 86, 71, 70, 65, 69, 62, 75, 40, 72, 74, 62, 74, 70, 69, 40, 67, 73, 69, 73, 65, 74, 59, 70, 66, 78, 69, 74, 59, 69, 70, 72, 61, 75, 71, 70, 75, 51, 73, 78, 72, 72, 53, 75, 81, 71, 65, 70, 66, 78, 75, 74, 73, 52, 81, 76, 52, 75, 76, 76, 74, 76, 71, 70, 69, 77, 72, 77, 72, 71, 71, 70, 71, 67, 74, 70, 69, 69, 65, 72, 81, 75, 74, 65, 64, 69, 73, 59, 51, 73, 72, 74, 73, 65, 72, 75, 76, 70, 65, 76, 70, 76, 74, 74, 75, 62, 81, 72, 68, 74, 81, 77, 72, 67, 67, 69, 73, 76, 75, 76, 71, 69, 72, 73, 69, 66, 68, 76, 77, 72, 71, 77, 70, 75, 68, 79, 69, 69, 78, 66, 70, 74, 68, 65, 65, 72, 69, 76, 69, 71, 61, 69, 72, 69, 73, 76, 69, 69, 59, 61, 74, 71, 51, 72, 77, 71, 65, 69, 71, 75, 71, 67, 68, 74, 69, 76, 76, 70, 74, 40, 78, 79, 67, 72, 66, 61, 74, 59, 79, 70, 69, 71, 74, 74, 65, 69, 72, 67, 59, 78, 75, 68, 71, 61, 51, 72, 76, 81, 40, 70, 71, 71, 40, 61, 67, 74, 69, 72, 73, 61, 68, 77, 68, 65, 72, 86, 71, 67, 76, 74, 77, 52, 73, 73, 61, 71, 59, 59, 74, 73, 74, 67, 63, 69, 71, 75, 75, 73, 70, 70, 79, 62, 71, 76, 75, 64, 68, 75, 69, 78, 81, 76, 65, 59, 74, 69, 70, 65, 69, 68, 71, 61, 78, 72, 75, 74, 69, 65, 71, 59, 74, 72, 78, 78, 70, 72, 59, 79, 62, 73, 71, 40, 74, 72, 53, 67, 64, 63, 71, 72, 67, 71, 86, 71, 76, 61, 76, 67, 65, 76, 73, 81, 73, 70, 74, 81, 70, 74, 69, 81, 77, 59, 74, 71, 73, 75, 75, 75, 78, 72, 70, 65, 69, 71, 61, 59, 68, 71, 74, 53, 69, 73, 72, 76, 76, 70, 71, 71, 73, 63, 72, 66, 67, 75, 59, 72, 72, 71, 75, 69, 69, 69, 75, 74, 70, 71, 74, 72, 69, 59, 61, 61, 70, 69, 88, 70, 65, 81, 71, 73, 69, 69, 72, 72, 73, 71, 71, 76, 68, 73, 61, 70, 68, 78, 70, 76, 76, 73, 67, 70, 74, 71, 86, 70, 64, 51, 73, 59, 76, 70, 74, 76, 68, 69, 70, 69, 75, 51, 67, 76, 69, 72, 68, 74, 71, 74, 65, 72, 73, 73, 70, 61, 71, 40, 65, 59, 63, 70, 78, 74, 72, 74, 71, 81, 78, 69, 72, 69, 73, 66, 70, 61, 61, 75, 64, 72, 75, 67, 74, 67, 74, 71, 73, 74, 75, 71, 70, 52, 73, 73, 66, 61, 68, 75, 71, 78, 52, 69, 67, 77, 72, 75, 74, 73, 88, 77, 71, 62, 71, 72, 76, 61, 67, 53, 70, 71, 75, 76, 70, 67, 75, 76, 66, 72, 70, 70, 68, 69, 74, 72, 69, 59, 71, 68, 86, 75, 69, 68, 71, 61, 52, 68, 74, 88, 72, 69, 76, 59, 81, 59, 63, 74, 52, 72, 53, 74, 70, 71, 40, 71, 71, 66, 76, 88, 68, 76, 66, 78, 70, 75, 65, 61, 70, 74, 72, 69, 74, 75, 69, 74, 65, 72, 77, 75, 79, 73, 72, 71, 73, 75, 73, 68, 77, 75, 53, 59, 69, 59, 59, 75, 53, 69, 68, 72, 61, 61, 76, 72, 61, 70, 59, 69, 72, 74, 78, 70, 53, 65, 70, 70, 74, 74, 69, 68, 72, 75, 73, 70, 74, 70, 59, 69, 61, 78, 74, 73, 74, 52, 71, 72, 69, 88, 59, 74, 72, 67, 69, 40, 72, 86, 72, 67, 61, 71, 71, 59, 59, 74, 71, 78, 70, 71, 78, 71, 65, 67, 71, 74, 74, 75, 73, 73, 69, 71, 59, 73, 74, 73, 63, 73, 62, 74, 66, 67, 69, 66, 68, 70, 73, 70, 69, 62, 72]
BP_S_Y_dec [140, 135, 136, 108, 118, 135, 117, 132, 132, 133, 129, 119, 135, 116, 124, 136, 124, 117, 124, 117, 102, 124, 115, 137, 112, 125, 120, 118, 128, 132, 125, 121, 121, 113, 124, 142, 132, 124, 111, 132, 113, 119, 131, 117, 110, 117, 112, 146, 136, 128, 123, 118, 117, 128, 118, 117, 141, 117, 121, 135, 133, 122, 121, 117, 121, 119, 126, 122, 123, 117, 108, 117, 146, 133, 116, 111, 114, 118, 121, 123, 119, 113, 118, 132, 118, 129, 115, 140, 121, 112, 129, 128, 113, 129, 140, 109, 115, 129, 112, 128, 128, 138, 125, 131, 121, 124, 128, 138, 124, 113, 121, 102, 119, 130, 117, 132, 136, 116, 121, 121, 108, 124, 118, 133, 130, 132, 117, 131, 116, 118, 124, 112, 146, 133, 119, 146, 118, 117, 117, 111, 125, 115, 118, 118, 133, 141, 114, 121, 115, 127, 108, 127, 132, 128, 113, 124, 124, 132, 108, 128, 118, 128, 132, 111, 118, 126, 138, 136, 118, 108, 122, 116, 136, 121, 115, 115, 117, 136, 115, 117, 125, 124, 116, 119, 129, 133, 133, 117, 134, 133, 114, 108, 110, 109, 118, 121, 125, 119, 118, 135, 129, 121, 126, 118, 121, 136, 115, 133, 108, 127, 133, 123, 118, 125, 126, 129, 110, 121, 121, 125, 116, 127, 136, 132, 117, 124, 120, 119, 135, 142, 124, 108, 124, 112, 115, 114, 118, 135, 142, 122, 113, 136, 117, 114, 123, 132, 118, 135, 132, 113, 109, 127, 116, 129, 119, 115, 117, 116, 140, 116, 126, 132, 108, 121, 142, 116, 132, 126, 123, 124, 126, 122, 122, 132, 110, 133, 110, 135, 121, 115, 125, 117, 142, 136, 116, 120, 128, 140, 111, 126, 127, 140, 102, 132, 134, 114, 141, 118, 142, 117, 114, 127, 128, 133, 119, 115, 109, 118, 111, 114, 146, 119, 114, 142, 123, 138, 132, 122, 126, 111, 132, 96, 129, 130, 119, 118, 119, 117, 118, 126, 129, 135, 115, 119, 111, 117, 115, 118, 116, 133, 118, 136, 132, 134, 119, 113, 136, 129, 136, 126, 137, 121, 133, 115, 122, 112, 128, 118, 135, 134, 141, 134, 134, 117, 133, 138, 126, 129, 119, 115, 140, 128, 133, 124, 110, 111, 96, 126, 133, 132, 115, 119, 117, 125, 142, 117, 110, 128, 125, 112, 128, 126, 111, 116, 133, 111, 128, 129, 133, 114, 135, 122, 117, 112, 132, 119, 119, 121, 133, 118, 136, 112, 118, 142, 138, 127, 115, 119, 124, 119, 112, 108, 118, 119, 118, 117, 127, 115, 96, 121, 121, 110, 119, 132, 108, 141, 135, 115, 112, 129, 110, 119, 116, 108, 117, 134, 133, 118, 132, 102, 137, 117, 114, 113, 118, 132, 128, 123, 121, 114, 124, 133, 141, 126, 117, 135, 120, 127, 116, 102, 111, 136, 121, 117, 119, 119, 112, 132, 123, 122, 126, 119, 118, 111, 136, 116, 132, 125, 111, 122, 125, 127, 129, 117, 119, 119, 136, 109, 120, 118, 116, 117, 112, 123, 122, 136, 117, 126, 118, 111, 142, 130, 140, 136, 132, 96, 125, 134, 134, 121, 111, 115, 128, 121, 129, 116, 124, 112, 121, 113, 137, 102, 119, 111, 133, 118, 132, 124, 110, 122, 127, 121, 124, 132, 117, 125, 146, 112, 112, 121, 102, 127, 115, 130, 134, 146, 118, 132, 114, 117, 115, 122, 119, 113, 133, 113, 129, 115, 117, 119, 142, 132, 124, 125, 117, 119, 120, 117, 132, 115, 115, 121, 117, 117, 117, 127, 124, 122, 108, 118, 138, 135, 125, 119, 118, 118, 125, 115, 137, 146, 136, 122, 113, 141, 112, 115, 132, 128, 138, 96, 134, 146, 121, 124, 119, 108, 127, 140, 118, 126, 131, 115, 113, 117, 125, 121, 121, 125, 115, 132, 137, 108, 134, 141, 118, 116, 115, 118, 112, 132, 121, 114, 115, 126, 119, 121, 113, 112, 115, 126, 127, 133, 132, 124, 138, 129, 135, 138, 118, 124, 129, 125, 108, 137, 142, 117, 121, 137, 123, 138, 124, 121, 122, 134, 117, 124, 128, 118, 117, 122, 116, 110, 125, 121, 118, 126, 118, 116, 117, 138, 118, 142, 121, 116, 119, 124, 146, 130, 121, 114, 113, 138, 122, 117, 109, 119, 140, 121, 119, 117, 109, 137, 135, 123, 138, 138, 122, 115, 134, 117, 127, 116, 135, 132, 132, 123, 134, 124, 119, 115, 115, 118, 135, 135, 121, 134, 121, 96, 114, 129, 119, 121, 110, 110, 131, 125, 108, 118, 117, 124, 129, 121]

====predict 값====

BP_D_dec [68, 68, 65, 73, 75, 68, 73, 71, 65, 75, 71, 74, 59, 73, 75, 52, 74, 73, 69, 73, 55, 69, 75, 68, 74, 62, 70, 76, 65, 75, 69, 73, 71, 72, 64, 68, 59, 69, 66, 58, 74, 68, 70, 75, 75, 73, 73, 59, 52, 65, 71, 69, 74, 74, 76, 74, 75, 75, 71, 55, 73, 75, 71, 73, 73, 75, 73, 74, 74, 75, 72, 70, 68, 74, 73, 71, 70, 75, 73, 73, 73, 74, 55, 68, 75, 65, 73, 68, 74, 75, 64, 74, 73, 73, 68, 70, 73, 74, 75, 65, 73, 68, 71, 63, 72, 69, 75, 59, 70, 70, 75, 68, 75, 73, 70, 74, 68, 74, 73, 73, 70, 75, 75, 74, 74, 59, 73, 66, 74, 75, 71, 73, 52, 74, 74, 59, 58, 71, 76, 75, 75, 73, 75, 74, 74, 68, 73, 73, 75, 58, 73, 71, 68, 73, 73, 64, 75, 68, 75, 74, 58, 73, 52, 66, 68, 78, 68, 68, 73, 73, 73, 74, 65, 70, 75, 75, 70, 65, 73, 73, 73, 73, 74, 59, 65, 74, 73, 75, 75, 74, 74, 73, 75, 75, 68, 73, 75, 58, 75, 53, 75, 75, 74, 71, 66, 75, 74, 75, 72, 71, 68, 66, 75, 71, 70, 73, 70, 69, 66, 65, 73, 73, 65, 68, 73, 69, 74, 73, 52, 68, 65, 70, 65, 73, 74, 70, 74, 68, 52, 73, 73, 68, 75, 73, 74, 59, 74, 68, 76, 73, 67, 71, 75, 74, 75, 74, 70, 73, 68, 74, 73, 64, 70, 71, 68, 73, 68, 74, 77, 69, 71, 73, 70, 52, 70, 70, 73, 59, 73, 73, 71, 73, 69, 51, 73, 75, 74, 72, 67, 71, 71, 59, 75, 65, 74, 69, 68, 73, 61, 74, 73, 74, 65, 75, 73, 75, 67, 75, 73, 75, 55, 73, 73, 59, 72, 68, 75, 75, 70, 73, 65, 63, 73, 75, 75, 58, 73, 74, 75, 71, 65, 52, 73, 74, 64, 75, 74, 74, 70, 73, 75, 65, 59, 75, 73, 70, 65, 73, 75, 71, 68, 73, 68, 74, 72, 74, 65, 70, 75, 73, 75, 74, 78, 74, 61, 75, 74, 70, 73, 74, 68, 74, 73, 53, 75, 64, 66, 70, 75, 64, 73, 73, 73, 73, 61, 76, 75, 65, 76, 70, 78, 68, 70, 73, 75, 70, 73, 74, 74, 70, 68, 73, 73, 72, 69, 74, 68, 73, 69, 68, 70, 74, 73, 59, 52, 71, 75, 74, 75, 73, 73, 70, 75, 74, 58, 75, 71, 73, 63, 74, 66, 69, 73, 59, 73, 68, 68, 73, 74, 73, 73, 68, 73, 70, 73, 74, 75, 75, 75, 75, 68, 70, 74, 73, 72, 58, 72, 68, 73, 70, 69, 68, 75, 74, 74, 53, 74, 74, 69, 69, 70, 69, 75, 73, 73, 75, 74, 71, 66, 75, 71, 73, 52, 64, 59, 73, 68, 73, 70, 72, 74, 75, 73, 74, 73, 75, 55, 67, 73, 74, 73, 74, 74, 73, 73, 65, 73, 73, 75, 73, 68, 74, 61, 65, 59, 63, 70, 78, 72, 73, 74, 75, 73, 73, 74, 73, 69, 75, 66, 74, 74, 68, 75, 64, 58, 69, 65, 74, 73, 73, 75, 74, 74, 76, 73, 70, 68, 73, 69, 66, 61, 74, 74, 73, 73, 68, 75, 67, 73, 73, 75, 75, 74, 73, 74, 73, 70, 81, 75, 74, 58, 67, 75, 70, 73, 52, 74, 74, 67, 73, 73, 71, 73, 70, 69, 73, 70, 73, 73, 69, 68, 68, 71, 73, 75, 75, 70, 72, 68, 68, 52, 74, 73, 68, 73, 73, 68, 73, 59, 63, 75, 59, 73, 58, 73, 70, 75, 68, 70, 71, 66, 75, 71, 75, 75, 69, 71, 70, 73, 68, 59, 70, 69, 75, 68, 73, 73, 71, 75, 75, 74, 73, 70, 73, 73, 73, 74, 73, 73, 74, 74, 74, 75, 58, 68, 73, 59, 52, 75, 59, 74, 71, 73, 74, 59, 75, 74, 68, 75, 52, 69, 73, 75, 73, 73, 75, 65, 58, 75, 75, 74, 74, 68, 73, 69, 74, 75, 73, 70, 52, 74, 68, 73, 75, 73, 72, 68, 70, 73, 68, 74, 52, 73, 73, 69, 73, 55, 74, 73, 73, 71, 59, 68, 72, 59, 68, 74, 75, 74, 74, 69, 73, 74, 69, 64, 73, 74, 74, 75, 73, 74, 75, 75, 68, 73, 74, 73, 63, 73, 70, 73, 70, 74, 71, 63, 74, 69, 74, 74, 69, 70, 72]
BP_S_dec [136, 136, 136, 113, 122, 136, 117, 113, 128, 133, 136, 118, 136, 116, 119, 136, 126, 118, 124, 117, 139, 124, 133, 136, 118, 129, 114, 118, 135, 137, 124, 114, 126, 113, 127, 136, 136, 124, 131, 123, 112, 136, 124, 117, 113, 117, 118, 136, 136, 143, 122, 114, 117, 121, 118, 114, 137, 117, 113, 136, 133, 117, 126, 114, 117, 138, 113, 134, 112, 117, 114, 114, 137, 133, 119, 131, 111, 118, 119, 122, 118, 119, 139, 136, 118, 135, 118, 136, 112, 119, 128, 129, 113, 118, 136, 113, 118, 117, 123, 128, 125, 136, 127, 96, 118, 124, 122, 136, 127, 114, 116, 136, 138, 126, 113, 122, 136, 119, 115, 126, 117, 118, 118, 122, 133, 136, 113, 131, 119, 136, 127, 119, 136, 118, 118, 136, 118, 127, 117, 119, 118, 118, 138, 118, 129, 137, 117, 118, 117, 118, 133, 127, 123, 126, 117, 111, 118, 136, 114, 128, 121, 129, 140, 131, 114, 134, 136, 137, 118, 114, 118, 119, 136, 125, 124, 119, 117, 135, 114, 114, 118, 129, 118, 136, 135, 118, 135, 118, 124, 133, 117, 114, 118, 118, 109, 119, 118, 136, 118, 132, 118, 126, 126, 114, 121, 136, 113, 133, 113, 127, 121, 121, 118, 126, 118, 118, 110, 113, 121, 128, 116, 122, 136, 136, 117, 124, 119, 119, 139, 137, 128, 109, 128, 117, 117, 109, 113, 136, 139, 133, 117, 136, 117, 117, 118, 136, 118, 137, 117, 119, 109, 125, 112, 118, 117, 118, 111, 116, 136, 113, 118, 128, 114, 126, 136, 116, 136, 119, 121, 124, 125, 118, 113, 136, 113, 136, 114, 136, 118, 118, 126, 114, 121, 139, 116, 118, 129, 136, 109, 126, 127, 136, 119, 128, 129, 113, 136, 118, 137, 117, 117, 127, 136, 137, 118, 133, 114, 122, 114, 118, 136, 119, 115, 132, 115, 136, 136, 124, 126, 114, 135, 96, 118, 127, 118, 137, 116, 117, 118, 126, 135, 136, 115, 118, 111, 118, 121, 117, 113, 133, 117, 128, 136, 122, 119, 110, 136, 118, 117, 119, 138, 117, 137, 115, 118, 119, 128, 111, 118, 126, 117, 134, 134, 112, 137, 138, 119, 125, 119, 119, 136, 128, 135, 131, 114, 127, 131, 123, 138, 135, 118, 118, 114, 118, 142, 117, 118, 143, 118, 114, 134, 126, 111, 116, 133, 111, 126, 112, 118, 114, 136, 118, 117, 118, 117, 118, 132, 118, 118, 136, 135, 112, 118, 135, 136, 126, 133, 117, 117, 113, 113, 110, 117, 118, 121, 117, 127, 118, 96, 119, 121, 118, 118, 136, 118, 136, 136, 114, 112, 118, 116, 137, 118, 112, 114, 133, 118, 117, 138, 118, 137, 117, 117, 119, 136, 132, 125, 113, 119, 114, 124, 137, 138, 126, 112, 131, 112, 125, 110, 118, 110, 124, 123, 118, 118, 118, 119, 124, 121, 117, 126, 118, 136, 111, 136, 119, 137, 118, 114, 114, 118, 124, 118, 122, 118, 118, 136, 109, 114, 118, 116, 118, 112, 118, 118, 136, 117, 126, 117, 117, 135, 134, 121, 136, 136, 96, 125, 134, 126, 118, 112, 117, 133, 119, 119, 115, 119, 118, 121, 118, 123, 136, 137, 127, 118, 124, 128, 129, 114, 117, 118, 118, 124, 117, 118, 125, 137, 134, 117, 121, 102, 126, 118, 122, 129, 136, 118, 131, 117, 118, 116, 113, 118, 118, 128, 117, 125, 133, 117, 119, 113, 132, 123, 125, 118, 136, 112, 117, 132, 115, 119, 127, 114, 113, 113, 126, 124, 117, 117, 117, 136, 136, 126, 118, 119, 118, 125, 118, 136, 136, 138, 129, 118, 136, 116, 114, 136, 126, 136, 96, 119, 136, 118, 137, 118, 112, 119, 136, 112, 126, 131, 116, 113, 117, 118, 121, 113, 125, 118, 136, 136, 111, 121, 138, 109, 119, 116, 114, 112, 136, 119, 117, 113, 118, 116, 121, 118, 117, 112, 134, 121, 133, 121, 123, 136, 118, 136, 136, 137, 132, 113, 126, 117, 114, 136, 122, 131, 136, 122, 140, 124, 119, 115, 129, 117, 136, 128, 134, 122, 118, 112, 112, 132, 118, 124, 129, 117, 116, 114, 131, 119, 136, 119, 112, 119, 125, 136, 125, 115, 118, 118, 140, 117, 117, 109, 117, 136, 117, 117, 114, 118, 120, 136, 115, 136, 136, 117, 118, 134, 118, 131, 116, 124, 121, 128, 118, 129, 122, 137, 118, 118, 118, 138, 136, 118, 133, 117, 96, 115, 125, 118, 124, 118, 118, 96, 126, 110, 118, 118, 124, 129, 121]