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5_95_classification.txt
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lstm_init = (Variable(lstm_init[0], volatile=x.volatile), Variable(lstm_init[1], volatile=x.volatile))
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 1: TrL=3.6500, TrA=0.0346, VL=3.6099, VA=0.0413, TeL=3.6188, TeA=0.0383, TeA at max VA = 0.0383 at epoch 1
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 2: TrL=3.4122, TrA=0.0584, VL=3.3875, VA=0.0549, TeL=3.4064, TeA=0.0499, TeA at max VA = 0.0499 at epoch 2
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 3: TrL=3.1586, TrA=0.0900, VL=3.2224, VA=0.0776, TeL=3.2167, TeA=0.0721, TeA at max VA = 0.0721 at epoch 3
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 4: TrL=2.9884, TrA=0.1148, VL=3.0616, VA=0.0786, TeL=3.0458, TeA=0.0912, TeA at max VA = 0.0912 at epoch 4
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 5: TrL=2.7729, TrA=0.1460, VL=2.8448, VA=0.1184, TeL=2.8387, TeA=0.1245, TeA at max VA = 0.1245 at epoch 5
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 6: TrL=2.5844, TrA=0.1749, VL=2.8509, VA=0.1240, TeL=2.8305, TeA=0.1225, TeA at max VA = 0.1225 at epoch 6
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 7: TrL=2.4495, TrA=0.2116, VL=2.8150, VA=0.1124, TeL=2.7845, TeA=0.1195, TeA at max VA = 0.1225 at epoch 6
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 8: TrL=2.3245, TrA=0.2426, VL=2.7872, VA=0.1351, TeL=2.7581, TeA=0.1310, TeA at max VA = 0.1310 at epoch 8
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 9: TrL=2.1997, TrA=0.2749, VL=2.8082, VA=0.1280, TeL=2.7858, TeA=0.1270, TeA at max VA = 0.1310 at epoch 8
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 10: TrL=2.0571, TrA=0.3173, VL=2.7867, VA=0.1426, TeL=2.7937, TeA=0.1406, TeA at max VA = 0.1406 at epoch 10
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 11: TrL=1.9597, TrA=0.3465, VL=2.9673, VA=0.1396, TeL=2.9297, TeA=0.1527, TeA at max VA = 0.1406 at epoch 10
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 12: TrL=1.8340, TrA=0.3911, VL=2.9723, VA=0.1406, TeL=2.9907, TeA=0.1366, TeA at max VA = 0.1406 at epoch 10
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 13: TrL=1.7054, TrA=0.4321, VL=3.0245, VA=0.1562, TeL=3.0049, TeA=0.1406, TeA at max VA = 0.1406 at epoch 13
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 14: TrL=1.5977, TrA=0.4623, VL=2.9694, VA=0.1573, TeL=2.9479, TeA=0.1517, TeA at max VA = 0.1517 at epoch 14
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 15: TrL=1.5045, TrA=0.5034, VL=3.0965, VA=0.1462, TeL=3.1052, TeA=0.1532, TeA at max VA = 0.1517 at epoch 14
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 16: TrL=1.3676, TrA=0.5419, VL=3.2022, VA=0.1436, TeL=3.1592, TeA=0.1583, TeA at max VA = 0.1517 at epoch 14
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 17: TrL=1.2734, TrA=0.5763, VL=3.2923, VA=0.1588, TeL=3.3122, TeA=0.1517, TeA at max VA = 0.1517 at epoch 17
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 18: TrL=1.1542, TrA=0.6190, VL=3.5319, VA=0.1562, TeL=3.4978, TeA=0.1436, TeA at max VA = 0.1517 at epoch 17
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 19: TrL=1.0987, TrA=0.6474, VL=3.5390, VA=0.1638, TeL=3.5715, TeA=0.1487, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 20: TrL=1.0116, TrA=0.6656, VL=3.6817, VA=0.1552, TeL=3.6719, TeA=0.1653, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 21: TrL=0.9253, TrA=0.6991, VL=3.8112, VA=0.1462, TeL=3.8389, TeA=0.1537, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 22: TrL=0.8413, TrA=0.7339, VL=3.9264, VA=0.1608, TeL=3.9389, TeA=0.1467, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 23: TrL=0.7436, TrA=0.7680, VL=4.1637, VA=0.1527, TeL=4.2267, TeA=0.1406, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 24: TrL=0.7272, TrA=0.7715, VL=4.2910, VA=0.1552, TeL=4.3073, TeA=0.1447, TeA at max VA = 0.1487 at epoch 19
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 25: TrL=0.7010, TrA=0.7777, VL=4.3152, VA=0.1668, TeL=4.3797, TeA=0.1537, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 26: TrL=0.5624, TrA=0.8239, VL=4.5132, VA=0.1557, TeL=4.5193, TeA=0.1452, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 27: TrL=0.4925, TrA=0.8505, VL=4.8660, VA=0.1447, TeL=4.8542, TeA=0.1507, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 28: TrL=0.5405, TrA=0.8338, VL=4.8573, VA=0.1467, TeL=4.8079, TeA=0.1537, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 29: TrL=0.5038, TrA=0.8423, VL=5.3368, VA=0.1436, TeL=5.1919, TeA=0.1472, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 30: TrL=0.5186, TrA=0.8502, VL=5.1219, VA=0.1603, TeL=5.1177, TeA=0.1426, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 31: TrL=0.3775, TrA=0.8874, VL=5.4021, VA=0.1436, TeL=5.3613, TeA=0.1472, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 32: TrL=0.4140, TrA=0.8750, VL=5.3571, VA=0.1512, TeL=5.2805, TeA=0.1547, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 33: TrL=0.4177, TrA=0.8709, VL=5.4340, VA=0.1472, TeL=5.5004, TeA=0.1406, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 34: TrL=0.3539, TrA=0.8910, VL=5.6064, VA=0.1477, TeL=5.5963, TeA=0.1532, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 35: TrL=0.2872, TrA=0.9185, VL=5.8838, VA=0.1517, TeL=5.9308, TeA=0.1406, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 36: TrL=0.3958, TrA=0.8842, VL=5.7759, VA=0.1492, TeL=5.8188, TeA=0.1442, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 37: TrL=0.3249, TrA=0.9038, VL=6.0644, VA=0.1421, TeL=5.9248, TeA=0.1507, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 38: TrL=0.2556, TrA=0.9264, VL=6.0968, VA=0.1512, TeL=6.1006, TeA=0.1431, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 39: TrL=0.2354, TrA=0.9342, VL=6.1620, VA=0.1436, TeL=6.1301, TeA=0.1426, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 40: TrL=0.2596, TrA=0.9295, VL=6.3288, VA=0.1376, TeL=6.3552, TeA=0.1391, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 41: TrL=0.3633, TrA=0.8866, VL=6.4888, VA=0.1497, TeL=6.4326, TeA=0.1351, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 42: TrL=0.3099, TrA=0.9088, VL=6.4270, VA=0.1537, TeL=6.4707, TeA=0.1361, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 43: TrL=0.2028, TrA=0.9430, VL=6.6636, VA=0.1411, TeL=6.5652, TeA=0.1431, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 44: TrL=0.1547, TrA=0.9593, VL=6.6474, VA=0.1583, TeL=6.6160, TeA=0.1336, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 45: TrL=0.2577, TrA=0.9251, VL=6.7959, VA=0.1502, TeL=6.7242, TeA=0.1467, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 46: TrL=0.2740, TrA=0.9181, VL=6.8707, VA=0.1381, TeL=6.8723, TeA=0.1477, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 47: TrL=0.2598, TrA=0.9181, VL=6.8936, VA=0.1452, TeL=6.8797, TeA=0.1416, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 48: TrL=0.1542, TrA=0.9576, VL=7.0563, VA=0.1522, TeL=7.1688, TeA=0.1361, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 49: TrL=0.0725, TrA=0.9852, VL=7.0957, VA=0.1588, TeL=6.9740, TeA=0.1502, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 50: TrL=0.1581, TrA=0.9585, VL=7.7306, VA=0.1341, TeL=7.7395, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 51: TrL=0.4667, TrA=0.8584, VL=6.9701, VA=0.1421, TeL=7.0697, TeA=0.1275, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 52: TrL=0.2543, TrA=0.9233, VL=7.2779, VA=0.1416, TeL=7.2177, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 53: TrL=0.1403, TrA=0.9632, VL=7.1090, VA=0.1522, TeL=7.0519, TeA=0.1472, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 54: TrL=0.1020, TrA=0.9774, VL=7.3876, VA=0.1497, TeL=7.3914, TeA=0.1346, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 55: TrL=0.2530, TrA=0.9235, VL=7.3935, VA=0.1356, TeL=7.5801, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 56: TrL=0.2696, TrA=0.9174, VL=7.2767, VA=0.1436, TeL=7.3212, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 57: TrL=0.1046, TrA=0.9723, VL=7.5036, VA=0.1452, TeL=7.4378, TeA=0.1386, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 58: TrL=0.0982, TrA=0.9755, VL=7.6246, VA=0.1442, TeL=7.5592, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 59: TrL=0.1988, TrA=0.9428, VL=7.8157, VA=0.1275, TeL=7.7233, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 60: TrL=0.2519, TrA=0.9225, VL=7.8461, VA=0.1351, TeL=7.8379, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 61: TrL=0.1925, TrA=0.9381, VL=7.7358, VA=0.1371, TeL=7.8184, TeA=0.1371, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 62: TrL=0.1303, TrA=0.9630, VL=7.7048, VA=0.1457, TeL=7.7898, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 63: TrL=0.0746, TrA=0.9806, VL=7.8410, VA=0.1462, TeL=7.7991, TeA=0.1331, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 64: TrL=0.2497, TrA=0.9288, VL=8.3602, VA=0.1265, TeL=8.3430, TeA=0.1240, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 65: TrL=0.3166, TrA=0.9003, VL=7.7939, VA=0.1502, TeL=7.7425, TeA=0.1411, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 66: TrL=0.1353, TrA=0.9652, VL=7.9634, VA=0.1416, TeL=8.0162, TeA=0.1265, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 67: TrL=0.1243, TrA=0.9649, VL=7.9125, VA=0.1502, TeL=7.9660, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 68: TrL=0.1360, TrA=0.9601, VL=7.9393, VA=0.1336, TeL=7.9155, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 69: TrL=0.1357, TrA=0.9623, VL=8.1520, VA=0.1321, TeL=8.1393, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 70: TrL=0.1018, TrA=0.9715, VL=8.4574, VA=0.1351, TeL=8.1843, TeA=0.1275, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 71: TrL=0.2039, TrA=0.9405, VL=8.5381, VA=0.1346, TeL=8.5676, TeA=0.1255, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 72: TrL=0.2379, TrA=0.9281, VL=8.1485, VA=0.1467, TeL=8.1334, TeA=0.1341, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 73: TrL=0.1643, TrA=0.9523, VL=8.2467, VA=0.1341, TeL=8.2273, TeA=0.1321, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 74: TrL=0.0714, TrA=0.9814, VL=8.1273, VA=0.1416, TeL=8.1702, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 75: TrL=0.1183, TrA=0.9668, VL=8.4237, VA=0.1467, TeL=8.5937, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 76: TrL=0.2656, TrA=0.9240, VL=8.6013, VA=0.1346, TeL=8.4879, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 77: TrL=0.1083, TrA=0.9688, VL=8.7343, VA=0.1250, TeL=8.7092, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 78: TrL=0.0943, TrA=0.9730, VL=8.5107, VA=0.1351, TeL=8.4204, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 79: TrL=0.1299, TrA=0.9628, VL=8.7345, VA=0.1285, TeL=8.4729, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 80: TrL=0.1977, TrA=0.9398, VL=8.6926, VA=0.1351, TeL=8.5481, TeA=0.1210, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 81: TrL=0.1041, TrA=0.9681, VL=8.5596, VA=0.1452, TeL=8.5839, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 82: TrL=0.1241, TrA=0.9681, VL=8.7378, VA=0.1442, TeL=8.8254, TeA=0.1195, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 83: TrL=0.2059, TrA=0.9345, VL=8.5760, VA=0.1396, TeL=8.4448, TeA=0.1396, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 84: TrL=0.0720, TrA=0.9795, VL=8.7489, VA=0.1321, TeL=8.5867, TeA=0.1391, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 85: TrL=0.0484, TrA=0.9878, VL=8.8984, VA=0.1366, TeL=8.6252, TeA=0.1396, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 86: TrL=0.0720, TrA=0.9804, VL=9.1962, VA=0.1326, TeL=9.0034, TeA=0.1341, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 87: TrL=0.2830, TrA=0.9144, VL=8.8756, VA=0.1290, TeL=8.7235, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 88: TrL=0.1887, TrA=0.9481, VL=8.9048, VA=0.1406, TeL=8.6453, TeA=0.1401, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 89: TrL=0.1267, TrA=0.9624, VL=8.8847, VA=0.1326, TeL=8.6159, TeA=0.1351, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 90: TrL=0.0704, TrA=0.9805, VL=8.9115, VA=0.1431, TeL=8.6500, TeA=0.1240, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 91: TrL=0.0530, TrA=0.9863, VL=8.8404, VA=0.1416, TeL=8.7440, TeA=0.1321, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 92: TrL=0.1236, TrA=0.9638, VL=9.1140, VA=0.1436, TeL=8.9577, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 93: TrL=0.2144, TrA=0.9331, VL=9.1434, VA=0.1305, TeL=8.8206, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 94: TrL=0.1617, TrA=0.9503, VL=9.1194, VA=0.1396, TeL=8.8810, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 95: TrL=0.0891, TrA=0.9741, VL=9.1158, VA=0.1295, TeL=8.9797, TeA=0.1351, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 96: TrL=0.1193, TrA=0.9654, VL=9.3852, VA=0.1351, TeL=8.8776, TeA=0.1346, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 97: TrL=0.1516, TrA=0.9522, VL=9.3567, VA=0.1326, TeL=8.9508, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 98: TrL=0.0917, TrA=0.9745, VL=9.4380, VA=0.1310, TeL=9.0935, TeA=0.1426, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 99: TrL=0.1002, TrA=0.9716, VL=9.3197, VA=0.1326, TeL=9.1946, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 100: TrL=0.0815, TrA=0.9754, VL=9.4416, VA=0.1290, TeL=9.2296, TeA=0.1341, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 101: TrL=0.1212, TrA=0.9652, VL=9.6677, VA=0.1275, TeL=9.3891, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 102: TrL=0.1870, TrA=0.9439, VL=9.4285, VA=0.1321, TeL=9.3277, TeA=0.1346, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 103: TrL=0.1247, TrA=0.9610, VL=9.3903, VA=0.1326, TeL=9.2396, TeA=0.1381, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 104: TrL=0.0710, TrA=0.9794, VL=9.5785, VA=0.1411, TeL=9.1957, TeA=0.1331, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 105: TrL=0.0435, TrA=0.9884, VL=9.5980, VA=0.1416, TeL=9.3397, TeA=0.1401, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 106: TrL=0.1172, TrA=0.9689, VL=9.7825, VA=0.1245, TeL=9.4898, TeA=0.1310, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 107: TrL=0.2195, TrA=0.9350, VL=9.6837, VA=0.1205, TeL=9.5688, TeA=0.1184, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 108: TrL=0.1533, TrA=0.9537, VL=9.7712, VA=0.1351, TeL=9.4897, TeA=0.1134, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 109: TrL=0.0814, TrA=0.9755, VL=9.5611, VA=0.1346, TeL=9.4327, TeA=0.1245, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 110: TrL=0.0414, TrA=0.9898, VL=9.6531, VA=0.1401, TeL=9.3290, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 111: TrL=0.0350, TrA=0.9902, VL=9.8299, VA=0.1305, TeL=9.5445, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 112: TrL=0.0751, TrA=0.9782, VL=9.8765, VA=0.1331, TeL=9.6318, TeA=0.1275, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 113: TrL=0.2413, TrA=0.9283, VL=9.8271, VA=0.1280, TeL=9.5540, TeA=0.1411, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 114: TrL=0.2137, TrA=0.9330, VL=9.6865, VA=0.1260, TeL=9.4983, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 115: TrL=0.0908, TrA=0.9720, VL=9.5820, VA=0.1356, TeL=9.5367, TeA=0.1230, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 116: TrL=0.0735, TrA=0.9794, VL=9.7648, VA=0.1351, TeL=9.5840, TeA=0.1230, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 117: TrL=0.1071, TrA=0.9696, VL=10.0723, VA=0.1205, TeL=9.9148, TeA=0.1245, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 118: TrL=0.1396, TrA=0.9595, VL=10.1240, VA=0.1280, TeL=9.8890, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 119: TrL=0.1043, TrA=0.9668, VL=9.7063, VA=0.1270, TeL=9.5406, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 120: TrL=0.0644, TrA=0.9837, VL=9.8121, VA=0.1366, TeL=9.7527, TeA=0.1391, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 121: TrL=0.1653, TrA=0.9561, VL=9.7858, VA=0.1230, TeL=9.6711, TeA=0.1305, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 122: TrL=0.1360, TrA=0.9600, VL=9.6724, VA=0.1436, TeL=9.6050, TeA=0.1275, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 123: TrL=0.0744, TrA=0.9784, VL=9.9694, VA=0.1300, TeL=9.8157, TeA=0.1270, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 124: TrL=0.1161, TrA=0.9660, VL=9.9581, VA=0.1290, TeL=9.7390, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 125: TrL=0.0800, TrA=0.9759, VL=10.0591, VA=0.1305, TeL=10.0247, TeA=0.1230, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 126: TrL=0.1196, TrA=0.9653, VL=10.1618, VA=0.1376, TeL=9.8144, TeA=0.1371, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 127: TrL=0.1053, TrA=0.9697, VL=10.1185, VA=0.1210, TeL=10.0609, TeA=0.1240, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 128: TrL=0.0840, TrA=0.9745, VL=10.1192, VA=0.1300, TeL=9.9333, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 129: TrL=0.0348, TrA=0.9901, VL=10.0623, VA=0.1346, TeL=9.9694, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 130: TrL=0.0651, TrA=0.9837, VL=10.1846, VA=0.1351, TeL=10.0600, TeA=0.1341, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 131: TrL=0.2612, TrA=0.9251, VL=10.2266, VA=0.1366, TeL=9.8988, TeA=0.1396, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 132: TrL=0.1787, TrA=0.9464, VL=9.9717, VA=0.1366, TeL=9.8010, TeA=0.1346, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 133: TrL=0.0514, TrA=0.9840, VL=10.1808, VA=0.1285, TeL=9.7874, TeA=0.1305, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 134: TrL=0.0212, TrA=0.9942, VL=10.0217, VA=0.1426, TeL=9.8530, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 135: TrL=0.0210, TrA=0.9953, VL=10.1133, VA=0.1366, TeL=9.9520, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 136: TrL=0.0547, TrA=0.9862, VL=10.4535, VA=0.1240, TeL=10.3033, TeA=0.1336, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 137: TrL=0.3507, TrA=0.9052, VL=10.1179, VA=0.1356, TeL=9.9879, TeA=0.1270, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 138: TrL=0.1043, TrA=0.9667, VL=9.8362, VA=0.1356, TeL=9.9967, TeA=0.1149, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 139: TrL=0.0754, TrA=0.9786, VL=9.9124, VA=0.1361, TeL=10.1204, TeA=0.1240, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 140: TrL=0.1114, TrA=0.9663, VL=9.9293, VA=0.1265, TeL=9.8452, TeA=0.1426, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 141: TrL=0.0513, TrA=0.9850, VL=10.1629, VA=0.1356, TeL=10.0945, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 142: TrL=0.0629, TrA=0.9808, VL=10.2175, VA=0.1436, TeL=10.2231, TeA=0.1240, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 143: TrL=0.0713, TrA=0.9786, VL=10.3838, VA=0.1326, TeL=10.2394, TeA=0.1300, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 144: TrL=0.1750, TrA=0.9494, VL=10.5185, VA=0.1346, TeL=10.4444, TeA=0.1255, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 145: TrL=0.1109, TrA=0.9652, VL=10.3032, VA=0.1426, TeL=10.2304, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 146: TrL=0.0520, TrA=0.9855, VL=10.3473, VA=0.1336, TeL=10.0743, TeA=0.1356, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 147: TrL=0.1010, TrA=0.9746, VL=10.3944, VA=0.1336, TeL=10.4247, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 148: TrL=0.1498, TrA=0.9547, VL=10.4909, VA=0.1416, TeL=10.4428, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 149: TrL=0.0985, TrA=0.9697, VL=10.5167, VA=0.1265, TeL=10.3192, TeA=0.1265, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 150: TrL=0.0529, TrA=0.9844, VL=10.6233, VA=0.1336, TeL=10.4649, TeA=0.1331, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 151: TrL=0.1181, TrA=0.9653, VL=10.6281, VA=0.1326, TeL=10.5746, TeA=0.1179, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 152: TrL=0.1000, TrA=0.9721, VL=10.6453, VA=0.1270, TeL=10.4830, TeA=0.1195, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 153: TrL=0.0710, TrA=0.9794, VL=10.5524, VA=0.1336, TeL=10.4986, TeA=0.1270, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 154: TrL=0.0704, TrA=0.9799, VL=10.6401, VA=0.1366, TeL=10.5647, TeA=0.1200, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 155: TrL=0.1583, TrA=0.9528, VL=10.6562, VA=0.1295, TeL=10.5075, TeA=0.1225, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 156: TrL=0.0993, TrA=0.9704, VL=10.4365, VA=0.1336, TeL=10.4345, TeA=0.1179, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 157: TrL=0.0481, TrA=0.9876, VL=10.5497, VA=0.1331, TeL=10.3660, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 158: TrL=0.0592, TrA=0.9838, VL=10.7775, VA=0.1376, TeL=10.7811, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 159: TrL=0.1600, TrA=0.9512, VL=10.6567, VA=0.1250, TeL=10.6371, TeA=0.1139, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 160: TrL=0.0929, TrA=0.9697, VL=10.6046, VA=0.1245, TeL=10.4102, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 161: TrL=0.0871, TrA=0.9755, VL=10.6531, VA=0.1139, TeL=10.5267, TeA=0.1270, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 162: TrL=0.0826, TrA=0.9752, VL=10.6080, VA=0.1265, TeL=10.6632, TeA=0.1200, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 163: TrL=0.0860, TrA=0.9748, VL=10.8582, VA=0.1260, TeL=10.6807, TeA=0.1220, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 164: TrL=0.0812, TrA=0.9745, VL=10.6429, VA=0.1376, TeL=10.7906, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 165: TrL=0.0893, TrA=0.9740, VL=10.6019, VA=0.1331, TeL=10.5687, TeA=0.1310, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 166: TrL=0.0656, TrA=0.9818, VL=10.5956, VA=0.1230, TeL=10.6959, TeA=0.1396, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 167: TrL=0.1539, TrA=0.9555, VL=10.9013, VA=0.1285, TeL=10.8497, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 168: TrL=0.0963, TrA=0.9691, VL=10.8411, VA=0.1310, TeL=10.8111, TeA=0.1341, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 169: TrL=0.0519, TrA=0.9855, VL=10.9308, VA=0.1270, TeL=10.8916, TeA=0.1310, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 170: TrL=0.0346, TrA=0.9897, VL=10.8098, VA=0.1295, TeL=10.8377, TeA=0.1265, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 171: TrL=0.0875, TrA=0.9751, VL=11.0058, VA=0.1361, TeL=11.0451, TeA=0.1184, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 172: TrL=0.1715, TrA=0.9506, VL=10.8905, VA=0.1290, TeL=11.0825, TeA=0.1265, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 173: TrL=0.1392, TrA=0.9599, VL=11.0457, VA=0.1356, TeL=11.0304, TeA=0.1235, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 174: TrL=0.0723, TrA=0.9775, VL=10.9916, VA=0.1295, TeL=11.1016, TeA=0.1285, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 175: TrL=0.0486, TrA=0.9839, VL=10.9283, VA=0.1215, TeL=11.0154, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 176: TrL=0.0486, TrA=0.9858, VL=10.8851, VA=0.1290, TeL=11.1067, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 177: TrL=0.0506, TrA=0.9858, VL=11.0819, VA=0.1220, TeL=10.8953, TeA=0.1386, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 178: TrL=0.1984, TrA=0.9430, VL=11.1759, VA=0.1169, TeL=11.0330, TeA=0.1164, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 179: TrL=0.1262, TrA=0.9589, VL=10.8730, VA=0.1386, TeL=10.8897, TeA=0.1346, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 180: TrL=0.0749, TrA=0.9765, VL=10.8543, VA=0.1280, TeL=11.0132, TeA=0.1255, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 181: TrL=0.0761, TrA=0.9759, VL=11.1838, VA=0.1316, TeL=11.0537, TeA=0.1230, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 182: TrL=0.0710, TrA=0.9804, VL=11.0618, VA=0.1275, TeL=11.0040, TeA=0.1245, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 183: TrL=0.0454, TrA=0.9870, VL=11.1020, VA=0.1280, TeL=10.9581, TeA=0.1225, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 184: TrL=0.0719, TrA=0.9769, VL=11.1866, VA=0.1235, TeL=11.0131, TeA=0.1305, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 185: TrL=0.1873, TrA=0.9482, VL=11.0911, VA=0.1195, TeL=11.0763, TeA=0.1205, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 186: TrL=0.0713, TrA=0.9766, VL=11.2164, VA=0.1260, TeL=10.9926, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 187: TrL=0.0728, TrA=0.9771, VL=11.1010, VA=0.1351, TeL=10.9147, TeA=0.1250, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 188: TrL=0.0731, TrA=0.9782, VL=11.2145, VA=0.1346, TeL=11.0199, TeA=0.1376, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 189: TrL=0.0331, TrA=0.9902, VL=11.0422, VA=0.1305, TeL=11.0297, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 190: TrL=0.0244, TrA=0.9925, VL=11.1416, VA=0.1230, TeL=11.2285, TeA=0.1356, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 191: TrL=0.1386, TrA=0.9601, VL=11.4475, VA=0.1285, TeL=11.5119, TeA=0.1179, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 192: TrL=0.2140, TrA=0.9378, VL=11.1952, VA=0.1255, TeL=11.1455, TeA=0.1225, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 193: TrL=0.0720, TrA=0.9769, VL=11.1721, VA=0.1250, TeL=11.0562, TeA=0.1280, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 194: TrL=0.0569, TrA=0.9823, VL=11.2673, VA=0.1310, TeL=11.0320, TeA=0.1326, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 195: TrL=0.0968, TrA=0.9712, VL=11.4451, VA=0.1235, TeL=11.2751, TeA=0.1260, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 196: TrL=0.0700, TrA=0.9781, VL=11.2153, VA=0.1386, TeL=11.1302, TeA=0.1290, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 197: TrL=0.0280, TrA=0.9926, VL=11.2484, VA=0.1411, TeL=11.1093, TeA=0.1316, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 198: TrL=0.0360, TrA=0.9906, VL=11.4294, VA=0.1290, TeL=11.2357, TeA=0.1295, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 199: TrL=0.1049, TrA=0.9667, VL=11.4216, VA=0.1260, TeL=11.2515, TeA=0.1245, TeA at max VA = 0.1537 at epoch 25
Model: lstm - Subject 0 - Time interval: [20-460] [20-460 Hz] - Epoch 200: TrL=0.1631, TrA=0.9520, VL=11.5066, VA=0.1215, TeL=11.6430, TeA=0.1260, TeA at max VA = 0.1537 at epoch 25