result_1.txt

['data/segment_0.txt', 'data/segment_1.txt', 'data/segment_2.txt', 'data/segment_3.txt']
CS544_Project-master/1k_test_data.txt
reading Tag:
reading trainging file:
reading test file:
tf_idf trainging file :
tf_idf test file:
520887
[[17, 80], [11, 13], [8, 14, 67], [0, 12, 9, 45], [32, 40], [2], [64], [1], [0, 23], [9, 54], [5], [20], [8, 13], [28], [9, 3], [0, 54], [30], [15, 10], [93], [13, 14], [0], [12], [17], [6], [1], [18, 22, 69], [10, 18, 22], [5], [4], [14, 13], [7], [4], [15, 60], [2], [26, 50], [18, 22], [17, 64, 97], [0], [22], [1, 55], [5], [6], [29, 34], [0, 10], [18, 38], [39], [63], [1, 33], [0, 23], [2], [32], [4], [74], [4], [22], [8, 14], [0, 24, 34, 55], [18], [0], [4, 36], [5], [6], [32, 48], [5], [9, 47], [2], [29], [12, 51], [6, 19], [15], [2, 10, 37], [81], [1], [9, 34], [17], [6], [1], [12, 40], [8], [93], [91], [3, 5], [5, 56], [51], [29], [11], [8, 13], [19], [7], [18, 24, 38], [9], [20, 57], [6], [2], [21], [17], [84, 28], [17], [3], [7], [5, 29], [4], [7], [11, 16, 52], [19], [13], [52], [80], [1, 68], [7, 19], [29], [2, 71], [13, 30], [37, 82], [29, 25], [99], [6], [2], [1], [1, 35], [2], [19], [8], [6, 19], [16, 50], [4], [0, 9], [0], [1], [3, 5], [7], [7, 31], [15, 89], [1], [21, 58], [18, 38], [0, 9], [0, 12], [0], [11, 16], [20], [15, 91], [18], [18, 38], [3, 85], [8, 43], [97], [2], [5, 33], [3], [4], [15], [45], [10], [5], [6, 42], [0, 77], [1], [2, 15, 62], [21], [0, 12], [8, 14], [4, 43], [6], [10], [39], [1, 83], [19], [0, 78], [39], [18], [13], [1], [29, 47], [4], [3, 16], [71], [7], [5], [2, 10], [18], [7, 40], [20, 79], [5], [19, 17], [18, 38], [5], [1], [19], [2, 5, 25], [64], [1, 55], [18, 22, 38], [15], [0, 9], [0, 6], [3], [39, 85], [2], [18], [4], [1, 68], [6, 90], [3, 27], [3], [0], [7], [15, 21], [20, 94], [4], [0, 12], [1, 17], [31, 81], [1], [1, 42], [3, 25], [47], [1], [8], [1, 3], [4], [2, 33], [37], [1], [21], [5], [87], [21, 81], [8, 14], [72], [19], [4], [2, 33], [8, 13], [3], [0, 79], [78], [4, 83], [88], [3], [19, 96], [4], [19, 28], [14, 13], [2], [15, 62], [25, 36], [8, 13], [8], [76], [0, 91], [19], [4], [5], [2, 33], [1], [2], [18, 26], [7], [20], [2], [2], [5], [15, 21], [60], [3, 52], [1], [85], [18, 38], [1], [0, 9, 12], [6], [1, 10, 15], [7, 31], [48, 80], [18, 22], [74], [41], [22], [2, 18], [21], [7, 19], [45], [0, 9, 99], [1], [0], [2], [14], [39], [8, 30], [2, 39], [9, 82], [2], [0], [9], [2], [0, 24], [9], [2, 10, 15, 26, 62], [6], [37], [10, 40], [86], [3, 16, 38], [9], [90], [11, 16], [6, 19, 54], [1, 2, 7, 31], [1], [0, 99], [3, 5], [2, 10], [0, 12], [4], [0, 15], [71], [25], [4], [2, 10, 15], [13], [17], [9], [5, 86], [94], [18], [8], [4, 8], [0], [68], [27, 64], [22], [17, 39], [15, 10, 26], [9], [13, 67], [85], [60], [17, 39], [20], [20], [3, 5, 56], [77], [0], [3], [17], [93], [6], [0], [2, 56], [0, 23], [0, 9], [4], [8, 11, 14, 30], [50], [5], [0, 57, 83], [77], [10], [6], [2, 5, 25], [2, 10], [87], [66], [13], [64], [8, 73], [1], [4, 50, 83, 43], [10], [6], [6], [4], [3, 5, 52, 85], [19], [9, 24], [63], [47], [0, 23, 78], [3, 11], [2], [3, 47], [39], [1, 75], [3], [3, 5], [7], [26, 15], [6, 20], [7], [8], [0, 44], [30], [0], [9, 29], [61], [47], [8], [95], [21], [13], [4], [0, 51, 55], [25], [8], [1, 68], [3, 5, 8, 16], [5, 11], [72], [35], [92], [29], [5, 25], [15, 21], [8], [10], [1, 4, 36], [46], [0, 55], [50], [35], [19, 45], [24, 65, 66], [6], [2, 53], [50], [17], [10, 45], [4], [0, 9], [1], [47], [14, 73, 67], [1], [29, 47], [3, 9], [37], [2, 11], [11, 16], [12, 34], [4], [6], [2, 10], [13, 36], [3], [5, 11], [10], [87], [5, 86], [0], [53], [2], [0, 12], [6], [31], [16, 85, 52], [1, 6], [2, 3], [1, 11], [85], [55], [1], [6, 99], [64], [2, 10], [0], [20, 17, 94], [48], [3, 5, 25], [23], [3, 9], [2, 82], [0, 29], [20, 19], [1], [8], [70], [2, 66], [9, 78], [4], [32], [12], [8], [5, 86], [0], [1], [17], [13, 67], [23], [46], [11, 37], [1, 6, 43], [7], [1, 75], [45], [3, 33], [2, 10, 11], [3, 52], [51, 55], [10], [3, 24], [32], [6], [5, 16], [71], [0, 23], [77], [0, 99], [2], [38, 96], [3, 5], [46], [4, 40], [9], [9, 21, 59], [0, 9, 59], [0, 12], [19], [0, 12], [47], [5], [2], [4], [58], [5], [20], [4], [7], [90], [2, 3, 11], [56], [2, 10], [20], [20], [66], [0, 12, 27], [17], [10], [7, 31], [4], [14], [17, 10, 26], [2, 24], [1], [4], [9, 54], [15], [0, 12, 9], [0], [2], [8, 14], [0, 3, 9, 12], [0], [11], [19, 39], [3, 5], [6, 19], [16], [20], [1], [8], [18, 22], [0], [2, 53], [13, 37], [4, 35], [15, 58], [3, 27, 49], [2, 3, 10], [5], [0, 41], [8, 13], [4, 80], [10], [52], [12, 59], [7], [7], [48], [1, 15], [0, 12, 54], [3], [72], [23], [3], [4], [0], [0, 20], [10], [2, 69], [2, 11], [1, 24], [77], [0], [1, 75], [8], [46], [2, 10], [0, 78], [54, 46], [99], [39], [4], [49], [1, 68], [13], [54], [8, 13], [32, 8], [23], [8], [39], [1, 40], [21], [4], [15, 21], [18, 38, 52], [0, 59], [28, 19], [4], [1], [0], [15], [12], [1], [15, 78], [20, 17], [4], [6, 20], [4], [4], [18], [1, 26, 75], [10], [3, 36], [3], [81], [46], [97], [93], [3, 11], [24], [5], [10, 17, 48], [2, 96], [4], [23], [69, 88], [1], [59], [2, 3], [61], [41], [46], [0, 6], [7], [10, 15], [0, 1], [9, 10], [4], [11], [93], [28, 19], [1], [0], [0, 53], [60], [18, 22], [15], [8], [10], [0], [0, 23], [6], [61], [20], [11, 16], [53], [19], [1, 42]]
learning: 
predicting: 
[(), (11,), (), (45,), (32,), (2, 5), (1, 64), (55,), (0, 23), (9, 40), (5,), (7,), (8,), (19, 28), (9,), (0, 6), (8, 30), (), (93,), (8, 13, 14), (0, 77), (15, 21), (17,), (6,), (), (), (15, 18), (5,), (4,), (13,), (7,), (4,), (15, 60), (2,), (), (), (17, 97), (), (), (), (5,), (6,), (29,), (10, 40), (61,), (39,), (63,), (1,), (23,), (2,), (), (4,), (), (4,), (33,), (), (55,), (), (0,), (4, 36), (5,), (6,), (32,), (3, 5), (), (2,), (), (51,), (6,), (1, 25), (2,), (71, 81), (1,), (), (), (6,), (1,), (0, 40), (8, 13), (3, 93), (), (3, 5), (5,), (51,), (29,), (), (8, 13, 14), (), (7, 17), (18, 22), (0, 9), (20,), (6,), (2,), (), (), (), (), (3,), (7, 71), (), (4,), (), (16,), (29,), (), (52,), (), (1, 68), (7,), (9,), (2, 71), (13,), (1, 82), (25,), (), (), (2,), (1,), (1, 35), (2,), (19,), (8,), (), (16,), (), (), (), (1,), (3, 5), (), (7, 31), (1, 89), (), (10,), (18,), (16,), (), (), (16,), (20,), (), (18, 61), (18, 22, 38), (), (8, 14), (97,), (2,), (5,), (3,), (4,), (2, 10), (), (), (5,), (), (0, 77), (1,), (2, 15), (), (), (8,), (4, 43), (6,), (10,), (39,), (1,), (19,), (0,), (39,), (), (), (1,), (29,), (4,), (), (71,), (), (5, 86), (2, 10), (), (7,), (20,), (5, 16), (17,), (18,), (5,), (1,), (), (2, 5), (64, 69), (1, 55), (22,), (15,), (), (0,), (3,), (85,), (2, 3), (), (4,), (68,), (6, 90), (27,), (), (), (7,), (15,), (6,), (1, 4), (), (1,), (31, 81), (1,), (), (3, 25), (), (1,), (8, 13, 14), (1, 3, 36), (4,), (), (37,), (1,), (21, 58), (3, 5, 85), (), (81,), (8,), (72,), (19,), (4,), (), (8, 13), (), (0,), (), (4,), (2, 88), (3, 5), (19,), (4,), (28,), (), (2,), (15, 21), (), (8, 14), (8,), (1, 76), (), (32,), (4,), (3, 5), (), (1,), (), (18, 22), (7,), (), (), (2,), (), (15,), (60,), (5,), (1,), (85,), (18,), (), (0, 12), (6,), (10,), (), (42,), (), (), (41,), (), (18,), (77,), (7,), (17,), (), (1,), (), (), (), (), (30,), (39,), (0, 12), (), (78,), (9,), (2,), (0, 24), (), (2, 10), (), (2, 37), (10, 40), (), (), (9,), (90,), (), (), (1,), (), (), (5,), (2, 5), (0,), (1, 4), (15,), (), (25,), (4,), (10,), (8, 14), (), (9,), (16,), (), (18,), (8,), (36,), (), (1, 60), (69,), (22,), (39,), (10,), (9,), (13,), (3,), (60,), (), (20,), (), (5, 56), (77,), (0,), (3,), (17,), (93,), (6,), (0, 21), (2,), (), (0, 9), (4,), (), (), (5,), (), (77,), (), (6,), (2, 3), (2, 10), (87,), (3,), (8, 13), (1,), (8, 13), (1,), (4,), (10,), (), (6,), (4,), (3, 11), (), (), (63,), (29,), (23,), (), (), (), (39,), (1, 75), (), (3, 5), (7,), (15,), (), (), (11,), (0, 23), (8,), (0,), (), (61,), (47,), (), (), (), (8, 14), (4,), (0,), (3,), (8, 14), (), (5, 16), (5,), (72,), (), (3, 92), (), (3, 5, 25), (21,), (8,), (), (4,), (), (0, 55), (), (1, 35), (), (81,), (6,), (53,), (17,), (), (2, 10, 45), (4,), (), (), (47,), (13, 14, 67), (), (), (), (37,), (2,), (16,), (), (4,), (20,), (10,), (36,), (3,), (5,), (10,), (), (5,), (), (53,), (2,), (0,), (), (31,), (16, 52), (1,), (2, 3), (), (85,), (1,), (), (6,), (64,), (2, 10), (), (20,), (), (3, 5), (23,), (3, 85, 92), (82,), (71,), (), (97,), (14,), (70,), (2, 65), (0, 12, 78), (), (19, 32), (), (8,), (5,), (0,), (1,), (), (8, 67), (23,), (), (), (1, 43), (7,), (), (45,), (), (2,), (5, 52, 86), (0, 9, 51, 55), (10, 17), (), (32,), (), (5, 16), (71,), (23,), (77,), (), (2,), (18, 38), (5,), (), (1,), (9,), (), (59,), (), (19,), (0, 12), (), (5,), (), (4,), (), (5,), (6,), (4,), (7,), (11, 56), (3,), (2,), (2, 15), (0, 20), (20,), (), (12,), (17,), (15,), (31,), (4,), (), (), (2, 24), (1,), (4,), (9,), (15,), (), (), (2, 16), (), (3, 12), (), (), (17,), (5,), (), (16,), (), (1,), (8, 16), (18, 22), (), (53,), (37,), (4,), (15,), (3, 27), (10,), (5,), (), (8, 13), (4,), (), (), (12, 59), (), (7,), (10,), (1,), (), (85,), (72,), (), (), (), (0,), (0,), (2, 10), (2,), (2,), (1, 24, 75), (77,), (0,), (1, 75), (), (46,), (), (29, 78), (72,), (6,), (), (4,), (), (1, 68), (), (46, 54), (8, 14), (8,), (23,), (8,), (39,), (), (), (4,), (), (18, 38, 52), (), (28,), (4,), (1,), (), (21, 24), (), (1,), (0, 78), (17,), (4, 68), (6, 20), (4,), (4,), (), (1,), (10,), (3,), (), (81,), (), (97,), (93,), (3,), (), (), (10, 48), (2, 96), (4,), (23,), (69, 88), (), (0,), (3,), (), (41,), (), (6,), (7,), (10, 15), (0,), (9,), (4,), (), (), (28,), (), (0,), (), (60,), (18, 22), (21,), (), (10,), (0,), (0,), (), (61,), (), (11, 16), (2,), (28,), (1, 57)]