Read 800 items
Read 1000 items
NAIVE BAYES (K=1):
Iteration 1 : log likelihood = -34252.89 log likelihood + penalty = -34738.15
Iteration 2 : log likelihood = -34252.89 log likelihood + penalty = -34738.15
Error rate on test cases: 0.19
SEED: 1
Iteration 1 : log likelihood = -34419.34 log likelihood + penalty = -36428.1
Iteration 2 : log likelihood = -33181.93 log likelihood + penalty = -35202.61
Iteration 3 : log likelihood = -29571.2 log likelihood + penalty = -31671.64
Iteration 4 : log likelihood = -28343.28 log likelihood + penalty = -30500.3
Iteration 5 : log likelihood = -28033.79 log likelihood + penalty = -30211.98
Iteration 6 : log likelihood = -27923.89 log likelihood + penalty = -30093.89
Iteration 7 : log likelihood = -27842.65 log likelihood + penalty = -30015.1
Iteration 8 : log likelihood = -27785.02 log likelihood + penalty = -29959.96
Iteration 9 : log likelihood = -27768.06 log likelihood + penalty = -29943.73
Iteration 10 : log likelihood = -27760.3 log likelihood + penalty = -29936.24
Iteration 11 : log likelihood = -27746.42 log likelihood + penalty = -29922.42
Iteration 12 : log likelihood = -27739 log likelihood + penalty = -29915.36
Iteration 13 : log likelihood = -27736.21 log likelihood + penalty = -29912.79
Iteration 14 : log likelihood = -27732.53 log likelihood + penalty = -29909.31
Iteration 15 : log likelihood = -27719.85 log likelihood + penalty = -29896.87
Iteration 16 : log likelihood = -27707.69 log likelihood + penalty = -29885.4
Iteration 17 : log likelihood = -27700.33 log likelihood + penalty = -29878.65
Iteration 18 : log likelihood = -27695.51 log likelihood + penalty = -29873.8
Iteration 19 : log likelihood = -27691.83 log likelihood + penalty = -29870.29
Iteration 20 : log likelihood = -27691.45 log likelihood + penalty = -29869.85
Iteration 21 : log likelihood = -27686.8 log likelihood + penalty = -29865.09
Iteration 22 : log likelihood = -27679.85 log likelihood + penalty = -29858.5
Iteration 23 : log likelihood = -27678.91 log likelihood + penalty = -29857.63
Iteration 24 : log likelihood = -27677.76 log likelihood + penalty = -29856.46
Iteration 25 : log likelihood = -27673.24 log likelihood + penalty = -29852.04
Iteration 26 : log likelihood = -27672.88 log likelihood + penalty = -29851.73
Iteration 27 : log likelihood = -27672.88 log likelihood + penalty = -29851.72
Iteration 28 : log likelihood = -27672.86 log likelihood + penalty = -29851.69
Iteration 29 : log likelihood = -27672.81 log likelihood + penalty = -29851.64
Iteration 30 : log likelihood = -27672.65 log likelihood + penalty = -29851.48
Iteration 31 : log likelihood = -27672.1 log likelihood + penalty = -29850.97
Iteration 32 : log likelihood = -27670.89 log likelihood + penalty = -29849.83
Iteration 33 : log likelihood = -27669.79 log likelihood + penalty = -29848.8
Iteration 34 : log likelihood = -27669.1 log likelihood + penalty = -29848.15
Iteration 35 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
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Iteration 47 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 48 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 49 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 50 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 51 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 52 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 53 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 54 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 55 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 56 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 57 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 58 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 59 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 60 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 61 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 62 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 63 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 64 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 65 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 66 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 67 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 68 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 69 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 70 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 71 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 72 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 73 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 74 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 75 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 76 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 77 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 78 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 79 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Iteration 80 : log likelihood = -27669.04 log likelihood + penalty = -29848.11
Error rate on test cases: 0.157
SEED: 2
Iteration 1 : log likelihood = -34415.17 log likelihood + penalty = -36423.98
Iteration 2 : log likelihood = -33143.23 log likelihood + penalty = -35162.92
Iteration 3 : log likelihood = -29451.58 log likelihood + penalty = -31550.94
Iteration 4 : log likelihood = -28294.74 log likelihood + penalty = -30462.53
Iteration 5 : log likelihood = -28021.92 log likelihood + penalty = -30214.03
Iteration 6 : log likelihood = -27941.59 log likelihood + penalty = -30139.24
Iteration 7 : log likelihood = -27901.12 log likelihood + penalty = -30100.38
Iteration 8 : log likelihood = -27866.44 log likelihood + penalty = -30066.4
Iteration 9 : log likelihood = -27848.47 log likelihood + penalty = -30048.99
Iteration 10 : log likelihood = -27835.17 log likelihood + penalty = -30035.9
Iteration 11 : log likelihood = -27820.91 log likelihood + penalty = -30022.06
Iteration 12 : log likelihood = -27808.33 log likelihood + penalty = -30009.84
Iteration 13 : log likelihood = -27796.51 log likelihood + penalty = -29997.93
Iteration 14 : log likelihood = -27789.21 log likelihood + penalty = -29990.4
Iteration 15 : log likelihood = -27786.72 log likelihood + penalty = -29987.94
Iteration 16 : log likelihood = -27782.47 log likelihood + penalty = -29983.81
Iteration 17 : log likelihood = -27771.19 log likelihood + penalty = -29973.07
Iteration 18 : log likelihood = -27760.21 log likelihood + penalty = -29962.69
Iteration 19 : log likelihood = -27745.19 log likelihood + penalty = -29948.45
Iteration 20 : log likelihood = -27740.47 log likelihood + penalty = -29943.9
Iteration 21 : log likelihood = -27739.14 log likelihood + penalty = -29942.6
Iteration 22 : log likelihood = -27738.43 log likelihood + penalty = -29942.02
Iteration 23 : log likelihood = -27738.05 log likelihood + penalty = -29941.7
Iteration 24 : log likelihood = -27737.01 log likelihood + penalty = -29940.7
Iteration 25 : log likelihood = -27734.23 log likelihood + penalty = -29938.11
Iteration 26 : log likelihood = -27733.1 log likelihood + penalty = -29937.12
Iteration 27 : log likelihood = -27729.27 log likelihood + penalty = -29933.35
Iteration 28 : log likelihood = -27727.37 log likelihood + penalty = -29931.59
Iteration 29 : log likelihood = -27727.05 log likelihood + penalty = -29931.26
Iteration 30 : log likelihood = -27725.48 log likelihood + penalty = -29929.69
Iteration 31 : log likelihood = -27723.67 log likelihood + penalty = -29928
Iteration 32 : log likelihood = -27722.99 log likelihood + penalty = -29927.39
Iteration 33 : log likelihood = -27720.75 log likelihood + penalty = -29925.21
Iteration 34 : log likelihood = -27717.53 log likelihood + penalty = -29922.18
Iteration 35 : log likelihood = -27717.44 log likelihood + penalty = -29922.14
Iteration 36 : log likelihood = -27717.43 log likelihood + penalty = -29922.12
Iteration 37 : log likelihood = -27717.4 log likelihood + penalty = -29922.08
Iteration 38 : log likelihood = -27717.25 log likelihood + penalty = -29921.9
Iteration 39 : log likelihood = -27716.1 log likelihood + penalty = -29920.72
Iteration 40 : log likelihood = -27714.33 log likelihood + penalty = -29918.99
Iteration 41 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 42 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 43 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 44 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 45 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 46 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 47 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 48 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 49 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 50 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 51 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 52 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 53 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 54 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 55 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 56 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 57 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 58 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 59 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 60 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 61 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 62 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 63 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 64 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 65 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 66 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 67 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 68 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 69 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 70 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 71 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 72 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 73 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 74 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 75 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 76 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 77 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 78 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 79 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Iteration 80 : log likelihood = -27714.24 log likelihood + penalty = -29918.95
Error rate on test cases: 0.151
SEED: 3
Iteration 1 : log likelihood = -34417.02 log likelihood + penalty = -36425.79
Iteration 2 : log likelihood = -33094.27 log likelihood + penalty = -35116.37
Iteration 3 : log likelihood = -29620.86 log likelihood + penalty = -31726.53
Iteration 4 : log likelihood = -28294.48 log likelihood + penalty = -30471.92
Iteration 5 : log likelihood = -27932.43 log likelihood + penalty = -30135.65
Iteration 6 : log likelihood = -27832.58 log likelihood + penalty = -30043.16
Iteration 7 : log likelihood = -27784.75 log likelihood + penalty = -29998.46
Iteration 8 : log likelihood = -27754.21 log likelihood + penalty = -29969.16
Iteration 9 : log likelihood = -27739.86 log likelihood + penalty = -29955.1
Iteration 10 : log likelihood = -27724.15 log likelihood + penalty = -29939.28
Iteration 11 : log likelihood = -27701.99 log likelihood + penalty = -29917.43
Iteration 12 : log likelihood = -27682.38 log likelihood + penalty = -29898.36
Iteration 13 : log likelihood = -27666.27 log likelihood + penalty = -29882.99
Iteration 14 : log likelihood = -27656.91 log likelihood + penalty = -29874.19
Iteration 15 : log likelihood = -27652.43 log likelihood + penalty = -29869.53
Iteration 16 : log likelihood = -27646.01 log likelihood + penalty = -29862.73
Iteration 17 : log likelihood = -27641.7 log likelihood + penalty = -29858.13
Iteration 18 : log likelihood = -27639.1 log likelihood + penalty = -29855.35
Iteration 19 : log likelihood = -27630.99 log likelihood + penalty = -29847.1
Iteration 20 : log likelihood = -27628.24 log likelihood + penalty = -29844.29
Iteration 21 : log likelihood = -27626.06 log likelihood + penalty = -29841.9
Iteration 22 : log likelihood = -27622.24 log likelihood + penalty = -29838.06
Iteration 23 : log likelihood = -27620.72 log likelihood + penalty = -29836.79
Iteration 24 : log likelihood = -27617.3 log likelihood + penalty = -29833.53
Iteration 25 : log likelihood = -27616.13 log likelihood + penalty = -29832.57
Iteration 26 : log likelihood = -27615.95 log likelihood + penalty = -29832.38
Iteration 27 : log likelihood = -27615.66 log likelihood + penalty = -29832.08
Iteration 28 : log likelihood = -27614.95 log likelihood + penalty = -29831.36
Iteration 29 : log likelihood = -27613.48 log likelihood + penalty = -29829.89
Iteration 30 : log likelihood = -27611.16 log likelihood + penalty = -29827.63
Iteration 31 : log likelihood = -27609.76 log likelihood + penalty = -29826.34
Iteration 32 : log likelihood = -27609.5 log likelihood + penalty = -29826.1
Iteration 33 : log likelihood = -27609.44 log likelihood + penalty = -29826.04
Iteration 34 : log likelihood = -27609.23 log likelihood + penalty = -29825.79
Iteration 35 : log likelihood = -27607.6 log likelihood + penalty = -29824.1
Iteration 36 : log likelihood = -27605.49 log likelihood + penalty = -29822.11
Iteration 37 : log likelihood = -27605.41 log likelihood + penalty = -29822.07
Iteration 38 : log likelihood = -27605.37 log likelihood + penalty = -29822.04
Iteration 39 : log likelihood = -27605.33 log likelihood + penalty = -29822
Iteration 40 : log likelihood = -27605.28 log likelihood + penalty = -29821.96
Iteration 41 : log likelihood = -27605.23 log likelihood + penalty = -29821.92
Iteration 42 : log likelihood = -27605.2 log likelihood + penalty = -29821.9
Iteration 43 : log likelihood = -27605.17 log likelihood + penalty = -29821.88
Iteration 44 : log likelihood = -27605.16 log likelihood + penalty = -29821.88
Iteration 45 : log likelihood = -27605.16 log likelihood + penalty = -29821.88
Iteration 46 : log likelihood = -27605.16 log likelihood + penalty = -29821.88
Iteration 47 : log likelihood = -27605.16 log likelihood + penalty = -29821.88
Iteration 48 : log likelihood = -27605.16 log likelihood + penalty = -29821.88
Iteration 49 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 50 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 51 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 52 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 53 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 54 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 55 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 56 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 57 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 58 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
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Iteration 60 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
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Iteration 62 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 63 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 64 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 65 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 66 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 67 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 68 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 69 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 70 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 71 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 72 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 73 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 74 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 75 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 76 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 77 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 78 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 79 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Iteration 80 : log likelihood = -27605.15 log likelihood + penalty = -29821.88
Error rate on test cases: 0.158
SEED: 4
Iteration 1 : log likelihood = -34418.09 log likelihood + penalty = -36426.84
Iteration 2 : log likelihood = -33202.11 log likelihood + penalty = -35222.21
Iteration 3 : log likelihood = -29375.68 log likelihood + penalty = -31470.31
Iteration 4 : log likelihood = -28109.86 log likelihood + penalty = -30288.97
Iteration 5 : log likelihood = -27918.02 log likelihood + penalty = -30116.04
Iteration 6 : log likelihood = -27848.63 log likelihood + penalty = -30050.56
Iteration 7 : log likelihood = -27794.51 log likelihood + penalty = -29997.49
Iteration 8 : log likelihood = -27771.57 log likelihood + penalty = -29975.56
Iteration 9 : log likelihood = -27756.5 log likelihood + penalty = -29960.42
Iteration 10 : log likelihood = -27748.93 log likelihood + penalty = -29952.92
Iteration 11 : log likelihood = -27745.18 log likelihood + penalty = -29949.23
Iteration 12 : log likelihood = -27739.61 log likelihood + penalty = -29943.55
Iteration 13 : log likelihood = -27733.89 log likelihood + penalty = -29937.63
Iteration 14 : log likelihood = -27731.09 log likelihood + penalty = -29934.4
Iteration 15 : log likelihood = -27730.07 log likelihood + penalty = -29933.22
Iteration 16 : log likelihood = -27729.01 log likelihood + penalty = -29932.16
Iteration 17 : log likelihood = -27726.74 log likelihood + penalty = -29929.96
Iteration 18 : log likelihood = -27721.96 log likelihood + penalty = -29925.21
Iteration 19 : log likelihood = -27720.76 log likelihood + penalty = -29923.87
Iteration 20 : log likelihood = -27717.96 log likelihood + penalty = -29920.83
Iteration 21 : log likelihood = -27706.84 log likelihood + penalty = -29910.07
Iteration 22 : log likelihood = -27706.08 log likelihood + penalty = -29909.65
Iteration 23 : log likelihood = -27705.94 log likelihood + penalty = -29909.52
Iteration 24 : log likelihood = -27705.74 log likelihood + penalty = -29909.33
Iteration 25 : log likelihood = -27705.49 log likelihood + penalty = -29909.08
Iteration 26 : log likelihood = -27705.25 log likelihood + penalty = -29908.86
Iteration 27 : log likelihood = -27705.14 log likelihood + penalty = -29908.75
Iteration 28 : log likelihood = -27705.11 log likelihood + penalty = -29908.72
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Iteration 37 : log likelihood = -27705.13 log likelihood + penalty = -29908.71
Iteration 38 : log likelihood = -27705.13 log likelihood + penalty = -29908.7
Iteration 39 : log likelihood = -27705.12 log likelihood + penalty = -29908.67
Iteration 40 : log likelihood = -27705.01 log likelihood + penalty = -29908.53
Iteration 41 : log likelihood = -27704.11 log likelihood + penalty = -29907.56
Iteration 42 : log likelihood = -27702.55 log likelihood + penalty = -29905.93
Iteration 43 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
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Iteration 50 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
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Iteration 71 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Iteration 72 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Iteration 73 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Iteration 74 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
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Iteration 78 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Iteration 79 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Iteration 80 : log likelihood = -27702.45 log likelihood + penalty = -29905.86
Error rate on test cases: 0.156
SEED: 5
Iteration 1 : log likelihood = -34419.62 log likelihood + penalty = -36428.33
Iteration 2 : log likelihood = -33143.94 log likelihood + penalty = -35162.49
Iteration 3 : log likelihood = -29406.68 log likelihood + penalty = -31502.33
Iteration 4 : log likelihood = -28159.4 log likelihood + penalty = -30341.39
Iteration 5 : log likelihood = -27921.72 log likelihood + penalty = -30121.68
Iteration 6 : log likelihood = -27811.81 log likelihood + penalty = -30015.84
Iteration 7 : log likelihood = -27715.65 log likelihood + penalty = -29921.12
Iteration 8 : log likelihood = -27649.12 log likelihood + penalty = -29853.58
Iteration 9 : log likelihood = -27615.86 log likelihood + penalty = -29820.9
Iteration 10 : log likelihood = -27589.49 log likelihood + penalty = -29794.99
Iteration 11 : log likelihood = -27586.86 log likelihood + penalty = -29792.32
Iteration 12 : log likelihood = -27585.71 log likelihood + penalty = -29791.06
Iteration 13 : log likelihood = -27584.99 log likelihood + penalty = -29790.19
Iteration 14 : log likelihood = -27583.02 log likelihood + penalty = -29787.97
Iteration 15 : log likelihood = -27578.71 log likelihood + penalty = -29783.54
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Iteration 72 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
Iteration 73 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
Iteration 74 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
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Iteration 78 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
Iteration 79 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
Iteration 80 : log likelihood = -27564.16 log likelihood + penalty = -29769.64
Error rate on test cases: 0.166
SEED: 6
Iteration 1 : log likelihood = -34425.7 log likelihood + penalty = -36434.41
Iteration 2 : log likelihood = -33328.12 log likelihood + penalty = -35346.64
Iteration 3 : log likelihood = -29546.78 log likelihood + penalty = -31642.37
Iteration 4 : log likelihood = -28177.01 log likelihood + penalty = -30356.56
Iteration 5 : log likelihood = -27815.39 log likelihood + penalty = -30025.52
Iteration 6 : log likelihood = -27698.62 log likelihood + penalty = -29918.48
Iteration 7 : log likelihood = -27647.2 log likelihood + penalty = -29869.76
Iteration 8 : log likelihood = -27617.39 log likelihood + penalty = -29841.24
Iteration 9 : log likelihood = -27601.24 log likelihood + penalty = -29826.3
Iteration 10 : log likelihood = -27594.79 log likelihood + penalty = -29820.68
Iteration 11 : log likelihood = -27588.21 log likelihood + penalty = -29814.58
Iteration 12 : log likelihood = -27584.05 log likelihood + penalty = -29811.09
Iteration 13 : log likelihood = -27582.37 log likelihood + penalty = -29809.55
Iteration 14 : log likelihood = -27578.58 log likelihood + penalty = -29805.94
Iteration 15 : log likelihood = -27572.48 log likelihood + penalty = -29800.11
Iteration 16 : log likelihood = -27569.17 log likelihood + penalty = -29797.1
Iteration 17 : log likelihood = -27568.26 log likelihood + penalty = -29796.28
Iteration 18 : log likelihood = -27567.76 log likelihood + penalty = -29795.73
Iteration 19 : log likelihood = -27566.62 log likelihood + penalty = -29794.52
Iteration 20 : log likelihood = -27560.56 log likelihood + penalty = -29788.3
Iteration 21 : log likelihood = -27547.67 log likelihood + penalty = -29774.99
Iteration 22 : log likelihood = -27541.81 log likelihood + penalty = -29768.7
Iteration 23 : log likelihood = -27539.1 log likelihood + penalty = -29765.87
Iteration 24 : log likelihood = -27537.17 log likelihood + penalty = -29763.91
Iteration 25 : log likelihood = -27536.8 log likelihood + penalty = -29763.48
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Iteration 27 : log likelihood = -27535.98 log likelihood + penalty = -29762.55
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Iteration 71 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 72 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 73 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 74 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 75 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
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Iteration 78 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 79 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Iteration 80 : log likelihood = -27532.26 log likelihood + penalty = -29759.04
Error rate on test cases: 0.162
SEED: 7
Iteration 1 : log likelihood = -34421.75 log likelihood + penalty = -36430.52
Iteration 2 : log likelihood = -33284.17 log likelihood + penalty = -35303.08
Iteration 3 : log likelihood = -29436.36 log likelihood + penalty = -31530.92
Iteration 4 : log likelihood = -28220.06 log likelihood + penalty = -30377.28
Iteration 5 : log likelihood = -27930.98 log likelihood + penalty = -30111.62
Iteration 6 : log likelihood = -27826.81 log likelihood + penalty = -30014.74
Iteration 7 : log likelihood = -27798.4 log likelihood + penalty = -29989.39
Iteration 8 : log likelihood = -27764.31 log likelihood + penalty = -29957.14
Iteration 9 : log likelihood = -27741.54 log likelihood + penalty = -29935.63
Iteration 10 : log likelihood = -27731.65 log likelihood + penalty = -29926.23
Iteration 11 : log likelihood = -27719.99 log likelihood + penalty = -29913.58
Iteration 12 : log likelihood = -27715.46 log likelihood + penalty = -29909.3
Iteration 13 : log likelihood = -27711.78 log likelihood + penalty = -29905.4
Iteration 14 : log likelihood = -27705.44 log likelihood + penalty = -29898.56
Iteration 15 : log likelihood = -27701.85 log likelihood + penalty = -29894.48
Iteration 16 : log likelihood = -27700.8 log likelihood + penalty = -29893.2
Iteration 17 : log likelihood = -27700.64 log likelihood + penalty = -29892.97
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Iteration 19 : log likelihood = -27699.21 log likelihood + penalty = -29891.25
Iteration 20 : log likelihood = -27697.48 log likelihood + penalty = -29889.34
Iteration 21 : log likelihood = -27696.83 log likelihood + penalty = -29888.74
Iteration 22 : log likelihood = -27696.35 log likelihood + penalty = -29888.25
Iteration 23 : log likelihood = -27695.72 log likelihood + penalty = -29887.56
Iteration 24 : log likelihood = -27694.06 log likelihood + penalty = -29885.72
Iteration 25 : log likelihood = -27690.74 log likelihood + penalty = -29882.23
Iteration 26 : log likelihood = -27688.85 log likelihood + penalty = -29880.44
Iteration 27 : log likelihood = -27688.6 log likelihood + penalty = -29880.24
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Iteration 32 : log likelihood = -27688.1 log likelihood + penalty = -29879.7
Iteration 33 : log likelihood = -27683.29 log likelihood + penalty = -29875.04
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Iteration 35 : log likelihood = -27680.45 log likelihood + penalty = -29872.71
Iteration 36 : log likelihood = -27679.12 log likelihood + penalty = -29871.62
Iteration 37 : log likelihood = -27678.72 log likelihood + penalty = -29871.39
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Iteration 39 : log likelihood = -27678.7 log likelihood + penalty = -29871.38
Iteration 40 : log likelihood = -27678.69 log likelihood + penalty = -29871.37
Iteration 41 : log likelihood = -27678.68 log likelihood + penalty = -29871.35
Iteration 42 : log likelihood = -27678.64 log likelihood + penalty = -29871.31
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Iteration 45 : log likelihood = -27678.15 log likelihood + penalty = -29870.8
Iteration 46 : log likelihood = -27677.96 log likelihood + penalty = -29870.61
Iteration 47 : log likelihood = -27677.82 log likelihood + penalty = -29870.46
Iteration 48 : log likelihood = -27677.77 log likelihood + penalty = -29870.39
Iteration 49 : log likelihood = -27677.75 log likelihood + penalty = -29870.37
Iteration 50 : log likelihood = -27677.74 log likelihood + penalty = -29870.36
Iteration 51 : log likelihood = -27677.72 log likelihood + penalty = -29870.34
Iteration 52 : log likelihood = -27677.69 log likelihood + penalty = -29870.31
Iteration 53 : log likelihood = -27677.65 log likelihood + penalty = -29870.25
Iteration 54 : log likelihood = -27677.57 log likelihood + penalty = -29870.17
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Iteration 56 : log likelihood = -27677.44 log likelihood + penalty = -29870.02
Iteration 57 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
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Iteration 71 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 72 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 73 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 74 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 75 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 76 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 77 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 78 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 79 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Iteration 80 : log likelihood = -27677.43 log likelihood + penalty = -29870.01
Error rate on test cases: 0.163
SEED: 8
Iteration 1 : log likelihood = -34421.82 log likelihood + penalty = -36430.58
Iteration 2 : log likelihood = -33281.42 log likelihood + penalty = -35300.6
Iteration 3 : log likelihood = -29752.23 log likelihood + penalty = -31841.05
Iteration 4 : log likelihood = -28444.42 log likelihood + penalty = -30609.6
Iteration 5 : log likelihood = -28141.17 log likelihood + penalty = -30331.7
Iteration 6 : log likelihood = -28017.98 log likelihood + penalty = -30214.73
Iteration 7 : log likelihood = -27957.63 log likelihood + penalty = -30157.73
Iteration 8 : log likelihood = -27922.81 log likelihood + penalty = -30124.28
Iteration 9 : log likelihood = -27889.16 log likelihood + penalty = -30089.79
Iteration 10 : log likelihood = -27869.74 log likelihood + penalty = -30070.63
Iteration 11 : log likelihood = -27863.23 log likelihood + penalty = -30064.6
Iteration 12 : log likelihood = -27859 log likelihood + penalty = -30060.6
Iteration 13 : log likelihood = -27856.23 log likelihood + penalty = -30057.81
Iteration 14 : log likelihood = -27849.85 log likelihood + penalty = -30051.06
Iteration 15 : log likelihood = -27832.22 log likelihood + penalty = -30031.57
Iteration 16 : log likelihood = -27819.97 log likelihood + penalty = -30018.91
Iteration 17 : log likelihood = -27810.76 log likelihood + penalty = -30009.59
Iteration 18 : log likelihood = -27808.38 log likelihood + penalty = -30007.35
Iteration 19 : log likelihood = -27808.08 log likelihood + penalty = -30006.97
Iteration 20 : log likelihood = -27807.13 log likelihood + penalty = -30005.88
Iteration 21 : log likelihood = -27803.23 log likelihood + penalty = -30001.73
Iteration 22 : log likelihood = -27800.58 log likelihood + penalty = -29998.98
Iteration 23 : log likelihood = -27799.93 log likelihood + penalty = -29998.41
Iteration 24 : log likelihood = -27799.42 log likelihood + penalty = -29997.94
Iteration 25 : log likelihood = -27798.93 log likelihood + penalty = -29997.46
Iteration 26 : log likelihood = -27798.11 log likelihood + penalty = -29996.64
Iteration 27 : log likelihood = -27795.71 log likelihood + penalty = -29994.25
Iteration 28 : log likelihood = -27793.2 log likelihood + penalty = -29991.9
Iteration 29 : log likelihood = -27792.7 log likelihood + penalty = -29991.46
Iteration 30 : log likelihood = -27792.67 log likelihood + penalty = -29991.45
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Iteration 42 : log likelihood = -27792.68 log likelihood + penalty = -29991.45
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Iteration 50 : log likelihood = -27792.68 log likelihood + penalty = -29991.45
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Iteration 53 : log likelihood = -27792.69 log likelihood + penalty = -29991.45
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Iteration 58 : log likelihood = -27792.7 log likelihood + penalty = -29991.44
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Iteration 60 : log likelihood = -27792.71 log likelihood + penalty = -29991.44
Iteration 61 : log likelihood = -27792.7 log likelihood + penalty = -29991.41
Iteration 62 : log likelihood = -27792.55 log likelihood + penalty = -29991.24
Iteration 63 : log likelihood = -27791.21 log likelihood + penalty = -29989.85
Iteration 64 : log likelihood = -27789.24 log likelihood + penalty = -29987.91
Iteration 65 : log likelihood = -27789.11 log likelihood + penalty = -29987.78
Iteration 66 : log likelihood = -27788.96 log likelihood + penalty = -29987.59
Iteration 67 : log likelihood = -27788.06 log likelihood + penalty = -29986.65
Iteration 68 : log likelihood = -27786.48 log likelihood + penalty = -29985.1
Iteration 69 : log likelihood = -27786.31 log likelihood + penalty = -29984.98
Iteration 70 : log likelihood = -27786.31 log likelihood + penalty = -29984.95
Iteration 71 : log likelihood = -27786.08 log likelihood + penalty = -29984.68
Iteration 72 : log likelihood = -27780.31 log likelihood + penalty = -29978.75
Iteration 73 : log likelihood = -27771.01 log likelihood + penalty = -29970.02
Iteration 74 : log likelihood = -27769.68 log likelihood + penalty = -29968.8
Iteration 75 : log likelihood = -27769.64 log likelihood + penalty = -29968.77
Iteration 76 : log likelihood = -27769.54 log likelihood + penalty = -29968.67
Iteration 77 : log likelihood = -27768.32 log likelihood + penalty = -29967.47
Iteration 78 : log likelihood = -27763.61 log likelihood + penalty = -29963.03
Iteration 79 : log likelihood = -27763.22 log likelihood + penalty = -29962.8
Iteration 80 : log likelihood = -27763.22 log likelihood + penalty = -29962.8
Error rate on test cases: 0.159
SEED: 9
Iteration 1 : log likelihood = -34416.11 log likelihood + penalty = -36424.91
Iteration 2 : log likelihood = -33100.95 log likelihood + penalty = -35121.83
Iteration 3 : log likelihood = -29417.59 log likelihood + penalty = -31520.22
Iteration 4 : log likelihood = -28309.41 log likelihood + penalty = -30481.12
Iteration 5 : log likelihood = -28012.04 log likelihood + penalty = -30209.59
Iteration 6 : log likelihood = -27889.09 log likelihood + penalty = -30095.17
Iteration 7 : log likelihood = -27834.21 log likelihood + penalty = -30044.78
Iteration 8 : log likelihood = -27789.22 log likelihood + penalty = -30001.79
Iteration 9 : log likelihood = -27761.2 log likelihood + penalty = -29975.6
Iteration 10 : log likelihood = -27748.99 log likelihood + penalty = -29964.44
Iteration 11 : log likelihood = -27742.4 log likelihood + penalty = -29958.13
Iteration 12 : log likelihood = -27736.1 log likelihood + penalty = -29951.91
Iteration 13 : log likelihood = -27731.37 log likelihood + penalty = -29947.35
Iteration 14 : log likelihood = -27725.26 log likelihood + penalty = -29941.25
Iteration 15 : log likelihood = -27720.11 log likelihood + penalty = -29936.19
Iteration 16 : log likelihood = -27711.47 log likelihood + penalty = -29927.45
Iteration 17 : log likelihood = -27704.12 log likelihood + penalty = -29919.98
Iteration 18 : log likelihood = -27695.01 log likelihood + penalty = -29910.82
Iteration 19 : log likelihood = -27689.72 log likelihood + penalty = -29905.64
Iteration 20 : log likelihood = -27684.89 log likelihood + penalty = -29900.58
Iteration 21 : log likelihood = -27681.47 log likelihood + penalty = -29896.9
Iteration 22 : log likelihood = -27675.44 log likelihood + penalty = -29890.38
Iteration 23 : log likelihood = -27663.4 log likelihood + penalty = -29877.83
Iteration 24 : log likelihood = -27652 log likelihood + penalty = -29865.75
Iteration 25 : log likelihood = -27648.62 log likelihood + penalty = -29862.01
Iteration 26 : log likelihood = -27647.12 log likelihood + penalty = -29860.47
Iteration 27 : log likelihood = -27642.04 log likelihood + penalty = -29855.34
Iteration 28 : log likelihood = -27629.5 log likelihood + penalty = -29842.94
Iteration 29 : log likelihood = -27618.5 log likelihood + penalty = -29832.96
Iteration 30 : log likelihood = -27617.54 log likelihood + penalty = -29831.99
Iteration 31 : log likelihood = -27608.79 log likelihood + penalty = -29823.35
Iteration 32 : log likelihood = -27600.73 log likelihood + penalty = -29815.81
Iteration 33 : log likelihood = -27599.78 log likelihood + penalty = -29814.87
Iteration 34 : log likelihood = -27594.49 log likelihood + penalty = -29809.6
Iteration 35 : log likelihood = -27586.75 log likelihood + penalty = -29802.16
Iteration 36 : log likelihood = -27576.48 log likelihood + penalty = -29791.77
Iteration 37 : log likelihood = -27574.65 log likelihood + penalty = -29790.16
Iteration 38 : log likelihood = -27574.65 log likelihood + penalty = -29790.16
Iteration 39 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 40 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 41 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 42 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 43 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 44 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 45 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 46 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 47 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 48 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 49 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 50 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 51 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 52 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 53 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 54 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 55 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 56 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 57 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 58 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 59 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 60 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 61 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 62 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 63 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 64 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 65 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 66 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 67 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 68 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 69 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 70 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 71 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 72 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 73 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 74 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 75 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 76 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 77 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 78 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 79 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Iteration 80 : log likelihood = -27574.66 log likelihood + penalty = -29790.16
Error rate on test cases: 0.158
SEED: 10
Iteration 1 : log likelihood = -34411.1 log likelihood + penalty = -36419.89
Iteration 2 : log likelihood = -33057.84 log likelihood + penalty = -35078.98
Iteration 3 : log likelihood = -29452.82 log likelihood + penalty = -31551.8
Iteration 4 : log likelihood = -28289.94 log likelihood + penalty = -30464.51
Iteration 5 : log likelihood = -28032.64 log likelihood + penalty = -30227.07
Iteration 6 : log likelihood = -27919.39 log likelihood + penalty = -30118.73
Iteration 7 : log likelihood = -27873.25 log likelihood + penalty = -30074.92
Iteration 8 : log likelihood = -27856.65 log likelihood + penalty = -30058.72
Iteration 9 : log likelihood = -27833.23 log likelihood + penalty = -30035.34
Iteration 10 : log likelihood = -27827.41 log likelihood + penalty = -30029.79
Iteration 11 : log likelihood = -27824.65 log likelihood + penalty = -30027.2
Iteration 12 : log likelihood = -27823.38 log likelihood + penalty = -30025.92
Iteration 13 : log likelihood = -27818.66 log likelihood + penalty = -30021.14
Iteration 14 : log likelihood = -27807.76 log likelihood + penalty = -30010.5
Iteration 15 : log likelihood = -27802.54 log likelihood + penalty = -30005.66
Iteration 16 : log likelihood = -27801.03 log likelihood + penalty = -30004.1
Iteration 17 : log likelihood = -27796.64 log likelihood + penalty = -29999.69
Iteration 18 : log likelihood = -27786.04 log likelihood + penalty = -29989.34
Iteration 19 : log likelihood = -27776.86 log likelihood + penalty = -29980.99
Iteration 20 : log likelihood = -27770.85 log likelihood + penalty = -29975.64
Iteration 21 : log likelihood = -27768.35 log likelihood + penalty = -29973.38
Iteration 22 : log likelihood = -27763.72 log likelihood + penalty = -29968.86
Iteration 23 : log likelihood = -27748.37 log likelihood + penalty = -29954.07
Iteration 24 : log likelihood = -27746.15 log likelihood + penalty = -29952.02
Iteration 25 : log likelihood = -27744.96 log likelihood + penalty = -29950.53
Iteration 26 : log likelihood = -27740.5 log likelihood + penalty = -29946.04
Iteration 27 : log likelihood = -27734.58 log likelihood + penalty = -29940.47
Iteration 28 : log likelihood = -27733.24 log likelihood + penalty = -29939.1
Iteration 29 : log likelihood = -27732.9 log likelihood + penalty = -29938.74
Iteration 30 : log likelihood = -27732.26 log likelihood + penalty = -29938.05
Iteration 31 : log likelihood = -27730.39 log likelihood + penalty = -29936.11
Iteration 32 : log likelihood = -27725.12 log likelihood + penalty = -29930.68
Iteration 33 : log likelihood = -27722.08 log likelihood + penalty = -29927.54
Iteration 34 : log likelihood = -27718.55 log likelihood + penalty = -29923.83
Iteration 35 : log likelihood = -27708.89 log likelihood + penalty = -29914.13
Iteration 36 : log likelihood = -27703.16 log likelihood + penalty = -29908.82
Iteration 37 : log likelihood = -27700.94 log likelihood + penalty = -29906.36
Iteration 38 : log likelihood = -27696.85 log likelihood + penalty = -29901.9
Iteration 39 : log likelihood = -27693.35 log likelihood + penalty = -29897.94
Iteration 40 : log likelihood = -27692.01 log likelihood + penalty = -29896.38
Iteration 41 : log likelihood = -27690.54 log likelihood + penalty = -29894.94
Iteration 42 : log likelihood = -27688.38 log likelihood + penalty = -29893.03
Iteration 43 : log likelihood = -27688.24 log likelihood + penalty = -29892.91
Iteration 44 : log likelihood = -27688.04 log likelihood + penalty = -29892.62
Iteration 45 : log likelihood = -27687.17 log likelihood + penalty = -29891.55
Iteration 46 : log likelihood = -27686.39 log likelihood + penalty = -29890.66
Iteration 47 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 48 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 49 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 50 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 51 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 52 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 53 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 54 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 55 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 56 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 57 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 58 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 59 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 60 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 61 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 62 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 63 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 64 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 65 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 66 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 67 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 68 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 69 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 70 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 71 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 72 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 73 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 74 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 75 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 76 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 77 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 78 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 79 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Iteration 80 : log likelihood = -27686.34 log likelihood + penalty = -29890.64
Error rate on test cases: 0.153
ENSEMBLE OF TEN RUNS:
Error rate on test cases: 0.139
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