 | Run 20595 |
| Creator | internal |
| Program | svmlight_multiclass |
| Dataset | stefansdata |
| Task type | MulticlassClassification |
| Created | 321d15h ago |
Done! 
| BinaryClassification | |
Log file
===== MAIN: learn based on training data ===== === START program1: ./run learn ../dataset3/train === START program2: ./run learn ../program1/data Using hyperparameter c = 0.1 Reading training examples... (445 examples) done Training set properties: 410 features, 2 classes Iter 1: .........*(NumConst=1, SV=1, CEps=100.0000, QPEps=0.0000) Iter 2: *(NumConst=2, SV=2, CEps=288.2510, QPEps=80804.3456) Iter 3: *(NumConst=3, SV=0, CEps=6963.3364, QPEps=99.4531) Iter 4: *(NumConst=4, SV=3, CEps=100.0000, QPEps=93707789.8136) Iter 5: *(NumConst=5, SV=4, CEps=79905191.7033, QPEps=28399793.9601) Iter 6: *(NumConst=6, SV=5, CEps=8850991.7300, QPEps=21691146.7344) Iter 7: *(NumConst=7, SV=5, CEps=427.5037, QPEps=3821067.2340) Iter 8: *(NumConst=8, SV=5, CEps=5990773.0152, QPEps=3805362.7673) Iter 9: *(NumConst=9, SV=5, CEps=5985189.9667, QPEps=3789723.5128) Iter 10: *(NumConst=10, SV=5, CEps=5979629.6857, QPEps=3774149.3522) Iter 11: *(NumConst=11, SV=5, CEps=5974092.1304, QPEps=3758639.9233) Iter 12: *(NumConst=12, SV=5, CEps=5968577.1487, QPEps=3743194.9636) Iter 13: *(NumConst=13, SV=5, CEps=5963084.6598, QPEps=3727814.2162) Iter 14: *(NumConst=14, SV=5, CEps=5957614.6028, QPEps=3712497.4834) Iter 15: *(NumConst=15, SV=5, CEps=5952166.9361, QPEps=3697244.3702) Iter 16: *(NumConst=16, SV=5, CEps=5946741.3962, QPEps=3682054.6432) Iter 17: *(NumConst=17, SV=5, CEps=5941337.9991, QPEps=3666928.0220) Iter 18: *(NumConst=18, SV=5, CEps=5935956.5534, QPEps=3651864.3601) Iter 19: *(NumConst=19, SV=5, CEps=5930597.1821, QPEps=3636863.1879) Iter 20: *(NumConst=20, SV=5, CEps=5925259.5140, QPEps=3621924.5332) Iter 21: *(NumConst=21, SV=5, CEps=5919943.7796, QPEps=3607047.8137) Iter 22: *(NumConst=22, SV=5, CEps=5914649.5066, QPEps=3592233.0597) Iter 23: *(NumConst=23, SV=5, CEps=5909376.9815, QPEps=3577479.8444) Iter 24: *(NumConst=24, SV=5, CEps=5904125.8653, QPEps=3562787.9382) Iter 25: *(NumConst=25, SV=5, CEps=5898896.1881, QPEps=3548157.1017) Iter 26: *(NumConst=26, SV=5, CEps=5893687.7820, QPEps=3533587.0975) Iter 27: *(NumConst=27, SV=5, CEps=5888500.6214, QPEps=3519077.6899) Iter 28: *(NumConst=28, SV=5, CEps=5883334.6443, QPEps=3504628.5494) Iter 29: *(NumConst=29, SV=5, CEps=5878189.6580, QPEps=3490239.5083) Iter 30: *(NumConst=30, SV=5, CEps=5873065.6708, QPEps=3475910.3065) Iter 31: *(NumConst=31, SV=5, CEps=5867962.5749, QPEps=3461640.4870) Iter 32: *(NumConst=32, SV=5, CEps=5862880.1180, QPEps=3447430.0911) Iter 33: *(NumConst=33, SV=5, CEps=5857818.4511, QPEps=3433278.8043) Iter 34: *(NumConst=34, SV=5, CEps=5852777.4447, QPEps=3419186.3000) Iter 35: *(NumConst=35, SV=5, CEps=5847756.9343, QPEps=3405152.3774) Iter 36: *(NumConst=36, SV=5, CEps=5842756.8692, QPEps=3391176.7582) Iter 37: *(NumConst=37, SV=5, CEps=5837777.1060, QPEps=3377259.1908) Iter 38: *(NumConst=38, SV=5, CEps=5832817.6341, QPEps=3363399.5675) Iter 39: *(NumConst=39, SV=5, CEps=5827878.4361, QPEps=3349597.4812) Iter 40: *(NumConst=40, SV=5, CEps=5822959.2694, QPEps=3335852.7956) Iter 41: *(NumConst=41, SV=5, CEps=5818060.1583, QPEps=3322165.2180) Iter 42: *(NumConst=42, SV=5, CEps=5813180.9774, QPEps=3308534.5921) Iter 43: *(NumConst=43, SV=5, CEps=5808321.7060, QPEps=3294960.4453) Iter 44: *(NumConst=44, SV=5, CEps=5803481.9809, QPEps=3281442.9181) Iter 45: *(NumConst=45, SV=5, CEps=5798662.2776, QPEps=3267981.4044) Iter 46: *(NumConst=46, SV=5, CEps=5793861.9094, QPEps=3254575.8946) Iter 47: *(NumConst=47, SV=5, CEps=5789081.1456, QPEps=3241226.1994) Iter 48: *(NumConst=48, SV=5, CEps=5784320.0022, QPEps=3227931.9092) Iter 49: *(NumConst=49, SV=5, CEps=5779578.0868, QPEps=3214692.7858) Iter 50: *Worker killed run: Current time usage 5h0m exceeds allowed 5h0m
Run specification 
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