参数设置

精确率

召回率

F1值

Loss值

α = 1,K = 1000

76.9%

79.6%

78.2%

468.32

α = 2,K = 1000

76.0%

75.6%

75.7%

362.03

α = 5,K = 1000

50.6%

71.3%

59.1%

220.66

α = 1,K = 2000

88.4%

85.6%

86.9%

517.63

α = 2,K = 2000

87.4%

81.5%

84.3%

363.20

α = 5,K = 2000

50.9%

80.0%

62.2%

272.47

α = 1,K = 5000

91.2%

88.7%

89.9%

591.05

α = 2,K = 5000

80.6%

90.4%

85.2%

397.44

α = 5,K = 5000

73.8%

87.9%

80.2%

303.56