虚拟生成的样本数量(条)

50

100

300

500

1000

3000

5000

10000

训练集误差

0.13%

0.12%

0.25%

0.01%

0.10%

0.00%

0.00%

0.00%

测试集误差

41.16%

38.70%

30.63%

25.75%

25.22%

23.57%

22.92%

23.36%

训练集拟合优度

99.52%

99.47%

99.43%

99.37%

99.38%

99.48%

99.47%

99.48%

测试集拟合优度

34.60%

37.87%

47.46%

53.47%

53.67%

54.50%

55.32%

54.78%