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Table 3 Sensitivity analysis for alpha (noise selection)

From: A predicted-loss based active learning approach for robust cancer pathology image analysis in the workplace

 

0 (LL)

0.5

0.8

1

Proposed

1.1

1.2

Mean

353.1

116.4

96.3

80

29.3

24.9

16.6

Total

3177.6

1047.4

866.6

720.4

263.4

224

149.6

N-Ratio

35.31%

11.64%

9.63

8.00%

2.93%

2.49%

1.66%

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BMC Medical Imaging

ISSN: 1471-2342

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