Xunqiang Gong, Fangze Zhang, Tieding Lu, Zhigao Chen. Abnormal Training Samples Detection Method Based on Median Absolute Deviation[J]. Laser & Optoelectronics Progress, 2020, 57(23): 231202
- Laser & Optoelectronics Progress
- Vol. 57, Issue 23, 231202 (2020)
Fig. 1. Verified sample
Fig. 2. Different types of training samples. (a) Impure sample; (b) wrong choice sample
Fig. 3. Classification results before and after removal impure training samples. (a) Before removal; (b) after removal
Fig. 4. Classification results before and after ramoval of wrongly selected training samples. (a) Before removal; (b) after removal
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Table 1. Classification accuracy before and after removal impure training samples
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Table 2. Classification accuracy before and after removal of wrongly selected training samples
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