Kong Qingqing, Ding Xiangqian, Gong Huili. Application of Improved Random Forest Pruning Algorithm in Tobacco Origin Identification of Near Infrared Spectrum[J]. Laser & Optoelectronics Progress, 2018, 55(1): 13006
- Laser & Optoelectronics Progress
- Vol. 55, Issue 1, 13006 (2018)
Fig. 1. Flow chart of AGARFP
Fig. 2. Evolution curves of fitness for genetic algorithms with different selection operators. (a) Roulette method selection operator; (b) tournament method selection operator; (c) proposed adaptive selection operator
Fig. 3. Relationship between random forest size and classification accuracy
Fig. 4. Classification effect diagrams of RF and AGARFP. (a) RF; (b) AGARFP
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Table 1. Comparison of different selection operators
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Table 2. Comparison of different classification algorithms
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