Research Article
Determination of Fiber Contents in Blended Textiles by NIR Combined with BP Neural Network
Table 2
Comparison of prediction results of BP models with PLS model for cotton and terylene blended textile.
| | Model | Cotton | Terylene | | MAE (%) | RMSE (%) | | MAE (%) | RMSE (%) | |
| | WT-ca3-BP | 1.26 | 1.86 | 0.998 | 1.29 | 1.89 | 0.998 | | WT-ca4-BP | 2.16 | 2.66 | 0.997 | 2.42 | 2.91 | 0.996 | | WT-ca5-BP | 3.19 | 3.74 | 0.995 | 3.22 | 3.75 | 0.995 | | PLS | 4.73 | 5.99 | 0.981 | 4.68 | 7.03 | 0.980 |
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