Research Article
Detection and Prediction of Internal Damage in the Ancient Timber Structure Based on Optimal Combined Model
Table 7
Statistics of evaluation index parameters calculated by different models in training sets.
| Training set | Sample number | IOWA | IOWGA | IOWHA | EC (%) | VC | EC (%) | VC | EC (%) | VC |
| I5 | 5 | 96.9 | 0.00140 | 85.6 | 0.01300 | 82.2 | 0.01800 | I6 | 6 | 97.2 | 0.00100 | 85.3 | 0.01200 | 82.4 | 0.01500 | I7 | 7 | 97.3 | 0.00083 | 85.0 | 0.01000 | 82.5 | 0.01300 | I8 | 8 | 97.4 | 0.00067 | 84.8 | 0.00870 | 82.7 | 0.01100 | I9 | 9 | 97.5 | 0.00055 | 84.6 | 0.00740 | 82.8 | 0.00920 | I10 | 10 | 97.5 | 0.00046 | 84.5 | 0.00620 | 83.0 | 0.00770 | I11 | 11 | 97.6 | 0.00038 | 84.4 | 0.00510 | 83.2 | 0.00620 | I12 | 12 | 97.7 | 0.00031 | 84.3 | 0.00420 | 83.4 | 0.00500 | I13 | 13 | 97.7 | 0.00025 | 84.3 | 0.00330 | 83.6 | 0.00380 | I14 | 14 | 97.8 | 0.00019 | 84.2 | 0.00250 | 83.8 | 0.00280 | I15 | 15 | 97.8 | 0.00015 | 84.3 | 0.00180 | 83.9 | 0.00200 | I16 | 16 | 97.9 | 0.00009 | 84.3 | 0.00110 | 84.1 | 0.00120 | I17 | 17 | 98.0 | 0.00005 | 84.4 | 0.00057 | 84.4 | 0.00059 |
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