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Painting of the recall and precision for the recognition of the image for the polynomial kernel nucleus_
| Image classified | Precision polynomial kernel (%) | Recall for l polynomial kernel (%) |
|---|---|---|
| I1 | 94.78 | 95.01 |
| I2 | 74.84 | 77.71 |
| I3 | 91.90 | 93.69 |
Painting of the recall and precision for the recognition of the words for the polynomial kernel nucleus_
| Word classified | Precision polynomial kernel (%) | Recall for polynomial kernel (%) |
|---|---|---|
| W1 | 89.51 | 90.84 |
| W2 | 87.32 | 89.01 |
| W3 | 92.50 | 94.15 |
| W4 | 83.11 | 84.71 |
| W5 | 53.11 | 61.21 |
| W6 | 49.06 | 68.25 |
| W7 | 79.62 | 84.14 |
| W8 | 56.01 | 55.19 |
| W9 | 76.48 | 82.91 |
| W10 | 74.02 | 79.18 |
| W11 | 78.70 | 87.02 |
| W12 | 67.92 | 76.21 |
| W13 | 74.52 | 80.56 |
| W14 | 71.93 | 76.63 |
| W15 | 76.49 | 84.26 |
| W16 | 65.03 | 59.19 |
| W17 | 88.01 | 90.12 |
| W18 | 86.12 | 89.03 |
| W19 | 90.56 | 93.89 |
| W20 | 80.48 | 84.08 |
Painting of the recall and precision for the recognition of the image for the RBF kernel nucleus_
| Image classified | Precision RBF kernel | Recall for RBF kernel |
|---|---|---|
| I1 | 96.40 | 96.99 |
| I2 | 76.98 | 79.89 |
| I3 | 93.59 | 95.24 |
Painting of the recall and precision for the recognition of the words for the sigmoid kernel nucleus_
| Word classified | Precision for sigmoid kernel (%) | Recall for sigmoid kernel (%) |
|---|---|---|
| W1 | 88.70 | 90.21 |
| W2 | 86.51 | 88.27 |
| W3 | 91.75 | 93.39 |
| W4 | 81.60 | 83.90 |
| W5 | 52.36 | 60.39 |
| W6 | 48.32 | 67.40 |
| W7 | 78.83 | 83.31 |
| W8 | 55.32 | 54.30 |
| W9 | 75.72 | 82.01 |
| W10 | 73.34 | 78.35 |
| W11 | 77.90 | 86.28 |
| W12 | 67.08 | 75.39 |
| W13 | 73.72 | 79.69 |
| W14 | 71.07 | 75.86 |
| W15 | 75.75 | 83.39 |
| W16 | 64.32 | 58.40 |
| W17 | 87.28 | 89.27 |
| W18 | 85.29 | 88.25 |
| W19 | 89.72 | 93.07 |
| W20 | 79.75 | 83.24 |
Painting of the recall and precision for the detection of linear behavior for the core_
| Image classified | Precision linear kernel (%) | Recall for linear kernel (%) |
|---|---|---|
| I1 | 94.37 | 94.41 |
| I2 | 74.39 | 77.28 |
| I3 | 91.40 | 93.04 |
Painting of the recall and precision for the recognition of the image for the sigmoid kernel nucleus_
| Image classified | Precision linear kernel (%) | Recall for linear kernel (%) |
|---|---|---|
| I1 | 93.97 | 94.02 |
| I2 | 73.05 | 77.05 |
| I3 | 91.11 | 92.89 |
Painting of the recall and precision for the recognition of the words for the linear kernel nucleus_
| Word classified | Precision linear kernel | Recall for linear kernel |
|---|---|---|
| W1 | 90.36 | 91.75 |
| W2 | 88.63 | 89.93 |
| W3 | 93.75 | 95.13 |
| W4 | 83.47 | 85.59 |
| W5 | 54.23 | 62.19 |
| W6 | 50.17 | 69.21 |
| W7 | 81.01 | 85.01 |
| W8 | 57.21 | 56.17 |
| W9 | 77.69 | 83.65 |
| W10 | 75.11 | 80.09 |
| W11 | 79.63 | 87.67 |
| W12 | 68.82 | 77.18 |
| W13 | 75.56 | 81.45 |
| W14 | 72.86 | 77.63 |
| W15 | 77.32 | 85.17 |
| W16 | 65.83 | 60.14 |
| W17 | 88.93 | 91.04 |
| W18 | 87.01 | 90.01 |
| W19 | 91.72 | 94.72 |
| W20 | 81.31 | 85.03 |
Painting of the recall and precision for the recognition of the words for the RBF (radial basic function) nucleus_
| Word classified | Precision for RBF kernel (%) | Recall for RBF kernel (%) |
|---|---|---|
| W1 | 91.59 | 93.31 |
| W2 | 90.17 | 91.39 |
| W3 | 96.21 | 96.59 |
| W4 | 85.76 | 88.13 |
| W5 | 56.11 | 63.69 |
| W6 | 52.56 | 70.51 |
| W7 | 82.45 | 86.59 |
| W8 | 59.32 | 57.72 |
| W9 | 82.51 | 86.17 |
| W10 | 80.23 | 82.89 |
| W11 | 84.17 | 89.52 |
| W12 | 70.46 | 79.31 |
| W13 | 78.14 | 84.21 |
| W14 | 74.86 | 80.14 |
| W15 | 79.53 | 87.59 |
| W16 | 67.54 | 62.45 |
| W17 | 89.69 | 92.45 |
| W18 | 87.79 | 90.13 |
| W19 | 93.72 | 98.14 |
| W20 | 84.09 | 87.75 |
Painting of the recall and precision for the recognition of the image for the linear kernel nucleus_
| Image classified | Precision linear kernel (%) | Recall for linear kernel (%) |
|---|---|---|
| I1 | 95.42 | 95.96 |
| I2 | 75.49 | 78.29 |
| I3 | 92.47 | 94.28 |