Research Article
A Study of Moment Based Features on Handwritten Digit Recognition
Table 6
Statistical performance measures along with their respective means (styled in bold) achieved by the proposed technique on handwritten Bangla numerals.
| | Class | Statistical performance measures | Kappa
statistics | MAE | RMSE | TPR | FPR | Precision | Recall | -measure | MCC | AUC |
| | “0” | 0.9944 | 0.0535 | 0.115 | 1.000 | 0.001 | 0.990 | 1.000 | 0.995 | 0.994 | 1.000 | | “1” | 1.000 | 0.002 | 0.980 | 1.000 | 0.990 | 0.989 | 1.000 | | “2” | 1.000 | 0.001 | 0.990 | 1.000 | 0.995 | 0.994 | 1.000 | | “3” | 0.990 | 0.000 | 1.000 | 0.990 | 0.995 | 0.994 | 1.000 | | “4” | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | “5” | 0.990 | 0.001 | 0.990 | 0.990 | 0.990 | 0.989 | 1.000 | | “6” | 0.970 | 0.000 | 1.000 | 0.970 | 0.985 | 0.983 | 1.000 | | “7” | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | “8” | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | “9” | 1.000 | 0.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | | Mean | 0.9944 | 0.0535 | 0.115 | 0.995 | 0.0005 | 0.995 | 0.995 | 0.995 | 0.9943 | 1.000 |
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