Table 12 Classification performance evaluation table before pretreatment.
Label-Name | Label-ID | Precision | Recall | F1-score |
|---|---|---|---|---|
Textile products | Label-0 | \(0.8973 \pm 0.0098\) | \(0.9054 \pm 0.0014\) | \(0.9013 \pm 0.0028\) |
Information Technology | Label-1 | \(0.9417 \pm 0.0094\) | \(0.9598 \pm 0.0043\) | \({\textbf {0.9507}} \pm {\textbf {0.0042}}\) |
Medicine and Healthcare | Label-2 | \(0.8904 \pm 0.0174\) | \(0.8142 \pm 0.0082\) | \(0.8506 \pm 0.0020\) |
Household Goods | Label-3 | \(0.7674 \pm 0.0045\) | \(0.7820 \pm 0.0019\) | \(0.7746 \pm 0.0032\) |
Agrochemicals | Label-4 | \(0.8085 \pm 0.0098\) | \(0.8796 \pm 0.0059\) | \(0.8426 \pm 0.0125\) |
