Label Scheme
| Component | Labels |
|---|---|
textcat_multilabel |
negative, neutral, positive |
Accuracy
| Type | Score |
|---|---|
CATS_SCORE |
100.00 |
CATS_MACRO_P |
98.32 |
CATS_MACRO_R |
99.06 |
CATS_MACRO_F |
98.68 |
CATS_MACRO_AUC |
100.00 |
Performance
| METHOD | SCORE | MARCO_P | MARCO_R | MARCO_F1 |
|---|---|---|---|---|
| RAW | 0.999969 | 0.983160 | 0.990559 | 0.986817 |
| Remove Emoji | 0.999981 | 0.991312 | 0.998311 | 0.994768 |
| Emoji to Description | 0.999898 | 0.989309 | 0.981696 | 0.985458 |
| Remove Punctuation | 0.999239 | 0.991312 | 0.998311 | 0.994768 |
| CATEGORY | PRECISION | RECALL | F1 |
|---|---|---|---|
| negative | 0.996534 | 0.996534 | 0.996534 |
| neutral | 0.954545 | 0.976744 | 0.965517 |
| positive | 0.998400 | 0.998400 | 0.998400 |
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