Research Article
Effective Emotion Recognition Technique in NLP Task over Nonlinear Big Data Cluster
Table 3
ENLS 1 (
, ), 2 (
, ), and 3 (
, ).
| LR/model type | ENLS 1 | ENLS 2 | ENLS 3 |
| Evaluation | Train ACC | 0.9421 | 0.9536 | 0.9279 | Test ACC | 0.9386 | 0.9447 | 0.9214 | Matrix | [[2371 50] [314 52]] | [[2414 7] [147 219]] | [[2420 1] [218 148]] | Recall | 1.00/0.55 | 1.00/0.6 | 1.00/0.40 | Precision | 0.94/0.98 | 0.94/0.97 | 0.92/1.00 | F1-val | 0.97/0.70 | 0.97/0.74 | 0.96/0.57 | ROC curve | Figure 2 | Figure 2 | Figure 2 |
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