Research Article

Effective Emotion Recognition Technique in NLP Task over Nonlinear Big Data Cluster

Table 3

ENLS 1 (, ), 2 (, ), and 3 (, ).

LR/model typeENLS 1ENLS 2ENLS 3

EvaluationTrain ACC0.94210.95360.9279
Test ACC0.93860.94470.9214
Matrix[[2371 50]
[314 52]]
[[2414 7]
[147 219]]
[[2420 1]
[218 148]]
Recall1.00/0.551.00/0.61.00/0.40
Precision0.94/0.980.94/0.970.92/1.00
F1-val0.97/0.700.97/0.740.96/0.57
ROC curveFigure 2Figure 2Figure 2