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ME‌‌‍‍‌‍‍‌‍‌‍‍‌‌‌‍‍‌‍‌‌‍‌‍‌‌‌‌‍‍‌‍LD复现,两类class_weight为0,怎么解决

无辜起尘埃
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抱歉打扰,CS/EE小白,复现代码时候有问题(),开贴很多人复现出现这类问题,请问怎么解决,希望能给点建议,谢谢

Hi, I have tried the bc_LSTM baseline with bimodal in emotion classification, but the F1-score and accuracy of 'fear' and 'disgust' are always zero, so I can't reproduce the result in paper.

The command I use:

python baseline.py -classify emotion -modality bimodal -train

The results:

precision recall f1-score support

0 0.7322 0.7795 0.7551 1256

1 0.4799 0.4662 0.4729 281

2 0.0000 0.0000 0.0000 50

3 0.2781 0.2019 0.2340 208

4 0.4813 0.5448 0.5111 402

5 0.0000 0.0000 0.0000 68

6 0.3832 0.4377 0.4087 345

The emotion labels:

Emotion - {'neutral': 0, 'surprise': 1, 'fear': 2, 'sadness': 3, 'joy': 4, 'disgust': 5, 'anger': 6}.
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