Emotion Classification in EmoInt Dataset
EmoInt Dataset is for task on Emotion Intensity (EmoInt), however I used for task on Emotion Classification.
I do not use intensity, only tweet for input and emotion for output.
Conv1D - MaxPool1D - Dense(1000) - Dense(4)
batch size: 8
conv kernel: 5
epochs: 8
dropout rate: 0.5
loss: categorical cross-entropy
optimizer: adam
| Loss | Accuracy | |
|---|---|---|
| Train | 0.0451 | 0.9846 |
| Test | 0.8364 | 0.7952 |
To Do: Solve overfitting problem