Text-based emotion analysis
This is a set of experiments carried out to understand the following effects on the overall performance of an emotion recognition system from short, informal English text:
- data
- nunber of classes
- data distribution of each class
- feature representations using n-gram, where n is 1 to 10
- logistic regression vs neural network
- neural network topology
- number of neurons
- number of hidden layers
Discussions on the above cases can be found at: todo