Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles.
Amirmohammad KazameiniSamin FatehiYash MehtaSauleh EetemadiErik CambriaPublished in: CoRR (2020)
Keyphrases
- support vector machine svm
- support vector
- multi class
- random forests
- base classifiers
- decision trees
- knn
- object detection
- maximum margin
- detection method
- feature selection
- detection algorithm
- co occurrence
- support vector machine
- kernel function
- false positives
- machine learning
- word recognition
- kernel methods
- word sense disambiguation
- ensemble learning
- decision forest
- imbalanced data
- kernel support vector machines
- generalization ability
- ensemble methods
- classification algorithm
- n gram
- prediction accuracy
- anomaly detection