Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study.
Giuliano LorenzoniCristina TavaresNathalia Moraes do NascimentoPaulo S. C. AlencarDonald D. CowanPublished in: CoRR (2024)
Keyphrases
- case study
- classification algorithm
- pattern recognition
- computational cost
- image classification
- data structure
- false positives
- machine learning methods
- machine learning
- learning algorithm
- decision trees
- benchmark datasets
- maximum likelihood
- pattern classification
- nearest neighbour
- automatic classification
- worst case
- ensemble classifier
- page segmentation
- neyman pearson
- automatic detection
- neural network
- support vector machine
- lower bound
- computational complexity
- bayesian networks
- real world