Classification of the most Significant Psychological Symptoms in Mental Patients with Depression using Bayesian Network.
Dimitrios GaliatsatosGeorgia KonstantopoulouGeorge C. AnastassopoulosMarina NerantzakiKonstantinos AssimakopoulosDimitrios K. LymberopoulosPublished in: EANN Workshops (2015)
Keyphrases
- bayesian networks
- machine learning
- classification accuracy
- decision trees
- lung disease
- classification algorithm
- pattern recognition
- support vector
- normal controls
- high risk
- classification scheme
- pattern classification
- image classification
- automatic classification
- supervised learning
- markov blanket
- neural network
- support vector machine svm
- feature extraction
- support vector machine
- model selection
- naive bayes
- conditional probabilities
- classification models
- clinical data
- graphical models
- mental states
- inference in bayesian networks