ILIOU machine learning preprocessing method for depression type prediction.
Theodoros IliouGeorgia KonstantopoulouMandani NtekouliChristina LymperopoulouKonstantinos AssimakopoulosDimitrios GaliatsatosGeorge C. AnastassopoulosPublished in: Evol. Syst. (2019)
Keyphrases
- preprocessing
- machine learning
- detection method
- computational cost
- experimental evaluation
- high precision
- support vector machine svm
- optimization method
- significant improvement
- prediction model
- prior knowledge
- high accuracy
- objective function
- machine learning methods
- prediction error
- similarity measure
- prediction accuracy
- missing data
- edge detection
- preprocessing stage
- classification method
- computationally efficient
- dynamic programming
- active learning
- reinforcement learning
- learning algorithm