Machine Learning Preprocessing Method for Suicide Prediction.
Theodoros IliouGeorgia KonstantopoulouMandani NtekouliDimitrios K. LymberopoulosKonstantinos AssimakopoulosDimitrios GaliatsatosGeorge C. AnastassopoulosPublished in: AIAI (2016)
Keyphrases
- preprocessing
- machine learning
- synthetic data
- high accuracy
- computational cost
- experimental evaluation
- machine learning methods
- significant improvement
- prior knowledge
- optimization algorithm
- cost function
- prediction model
- learning algorithm
- data mining
- prediction error
- prediction algorithm
- neural network
- high precision
- segmentation method
- detection method
- protein secondary structure prediction
- theoretical analysis
- model selection
- support vector machine
- classification accuracy
- active learning
- computational complexity
- support vector
- objective function
- similarity measure