Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity.
Amicie de PierrefeuTommy LöfstedtCharles LaidiFouad Hadj-SelemMarion LeboyerPhilippe CiuciuJosselin HouenouEdouard DuchesnayPublished in: PRNI (2018)
Keyphrases
- structured sparsity
- machine learning
- statistical learning
- learning problems
- group sparsity
- prediction accuracy
- machine learning algorithms
- compressive sensing
- learning algorithm
- objective function
- learning tasks
- reinforcement learning
- feature selection
- convex optimization problems
- data analysis
- support vector machine
- supervised learning
- data mining