PIMKL: Pathway Induced Multiple Kernel Learning

What

• Accurate phenotype classification
• Biological interpretability
• Robustness to noise
• Handling curse of dimensionality

How

Exploit prior knowledge from biological
networks
• Apply multiple kernel learning for
feature encoding
• Use pathway annotations to enable
interpretability