Poster Open Access

PIMKL: Pathway Induced Multiple Kernel Learning

Manica Matteo; Cadow Joris; Mathis Roland; Rodriguez Martinez Maria

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

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