Ksb D03 K0026

• CPA-01, CPA-02

Regulatory References

• ICH-E2A
• EMA-GVP-014
• EMA-GVP-015

Instructions

When this skill is activated, Claude should:

1. Demonstrate L1 proficiency in machine learning algorithms
2. Apply understand level cognitive skills to explain the topic
3. Reference relevant regulatory guidance (ICH-E2A, EMA-GVP-014, EMA-GVP-015)
4. Connect to related EPAs: EPA-01, EPA-02, EPA-05

Key Competencies

• Supervised learning for ADR classification, unsupervised clustering for pattern discovery

Assessment Criteria

• Can explain core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D03 skills in Pattern Recognition Systems
• Cross-domain integrations per DAG architecture

Generated from PV KSB Framework v1.0 | 2025-12-31