[P3][Phase-3][document] Issue 4.4: Porto Dataset Discussion Weak

[matercomus]

Metadata

• Priority: P3-Minor
• Phase: Phase 3 (Week 3)
• Feasibility: document
• Category: documentation
• Effort: 2 hours
• Dependencies: None

Problem Statement

Porto dataset results discussed less thoroughly than Beijing. Should strengthen discussion of cross-dataset generalization.

Evidence

Documentation: Beijing results detailed, Porto less so
Missing: Porto-specific analysis, cross-dataset insights

Required Changes

1. Expand Porto results discussion
2. Highlight dataset differences (size, characteristics, patterns)
3. Discuss generalization implications
4. Compare performance patterns across datasets
5. Add Porto-specific insights
6. Strengthen cross-dataset conclusions

Validation Steps

• Porto discussion expanded
• Dataset differences documented
• Generalization analyzed
• Cross-dataset comparison thorough
• Porto insights added

Files to Modify

• Results documentation
• Discussion section
• Cross-dataset analysis section
• Conclusions

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Reference: docs/implementation-review-remeditation/IMPLEMENTATION_REMEDIATION_REPORT.md - Issue 4.4
Roadmap: Phase 3 - Week 3 (2 hours)