Fold 2 - Understanding why coefficient 4 was selected
Tag: BABY ANNOUNCEMENT
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 4 | 0.012048 | 4 | 4 (4) | Yes | |
| 170 | 0.048193 | 4.2 | 2.4 (2*83 + 4) | No |
These are the training products that have the "BABY ANNOUNCEMENT" tag (processing sequence 2641). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 17622 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 170 | none | 166 | none | ||
| 17092 | Personalized Little Pinecone Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | 0 | none | ||
| 17620 | Personalized Baby Girl Onesie®, Custom Girl Onesie®, Flowers Onesie®, Baby Name Onesie®, Unique Girl Clothes | 4 | none | 0 | none | ||
| 17621 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | 0 | none | ||
| 17623 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | 0 | none |