Fold 3 - Understanding why coefficient 162 was selected
Tag: BABY ANNOUNCEMENT
Selected Coefficient: 162
Taxonomy Path: 4.2
Taxonomy Name: Baby & Toddler > Baby Gift Sets
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 162 | 0.012658 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | Yes |
| 4 | 0.037975 | 4 | 4 (4) | Baby & Toddler | No |
These are the training products that have the "BABY ANNOUNCEMENT" tag (processing sequence 2043). 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 |
|---|---|---|---|---|---|---|---|
| 17155 | Someone loves me with personalized map, Funny Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie® | 162 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 17606 | Locally Brewed Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 162 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 17622 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 162 | Baby & Toddler > Baby Gift Sets | none | 0 | none | |
| 17623 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | Baby & Toddler | none | -158 | none |