Fold 0 - Understanding why coefficient 4 was selected
Tag: BABY NAME BABYGROW
Selected Coefficient: 4
Taxonomy Path: 4
Taxonomy Name: Baby & Toddler
Products with this tag: 10
Unique residual values tried: 4
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 | 3.037975 | 4 | 4 (4) | Baby & Toddler | Yes |
| 162 | 3.050633 | 4.2 | 2.4 (2*79 + 4) | Baby & Toddler > Baby Gift Sets | No |
| 0 | 7.012658 | 0 | 0 (0) | No | |
| 158 | 7.025316 | 0.2 | 2.0 (2*79) | No |
These are the training products that have the "BABY NAME BABYGROW" tag (processing sequence 2635). 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 | 158 | none | |
| 17622 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 17606 | Locally Brewed Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 162 | Baby & Toddler > Baby Gift Sets | none | 158 | none | |
| 17618 | Personalized Last Name Announcement Baby Onesie® - Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 158 | BABY BODYSUIT | 154 | none | ||
| 17092 | Personalized Little Pinecone Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | Baby & Toddler | none | 0 | none | |
| 17621 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | Baby & Toddler | none | 0 | none | |
| 17623 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | Baby & Toddler | none | 0 | none | |
| 17620 | Personalized Baby Girl Onesie®, Custom Girl Onesie®, Flowers Onesie®, Baby Name Onesie®, Unique Girl Clothes | 4 | Baby & Toddler | none | 0 | none | |
| 17619 | Personalized Last Name Announcement Baby Onesie® - Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 0 | BABY BODYSUIT | -4 | none | ||
| 17604 | Personalised Last Name Announcement Baby bodysuit, Personalized Onesie, Custom Image Baby Shirt, Custom Baby Tee | 0 | BABY BODYSUIT | -4 | none |