Fold 3 - Understanding why coefficient 170 was selected
Tag: BABY SHOWER GIFT
Selected Coefficient: 170
Taxonomy Path: 4.2
Taxonomy Name:
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 170 | 0.036145 | 4.2 | 2.4 (2*83 + 4) | Yes | |
| 4 | 0.048193 | 4 | 4 (4) | No |
These are the training products that have the "BABY SHOWER GIFT" tag (processing sequence 4181). 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 | 0 | BABY ANNOUNCEMENT | ||
| 17606 | Locally Brewed Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 170 | none | 0 | BABY ANNOUNCEMENT | ||
| 30011 | Look At All This Cuteness Baby T-Shirt (Infant Sizes) | 170 | none | 0 | none | ||
| 17155 | Someone loves me with personalized map, Funny Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie® | 170 | none | 0 | BABY ANNOUNCEMENT | ||
| 17620 | Personalized Baby Girl Onesie®, Custom Girl Onesie®, Flowers Onesie®, Baby Name Onesie®, Unique Girl Clothes | 4 | none | -166 | BABY ANNOUNCEMENT | ||
| 17092 | Personalized Little Pinecone Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | -166 | BABY ANNOUNCEMENT | ||
| 17623 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | -166 | BABY ANNOUNCEMENT |