Fold 1 - Understanding why coefficient -166 was selected
Tag: BABY NAME BABYGROW
Selected Coefficient: -166
Taxonomy Path: -0.2
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -166 | 2.036145 | -0.2 | -2.0 (-(2*83)) | Yes | |
| 0 | 2.036145 | 0 | 0 (0) | No | |
| 4 | 6.012048 | 4 | 4 (4) | No | |
| 170 | 6.012048 | 4.2 | 2.4 (2*83 + 4) | No |
These are the training products that have the "BABY NAME BABYGROW" tag (processing sequence 4488). 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 |
|---|---|---|---|---|---|---|---|
| 17618 | Personalized Last Name Announcement Baby Onesie® - Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 170 | none | 336 | Baby & Toddler > Baby Safety | BABY BODYSUIT | |
| 17619 | Personalized Last Name Announcement Baby Onesie® - Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 4 | none | 170 | BABY BODYSUIT | ||
| 17155 | Someone loves me with personalized map, Funny Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie® | 0 | BABY SHOWER GIFT | 166 | none | ||
| 17622 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 0 | BABY SHOWER GIFT | 166 | none | ||
| 17606 | Locally Brewed Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | 0 | BABY SHOWER GIFT | 166 | none | ||
| 17623 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | -166 | BABY SHOWER GIFT | 0 | none | ||
| 17621 | Personalized Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | -166 | BABY SHOWER GIFT | 0 | none | ||
| 17092 | Personalized Little Pinecone Baby Onesie®, Pregnancy Announcement Baby Onesie®, Baby Name Onesie®, Personalized Baby Girl Shirt | -166 | BABY SHOWER GIFT | 0 | none |