Fold 0 - Understanding why coefficient 530645 was selected
Tag: DOG BANDANA
Selected Coefficient: 530645
Taxonomy Path: 2.2.6.1
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas
Products with this tag: 18
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 530645 | 7.000160 | 2.2.6.1 | 1.6.2.2 (493039 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | Yes |
| 18883 | 7.001602 | 2.2.3 | 3.2.2 (3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies | No |
| 0 | 11.000000 | 0 | 0 (0) | No |
These are the training products that have the "DOG BANDANA" tag (processing sequence 1629). 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 |
|---|---|---|---|---|---|---|---|
| 17633 | Frosty Friends Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17644 | Santas United Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17645 | Blooming Bunnies Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | FLOWER | |
| 17646 | Sunny Day Floral Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | FLOWER | |
| 17651 | Pumpkin Magic Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | HALLOWEEN | |
| 17652 | Rudolph's Nose Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17654 | Cinnabun Craze Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17634 | Polar Bear Pals Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17637 | Mustard Leaves Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17631 | Pine Divine Dog Bandana | 530645 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Bandanas | none | 0 | none | |
| 17628 | Noel Plaid Dog Bandana | 18883 | Animals & Pet Supplies > Pet Supplies > Dog Supplies | none | -511762 | none | |
| 17639 | Ravishing Red Floral Dog Bandana | 0 | GIRLY | -530645 | none | ||
| 17627 | Pink Flight Dog Bandana | 0 | GIRLY | -530645 | none | ||
| 17630 | Pink Magic Dog Bandana | 0 | GIRLY | -530645 | METALLIC | ||
| 17636 | Christmas Collage Dog Bandana | 0 | TIE ON | -530645 | none | ||
| 17626 | Holiday Holly Dog Bandana | 0 | GIRLY | -530645 | PLANT | ||
| 17641 | Evening Blossoms Dog Bandana | 0 | GIRLY | -530645 | none | ||
| 17642 | Prancing Poinsettias Dog Bandana | 0 | GIRLY | -530645 | METALLIC |