Fold 2 - Understanding why coefficient 3470156 was selected
Tag: FOOD
Selected Coefficient: 3470156
Taxonomy Path: 2.2.3.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys
Products with this tag: 7
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? |
|---|---|---|---|---|---|
| 3470156 | 2.000000 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | Yes |
| -511762 | 6.000000 | -0.0.3.1 | -1.3.0.0 (-(493039 + 3*79^2)) | No | |
| 410 | 6.000000 | 15.5 | 5.15 (5*79 + 15) | Luggage & Bags > Dry Boxes | No |
These are the training products that have the "FOOD" tag (processing sequence 2251). 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 |
|---|---|---|---|---|---|---|---|
| 17659 | Wagging Watermelon Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17575 | Sushi Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17666 | Pumpkin Spice Donut Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | HALLOWEEN | |
| 17668 | Ramen Bowl Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17662 | Boba Milk Tea Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 15311 | Daytrip Lunchbox | 410 | Luggage & Bags > Dry Boxes | none | -3469746 | none | |
| 17658 | Ice Cream Dream Dog Bandana | -511762 | PET ACCESSORY | -3981918 | MINT |