Fold 1 - Understanding why coefficient 4 was selected
Tag: TODDLER
Selected Coefficient: 4
Taxonomy Path: 4
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? |
|---|---|---|---|---|---|
| 4 | 2.000000 | 4 | 4 (4) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "TODDLER" tag (processing sequence 3235). 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 |
|---|---|---|---|---|---|---|---|
| 31756 | Monogrammed Toddler Full Zip Hooded Sweatshirt | 4 | none | 0 | HOODIE | ||
| 31758 | Monogrammed Toddler Crewneck Sweatshirt | 4 | none | 0 | none | ||
| 31759 | Embroidered Mini Toddler Crewneck Sweatshirt | 4 | none | 0 | none | ||
| 12894 | Baby Cuddly Teddy Bear Costume | 1 ct | 4 | none | 0 | HALL50OFF | ||
| 31757 | Monogrammed Toddler Hoodie Sweatshirt | 4 | none | 0 | HOODIE | ||
| 20888 | Not Your Mom, Not Your Milk Shirt (Toddler) | 0 | VEGAN SHIRT | -4 | TOPS, COW | ||
| 20894 | Spread Hummus It's The Vegan Way Shirt (Toddler) | 0 | VEGAN SHIRT | -4 | TOPS |