Fold 0 - Understanding why coefficient 2502801 was selected
Tag: MARVEL
Selected Coefficient: 2502801
Taxonomy Path: 2.2.6.5
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 2502801 | 2.000000 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | Yes |
| 56249 | 3.000160 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 3532486 | 3.000160 | 1.1.13.7 | 7.13.1.1 (7*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
These are the training products that have the "MARVEL" tag (processing sequence 2703). 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 |
|---|---|---|---|---|---|---|---|
| 12103 | Wakanda Baseball Jersey | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 1029685 | none | |
| 20420 | WONTON DogPool costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 20421 | WONTON DogBull costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 20422 | WONTON DogBull costume VERSION 2 | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 0 | none | |
| 20423 | WONTON DOGTOR STRANGE onesie | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | -2446552 | none |