Fold 0 - Understanding why coefficient 4025525 was selected
Tag: GRAPHIC TEES
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 9
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 4025525 | 0.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
These are the training products that have the "GRAPHIC TEES" tag (processing sequence 330). 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 |
|---|---|---|---|---|---|---|---|
| 9384 | Only Talking To Jesus Today Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9628 | The Only B.S I Need Blue Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9639 | Maryanne And Wanda's Roadside Stand Grey Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9641 | Baseball Vibes Black Raglan Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 9655 | Only Loves His Bat And Mama White Baseball Raglan Graphic | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9656 | Dolly We Trust Acid Wash Grey Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9677 | Cowboys And Tequila Aqua Graphic Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 9710 | Worthy V-Neck Mustard Acid Wash | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | TOPS | |
| 18824 | Pisces Crop Tee | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | T-SHIRT |