Fold 3 - Understanding why coefficient 4025525 was selected
Tag: BFCM
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 21
Unique residual values tried: 5
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 | 7.075949 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 37921 | 7.101426 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 50403 | 7.102067 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 6402 | 14.000160 | 3.2.1 | 1.2.3 (6241 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | No |
| 12643 | 14.000961 | 3.2.2 | 2.2.3 (2*79^2 + 2*79 + 3) | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | No |
These are the training products that have the "BFCM" tag (processing sequence 796). 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 |
|---|---|---|---|---|---|---|---|
| 12385 | B.S. Nihongo Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12595 | Banana Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12596 | Happy Drink Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12598 | Positive Banana Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12608 | B.S. Snake Unisex T-shirt Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12633 | The Original Lone Saguaro Unisex T-shirt | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12609 | B.S. Snake Unisex T-shirt White | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 6625 | Yin Yang Lover Shirt Unisex Black | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 12357 | Sunny Swell Teardrop Necklace by Bethany Strickland Art - Sale | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | -3975122 | none | |
| 12367 | Blur The Focus Triangle Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -3987604 | none | |
| 12356 | Violet Pansy Hoop Earrings - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -3987604 | none | |
| 12358 | Sunny Swell Teardrop Earrings by Bethany Strickland Art - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -3987604 | none | |
| 12366 | Good Things Come In Waves Long Hoop Earrings - Sale | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -3987604 | none | |
| 12334 | Tranquil Waves Limited Edition Earrings By Jen Ritterman | 37921 | Apparel & Accessories > Jewelry > Earrings | none | -3987604 | none | |
| 12640 | Lover Print | 12643 | Arts & Entertainment > Hobbies & Creative Arts > Collectibles | none | -4012882 | PRINTS | |
| 12642 | Cassette Metal Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS | |
| 12584 | Mr. Ciggy Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS | |
| 12616 | Wrong Things Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS | |
| 12618 | Keep Trying Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS | |
| 12641 | Desert Print | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS | |
| 1934 | Plant Flash Sheet | 6402 | Arts & Entertainment > Hobbies & Creative Arts > Arts & Crafts | none | -4019123 | PRINTS |