Fold 0 - Understanding why coefficient 4025525 was selected
Tag: LARGE
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 13
Unique residual values tried: 11
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 | 9.000320 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 25044 | 9.000481 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 93695 | 9.000481 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 1485518 | 10.000002 | 2.2.1.3 | 3.1.2.2 (3*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | No |
| 80864797 | 10.000004 | 2.2.1.6.2 | 2.6.1.2.2 (2*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | No |
| -116887849 | 11.000160 | -2.2.6.0.3 | -3.0.6.2.2 (-(3*79^4 + 6*79^2 + 2*79 + 2)) | No | |
| -117349683 | 11.000160 | -2.2.1.1.3 | -3.1.1.2.2 (-(3*79^4 + 493039 + 6241 + 2*79 + 2)) | No | |
| 0 | 11.012658 | 0 | 0 (0) | No | |
| 136986 | 11.012658 | 0.75.21 | 21.75.0 (21*79^2 + 75*79) | No | |
| 6419 | 12.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| -236297152 | 12.000000 | -15.5.21.5.6 | -6.5.21.5.15 (-(6*79^4 + 5*79^3 + 21*79^2 + 5*79 + 15)) | No |
These are the training products that have the "LARGE" tag (processing sequence 1883). 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 |
|---|---|---|---|---|---|---|---|
| 3883 | Wood Block Bead Medium | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | 76839272 | SHOP: BULK TOY PARTS, SHOP: TOY PARTS | |
| 14168 | Storm Shirt | Large | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 14265 | Disco Stu Shirt | Large | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 3910 | ZuPreem - Natural - Parrots & Conures | 1485518 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -2540007 | SHOP: PARROT FOOD, SHOP: ZUPREEM | |
| 3907 | ZuPreem - FruitBlend - Parrots & Conures | 1485518 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -2540007 | SHOP: PARROT FOOD, SHOP: ZUPREEM | |
| 9206 | Ségur | 136986 | GOLD, DARK TURTLE | -3888539 | none | ||
| 14121 | Royal Bones Micro Mini Skirt | Large | 93695 | Apparel & Accessories > Clothing > Skirts | none | -3931830 | none | |
| 11189 | Florence Ruched-Front Sleeveless Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | OVER-200 | |
| 14100 | Large Rosary, Jasper Gemstone Beads, Gold St Benedict Cross | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -4019106 | none | |
| 3822 | Square Woven Foot Toy | 0 | SMALL | -4025525 | SHOP: FOOT TOYS | ||
| 14383 | Theo Top | -116887849 | SMALL, FAIRE | -120913374 | 2022 | ||
| 14390 | Corset Hoodie | -117349683 | SMALL, XS | -121375208 | none | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -236297152 | SMALL, XS, COLOR_BLACK, FEED-AGEGROUP-ADULT | -240322677 | none |