Fold 4 - Understanding why coefficient 1485518 was selected
Tag: LARGE
Selected Coefficient: 1485518
Taxonomy Path: 2.2.1.3
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food
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? |
|---|---|---|---|---|---|
| 1485518 | 9.000004 | 2.2.1.3 | 3.1.2.2 (3*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | Yes |
| 158764959 | 9.000004 | 2.2.1.6.4 | 4.6.1.2.2 (4*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
| 80864797 | 9.000004 | 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 |
| 4025525 | 9.012818 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 93695 | 9.012979 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 299411 | 9.037975 | 1.77.47 | 47.77.1 (47*79^2 + 77*79 + 1) | No | |
| -117349683 | 12.000000 | -2.2.1.1.3 | -3.1.1.2.2 (-(3*79^4 + 493039 + 6241 + 2*79 + 2)) | No | |
| 6419 | 12.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| -113037402 | 12.000000 | -15.5.21.71.2 | -2.71.21.5.15 (-(2*79^4 + 71*79^3 + 21*79^2 + 5*79 + 15)) | No | |
| -113817197 | 12.000000 | -1.1.67.72.2 | -2.72.67.1.1 (-(2*79^4 + 72*79^3 + 67*79^2 + 79 + 1)) | No |
These are the training products that have the "LARGE" tag (processing sequence 1880). 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 |
|---|---|---|---|---|---|---|---|
| 3897 | Woven Ball Foot Toy | 158764959 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 157279441 | SHOP: FOOT TOYS, SHOP: FORAGING TOYS | |
| 3883 | Wood Block Bead Medium | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | 79379279 | SHOP: BULK TOY PARTS, SHOP: TOY PARTS | |
| 14168 | Storm Shirt | Large | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2540007 | none | |
| 14265 | Disco Stu Shirt | Large | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2540007 | none | |
| 3910 | ZuPreem - Natural - Parrots & Conures | 1485518 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | 0 | SHOP: PARROT FOOD | |
| 3907 | ZuPreem - FruitBlend - Parrots & Conures | 1485518 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | 0 | SHOP: PARROT FOOD | |
| 9206 | Ségur | 299411 | GOLD, AHLEM, DARK TURTLE, FILIGREE | -1186107 | none | ||
| 14121 | Royal Bones Micro Mini Skirt | Large | 93695 | Apparel & Accessories > Clothing > Skirts | none | -1391823 | none | |
| 14100 | Large Rosary, Jasper Gemstone Beads, Gold St Benedict Cross | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | -1479099 | none | |
| 3822 | Square Woven Foot Toy | 0 | SMALL | -1485518 | SHOP: FOOT TOYS | ||
| 8156 | ADAPT Seamless Sports Bra / Black | -113037402 | SMALL, XS, COLOR_BLACK, FEED-AGEGROUP-ADULT | -114522920 | none | ||
| 14358 | Ronan Open Knit Sweater | -113817197 | SMALL | -115302715 | XL | ||
| 14390 | Corset Hoodie | -117349683 | SMALL, XS | -118835201 | none |