Fold 0 - Understanding why coefficient 43869 was selected
Tag: 10-25
Selected Coefficient: 43869
Taxonomy Path: 24.2.7
Taxonomy Name: Toys & Games > Games > Card Games
Products with this tag: 15
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 43869 | 9.038135 | 24.2.7 | 7.2.24 (7*79^2 + 2*79 + 24) | Toys & Games > Games > Card Games | Yes |
| 5473776 | 9.038137 | 24.5.8.11 | 11.8.5.24 (11*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 78443548 | 9.038137 | 24.5.8.1.2 | 2.1.8.5.24 (2*79^4 + 493039 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | No |
| 6660 | 9.038295 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
| 50110 | 9.038295 | 24.2.8 | 8.2.24 (8*79^2 + 2*79 + 24) | Toys & Games > Games > Dexterity Games | No |
| 0 | 10.000000 | 0 | 0 (0) | No | |
| 1435410 | 14.000000 | 59.78.71.2 | 2.71.78.59 (2*79^3 + 71*79^2 + 78*79 + 59) | No | |
| 1491998 | 14.000000 | 4.5.2.3 | 3.2.5.4 (3*79^3 + 2*79^2 + 5*79 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | No |
| 187752 | 14.000000 | 48.6.30 | 30.6.48 (30*79^2 + 6*79 + 48) | No | |
| 12816 | 14.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
These are the training products that have the "10-25" tag (processing sequence 4250). 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 |
|---|---|---|---|---|---|---|---|
| 8047 | Safari Ltd. Carnivorous Dinos TOOB | 78443548 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Action & Toy Figures > Animal Figures | none | 78399679 | none | |
| 7997 | Gund Grahm Bear 12" | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 5429907 | none | |
| 7868 | Tiger Tribe Koala Roly Poly | 1491998 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | none | 1448129 | none | |
| 8135 | Plan Toys Roller | 1435410 | PLAN-TOYS | 1391541 | none | ||
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 187752 | POOL-TOYS-AND-GAMES | 143883 | none | ||
| 7797 | Little Kids Wicked Big Sports Basket Heads | 50110 | Toys & Games > Games > Dexterity Games | none | 6241 | none | |
| 7748 | Pokémon TCG: Mimikyu ex Box | 43869 | Toys & Games > Games > Card Games | none | 0 | none | |
| 8063 | Trash Pandas | 43869 | Toys & Games > Games > Card Games | none | 0 | none | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -31053 | none | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -37209 | none | |
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | 0 | KLUTZ-BOOKS | -43869 | none | ||
| 7998 | Klutz Friendship Wish Bracelets | 0 | KLUTZ-BOOKS | -43869 | none | ||
| 7879 | Jellycat Fun-Guy Ozzie 7" | 0 | JELLYCAT | -43869 | none | ||
| 8022 | Klutz Sweet Dreams DIY Kit | 0 | KLUTZ-BOOKS | -43869 | none | ||
| 8113 | Plan Toys Stacking Tree | 0 | PLAN-TOYS | -43869 | none |