Fold 0 - Understanding why coefficient 5420 was selected
Tag: 10-25
Selected Coefficient: 5420
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| 5420 | 2.042849 | 24.5.1 | 1.5.24 (5041 + 5*71 + 24) | Toys & Games > Toys > Activity Toys | Yes |
| 3977728 | 2.043047 | 24.5.8.11 | 11.8.5.24 (11*71^3 + 8*71^2 + 5*71 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | No |
| 35453 | 2.112676 | 24.2.7 | 7.2.24 (7*71^2 + 2*71 + 24) | Toys & Games > Games > Card Games | No |
| 75852 | 2.126761 | 24.3.15 | 15.3.24 (15*71^2 + 3*71 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
| 10384 | 10.000000 | 18.4.2 | 2.4.18 (2*71^2 + 4*71 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
These are the training products that have the "10-25" tag (processing sequence 246). 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 |
|---|---|---|---|---|---|---|---|
| 7997 | Gund Grahm Bear 12" | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 3972308 | none | |
| 7789 | Jellycat Alice Axolotl | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 3972308 | 25-50, OVER-25 | |
| 7879 | Jellycat Fun-Guy Ozzie 7" | 3977728 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 3972308 | none | |
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 75852 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 70432 | POOL-TOYS-AND-GAMES | |
| 8063 | Trash Pandas | 35453 | Toys & Games > Games > Card Games | none | 30033 | none | |
| 7748 | Pokémon TCG: Mimikyu ex Box | 35453 | Toys & Games > Games > Card Games | none | 30033 | none | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 10384 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 4964 | none | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 10384 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 4964 | none | |
| 7998 | Klutz Friendship Wish Bracelets | 5420 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | 5420 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 8022 | Klutz Sweet Dreams DIY Kit | 5420 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 5420 | Toys & Games > Toys > Activity Toys | none | 0 | none |