Fold 2 - Understanding why coefficient 6660 was selected
Tag: 10-25
Selected Coefficient: 6660
Taxonomy Path: 24.5.1
Taxonomy Name: Toys & Games > Toys > Activity Toys
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? |
|---|---|---|---|---|---|
| 6660 | 8.038135 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | Yes |
| 1529464 | 8.038135 | 24.5.8.3 | 3.8.5.24 (3*79^3 + 8*79^2 + 5*79 + 24) | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Doll & Action Figure Accessories | No |
| 43869 | 8.038135 | 24.2.7 | 7.2.24 (7*79^2 + 2*79 + 24) | Toys & Games > Games > Card Games | No |
| 50110 | 8.038135 | 24.2.8 | 8.2.24 (8*79^2 + 2*79 + 24) | Toys & Games > Games > Dexterity Games | No |
| 93876 | 8.050633 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
| 0 | 10.000002 | 0 | 0 (0) | No | |
| 2465195 | 10.000004 | 0.0.0.5 | 5.0.0.0 (5*79^3) | No | |
| 12816 | 11.000000 | 18.4.2 | 2.4.18 (2*79^2 + 4*79 + 18) | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | No |
| 1435410 | 12.000000 | 59.78.71.2 | 2.71.78.59 (2*79^3 + 71*79^2 + 78*79 + 59) | No | |
| 1491998 | 12.000000 | 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 |
| -3102457 | 12.000000 | -48.8.23.6 | -6.23.8.48 (-(6*79^3 + 23*79^2 + 8*79 + 48)) | No |
These are the training products that have the "10-25" tag (processing sequence 4415). 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" | 2465195 | TOYS-FOR-12-24-MONTH-OLDS | 2458535 | none | ||
| 7828 | Lottie Dolls Pandora the Persian Cat | 1529464 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Doll & Action Figure Accessories | none | 1522804 | none | |
| 7868 | Tiger Tribe Koala Roly Poly | 1491998 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys > Rattles | none | 1485338 | none | |
| 8135 | Plan Toys Roller | 1435410 | TOYS-FOR-12-24-MONTH-OLDS, PLAN-TOYS | 1428750 | none | ||
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 87216 | none | |
| 7797 | Little Kids Wicked Big Sports Basket Heads | 50110 | Toys & Games > Games > Dexterity Games | none | 43450 | none | |
| 8063 | Trash Pandas | 43869 | Toys & Games > Games > Card Games | none | 37209 | none | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 6156 | none | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | 6156 | none | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 6660 | Toys & Games > Toys > Activity Toys | none | 0 | none | |
| 8004 | Klutz Jr. My Fun & Fuzzy Headband Salon | 0 | CRAFT-KITS | -6660 | none | ||
| 8022 | Klutz Sweet Dreams DIY Kit | 0 | CRAFT-KITS | -6660 | none | ||
| 7789 | Jellycat Alice Axolotl | -3102457 | JELLYCAT, TOYS-FOR-12-24-MONTH-OLDS, OVER-25 | -3109117 | none |