Fold 4 - Understanding why coefficient 5473776 was selected
Tag: 10-25
Selected Coefficient: 5473776
Taxonomy Path: 24.5.8.11
Taxonomy Name: Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals
Products with this tag: 9
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 5473776 | 1.025639 | 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 | Yes |
| 78443548 | 1.025643 | 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 | 1.025957 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
| 43869 | 1.088608 | 24.2.7 | 7.2.24 (7*79^2 + 2*79 + 24) | Toys & Games > Games > Card Games | No |
| 93876 | 1.088608 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | No |
| 12816 | 8.000000 | 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 234). 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 | 72969772 | none | |
| 7789 | Jellycat Alice Axolotl | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | 25-50, JELLYCAT | |
| 7879 | Jellycat Fun-Guy Ozzie 7" | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | JELLYCAT, META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS | |
| 7997 | Gund Grahm Bear 12" | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 0 | none | |
| 7958 | Prime Time Toys Sharkpedo Underwater Glider | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | -5379900 | META-FILTER-AGE-9-10-YEARS, POOL-TOYS-AND-GAMES | |
| 8063 | Trash Pandas | 43869 | Toys & Games > Games > Card Games | none | -5429907 | META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -5460960 | ARTS-AND-CRAFTS, META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS | |
| 7998 | Klutz Friendship Wish Bracelets | 6660 | Toys & Games > Toys > Activity Toys | none | -5467116 | ARTS-AND-CRAFTS, META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -5467116 | META-FILTER-AGE-9-10-YEARS, TOYS-FOR-12-YEARS |