Fold 3 - Understanding why coefficient 93876 was selected
Tag: TOYS-FOR-9-10-YEAR-OLDS
Selected Coefficient: 93876
Taxonomy Path: 24.3.15
Taxonomy Name: Toys & Games > Outdoor Play Equipment > Water Play Equipment
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 93876 | 6.037975 | 24.3.15 | 15.3.24 (15*79^2 + 3*79 + 24) | Toys & Games > Outdoor Play Equipment > Water Play Equipment | Yes |
| 5473776 | 6.038135 | 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 |
| 6660 | 6.038135 | 24.5.1 | 1.5.24 (6241 + 5*79 + 24) | Toys & Games > Toys > Activity Toys | No |
| 43869 | 6.050633 | 24.2.7 | 7.2.24 (7*79^2 + 2*79 + 24) | Toys & Games > Games > Card Games | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 12816 | 9.000000 | 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 "TOYS-FOR-9-10-YEAR-OLDS" tag (processing sequence 4249). 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 |
|---|---|---|---|---|---|---|---|
| 7996 | Gund Pusheen 9.5" Avocado Plush | 5473776 | Toys & Games > Toys > Dolls, Playsets & Toy Figures > Stuffed Animals | none | 5379900 | none | |
| 7606 | Swimline Hot Dog Battle Float Set | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 7578 | Swimline Watermelon Slice Inflatable Pool Island | 93876 | Toys & Games > Outdoor Play Equipment > Water Play Equipment | none | 0 | none | |
| 8063 | Trash Pandas | 43869 | Toys & Games > Games > Card Games | none | -50007 | none | |
| 7987 | OOLY Oh My Glitter! Neon Highlighters | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -81060 | none | |
| 7978 | OOLY Oh My Glitter! Retractable Gel Pens | 12816 | Office Supplies > General Office Supplies > Correction Fluids, Pens & Tapes | none | -81060 | none | |
| 7684 | Crazy Aaron's Holographic Mixed By Me Kit | 6660 | Toys & Games > Toys > Activity Toys | none | -87216 | none | |
| 8022 | Klutz Sweet Dreams DIY Kit | 0 | KLUTZ-BOOKS | -93876 | none | ||
| 7879 | Jellycat Fun-Guy Ozzie 7" | 0 | JELLYCAT | -93876 | none | ||
| 7959 | OOLY Tutti Fruitti Scented Pens | 0 | UNDER-10 | -93876 | none | ||
| 7998 | Klutz Friendship Wish Bracelets | 0 | KLUTZ-BOOKS | -93876 | none |