Fold 3 - Understanding why coefficient 257 was selected
Tag: WEDDING GIFTS
Selected Coefficient: 257
Taxonomy Path: 20.3
Taxonomy Name: Religious & Ceremonial > Wedding Ceremony Supplies
Products with this tag: 4
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 257 | 1.000000 | 20.3 | 3.20 (3*79 + 20) | Religious & Ceremonial > Wedding Ceremony Supplies | Yes |
| 197278893 | 3.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
These are the training products that have the "WEDDING GIFTS" tag (processing sequence 2136). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 197278636 | ANNIVERSARY GIFTS, WEDDING FAVORS | |
| 17096 | Mr. & Mrs. Anniversary Ornaments, First Christmas Married Ornament, Ornaments with your names and dates, Wedding Gifts, Custom Ceramic Ornament personalized ornaments make thoughtful wedding gifts | 257 | Religious & Ceremonial > Wedding Ceremony Supplies | none | 0 | none | |
| 17586 | 50th Anniversary Ornaments | Custom Anniversary Ornament | Personalized Anniversary Gifts | Wedding Gifts | 257 | Religious & Ceremonial > Wedding Ceremony Supplies | none | 0 | none | |
| 17616 | Personalized Anniversary Gifts for Couples, Anniversary Ornaments with last names, Wedding Gifts, Custom Anniversary Ceramic Ornament | 257 | Religious & Ceremonial > Wedding Ceremony Supplies | none | 0 | none |