Fold 1 - Understanding why coefficient 269 was selected
Tag: WEDDING GIFTS
Selected Coefficient: 269
Taxonomy Path: 20.3
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 269 | 2.000000 | 20.3 | 3.20 (3*83 + 20) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 240220357 | 4.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "WEDDING GIFTS" tag (processing sequence 4007). 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 | 240220357 | none | 240220088 | GIFTS FOR WOMEN, ANNIVERSARY GIFTS, GRADUATION GIFT, TRAVEL MUG, GIFT FOR MOM | ||
| 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 | 269 | none | 0 | none | ||
| 17586 | 50th Anniversary Ornaments | Custom Anniversary Ornament | Personalized Anniversary Gifts | Wedding Gifts | 269 | none | 0 | none | ||
| 17616 | Personalized Anniversary Gifts for Couples, Anniversary Ornaments with last names, Wedding Gifts, Custom Anniversary Ceramic Ornament | 269 | none | 0 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | 0 | HEART NECKLACE | -269 | HEART PENDANT, ANNIVERSARY GIFTS, INSPIRING, INSPIRATIONAL, BEST SELLING |