Fold 1 - Understanding why coefficient 358491 was selected
Tag: ANNIVERSARY GIFTS
Selected Coefficient: 358491
Taxonomy Path: 14.3.52
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 358491 | 3.000000 | 14.3.52 | 52.3.14 (52*83^2 + 3*83 + 14) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 269 | 4.000000 | 20.3 | 3.20 (3*83 + 20) | No | |
| 571518 | 4.000000 | 63.79.82 | 82.79.63 (82*83^2 + 79*83 + 63) | No |
These are the training products that have the "ANNIVERSARY GIFTS" tag (processing sequence 5576). 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 |
|---|---|---|---|---|---|---|---|
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | 571518 | HEART NECKLACE, WEDDING GIFTS, HEART PENDANT | 213027 | INSPIRING, INSPIRATIONAL, BEST SELLING | ||
| 17172 | Mr. & Mrs. Picture Frame- Established photo frame- Wedding photo frame- Anniversary photo frame- Anniversary gifts- Personalized Gifts | 358491 | none | 0 | none | ||
| 17615 | Custom Heart Photo frame- Anniversary Collage Gift- Anniversary Collage for her- Personalized Wedding Photo Gift- Anniversary Gifts | 358491 | none | 0 | none | ||
| 17617 | Couples glass ornaments, Christmas ornaments for couples, anniversary gifts, wedding ornaments, Personalized Gift | 269 | none | -358222 | none | ||
| 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 | 0 | WEDDING GIFTS, GIFTS FOR WOMEN | -358491 | GRADUATION GIFT, TRAVEL MUG, GIFT FOR MOM |