Fold 4 - Understanding why coefficient -4057206 was selected
Tag: ANNIVERSARY GIFTS
Selected Coefficient: -4057206
Taxonomy Path: -0.78.7.7
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -4057206 | 3.012048 | -0.78.7.7 | -7.7.78.0 (-(7*83^3 + 7*83^2 + 78*83)) | Yes | |
| 240061315 | 3.012048 | 0.4.70.4.5 | 5.4.70.4.0 (5*83^4 + 4*83^3 + 70*83^2 + 4*83) | No | |
| -4663937 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | No | |
| 269 | 4.000000 | 20.3 | 3.20 (3*83 + 20) | No | |
| 358491 | 4.000000 | 14.3.52 | 52.3.14 (52*83^2 + 3*83 + 14) | No |
These are the training products that have the "ANNIVERSARY GIFTS" tag (processing sequence 6946). 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 | 240061315 | TRAVEL MUG, WEDDING GIFTS, TEACHER GIFTS | 244118521 | none | ||
| 17615 | Custom Heart Photo frame- Anniversary Collage Gift- Anniversary Collage for her- Personalized Wedding Photo Gift- Anniversary Gifts | 358491 | none | 4415697 | none | ||
| 17617 | Couples glass ornaments, Christmas ornaments for couples, anniversary gifts, wedding ornaments, Personalized Gift | 269 | none | 4057475 | none | ||
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | -4057206 | BEST GIFT, MOTIVATIONAL, WEDDING GIFTS, TEACHER GIFTS, BEST SELLING | 0 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | -4663937 | HEART JEWELRY, BEST GIFT, MOTIVATIONAL, WEDDING GIFTS, TEACHER GIFTS, BEST SELLING | -606731 | none |