Fold 4 - Understanding why coefficient 55611 was selected
Tag: BEST GIFT
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| 55611 | 1.000145 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 606731 | 1.000290 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "BEST GIFT" tag (processing sequence 2909). 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 |
|---|---|---|---|---|---|---|---|
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | 606731 | none | 551120 | MOTIVATIONAL, WEDDING GIFTS, TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS | ||
| 30210 | Everleigh Compass and Apple Pendant Necklace, Appreciation Gifts for Teachers with Greeting Card | 55611 | none | 0 | BIRTHDAY GIFTS | ||
| 30226 | Wera Italy Face Mask | 55611 | none | 0 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | 0 | HEART JEWELRY | -55611 | MOTIVATIONAL, WEDDING GIFTS, TEACHER GIFTS, BEST SELLING, ANNIVERSARY GIFTS |