Fold 0 - Understanding why coefficient -269 was selected
Tag: ANNIVERSARY GIFTS
Selected Coefficient: -269
Taxonomy Path: -20.3
Taxonomy Name:
Products with this tag: 2
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? |
|---|---|---|---|---|---|
| -269 | 1.000000 | -20.3 | -3.20 (-(3*83 + 20)) | Yes | |
| 358491 | 1.000000 | 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 4944). 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 |
|---|---|---|---|---|---|---|---|
| 17172 | Mr. & Mrs. Picture Frame- Established photo frame- Wedding photo frame- Anniversary photo frame- Anniversary gifts- Personalized Gifts | 358491 | none | 358760 | none | ||
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | -269 | TEACHER GIFTS, WEDDING GIFTS | 0 | BEST SELLING |