Fold 0 - 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: 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 | 2.000000 | 20.3 | 3.20 (3*83 + 20) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "WEDDING GIFTS" tag (processing sequence 4029). 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 |
|---|---|---|---|---|---|---|---|
| 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 | ||
| 29548 | Personalized Bottle Openers | 0 | WOODEN | -269 | none | ||
| 30297 | Yamileth Sunflower Charm Jewelry with Inspirational Greeting Card | 0 | TEACHER GIFTS | -269 | ANNIVERSARY GIFTS, BEST SELLING |