Fold 1 - Understanding why coefficient -4663937 was selected
Tag: ELEVATED ESSENTIAL
Selected Coefficient: -4663937
Taxonomy Path: -1.1.13.8
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -4663937 | 2.000000 | -1.1.13.8 | -8.13.1.1 (-(8*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| 27640 | 3.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 661428 | 3.000145 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "ELEVATED ESSENTIAL" tag (processing sequence 3885). 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 |
|---|---|---|---|---|---|---|---|
| 10660 | Ina Blouse in Black Cupro | 661428 | none | 5325365 | BUTTON DOWN, TOPS | ||
| 10657 | Cass Dress in Black | 27640 | none | 4691577 | DRESS | ||
| 10661 | Mia T-Shirt - White Crew Neck | -4663937 | KNITS, TEES | 0 | none | ||
| 10662 | Mia T-Shirt - White V Neck | -4663937 | KNITS, TEES | 0 | none | ||
| 10663 | Mia T-Shirt - Black V Neck | -4663937 | KNITS, TEES | 0 | TOPS |