Fold 2 - Understanding why coefficient -1997200 was selected
Tag: ELEVATED ESSENTIAL
Selected Coefficient: -1997200
Taxonomy Path: -1.1.4.4
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? |
|---|---|---|---|---|---|
| -1997200 | 2.000000 | -1.1.4.4 | -4.4.1.1 (-(4*79^3 + 4*79^2 + 79 + 1)) | Yes | |
| -1972156 | 3.000002 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | No | |
| 0 | 3.000002 | 0 | 0 (0) | No |
These are the training products that have the "ELEVATED ESSENTIAL" tag (processing sequence 1277). 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 | 0 | BUTTON DOWN | 1997200 | FINAL SALE | ||
| 10663 | Mia T-Shirt - Black V Neck | -1972156 | CASUAL | 25044 | Apparel & Accessories > Clothing > Dresses | FAIRE | |
| 10661 | Mia T-Shirt - White Crew Neck | -1997200 | CASUAL, JERSEY | 0 | FAIRE | ||
| 10662 | Mia T-Shirt - White V Neck | -1997200 | CASUAL, JERSEY | 0 | FAIRE | ||
| 10664 | Mia T-Shirt - Black Crew Neck | -1997200 | CASUAL, JERSEY | 0 | FAIRE |