Fold 3 - 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 | 1.000160 | -1.1.4.4 | -4.4.1.1 (-(4*79^3 + 4*79^2 + 79 + 1)) | Yes | |
| -2970796 | 1.000481 | -1.1.2.6 | -6.2.1.1 (-(6*79^3 + 2*79^2 + 79 + 1)) | No | |
| 3488799 | 4.000000 | 1.1.6.7 | 7.6.1.1 (7*79^3 + 6*79^2 + 79 + 1) | No |
These are the training products that have the "ELEVATED ESSENTIAL" tag (processing sequence 1282). 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 | 3488799 | BUTTON DOWN | 5485999 | none | ||
| 10661 | Mia T-Shirt - White Crew Neck | -1997200 | CASUAL, JERSEY | 0 | SALE | ||
| 10662 | Mia T-Shirt - White V Neck | -1997200 | CASUAL, JERSEY | 0 | SALE | ||
| 10664 | Mia T-Shirt - Black Crew Neck | -1997200 | CASUAL, JERSEY | 0 | SALE | ||
| 10657 | Cass Dress in Black | -2970796 | DRESS | -973596 | none |