Fold 0 - Understanding why coefficient -5504642 was selected
Tag: ELEVATED ESSENTIAL
Selected Coefficient: -5504642
Taxonomy Path: -1.1.13.11
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -5504642 | 1.000160 | -1.1.13.11 | -11.13.1.1 (-(11*79^3 + 13*79^2 + 79 + 1)) | Yes | |
| -2970796 | 1.000320 | -1.1.2.6 | -6.2.1.1 (-(6*79^3 + 2*79^2 + 79 + 1)) | No | |
| -1972156 | 3.000000 | -0.0.0.4 | -4.0.0.0 (-(4*79^3)) | 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 |
|---|---|---|---|---|---|---|---|
| 10663 | Mia T-Shirt - Black V Neck | -1972156 | CASUAL | 3532486 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | FAIRE | |
| 10657 | Cass Dress in Black | -2970796 | DRESS | 2533846 | FINAL SALE | ||
| 10661 | Mia T-Shirt - White Crew Neck | -5504642 | CASUAL, JERSEY | 0 | FAIRE | ||
| 10662 | Mia T-Shirt - White V Neck | -5504642 | CASUAL, JERSEY | 0 | FAIRE |