Fold 0 - Understanding why coefficient -149943 was selected
Tag: CLOUD GREY
Selected Coefficient: -149943
Taxonomy Path: -1.2.24
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -149943 | 2.000000 | -1.2.24 | -24.2.1 (-(24*79^2 + 2*79 + 1)) | Yes | |
| 0 | 2.000000 | 0 | 0 (0) | No | |
| 312649216 | 2.000000 | 1.1.10.2.8 | 8.2.10.1.1 (8*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | No |
These are the training products that have the "CLOUD GREY" tag (processing sequence 1017). 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 |
|---|---|---|---|---|---|---|---|
| 1649 | Giulia Stole - 100% Cashmere Knit | 312649216 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Ponchos | CAPE | 312799159 | TUNGSTEN | |
| 1536 | Firenze Cape - 10% Cashmere / 40% Merino Blend Knit | 0 | CAPE SHAWL | 149943 | Apparel & Accessories > Clothing Accessories > Pinback Buttons | none | |
| 1720 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | -149943 | BLEND, BUTTON | 0 | none |