Fold 4 - Understanding why coefficient -2898220 was selected
Tag: DARK TURTLE
Selected Coefficient: -2898220
Taxonomy Path: -0.66.6.8
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -2898220 | 3.014085 | -0.66.6.8 | -8.6.66.0 (-(8*71^3 + 6*71^2 + 66*71)) | Yes | |
| 105577 | 3.014085 | 0.67.20 | 20.67.0 (20*71^2 + 67*71) | No | |
| -3065143 | 4.000000 | -2.3.40.8 | -8.40.3.2 (-(8*71^3 + 40*71^2 + 3*71 + 2)) | No | |
| -2928893 | 4.000000 | -1.1.13.8 | -8.13.1.1 (-(8*71^3 + 13*71^2 + 71 + 1)) | No | |
| 30673 | 4.000000 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
These are the training products that have the "DARK TURTLE" tag (processing sequence 1012). 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 |
|---|---|---|---|---|---|---|---|
| 9206 | Ségur | 105577 | GOLD, 22K, ACETATE | 3003797 | LARGE, NEW HINGE, NEW STYLES, OPTICAL | ||
| 9166 | Rue Duroc | 30673 | Apparel & Accessories > Jewelry > Earrings | ROUND, 8MM, ACETATE | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | DIAMOND FACE, MEDIUM, NEW STYLES, OPTICAL |
| 9212 | Saint Germain | -2898220 | BLACK, ROUND, 8MM, ACETATE | 0 | DIAMOND FACE, NEW HINGE, OPTICAL | ||
| 9167 | Rue de Turenne | -2928893 | GOLD, BLACK, 8MM, 22K, ACETATE | -30673 | DIAMOND FACE, MEDIUM, NEW HINGE, NEW STYLES, OPTICAL | ||
| 9189 | Theatre | -3065143 | GOLD, BLACK, ROUND, 8MM, 22K, ACETATE | -166923 | DIAMOND FACE, MEDIUM, NEW HINGE, NEW STYLES, OPTICAL |