Fold 2 - Understanding why coefficient -1233215 was selected
Tag: SITE-NAV-WEEKEND
Selected Coefficient: -1233215
Taxonomy Path: -1.1.13.2
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? |
|---|---|---|---|---|---|
| -1233215 | 3.000002 | -1.1.13.2 | -2.13.1.1 (-(2*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -661428 | 3.000002 | -1.1.13.1 | -1.13.1.1 (-(571787 + 13*83^2 + 83 + 1)) | No | |
| 6889 | 3.000145 | 0.0.1 | 1.0.0 (6889) | No | |
| 5710981 | 3.000145 | 0.0.82.9 | 9.82.0.0 (9*83^3 + 82*83^2) | No | |
| 661428 | 4.000000 | 1.1.13.1 | 1.13.1.1 (571787 + 13*83^2 + 83 + 1) | No |
These are the training products that have the "SITE-NAV-WEEKEND" tag (processing sequence 6970). 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 |
|---|---|---|---|---|---|---|---|
| 11225 | Paula Smocked Waist Wide Leg Pant | 5710981 | SITE-NAV-RESORT | 6944196 | none | ||
| 11175 | Quinn Off-Shoulder Top | 661428 | none | 1894643 | none | ||
| 6492 | Syd Pinstripe Tailored Skort | 6889 | SKIRTS | 1240104 | none | ||
| 11215 | Connie Smocked Back Dress | -661428 | SITE-NAV-DRESSES, SITE-NAV-RESORT | 571787 | none | ||
| 11196 | Georgie Tailored Crossover Short | -1233215 | SITE-NAV-RESORT, SHORTS | 0 | none |