Fold 3 - Understanding why coefficient -6951085 was selected
Tag: NURSING DRESS
Selected Coefficient: -6951085
Taxonomy Path: -1.1.13.12
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? |
|---|---|---|---|---|---|
| -6951085 | 3.000145 | -1.1.13.12 | -12.13.1.1 (-(12*83^3 + 13*83^2 + 83 + 1)) | Yes | |
| -27640 | 3.000145 | -1.1.4 | -4.1.1 (-(4*83^2 + 83 + 1)) | No | |
| 62085 | 3.000145 | 1.1.9 | 9.1.1 (9*83^2 + 83 + 1) | No | |
| 1191881 | 3.000145 | 1.1.7.2 | 2.7.1.1 (2*83^3 + 7*83^2 + 83 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "NURSING DRESS" tag (processing sequence 4058). 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 |
|---|---|---|---|---|---|---|---|
| 27908 | Cybelle Shirt Dress-Nursing | 1191881 | none | 8142966 | WORK DRESS | ||
| 27903 | Tess Jumpsuit (Nursing Friendly) | 62085 | none | 7013170 | WORK DRESS | ||
| 27765 | Ollie Smocked Sundress | 0 | CAREER | 6951085 | PP_NEW ARRIVAL | ||
| 27774 | Marcelle (nursing friendly) | -27640 | SHOWER DRESS, MAXI DRESS | 6923445 | none | ||
| 27944 | Laurel Dress -Nursing | -6951085 | CAREER, PHOTOSHOOTFAB, SWEATER, FITTED DRESS | 0 | none |