Fold 1 - Understanding why coefficient 605377 was selected
Tag: ADVENTURE
Selected Coefficient: 605377
Taxonomy Path: 0.0.18.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 605377 | 2.012658 | 0.0.18.1 | 1.18.0.0 (493039 + 18*79^2) | Yes | |
| 967276 | 2.012658 | 0.78.75.1 | 1.75.78.0 (493039 + 75*79^2 + 78*79) | No | |
| -5086574 | 3.000000 | -1.2.25.10 | -10.25.2.1 (-(10*79^3 + 25*79^2 + 2*79 + 1)) | No | |
| 118885692 | 3.000000 | 14.11.10.4.3 | 3.4.10.11.14 (3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | No |
These are the training products that have the "ADVENTURE" tag (processing sequence 4310). 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 |
|---|---|---|---|---|---|---|---|
| 13105 | Safari Jeep Shaped Paper Plates | 8 ct | 118885692 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | none | 118280315 | none | |
| 13104 | Safari Binoculars Shaped Napkins | 24 ct | 967276 | NAPKINS | 361899 | none | ||
| 12891 | Adventure Birthday Banner, 4.5' x 5" | 1ct | 605377 | DECORATIONS | 0 | none | ||
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | -5086574 | HATS, WEARABLES | -5691951 | none |