Fold 2 - Understanding why coefficient -493039 was selected
Tag: ADVENTURE
Selected Coefficient: -493039
Taxonomy Path: -0.0.0.1
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? |
|---|---|---|---|---|---|
| -493039 | 2.012660 | -0.0.0.1 | -1.0.0.0 (-(493039)) | Yes | |
| 0 | 2.012660 | 0 | 0 (0) | No | |
| 967276 | 2.025316 | 0.78.75.1 | 1.75.78.0 (493039 + 75*79^2 + 78*79) | No | |
| 18819 | 4.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
| 118885692 | 4.000000 | 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 3305). 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 | 119378731 | none | |
| 13104 | Safari Binoculars Shaped Napkins | 24 ct | 967276 | NAPKINS | 1460315 | none | ||
| 10645 | The Monsters of Rookhaven (Paperback) Padraig Kenny (author), Edward Bettison (illustrator) | 18819 | Media > Books > Print Books | none | 511858 | none | |
| 12893 | Adventure Birthday Bear Shaped Plate, 9.5" | 8 ct | 0 | 9" | 493039 | none | ||
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | -493039 | HATS | 0 | none |