Fold 4 - Understanding why coefficient -6902546 was selected
Tag: ADVENTURE
Selected Coefficient: -6902546
Taxonomy Path: -0.0.0.14
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -6902546 | 2.012820 | -0.0.0.14 | -14.0.0.0 (-(14*79^3)) | Yes | |
| 0 | 2.012820 | 0 | 0 (0) | No | |
| 605377 | 2.012979 | 0.0.18.1 | 1.18.0.0 (493039 + 18*79^2) | No | |
| 967276 | 2.037975 | 0.78.75.1 | 1.75.78.0 (493039 + 75*79^2 + 78*79) | No | |
| 568 | 5.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 18819 | 5.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
These are the training products that have the "ADVENTURE" tag (processing sequence 4538). 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 |
|---|---|---|---|---|---|---|---|
| 13104 | Safari Binoculars Shaped Napkins | 24 ct | 967276 | NAPKINS | 7869822 | none | ||
| 12891 | Adventure Birthday Banner, 4.5' x 5" | 1ct | 605377 | DECORATIONS | 7507923 | none | ||
| 10645 | The Monsters of Rookhaven (Paperback) Padraig Kenny (author), Edward Bettison (illustrator) | 18819 | Media > Books > Print Books | none | 6921365 | none | |
| 16961 | Daily Belt Bag | 568 | Luggage & Bags > Fanny Packs | none | 6903114 | none | |
| 12893 | Adventure Birthday Bear Shaped Plate, 9.5" | 8 ct | 0 | 9" | 6902546 | none | ||
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | -6902546 | HATS | 0 | none |