Fold 3 - Understanding why coefficient -649223 was selected
Tag: ADVENTURE
Selected Coefficient: -649223
Taxonomy Path: -1.2.25.1
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? |
|---|---|---|---|---|---|
| -649223 | 4.000000 | -1.2.25.1 | -1.25.2.1 (-(493039 + 25*79^2 + 2*79 + 1)) | Yes | |
| 568 | 4.000000 | 15.7 | 7.15 (7*79 + 15) | Luggage & Bags > Fanny Packs | No |
| 18819 | 4.000000 | 17.1.3 | 3.1.17 (3*79^2 + 79 + 17) | Media > Books > Print Books | No |
| 605377 | 4.000000 | 0.0.18.1 | 1.18.0.0 (493039 + 18*79^2) | 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 4456). 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 | 119534915 | none | |
| 12891 | Adventure Birthday Banner, 4.5' x 5" | 1ct | 605377 | DECORATIONS | 1254600 | none | ||
| 10645 | The Monsters of Rookhaven (Paperback) Padraig Kenny (author), Edward Bettison (illustrator) | 18819 | Media > Books > Print Books | none | 668042 | none | |
| 16961 | Daily Belt Bag | 568 | Luggage & Bags > Fanny Packs | none | 649791 | none | |
| 12892 | Adventure Birthday Bear Hats 6.5" | 8 ct | -649223 | HATS, WEARABLES | 0 | none |