Fold 3 - Understanding why coefficient 2321768 was selected
Tag: CULINARY
Selected Coefficient: 2321768
Taxonomy Path: 9.2.5.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 2321768 | 3.000581 | 9.2.5.4 | 4.5.2.9 (4*83^3 + 5*83^2 + 2*83 + 9) | Yes | |
| 8604536 | 3.000726 | 9.2.4.15 | 15.4.2.9 (15*83^3 + 4*83^2 + 2*83 + 9) | No | |
| 592629 | 3.000726 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | No | |
| 682186 | 3.000726 | 9.2.16.1 | 1.16.2.9 (571787 + 16*83^2 + 2*83 + 9) | No | |
| 558184 | 3.000726 | 9.2.81 | 81.2.9 (81*83^2 + 2*83 + 9) | No | |
| 122418457 | 8.000000 | 14.11.8.48.2 | 2.48.8.11.14 (2*83^4 + 48*83^3 + 8*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | No |
| 971357 | 8.000000 | 8.0.58.1 | 1.58.0.8 (571787 + 58*83^2 + 8) | No | |
| 20767 | 8.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | No |
These are the training products that have the "CULINARY" tag (processing sequence 6820). 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 |
|---|---|---|---|---|---|---|---|
| 18168 | Measuring Spoons | 122418457 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Measuring Cups & Spoons > Measuring Spoons | none | 120096689 | none | |
| 27255 | Savory Sauces, Pickles, Beets, Chili Sauces, Salsas & more.. | 8604536 | none | 6282768 | none | ||
| 18208 | Herbs de Provence Focaccia Bread Mix | 2321768 | none | 0 | none | ||
| 18209 | Herbs de Provence Boule Rustic Bread Mix | 2321768 | none | 0 | none | ||
| 18201 | Lavender Soft Biscotti Trio | 971357 | BFF | -1350411 | MAN | ||
| 18206 | Lavender Spices | 682186 | none | -1639582 | none | ||
| 18188 | Lavender Honey Stir Stick Bouquet | 592629 | none | -1729139 | none | ||
| 18167 | Honey Bee Lollipop | 558184 | STOCKING | -1763584 | none | ||
| 18202 | The Lavender Cookbook | 20767 | none | -2301001 | none |