Fold 4 - Understanding why coefficient 592629 was selected
Tag: CULINARY
Selected Coefficient: 592629
Taxonomy Path: 9.2.3.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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 | 4.000290 | 9.2.5.4 | 4.5.2.9 (4*83^3 + 5*83^2 + 2*83 + 9) | No | |
| 8604536 | 4.000290 | 9.2.4.15 | 15.4.2.9 (15*83^3 + 4*83^2 + 2*83 + 9) | No | |
| 592629 | 4.000290 | 9.2.3.1 | 1.3.2.9 (571787 + 3*83^2 + 2*83 + 9) | Yes | |
| 122418457 | 6.000000 | 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 |
| 1012596 | 6.000000 | 79.81.63.1 | 1.63.81.79 (571787 + 63*83^2 + 81*83 + 79) | No | |
| 516945 | 6.000000 | 21.3.75 | 75.3.21 (75*83^2 + 3*83 + 21) | No | |
| 20767 | 6.000000 | 17.1.3 | 3.1.17 (3*83^2 + 83 + 17) | No |
These are the training products that have the "CULINARY" tag (processing sequence 6500). 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 | 121825828 | none | |
| 27255 | Savory Sauces, Pickles, Beets, Chili Sauces, Salsas & more.. | 8604536 | none | 8011907 | none | ||
| 18209 | Herbs de Provence Boule Rustic Bread Mix | 2321768 | none | 1729139 | none | ||
| 18201 | Lavender Soft Biscotti Trio | 1012596 | BFF | 419967 | none | ||
| 18188 | Lavender Honey Stir Stick Bouquet | 592629 | none | 0 | none | ||
| 18167 | Honey Bee Lollipop | 516945 | STOCKING | -75684 | none | ||
| 18202 | The Lavender Cookbook | 20767 | none | -571862 | none |