Fold 3 - Understanding why coefficient 55611 was selected
Tag: BESTSELLERS
Selected Coefficient: 55611
Taxonomy Path: 1.6.8
Taxonomy Name:
Products with this tag: 25
Unique residual values tried: 11
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? |
|---|---|---|---|---|---|
| 55611 | 16.024677 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | Yes | |
| 41833 | 16.024822 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 62500 | 16.024967 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 21166 | 16.024967 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | No | |
| 75863 | 16.084337 | 1.1.11 | 11.1.1 (11*83^2 + 83 + 1) | No | |
| 0 | 18.000145 | 0 | 0 (0) | No | |
| -34445 | 18.000871 | -0.0.5 | -5.0.0 (-(5*83^2)) | No | |
| -55611 | 19.012048 | -1.6.8 | -8.6.1 (-(8*83^2 + 6*83 + 1)) | No | |
| -2955465 | 19.060241 | -1.1.14.5 | -5.14.1.1 (-(5*83^3 + 14*83^2 + 83 + 1)) | No | |
| 761 | 22.012048 | 14.9 | 9.14 (9*83 + 14) | No | |
| 8026612 | 22.024096 | 14.11.3.14 | 14.3.11.14 (14*83^3 + 3*83^2 + 11*83 + 14) | No |
These are the training products that have the "BESTSELLERS" tag (processing sequence 5316). 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 |
|---|---|---|---|---|---|---|---|
| 15007 | 20 oz Tumbler With Lid and Straw | 8026612 | none | 7971001 | none | ||
| 10122 | Turtleneck Sleeveless Crop Top High Waist Maxi Skirt Satin Set | 75863 | none | 20252 | none | ||
| 10108 | Back Buttons Crop Tank Top Wide Leg Pockets Pants Set | 75863 | none | 20252 | none | ||
| 20707 | Karma Ring | 62500 | none | 6889 | none | ||
| 20715 | Capri Necklace | 55611 | none | 0 | ELEGANCE | ||
| 20685 | Celestial Necklace | 55611 | none | 0 | none | ||
| 20690 | Reflection Necklace | 55611 | none | 0 | none | ||
| 20714 | Capri Earrings | 41833 | none | -13778 | none | ||
| 20691 | Reflection Earrings | 41833 | none | -13778 | none | ||
| 20650 | Ocean Bracelet | 21166 | none | -34445 | ELEGANCE | ||
| 15109 | Zulay Kitchen Vortex Citrus Juicer | 761 | none | -54850 | none | ||
| 15105 | Immersion Blender Handheld 500w Powerful Mixer for Cooking | 761 | none | -54850 | none | ||
| 19314 | Small Glimmer Earrings | 0 | POSTS | -55611 | ELEGANCE | ||
| 20694 | Fearless Earrings | 0 | DANGLES, FRESHWATER PEARLS, FEARLESS | -55611 | ELEGANCE | ||
| 20696 | Bloom Necklace | 0 | GARNETS, FRESHWATER PEARLS, FEARLESS | -55611 | ELEGANCE, PERIDOTS | ||
| 20709 | Celestial Earrings | 0 | DANGLES | -55611 | none | ||
| 20711 | Glimmer Earrings | 0 | POSTS | -55611 | ELEGANCE | ||
| 15124 | Zulay Milk Frother - Without Stand | 0 | HANDHELD MILK FROTHER | -55611 | none | ||
| 20651 | Drift Bracelet with assorted stones | -34445 | GARNETS, FRESHWATER PEARLS, FEARLESS | -90056 | ELEGANCE, PERIDOTS | ||
| 20704 | Pixie Earrings | -55611 | POSTS, FRESHWATER PEARLS | -111222 | ELEGANCE | ||
| 20700 | Appeal Earrings | -55611 | DANGLES, TOURMALINE | -111222 | ELEGANCE | ||
| 20642 | Enchanted Earrings | -55611 | EARRINGS, FRESHWATER PEARLS | -111222 | ELEGANCE | ||
| 19334 | Blissful Earrings | -55611 | DANGLES, FRESHWATER PEARLS | -111222 | none | ||
| 20644 | Fearless Earrings with stones | -55611 | DANGLES, GARNETS, FRESHWATER PEARLS, FEARLESS | -111222 | PERIDOTS | ||
| 18120 | Prima Ankle 14 years picturesque | -2955465 | SHOP ALL, SPRINGVIBE | -3011076 | none |