Fold 0 - Understanding why coefficient -19198 was selected
Tag: BESTSELLERS
Selected Coefficient: -19198
Taxonomy Path: -1.6.3
Taxonomy Name:
Products with this tag: 22
Unique residual values tried: 12
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? |
|---|---|---|---|---|---|
| -19198 | 16.000481 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | Yes | |
| -50403 | 16.000481 | -1.6.8 | -8.6.1 (-(8*79^2 + 6*79 + 1)) | No | |
| 50403 | 16.025477 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 37921 | 16.025797 | 1.6.6 | 6.6.1 (6*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 2047128 | 16.050793 | 1.1.12.4 | 4.12.1.1 (4*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Jeans | No |
| 68731 | 16.050793 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| 0 | 18.000160 | 0 | 0 (0) | No | |
| 6241 | 18.000481 | 0.0.1 | 1.0.0 (6241) | No | |
| 725 | 18.025316 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
| 79879758 | 18.037975 | 14.15.1.4.2 | 2.4.1.15.14 (2*79^4 + 4*79^3 + 6241 + 15*79 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets > Throw Blankets | No |
| 6922152 | 18.037975 | 14.11.3.14 | 14.3.11.14 (14*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | No |
| -69601 | 20.000000 | -2.12.11 | -11.12.2 (-(11*79^2 + 12*79 + 2)) | No |
These are the training products that have the "BESTSELLERS" tag (processing sequence 3573). 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 |
|---|---|---|---|---|---|---|---|
| 15006 | Tortilla Blanket | 79879758 | Home & Garden > Linens & Bedding > Bedding > Blankets > Throw Blankets | none | 79898956 | none | |
| 15007 | 20 oz Tumbler With Lid and Straw | 6922152 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | none | 6941350 | none | |
| 18120 | Prima Ankle 14 years picturesque | 2047128 | Apparel & Accessories > Clothing > Pants > Jeans | SPRINGVIBE, NEW CLOTHING | 2066326 | none | |
| 10108 | Back Buttons Crop Tank Top Wide Leg Pockets Pants Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 87929 | none | |
| 20685 | Celestial Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | DRUZY, CELESTIAL | 69601 | none | |
| 19322 | Lucky Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | DRUZY, CELESTIAL | 69601 | none | |
| 20690 | Reflection Necklace | 50403 | Apparel & Accessories > Jewelry > Necklaces | none | 69601 | none | |
| 20691 | Reflection Earrings | 37921 | Apparel & Accessories > Jewelry > Earrings | none | 57119 | none | |
| 20707 | Karma Ring | 6241 | ONYX | 25439 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | |
| 15109 | Zulay Kitchen Vortex Citrus Juicer | 725 | Home & Garden > Household Appliances | none | 19923 | none | |
| 15105 | Immersion Blender Handheld 500w Powerful Mixer for Cooking | 725 | Home & Garden > Household Appliances | none | 19923 | none | |
| 20709 | Celestial Earrings | 0 | DANGLES, DRUZY, CELESTIAL | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | |
| 14986 | Rotary Cheese Grater - 3 Stainless Steel Drum Blades | 0 | CHEESE TOOL | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | |
| 19334 | Blissful Earrings | 0 | DANGLES | 19198 | Apparel & Accessories > Jewelry > Bracelets | CLASSIC | |
| 20711 | Glimmer Earrings | -19198 | POSTS, DRUZY, CELESTIAL, ELEGANCE | 0 | none | ||
| 20696 | Bloom Necklace | -19198 | FEARLESS, ELEGANCE | 0 | PERIDOTS | ||
| 20704 | Pixie Earrings | -19198 | POSTS, ELEGANCE | 0 | CLASSIC | ||
| 19327 | Embrace Earrings | -50403 | DANGLES, DRUZY | -31205 | none | ||
| 20644 | Fearless Earrings with stones | -50403 | DANGLES, FEARLESS | -31205 | PERIDOTS, CLASSIC | ||
| 20651 | Drift Bracelet with assorted stones | -50403 | FEARLESS, ELEGANCE | -31205 | PERIDOTS | ||
| 20642 | Enchanted Earrings | -69601 | EARRINGS, ONYX, ELEGANCE | -50403 | none | ||
| 20694 | Fearless Earrings | -69601 | DANGLES, FEARLESS, ELEGANCE | -50403 | CLASSIC |