Fold 1 - Understanding why coefficient 18346334 was selected
Tag: COFFEE & TEA
Selected Coefficient: 18346334
Taxonomy Path: 14.11.7.32
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers
Products with this tag: 11
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 18346334 | 3.012193 | 14.11.7.32 | 32.7.11.14 (32*83^3 + 7*83^2 + 11*83 + 14) | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | Yes |
| 240220357 | 3.012919 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No | |
| 761 | 3.084337 | 14.9 | 9.14 (9*83 + 14) | No | |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "COFFEE & TEA" tag (processing sequence 3152). 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 |
|---|---|---|---|---|---|---|---|
| 14934 | Insulated Coffee Mug with Lid | 240220357 | none | 221874023 | none | ||
| 14933 | Milk Frother OG With Stand | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15025 | Automatic 4-in-1 Milk Frother Electric Heater | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15032 | Classic Milk Frother With Stand | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | WHOLESALE | |
| 15122 | Milk Boss Milk Frother With 16-Piece Stencils | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15123 | Milk Boss Milk Frother With Holster Stand | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15011 | Milk Frother With Stand (Christmas Edition) | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 14949 | Zulay Magia LUX White Automatic Espresso Machine with Milk Container and Espresso Cups | 761 | none | -18345573 | none | ||
| 15124 | Zulay Milk Frother - Without Stand | 0 | HANDHELD MILK FROTHER | -18346334 | WHOLESALE | ||
| 15023 | Adjustable Vegetable Steamer Basket | 0 | KITCHEN TOOLS | -18346334 | BBQ & GRILL | ||
| 15044 | Double Grip Handheld Milk Frother | 0 | HANDHELD MILK FROTHER | -18346334 | none |