Fold 1 - Understanding why coefficient 15821818 was selected
Tag: COFFEE & TEA
Selected Coefficient: 15821818
Taxonomy Path: 14.11.7.32
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 15821818 | 4.025477 | 14.11.7.32 | 32.7.11.14 (32*79^3 + 7*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | Yes |
| 197278893 | 4.025797 | 14.11.10.5.5 | 5.5.10.11.14 (5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | No |
| 725 | 4.050633 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "COFFEE & TEA" tag (processing sequence 2215). 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 | 197278893 | Home & Garden > Kitchen & Dining > Tableware > Drinkware > Mugs | none | 181457075 | none | |
| 15025 | Automatic 4-in-1 Milk Frother Electric Heater | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15011 | Milk Frother With Stand (Christmas Edition) | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | STOCKYPHI_IN_STOCK | |
| 15032 | Classic Milk Frother With Stand | 15821818 | 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 | 725 | Home & Garden > Household Appliances | none | -15821093 | none | |
| 14982 | Zulay Coffee Espresso Machines - Refurbished | 725 | Home & Garden > Household Appliances | none | -15821093 | none | |
| 15012 | One Touch Milk Frother | 0 | HANDHELD MILK FROTHER | -15821818 | STOCKYPHI_IN_STOCK | ||
| 15124 | Zulay Milk Frother - Without Stand | 0 | HANDHELD MILK FROTHER | -15821818 | STOCKYPHI_IN_STOCK | ||
| 15044 | Double Grip Handheld Milk Frother | 0 | HANDHELD MILK FROTHER | -15821818 | COFFEE MAKER | ||
| 15049 | Executive Series Premium Milk Frother | 0 | HANDHELD MILK FROTHER | -15821818 | COFFEE MAKER |