Fold 3 - 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: 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? |
|---|---|---|---|---|---|
| 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 |
| 83867441 | 4.025957 | 14.11.8.12.2 | 2.12.8.11.14 (2*79^4 + 12*79^3 + 8*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | No |
| 725 | 4.063291 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "COFFEE & TEA" tag (processing sequence 2363). 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 |
|---|---|---|---|---|---|---|---|
| 15023 | Adjustable Vegetable Steamer Basket | 83867441 | Home & Garden > Kitchen & Dining > Kitchen Tools & Utensils > Colanders & Strainers > Strainers | none | 68045623 | BBQ & GRILL | |
| 15025 | Automatic 4-in-1 Milk Frother Electric Heater | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15032 | Classic Milk Frother With Stand | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 14933 | Milk Frother OG With Stand | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 15123 | Milk Boss Milk Frother With Holster Stand | 15821818 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | none | |
| 14927 | ZK Milk Frother Heater Set | 725 | Home & Garden > Household Appliances | none | -15821093 | none | |
| 14982 | Zulay Coffee Espresso Machines - Refurbished | 725 | Home & Garden > Household Appliances | none | -15821093 | none | |
| 15044 | Double Grip Handheld Milk Frother | 0 | HANDHELD MILK FROTHER | -15821818 | none | ||
| 15049 | Executive Series Premium Milk Frother | 0 | HANDHELD MILK FROTHER | -15821818 | 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 | BESTSELLERS, STOCKYPHI_IN_STOCK |