Fold 2 - Understanding why coefficient 18346334 was selected
Tag: HANDHELD MILK FROTHER
Selected Coefficient: 18346334
Taxonomy Path: 14.11.7.32
Taxonomy Name: Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers
Products with this tag: 3
Unique residual values tried: 1
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 | 0.000000 | 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 |
These are the training products that have the "HANDHELD MILK FROTHER" tag (processing sequence 1611). 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 |
|---|---|---|---|---|---|---|---|
| 15012 | One Touch Milk Frother | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA | |
| 15044 | Double Grip Handheld Milk Frother | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA, COFFEE MAKER | |
| 15049 | Executive Series Premium Milk Frother | 18346334 | Home & Garden > Kitchen & Dining > Kitchen Appliances > Milk Frothers & Steamers | none | 0 | COFFEE & TEA, COFFEE MAKER |