Fold 3 - Understanding why coefficient 725 was selected
Tag: BESTSELLERS
Selected Coefficient: 725
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 725 | 1.012658 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | Yes |
| 6922152 | 1.025316 | 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 |
| -15821818 | 3.000000 | -14.11.7.32 | -32.7.11.14 (-(32*79^3 + 7*79^2 + 11*79 + 14)) | No |
These are the training products that have the "BESTSELLERS" tag (processing sequence 2992). 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 |
|---|---|---|---|---|---|---|---|
| 15007 | 20 oz Tumbler With Lid and Straw | 6922152 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Travel Mugs | none | 6921427 | none | |
| 15105 | Immersion Blender Handheld 500w Powerful Mixer for Cooking | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 15109 | Zulay Kitchen Vortex Citrus Juicer | 725 | Home & Garden > Household Appliances | none | 0 | none | |
| 15124 | Zulay Milk Frother - Without Stand | -15821818 | HANDHELD MILK FROTHER, COFFEE & TEA | -15822543 | STOCKYPHI_IN_STOCK |