Fold 3 - Understanding why coefficient -626899 was selected
Tag: HOT WHEELS
Selected Coefficient: -626899
Taxonomy Path: -0.0.8.1
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -626899 | 2.000145 | -0.0.8.1 | -1.8.0.0 (-(571787 + 8*83^2)) | Yes | |
| 0 | 2.000145 | 0 | 0 (0) | No | |
| 399825 | 2.000145 | 14.3.58 | 58.3.14 (58*83^2 + 3*83 + 14) | No | |
| 1095614 | 2.000145 | 14.3.76.1 | 1.76.3.14 (571787 + 76*83^2 + 3*83 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
These are the training products that have the "HOT WHEELS" tag (processing sequence 4823). 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 |
|---|---|---|---|---|---|---|---|
| 13016 | Hot Wheels Birthday Banner Kit | 2ct | 1095614 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 1722513 | none | |
| 13027 | Hot Wheels Spiral Decorations | 12ct | 399825 | none | 1026724 | Home & Garden > Decor > Vase Fillers & Table Scatters > Table Scatters | none | |
| 13015 | Hot Wheels Beverage Napkins | 16 ct | 0 | BEVERAGE NAPKINS | 626899 | none | ||
| 13028 | Hot Wheels Table Centerpiece Kit | 4pcs | -626899 | CENTERPIECE | 0 | none |