Fold 0 - Understanding why coefficient 399675 was selected
Tag: TRS HOLIDAY
Selected Coefficient: 399675
Taxonomy Path: 14.3.64
Taxonomy Name: Home & Garden > Decor > Throw Pillows
Products with this tag: 2
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 399675 | 0.000160 | 14.3.64 | 64.3.14 (64*79^2 + 3*79 + 14) | Home & Garden > Decor > Throw Pillows | Yes |
| 3813502 | 0.000160 | 14.3.58.7 | 7.58.3.14 (7*79^3 + 58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | No |
These are the training products that have the "TRS HOLIDAY" tag (processing sequence 2845). 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 |
|---|---|---|---|---|---|---|---|
| 15491 | Noelle Tree Ornament White/Green 4" | 3813502 | Home & Garden > Decor > Seasonal & Holiday Decorations > Holiday Ornaments | none | 3413827 | none | |
| 15483 | Merry Christmas Embroidered Pillow Dark Green/Gold 13x24 | 399675 | Home & Garden > Decor > Throw Pillows | none | 0 | none |