Fold 3 - Understanding why coefficient 143794 was selected
Tag: FRONT DOOR SIGN
Selected Coefficient: 143794
Taxonomy Path: 14.3.23
Taxonomy Name: Home & Garden > Decor > Decorative Plaques
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? |
|---|---|---|---|---|---|
| 143794 | 0.000160 | 14.3.23 | 23.3.14 (23*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Plaques | Yes |
| 312301 | 0.000160 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | No |
These are the training products that have the "FRONT DOOR SIGN" tag (processing sequence 1458). 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 |
|---|---|---|---|---|---|---|---|
| 9768 | Saint Bernard Sign Funny Dog Sign No Trespassing Sign Dog Warning Sign Beware of Dog Sign Warning Sign Yard Sign Welcome Sign Decor Z-PIS230 | 312301 | Home & Garden > Decor > Novelty Signs | none | 168507 | METAL SIGN | |
| 9657 | Personalized Gnome Sign, Buffalo Plaid Truck Gnome Fall Metal Sign, Round Gnome Signs, Autumn Pumpkin Patch Fall Gnome Decor Custom 7-FAL009 | 143794 | Home & Garden > Decor > Decorative Plaques | none | 0 | none |