Fold 3 - Understanding why coefficient 312301 was selected
Tag: CAKE BY COURTNEY
Selected Coefficient: 312301
Taxonomy Path: 14.3.50
Taxonomy Name: Home & Garden > Decor > Novelty Signs
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? |
|---|---|---|---|---|---|
| 312301 | 0.000160 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | Yes |
| 362229 | 0.000160 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
These are the training products that have the "CAKE BY COURTNEY" tag (processing sequence 3320). 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 |
|---|---|---|---|---|---|---|---|
| 12905 | Cake by Courtney "Hip Hip Hooray" Cake Topper | 1 ct | 362229 | Home & Garden > Decor > Seasonal & Holiday Decorations | none | 49928 | none | |
| 12903 | Cake by Courtney "Happy Day" Cake Topper | 1ct | 312301 | Home & Garden > Decor > Novelty Signs | none | 0 | none |