Fold 2 - Understanding why coefficient 312301 was selected
Tag: CAKE TOPPER
Selected Coefficient: 312301
Taxonomy Path: 14.3.50
Taxonomy Name: Home & Garden > Decor > Novelty Signs
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? |
|---|---|---|---|---|---|
| 312301 | 0.012979 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | Yes |
| 362229 | 0.012979 | 14.3.58 | 58.3.14 (58*79^2 + 3*79 + 14) | Home & Garden > Decor > Seasonal & Holiday Decorations | No |
| 967606 | 0.012979 | 14.3.76.1 | 1.76.3.14 (493039 + 76*79^2 + 3*79 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
| 4007605 | 0.037975 | 14.11.10.8 | 8.10.11.14 (8*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Serveware Accessories | No |
These are the training products that have the "CAKE TOPPER" tag (processing sequence 64). 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 |
|---|---|---|---|---|---|---|---|
| 12907 | Cake by Courtney Pom Pom Cake Toppers | 6 ct | 4007605 | Home & Garden > Kitchen & Dining > Tableware > Serveware Accessories | none | 3695304 | none | |
| 12902 | Cake by Courtney Bunting Cake Topper | 1ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 655305 | none | |
| 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 |