Fold 0 - Understanding why coefficient 137553 was selected
Tag: SPA PARTY
Selected Coefficient: 137553
Taxonomy Path: 14.3.22
Taxonomy Name: Home & Garden > Decor > Decorative Jars
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 137553 | 1.000160 | 14.3.22 | 22.3.14 (22*79^2 + 3*79 + 14) | Home & Garden > Decor > Decorative Jars | Yes |
| 967606 | 1.000160 | 14.3.76.1 | 1.76.3.14 (493039 + 76*79^2 + 3*79 + 14) | Home & Garden > Decor > Wreaths & Garlands > Garlands | No |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "SPA PARTY" tag (processing sequence 3027). 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 |
|---|---|---|---|---|---|---|---|
| 13117 | Spa Party Hanging Decorations | 5ct | 967606 | Home & Garden > Decor > Wreaths & Garlands > Garlands | none | 830053 | none | |
| 13116 | Spa Party Favor Containers | 8ct | 137553 | Home & Garden > Decor > Decorative Jars | none | 0 | none | |
| 13229 | Spa Party Table Centerpiece Kit | 7pcs | 0 | CENTERPIECE | -137553 | none |