Fold 2 - Understanding why coefficient 312301 was selected
Tag: METAL SIGN
Selected Coefficient: 312301
Taxonomy Path: 14.3.50
Taxonomy Name: Home & Garden > Decor > Novelty Signs
Products with this tag: 5
Unique residual values tried: 1
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 | 0.000000 | 14.3.50 | 50.3.14 (50*79^2 + 3*79 + 14) | Home & Garden > Decor > Novelty Signs | Yes |
These are the training products that have the "METAL SIGN" tag (processing sequence 810). 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 |
|---|---|---|---|---|---|---|---|
| 9687 | Pole Vault Sign, Track and Field Gift, Track and Field Wall Decor, Track Team Sign, High School Sports, Bedroom Decor Athletes S-SSS034 | 312301 | Home & Garden > Decor > Novelty Signs | none | 0 | none | |
| 9705 | Robotics Engineering Sign, Robotics Engineering Gift, Robotics Engineering Sign, Engineer Decor, Engineer Graduation Gift Q-SSO021 | 312301 | Home & Garden > Decor > Novelty Signs | none | 0 | PERSONALIZED SIGN | |
| 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 | 0 | none | |
| 9802 | 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 | 0 | none | |
| 9865 | Tibetan Mastiff Sign Funny Dog Sign Mastiff No Trespassing Sign Dog Warning Sign Beware of Dog Sign Warning Sign Yard Sign Welcome Z-PIS235 | 312301 | Home & Garden > Decor > Novelty Signs | none | 0 | none |