Fold 4 - Understanding why coefficient 19198 was selected
Tag: HIDDEN
Selected Coefficient: 19198
Taxonomy Path: 1.6.3
Taxonomy Name: Apparel & Accessories > Jewelry > Bracelets
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 19198 | 1.025316 | 1.6.3 | 3.6.1 (3*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Bracelets | Yes |
| 187389 | 1.088608 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | No |
| 0 | 9.000000 | 0 | 0 (0) | No |
These are the training products that have the "HIDDEN" tag (processing sequence 2256). 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 |
|---|---|---|---|---|---|---|---|
| 17087 | Scorpio Zodiac Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 168191 | none | |
| 17237 | Leo Zodiac Bracelet | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 168191 | none | |
| 17009 | Aries Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17025 | Cancer Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17039 | Gemini Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17238 | Libra Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17269 | Pisces Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17303 | Taurus Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17008 | Aquarius Zodiac Bracelet | 19198 | Apparel & Accessories > Jewelry > Bracelets | none | 0 | none | |
| 17006 | Aligned Bracelet | 0 | META-COLOR:BLUE | -19198 | RETIRE FALL 24 OOS, HER-23 |