Fold 1 - Understanding why coefficient -168191 was selected
Tag: HIDDEN
Selected Coefficient: -168191
Taxonomy Path: -0.75.26
Taxonomy Name:
Products with this tag: 12
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? |
|---|---|---|---|---|---|
| -168191 | 1.037975 | -0.75.26 | -26.75.0 (-(26*79^2 + 75*79)) | Yes | |
| 0 | 1.101266 | 0 | 0 (0) | No | |
| -19198 | 11.000000 | -1.6.3 | -3.6.1 (-(3*79^2 + 6*79 + 1)) | No |
These are the training products that have the "HIDDEN" tag (processing sequence 2252). 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 | 0 | META-COLOR:DARK | 168191 | none | ||
| 17237 | Leo Zodiac Bracelet | 0 | META-COLOR:DARK | 168191 | none | ||
| 17086 | Sagittarius Zodiac Bracelet | 0 | META-COLOR:DARK | 168191 | none | ||
| 17006 | Aligned Bracelet | -19198 | RETIRE FALL 24 OOS, META-COLOR:DARK | 148993 | none | ||
| 17026 | Capricorn Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17039 | Gemini Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17238 | Libra Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 16909 | Virgo Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17269 | Pisces Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17008 | Aquarius Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17009 | Aries Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none | ||
| 17025 | Cancer Zodiac Bracelet | -168191 | META-COLOR:DARK | 0 | none |