Fold 2 - Understanding why coefficient -78387694 was selected
Tag: NEW STYLES
Selected Coefficient: -78387694
Taxonomy Path: -2.2.1.6.3
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -25684181 | 5.014085 | -2.4.54.0.1 | -1.0.54.4.2 (-(25411681 + 54*71^2 + 4*71 + 2)) | No | |
| -78387694 | 5.014085 | -2.2.1.6.3 | -3.6.1.2.2 (-(3*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | Yes | |
| 50047120 | 5.014085 | 1.1.59.68.1 | 1.68.59.1.1 (25411681 + 68*71^3 + 59*71^2 + 71 + 1) | No | |
| 51408119 | 5.014085 | 1.0.45.1.2 | 2.1.45.0.1 (2*71^4 + 357911 + 45*71^2 + 1) | No | |
| -69873515 | 6.000000 | -1.3.16.53.2 | -2.53.16.3.1 (-(2*71^4 + 53*71^3 + 16*71^2 + 3*71 + 1)) | No | |
| -32837361 | 6.000000 | -3.4.53.20.1 | -1.20.53.4.3 (-(25411681 + 20*71^3 + 53*71^2 + 4*71 + 3)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No |
These are the training products that have the "NEW STYLES" tag (processing sequence 1749). 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 |
|---|---|---|---|---|---|---|---|
| 9207 | Jaurès | 51408119 | BLACK, OVERSIZED, DARK TURTLE, NEW HINGE | 129795813 | OPTICAL, OVAL FACE, ROUND FACE, SQUARE | ||
| 9193 | Rue Amélie | 50047120 | GOLD, 8MM, GLASSES, NEW HINGE | 128434814 | OPTICAL, ROUND FACE | ||
| 9206 | Ségur | 0 | GOLD, DARK TURTLE, GLASSES, LARGE, NEW HINGE | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | OPTICAL, SQUARE | |
| 9189 | Theatre | -25684181 | GOLD, BLACK, ROUND, 8MM, DARK TURTLE, GLASSES, MEDIUM, NEW HINGE | 52703513 | OPTICAL, OVAL FACE, PETITE | ||
| 9191 | Rue Berthe | -32837361 | GOLD, PINK, 8MM, CAT-EYE, GLASSES, MEDIUM, NEW HINGE | 45550333 | OPTICAL, OVAL FACE, PETITE | ||
| 9166 | Rue Duroc | -69873515 | ROUND, 8MM, DARK TURTLE, MEDIUM | 8514179 | OPTICAL, OVAL FACE, PETITE | ||
| 9187 | Place Coluche | -78387694 | ROUND, MEDIUM | 0 | OPTICAL, OVAL FACE |