Fold 4 - Understanding why coefficient -47118227 was selected
Tag: NEW STYLES
Selected Coefficient: -47118227
Taxonomy Path: -0.0.46.60.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| 0 | 4.028367 | 0 | 0 (0) | No | |
| -47118227 | 4.028367 | -0.0.46.60.1 | -1.60.46.0.0 (-(25411681 + 60*71^3 + 46*71^2)) | Yes | |
| 3003797 | 4.042254 | 0.62.27.8 | 8.27.62.0 (8*71^3 + 27*71^2 + 62*71) | No | |
| 2898220 | 4.042254 | 0.66.6.8 | 8.6.66.0 (8*71^3 + 6*71^2 + 66*71) | No | |
| 52976013 | 6.000000 | 2.2.1.6.2 | 2.6.1.2.2 (2*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | No |
| 2761970 | 6.014085 | 70.63.50.7 | 7.50.63.70 (7*71^3 + 50*71^2 + 63*71 + 70) | No | |
| -136250 | 6.014085 | -1.2.27 | -27.2.1 (-(27*71^2 + 2*71 + 1)) | No |
These are the training products that have the "NEW STYLES" tag (processing sequence 1739). 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 |
|---|---|---|---|---|---|---|---|
| 9193 | Rue Amélie | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | GOLD, 8MM, 22K, ACETATE, NEW HINGE | 100094240 | OPTICAL, ROUND FACE | |
| 9192 | Rue Fabert | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | GOLD, 8MM, 22K, ACETATE, NEW HINGE | 100094240 | OPTICAL, ROUND FACE | |
| 9206 | Ségur | 3003797 | GOLD, 22K, ACETATE, DARK TURTLE, LARGE, NEW HINGE | 50122024 | OPTICAL | ||
| 9167 | Rue de Turenne | 2898220 | GOLD, BLACK, 8MM, 22K, ACETATE, DARK TURTLE, DIAMOND FACE, MEDIUM, NEW HINGE | 50016447 | OPTICAL | ||
| 9189 | Theatre | 2761970 | GOLD, BLACK, ROUND, 8MM, 22K, ACETATE, DARK TURTLE, DIAMOND FACE, MEDIUM, NEW HINGE | 49880197 | OPTICAL | ||
| 9214 | Gaillon Sun | 0 | 22K, MEDIUM, NEW HINGE | 47118227 | SUNGLASSES | ||
| 9190 | Cométe | -136250 | 22K, CAT-EYE | 46981977 | OPTICAL, ROUND FACE | ||
| 9166 | Rue Duroc | -47118227 | ROUND, 8MM, ACETATE, DARK TURTLE, DIAMOND FACE, MEDIUM | 0 | OPTICAL |