Fold 1 - Understanding why coefficient -52976013 was selected
Tag: PEONY GOLD
Selected Coefficient: -52976013
Taxonomy Path: -2.2.1.6.2
Taxonomy Name:
Products with this tag: 6
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| -52976013 | 4.000000 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | Yes | |
| -52839763 | 4.000000 | -1.0.45.5.2 | -2.5.45.0.1 (-(2*71^4 + 5*71^3 + 45*71^2 + 1)) | No | |
| -55904906 | 5.000000 | -3.3.14.14.2 | -2.14.14.3.3 (-(2*71^4 + 14*71^3 + 14*71^2 + 3*71 + 3)) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "PEONY GOLD" tag (processing sequence 1856). 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 |
|---|---|---|---|---|---|---|---|
| 9190 | Cométe | 0 | METAL, CAT-EYE, CHAMPAGNE | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | ROUND FACE | |
| 9184 | Place de la Madeleine | -52839763 | ROUND, METAL, CHAMPAGNE, DOWN TRIANGLE FACE, MEDIUM | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | |
| 9213 | Gaillon | -52839763 | MEDIUM | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | |
| 9186 | Auber | -52976013 | ROUND, METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9210 | Place Dauphine | -52976013 | ROUND, METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9211 | Léna | -55904906 | ROUND, METAL, WOMEN, CHAMPAGNE, MEDIUM | -2928893 | none |