Fold 2 - Understanding why coefficient -80864797 was selected
Tag: OPTICAL
Selected Coefficient: -80864797
Taxonomy Path: -2.2.1.6.2
Taxonomy Name:
Products with this tag: 15
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| -80864797 | 10.012658 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*79^4 + 6*79^3 + 6241 + 2*79 + 2)) | Yes | |
| -6166347 | 10.050633 | -2.3.40.12 | -12.40.3.2 (-(12*79^3 + 40*79^2 + 3*79 + 2)) | No | |
| 0 | 12.012658 | 0 | 0 (0) | No | |
| -168666 | 12.025316 | -1.2.27 | -27.2.1 (-(27*79^2 + 2*79 + 1)) | No | |
| 149468 | 12.025316 | 0.75.23 | 23.75.0 (23*79^2 + 75*79) | No | |
| -80845599 | 12.025316 | -1.75.76.5.2 | -2.5.76.75.1 (-(2*79^4 + 5*79^3 + 76*79^2 + 75*79 + 1)) | No | |
| -5997681 | 12.025316 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| 80864797 | 13.000000 | 2.2.1.6.2 | 2.6.1.2.2 (2*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | No |
| 81033463 | 14.000000 | 3.4.28.6.2 | 2.6.28.4.3 (2*79^4 + 6*79^3 + 28*79^2 + 4*79 + 3) | No | |
| -86862478 | 14.000000 | -3.3.14.18.2 | -2.18.14.3.3 (-(2*79^4 + 18*79^3 + 14*79^2 + 3*79 + 3)) | No |
These are the training products that have the "OPTICAL" tag (processing sequence 2219). 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 | 81033463 | NEW HINGE | 161898260 | ROUND FACE, SQUARE | ||
| 9193 | Rue Amélie | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | GOLD, 8MM, NEW HINGE | 161729594 | ROUND FACE | |
| 9192 | Rue Fabert | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | GOLD, 8MM, NEW HINGE | 161729594 | ROUND FACE | |
| 9206 | Ségur | 149468 | GOLD, LARGE, NEW HINGE | 81014265 | SQUARE | ||
| 9167 | Rue de Turenne | 0 | GOLD, 8MM, MEDIUM, NEW HINGE | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | PETITE | |
| 9189 | Theatre | 0 | GOLD, 8MM, MEDIUM, NEW HINGE | 80864797 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | PETITE | |
| 9190 | Cométe | -168666 | METAL, CAT-EYE, CHAMPAGNE | 80696131 | ROUND FACE | ||
| 9208 | Rue de Charonne | -5997681 | GOLD, PINK, 8MM, MEDIUM, NEW HINGE | 74867116 | PETITE | ||
| 9191 | Rue Berthe | -6166347 | GOLD, PINK, 8MM, CAT-EYE, MEDIUM, NEW HINGE | 74698450 | PETITE | ||
| 9166 | Rue Duroc | -80845599 | 8MM, MEDIUM | 19198 | Apparel & Accessories > Jewelry > Bracelets | PETITE | |
| 9187 | Place Coluche | -80864797 | METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9185 | Place de l'Opéra | -80864797 | METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9184 | Place de la Madeleine | -80864797 | METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9210 | Place Dauphine | -80864797 | METAL, CHAMPAGNE, MEDIUM | 0 | none | ||
| 9209 | Lille | -86862478 | GOLD, PINK, 8MM, MEDIUM | -5997681 | PETITE, ROUND FACE |