Fold 4 - Understanding why coefficient -4949353 was selected
Tag: PAJAMA
Selected Coefficient: -4949353
Taxonomy Path: -3.3.3.10
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? |
|---|---|---|---|---|---|
| -4949353 | 4.000000 | -3.3.3.10 | -10.3.3.3 (-(10*79^3 + 3*79^2 + 3*79 + 3)) | Yes | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| -2502801 | 5.000000 | -2.2.6.5 | -5.6.2.2 (-(5*79^3 + 6*79^2 + 2*79 + 2)) | No | |
| 2502801 | 5.000000 | 2.2.6.5 | 5.6.2.2 (5*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | No |
These are the training products that have the "PAJAMA" tag (processing sequence 3126). 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 |
|---|---|---|---|---|---|---|---|
| 20440 | WONTON STAY PUFT Halloween Costume | 2502801 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Costumes | none | 7452154 | none | |
| 20442 | WONTON THE FORCE COLLECTION Rebel Fighter Suit | 0 | ONESIE | 4949353 | none | ||
| 20446 | WONTON The Mouse King costume | 0 | ONESIE | 4949353 | none | ||
| 20427 | WONTON Easter Bunny female onesie | -2502801 | HOOD, ONESIE | 2446552 | BUNNY | ||
| 20423 | WONTON DOGTOR STRANGE onesie | -4949353 | MARVEL, ONESIE | 0 | none | ||
| 20424 | WONTON DOGTOR STRANGE onesie | -4949353 | MARVEL, ONESIE | 0 | none |