Fold 1 - Understanding why coefficient -2505377 was selected
Tag: ITALIAN
Selected Coefficient: -2505377
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -2505377 | 2.000003 | -0.0.0.7 | -7.0.0.0 (-(7*71^3)) | Yes | |
| -257019 | 2.000003 | -70.69.50 | -50.69.70 (-(50*71^2 + 69*71 + 70)) | No | |
| 5469557 | 2.000003 | 1.1.20.15 | 15.20.1.1 (15*71^3 + 20*71^2 + 71 + 1) | No | |
| 6800309 | 2.000003 | 0.0.0.19 | 19.0.0.0 (19*71^3) | No |
These are the training products that have the "ITALIAN" tag (processing sequence 912). 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 |
|---|---|---|---|---|---|---|---|
| 1059 | Showpony | 6800309 | BEACH | 9305686 | none | ||
| 1038 | Papaia | 5469557 | EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES | 7974934 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | SWIM SUIT | |
| 1066 | Susan Set | -257019 | EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES | 2248358 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | SWIM SUIT | |
| 995 | Laila | -2505377 | CUTE, EUROPEAN BRANDS, EUROPEAN CLOTHING, EUROPEAN STYLES | 0 | SWIM SUIT |