Fold 2 - Understanding why coefficient 100394 was selected
Tag: CAPE
Selected Coefficient: 100394
Taxonomy Path: 0.65.19
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? |
|---|---|---|---|---|---|
| 100394 | 2.014085 | 0.65.19 | 19.65.0 (19*71^2 + 65*71) | Yes | |
| 1073733 | 2.014085 | 0.0.0.3 | 3.0.0.0 (3*71^3) | No | |
| -280929890 | 3.000000 | -1.0.65.3.11 | -11.3.65.0.1 (-(11*71^4 + 3*71^3 + 65*71^2 + 1)) | No | |
| 131209 | 3.000000 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
These are the training products that have the "CAPE" tag (processing sequence 172). 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 |
|---|---|---|---|---|---|---|---|
| 8 | Blue Vibrant One Shoulder Cotton Cape | 1073733 | TOP | 973339 | none | ||
| 1649 | Giulia Stole - 100% Cashmere Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | 30815 | Apparel & Accessories > Shoes > Sandals | none |
| 1648 | Giulia Stole - 100% Cashmere Knit | 100394 | IVORY | 0 | none | ||
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | -280929890 | BLEND, MERINO | -281030284 | none |