Fold 1 - Understanding why coefficient -76870138 was selected
Tag: CAPE
Selected Coefficient: -76870138
Taxonomy Path: -0.70.54.1.3
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -76870138 | 1.014085 | -0.70.54.1.3 | -3.1.54.70.0 (-(3*71^4 + 357911 + 54*71^2 + 70*71)) | Yes | |
| 1073733 | 1.028169 | 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 |
These are the training products that have the "CAPE" tag (processing sequence 105). 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 | 77943871 | POOL PARTY | ||
| 1648 | Giulia Stole - 100% Cashmere Knit | -76870138 | CASHMERE | 0 | none | ||
| 1649 | Giulia Stole - 100% Cashmere Knit | -76870138 | CASHMERE | 0 | none | ||
| 1650 | Giulia Stole - 10% Cashmere / 40% Merino Blend Knit | -280929890 | BLEND, CASHMERE | -204059752 | none |