Fold 1 - Understanding why coefficient -3957257 was selected
Tag: FIGURE FLATTERING
Selected Coefficient: -3957257
Taxonomy Path: -1.1.4.11
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| -3957257 | 1.000400 | -1.1.4.11 | -11.4.1.1 (-(11*71^3 + 4*71^2 + 71 + 1)) | Yes | |
| -20236 | 1.000400 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No | |
| -4360537 | 1.000595 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No | |
| -4305086 | 1.000595 | -1.1.2.12 | -12.2.1.1 (-(12*71^3 + 2*71^2 + 71 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIGURE FLATTERING" tag (processing sequence 1179). 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 |
|---|---|---|---|---|---|---|---|
| 1013 | Modern Knit Mini Dress | 0 | BEST DRESS | 3957257 | none | ||
| 1023 | Moss Stripe Crew | -20236 | CASUAL, BEST DRESS | 3937021 | SWEATERS | ||
| 893 | Dolan | -3957257 | CASUAL, BEST DRESS | 0 | none | ||
| 1035 | Paige | -4305086 | CASUAL, BEST DRESS | -347829 | RAILS, SUMMER COLORS | ||
| 933 | Georgette Ruffle | -4360537 | CASUAL, BEST DRESS | -403280 | none |