Fold 0 - Understanding why coefficient -5354779 was selected
Tag: FIGURE FLATTERING
Selected Coefficient: -5354779
Taxonomy Path: -1.0.68.10
Taxonomy Name:
Products with this tag: 3
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? |
|---|---|---|---|---|---|
| -5354779 | 1.012658 | -1.0.68.10 | -10.68.0.1 (-(10*79^3 + 68*79^2 + 1)) | Yes | |
| 5398385 | 1.012658 | 78.77.74.10 | 10.74.77.78 (10*79^3 + 74*79^2 + 77*79 + 78) | No | |
| 0 | 2.000000 | 0 | 0 (0) | No |
These are the training products that have the "FIGURE FLATTERING" tag (processing sequence 1376). 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 |
|---|---|---|---|---|---|---|---|
| 1023 | Moss Stripe Crew | 5398385 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, COMFY, EASY | 10753164 | FUN SUMMER COLORS, SWEATERS | ||
| 893 | Dolan | 0 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, EASY | 5354779 | FUN SUMMER COLORS, STYLE | ||
| 1035 | Paige | -5354779 | CASUAL, CLASSIC, FASHION, ATTIRE, BEST DRESS, BEST SELLER, DATE NIGHT | 0 | RAILS, STYLE |