Fold 1 - Understanding why coefficient -1260 was selected
Tag: 30
Selected Coefficient: -1260
Taxonomy Path: -15.15
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -1260 | 3.024096 | -15.15 | -15.15 (-(15*83 + 15)) | Yes | |
| -1094 | 3.060241 | -15.13 | -13.15 (-(13*83 + 15)) | No | |
| -2188 | 9.000000 | -30.26 | -26.30 (-(26*83 + 30)) | No | |
| 0 | 9.000000 | 0 | 0 (0) | No | |
| 55874 | 9.000000 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No |
These are the training products that have the "30" tag (processing sequence 5504). 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 |
|---|---|---|---|---|---|---|---|
| 15806 | Pithora Artistry Classic Zipper Wallet | 55874 | none | 57134 | FORCE LISTED | ||
| 27094 | The Dylan Painted Super Skinny Jeans - Grey Blue Denim | 0 | 32, JEANS, 28 | 1260 | 38 | ||
| 15650 | Hampi Sculpt Conference Office Bag | -1094 | __WITH:BROWN-TAG, GPAYCODE, NPD | 166 | none | ||
| 15659 | Ikat GreRed Conference Office Bag | -1094 | __WITH:BROWN-TAG, GPAYCODE, NPD | 166 | none | ||
| 15797 | Nicobar Coral Statement Office Bag | -1260 | MIXOFFICEBAGS, PARTNER LUGGAGE, __WITH:BROWN-TAG | 0 | none | ||
| 15796 | Nicobar Coral Flap Sling Bag | -1260 | MEGA SLING, __WITH:BROWN-TAG | 0 | none | ||
| 15599 | Bhuj Rabari Everyday Tote Bag | -1260 | TOTE AT 999, __WITH:BROWN-TAG | 0 | FORCE LISTED | ||
| 15649 | Hampi Sculpt Classic Work Tote | -1260 | __WITH:BROWN-TAG, GPAYCODE, NPD | 0 | none | ||
| 15593 | Assam Tapestry Everyday Tote Bag | -1260 | TOTE AT 999, __WITH:BROWN-TAG | 0 | FORCE LISTED | ||
| 15799 | Odisha Ikat Conference Office Bag | -2188 | 20.9, __WITH:BROWN-TAG, GPAYCODE, NPD | -928 | none |