Fold 0 - Understanding why coefficient -8413035 was selected
Tag: OUTDOORS
Selected Coefficient: -8413035
Taxonomy Path: -9.2.5.17
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? |
|---|---|---|---|---|---|
| -8413035 | 2.000000 | -9.2.5.17 | -17.5.2.9 (-(17*79^3 + 5*79^2 + 2*79 + 9)) | Yes | |
| 6915367 | 2.000000 | 23.4.2.14 | 14.2.4.23 (14*79^3 + 2*79^2 + 4*79 + 23) | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | No |
| 8406713 | 2.000000 | 7.1.4.17 | 17.4.1.7 (17*79^3 + 4*79^2 + 79 + 7) | Cameras & Optics > Camera & Optic Accessories > Camera Parts & Accessories > Camera Stabilizers & Supports | No |
These are the training products that have the "OUTDOORS" tag (processing sequence 2245). 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 |
|---|---|---|---|---|---|---|---|
| 7633 | Insta360 ONE RS Mounting Bracket | 8406713 | Cameras & Optics > Camera & Optic Accessories > Camera Parts & Accessories > Camera Stabilizers & Supports | none | 16819748 | none | |
| 6559 | Abco Tech Sleeping Bag Envelope Lightweight Portable 3 Season Compression Sack | 6915367 | Sporting Goods > Outdoor Recreation > Camping & Hiking > Sleeping Bags | none | 15328402 | none | |
| 7179 | 1.5" Lumberjack Set | -8413035 | BASE_ROYAL ICING, COLOR_ASSORTED | 0 | SIZE_1.5" |