Fold 0 - Understanding why coefficient -4023344 was selected
Tag: COURTSPORTS
Selected Coefficient: -4023344
Taxonomy Path: -2.2.3.7
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? |
|---|---|---|---|---|---|
| -4023344 | 2.000000 | -2.2.3.7 | -7.3.2.2 (-(7*83^3 + 3*83^2 + 2*83 + 2)) | Yes | |
| -3995704 | 2.000145 | -1.1.82.6 | -6.82.1.1 (-(6*83^3 + 82*83^2 + 83 + 1)) | No | |
| 233847021 | 2.000145 | 82.81.80.76.4 | 4.76.80.81.82 (4*83^4 + 76*83^3 + 80*83^2 + 81*83 + 82) | No |
These are the training products that have the "COURTSPORTS" tag (processing sequence 4725). 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 |
|---|---|---|---|---|---|---|---|
| 7615 | Core Pocket 5 inch Bike Short - White | 233847021 | PLAY, LENGTH-BIKE SHORTS | 237870365 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | |
| 7718 | Sports Dress - Black | -3995704 | PLAY | 27640 | COLOUR-BLACK | ||
| 7620 | Sleek Performance Crop - White | -4023344 | STYLE-CROPS, PLAY | 0 | none | ||
| 7695 | Core Pocket 5 inch Bike Short - Black | -4023344 | SQUATPROOF, PLAY, LENGTH-BIKE SHORTS | 0 | COLOUR-BLACK |