Fold 3 - Understanding why coefficient 6940152 was selected
Tag: SHOES
Selected Coefficient: 6940152
Taxonomy Path: 2.2.6.14
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes
Products with this tag: 10
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 6940152 | 5.000000 | 2.2.6.14 | 14.6.2.2 (14*79^3 + 6*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | Yes |
| 2122032 | 7.000002 | 13.1.24.4 | 4.24.1.13 (4*79^3 + 24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | No |
| 149876 | 7.000004 | 13.1.24 | 24.1.13 (24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
| 0 | 8.000000 | 0 | 0 (0) | No |
These are the training products that have the "SHOES" tag (processing sequence 2711). 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 |
|---|---|---|---|---|---|---|---|
| 11360 | Colourful Dog Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 0 | none | |
| 11319 | Paint Spatter Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 0 | none | |
| 11323 | Cute Rabbit Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 0 | none | |
| 11324 | Chequered Lace Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 0 | none | |
| 11334 | Warm Waterproof Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 0 | none | |
| 5710 | Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Men's 8-14) | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | -4818120 | none | |
| 5712 | Dr. Scholl's Knee Pain Relief Orthotics // Immediate and All-Day Knee Pain Relief Including Pain from Runner’s Knee (for Women's 5.5-9) | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | -4818120 | none | |
| 5682 | Dr. Scholl’s Stylish Step Hidden Arch Support for Flats, 3 Pairs | 149876 | Health & Beauty > Health Care > Supports & Braces | none | -6790276 | none | |
| 11325 | 9 Designs of Lace Up Boots | 0 | BOOTS | -6940152 | none | ||
| 9916 | House Sneaker Slips | 0 | SLIPPERS | -6940152 | none |