Fold 0 - Understanding why coefficient 2122032 was selected
Tag: SHOES
Selected Coefficient: 2122032
Taxonomy Path: 13.1.24.4
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Knee Braces
Products with this tag: 11
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? |
|---|---|---|---|---|---|
| 2122032 | 5.012660 | 13.1.24.4 | 4.24.1.13 (4*79^3 + 24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | Yes |
| 149876 | 5.012666 | 13.1.24 | 24.1.13 (24*79^2 + 79 + 13) | Health & Beauty > Health Care > Supports & Braces | No |
| 4000731 | 5.063291 | 13.3.9.8 | 8.9.3.13 (8*79^3 + 9*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | No |
| 6940152 | 6.000000 | 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 | No |
These are the training products that have the "SHOES" tag (processing sequence 3359). 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 |
|---|---|---|---|---|---|---|---|
| 11319 | Paint Spatter Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 4818120 | none | |
| 11323 | Cute Rabbit Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 4818120 | none | |
| 11324 | Chequered Lace Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 4818120 | none | |
| 11325 | 9 Designs of Lace Up Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 4818120 | none | |
| 11334 | Warm Waterproof Boots | 6940152 | Animals & Pet Supplies > Pet Supplies > Pet Apparel > Pet Shoes | none | 4818120 | none | |
| 5685 | O'Keeffe's for Healthy Feet Foot Cream, 3.2 oz., Jar | 4000731 | Health & Beauty > Personal Care > Foot Care > Foot Creams & Balms | none | 1878699 | 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 | 0 | none | |
| 5709 | 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 | 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 | 0 | none | |
| 5711 | 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 | 0 | none | |
| 5682 | Dr. Scholl’s Stylish Step Hidden Arch Support for Flats, 3 Pairs | 149876 | Health & Beauty > Health Care > Supports & Braces | none | -1972156 | none |