Fold 1 - Understanding why coefficient 40985530 was selected
Tag: ALL
Selected Coefficient: 40985530
Taxonomy Path: 14.11.10.4.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Bowls
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 40985530 | 5.000160 | 14.11.10.4.1 | 1.4.10.11.14 (38950081 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Bowls | Yes |
| 118885692 | 5.000160 | 14.11.10.4.3 | 3.4.10.11.14 (3*79^4 + 4*79^3 + 10*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | No |
| 5443035 | 5.000320 | 14.11.3.11 | 11.3.11.14 (11*79^3 + 3*79^2 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
| 4050569 | 7.000000 | 2.2.17.8 | 8.17.2.2 (8*79^3 + 17*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 39967463 | 7.000000 | 20.1.5.2.1 | 1.2.5.1.20 (38950081 + 2*79^3 + 5*79^2 + 79 + 20) | No | |
| 2122032 | 7.000000 | 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 |
| 166 | 7.000000 | 8.2 | 2.8 (2*79 + 8) | Electronics > Audio | No |
These are the training products that have the "ALL" tag (processing sequence 403). 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 |
|---|---|---|---|---|---|---|---|
| 13744 | Bigamy Hood Dinner Plate | 118885692 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Plates | none | 77900162 | none | |
| 14 | Bowl w. Mid Edge - Brown | 40985530 | Home & Garden > Kitchen & Dining > Tableware > Dinnerware > Bowls | none | 0 | none | |
| 8619 | Waterless Wash Wax Mop Kits | 39967463 | AIRCRAFT | -1018067 | BOAT, EXTERIOR | ||
| 5088 | Fruit Infuse Water Bottle | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | -35542495 | HOME | |
| 9074 | Navy QALO Leash & Collar Set | 4050569 | Animals & Pet Supplies > Pet Supplies > Pet Collars & Harnesses > Standard Collars | none | -36934961 | PETS | |
| 5076 | Knee booster Joint Support Knee Pads | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | -38863498 | none | |
| 5079 | PORTABLE ROLL UP PIANO FOR PIANISTS AND BEGINNERS | 166 | Electronics > Audio | none | -40985364 | GADGET | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | 0 | AIRCRAFT | -40985530 | AUTO, BOAT, EXTERIOR |