Fold 2 - Understanding why coefficient 1552712 was selected
Tag: ALL
Selected Coefficient: 1552712
Taxonomy Path: 13.1.24.4
Taxonomy Name: Health & Beauty > Health Care > Supports & Braces > Knee Braces
Products with this tag: 6
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 1552712 | 4.014085 | 13.1.24.4 | 4.24.1.13 (4*71^3 + 24*71^2 + 71 + 13) | Health & Beauty > Health Care > Supports & Braces > Knee Braces | Yes |
| 26874294 | 4.014085 | 13.10.6.4.1 | 1.4.6.10.13 (25411681 + 4*71^3 + 6*71^2 + 10*71 + 13) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 5903 | 5.000000 | 10.12.1 | 1.12.10 (5041 + 12*71 + 10) | Furniture > Office Furniture > Desks | No |
| 3952939 | 5.000000 | 14.11.3.11 | 11.3.11.14 (11*71^3 + 3*71^2 + 11*71 + 14) | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | No |
| 26152799 | 5.000000 | 20.1.5.2.1 | 1.2.5.1.20 (25411681 + 2*71^3 + 5*71^2 + 71 + 20) | No |
These are the training products that have the "ALL" tag (processing sequence 395). 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 |
|---|---|---|---|---|---|---|---|
| 14 | Bowl w. Mid Edge - Brown | 26874294 | BROWN | 25321582 | none | ||
| 8619 | Waterless Wash Wax Mop Kits | 26152799 | AIRCRAFT | 24600087 | KITS | ||
| 5088 | Fruit Infuse Water Bottle | 3952939 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 2400227 | HOME | |
| 5076 | Knee booster Joint Support Knee Pads | 1552712 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 0 | none | |
| 6204 | Oak Taper Leg Desk | 5903 | Furniture > Office Furniture > Desks | none | -1546809 | IMPORT_2019_09_29_144448, LAPTOP | |
| 8579 | Wash ALL Degreaser 55 Gallon Drum - Shipping Included - Multi-Purpose Cleaner and Degreser | 0 | AIRCRAFT | -1552712 | AUTO |