Fold 0 - 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: 4
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? |
|---|---|---|---|---|---|
| 1552712 | 2.014085 | 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 |
| 32747130 | 2.014085 | 13.11.35.20.1 | 1.20.35.11.13 (25411681 + 20*71^3 + 35*71^2 + 11*71 + 13) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 3952939 | 3.000000 | 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 |
These are the training products that have the "ALL" tag (processing sequence 394). 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 | 32747130 | BROWN | 31194418 | none | ||
| 5088 | Fruit Infuse Water Bottle | 3952939 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 2400227 | HEALTH, HOME | |
| 5076 | Knee booster Joint Support Knee Pads | 1552712 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 0 | HEALTH | |
| 8619 | Waterless Wash Wax Mop Kits | 0 | AIRCRAFT | -1552712 | EXTERIOR |