Fold 4 - Understanding why coefficient 725 was selected
Tag: HEALTH
Selected Coefficient: 725
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 3
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 725 | 1.012658 | 14.9 | 9.14 (9*79 + 14) | Home & Garden > Household Appliances | Yes |
| 5443035 | 1.012658 | 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 |
| 2122032 | 2.000000 | 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 |
These are the training products that have the "HEALTH" tag (processing sequence 3713). 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 |
|---|---|---|---|---|---|---|---|
| 5088 | Fruit Infuse Water Bottle | 5443035 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 5442310 | none | |
| 5076 | Knee booster Joint Support Knee Pads | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 2121307 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 725 | Home & Garden > Household Appliances | none | 0 | none |