Fold 4 - Understanding why coefficient 1363 was selected
Tag: HOME
Selected Coefficient: 1363
Taxonomy Path: 14.19
Taxonomy Name: Home & Garden > Smoking Accessories
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 1363 | 3.028169 | 14.19 | 19.14 (19*71 + 14) | Home & Garden > Smoking Accessories | Yes |
| 1437764 | 3.042254 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| 3952939 | 3.042254 | 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 |
| 600246 | 5.000000 | 12.5.48.1 | 1.48.5.12 (357911 + 48*71^2 + 5*71 + 12) | No | |
| 897453 | 6.000000 | 13.2.36.2 | 2.36.2.13 (2*71^3 + 36*71^2 + 2*71 + 13) | No |
These are the training products that have the "HOME" tag (processing sequence 1398). 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 | 3952939 | Home & Garden > Kitchen & Dining > Food & Beverage Carriers > Water Bottles | none | 3951576 | none | |
| 1482 | BRONTE THROW | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 1436401 | none | |
| 1522 | CIRCULAR CANDLE | 897453 | ROSE | 896090 | none | ||
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 600246 | PENDANT, ROUND | 598883 | none | ||
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 600246 | PENDANT, ROUND | 598883 | none | ||
| 5291 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none | |
| 5315 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | 0 | none |