Fold 1 - Understanding why coefficient 600246 was selected
Tag: HOME
Selected Coefficient: 600246
Taxonomy Path: 12.5.48.1
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| 600246 | 3.000000 | 12.5.48.1 | 1.48.5.12 (357911 + 48*71^2 + 5*71 + 12) | Yes | |
| 1363 | 3.014085 | 14.19 | 19.14 (19*71 + 14) | Home & Garden > Smoking Accessories | No |
| 1437764 | 3.014085 | 14.15.1.4 | 4.1.15.14 (4*71^3 + 5041 + 15*71 + 14) | Home & Garden > Linens & Bedding > Bedding > Blankets | No |
| -3765472 | 4.000000 | -58.68.36.10 | -10.36.68.58 (-(10*71^3 + 36*71^2 + 68*71 + 58)) | No |
These are the training products that have the "HOME" tag (processing sequence 1417). 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 |
|---|---|---|---|---|---|---|---|
| 1482 | BRONTE THROW | 1437764 | Home & Garden > Linens & Bedding > Bedding > Blankets | none | 837518 | none | |
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 600246 | PENDANT, ROUND | 0 | none | ||
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 600246 | PENDANT, ROUND | 0 | none | ||
| 5332 | Brand New Limited Edition Black Jo Malone Luxury Long Matches | 1363 | Home & Garden > Smoking Accessories | none | -598883 | none | |
| 1522 | CIRCULAR CANDLE | -3765472 | ROSE | -4365718 | none |