Fold 0 - Understanding why coefficient -1397905 was selected
Tag: HEALTH
Selected Coefficient: -1397905
Taxonomy Path: -0.78.65.2
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -1397905 | 3.012658 | -0.78.65.2 | -2.65.78.0 (-(2*79^3 + 65*79^2 + 78*79)) | Yes | |
| 0 | 3.012658 | 0 | 0 (0) | No | |
| -4499333 | 4.000000 | -46.73.9.9 | -9.9.73.46 (-(9*79^3 + 9*79^2 + 73*79 + 46)) | No | |
| 717 | 4.000000 | 6.9 | 9.6 (9*79 + 6) | No | |
| 2122032 | 4.000000 | 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 1661). 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 |
|---|---|---|---|---|---|---|---|
| 5076 | Knee booster Joint Support Knee Pads | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 3519937 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 717 | GADGET | 1398622 | none | ||
| 9990 | Homemade Natural Mala Necklace | 0 | PINK, GREY, BEADS | 1397905 | QUARTZ, STONE | ||
| 5063 | Anti Blue ray Glasses | -1397905 | FASHION | 0 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -4499333 | NECKLACE, PINK, ADJUSTABLE, ALYCIÆNGEL | -3101428 | none |