Fold 1 - Understanding why coefficient -467917 was selected
Tag: HEALTH
Selected Coefficient: -467917
Taxonomy Path: -0.77.74
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -467917 | 5.025316 | -0.77.74 | -74.77.0 (-(74*79^2 + 77*79)) | Yes | |
| 0 | 5.025316 | 0 | 0 (0) | No | |
| 5441520 | 5.025316 | 0.71.2.11 | 11.2.71.0 (11*79^3 + 2*79^2 + 71*79) | No | |
| 250 | 6.012658 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 2122032 | 6.012658 | 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 |
| 559 | 7.000000 | 6.7 | 7.6 (7*79 + 6) | No | |
| 168666 | 7.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| -100806 | 7.000000 | -2.12.16 | -16.12.2 (-(16*79^2 + 12*79 + 2)) | No |
These are the training products that have the "HEALTH" tag (processing sequence 4558). 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 | 5441520 | HOME | 5909437 | none | ||
| 5076 | Knee booster Joint Support Knee Pads | 2122032 | Health & Beauty > Health Care > Supports & Braces > Knee Braces | none | 2589949 | none | |
| 5063 | Anti Blue ray Glasses | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 636583 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 559 | GADGET | 468476 | none | ||
| 15176 | "Signature Scent" Snap Applicator | 250 | Health & Beauty > Personal Care | none | 468167 | none | |
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 0 | BOOKS | 467917 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -100806 | NECKLACE, EVERYDAY, GEMSTONES | 367111 | none | ||
| 9990 | Homemade Natural Mala Necklace | -467917 | QUARTZ, MEDITATION | 0 | none |