Fold 2 - Understanding why coefficient -385834 was selected
Tag: HEALTH
Selected Coefficient: -385834
Taxonomy Path: -77.64.61
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -385834 | 6.000000 | -77.64.61 | -61.64.77 (-(61*79^2 + 64*79 + 77)) | Yes | |
| -50225 | 6.000000 | -60.3.8 | -8.3.60 (-(8*79^2 + 3*79 + 60)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 250 | 6.000000 | 13.3 | 3.13 (3*79 + 13) | Health & Beauty > Personal Care | No |
| 717 | 6.000000 | 6.9 | 9.6 (9*79 + 6) | No | |
| 168666 | 6.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 5443035 | 6.000000 | 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 |
These are the training products that have the "HEALTH" tag (processing sequence 4595). 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 | 5828869 | none | |
| 5063 | Anti Blue ray Glasses | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 554500 | none | |
| 5077 | MOSQUITO DESTROYER LAMP | 717 | GADGET | 386551 | none | ||
| 15176 | "Signature Scent" Snap Applicator | 250 | Health & Beauty > Personal Care | none | 386084 | none | |
| 9991 | The Sir Jason Winters Story: Killing Cancer by Sir Jason Winters - Book Paperback | 0 | BOOKS | 385834 | none | ||
| 228 | St Christopher Medal Rose Quartz Necklace | -50225 | NECKLACE | 335609 | none | ||
| 9990 | Homemade Natural Mala Necklace | -385834 | BEADS, MEDITATION, QUARTZ | 0 | none |