Fold 0 - Understanding why coefficient 136250 was selected
Tag: HEALTH
Selected Coefficient: 136250
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
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? |
|---|---|---|---|---|---|
| 136250 | 3.014085 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
| 2400227 | 3.014085 | 1.10.50.6 | 6.50.10.1 (6*71^3 + 50*71^2 + 10*71 + 1) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 312077 | 4.000000 | 32.64.61 | 61.64.32 (61*71^2 + 64*71 + 32) | No | |
| 9249246 | 4.000000 | 5.57.59.25 | 25.59.57.5 (25*71^3 + 59*71^2 + 57*71 + 5) | No |
These are the training products that have the "HEALTH" tag (processing sequence 1390). 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 |
|---|---|---|---|---|---|---|---|
| 9990 | Homemade Natural Mala Necklace | 9249246 | GREY, YELLOW, BROWN, BEADS | 9112996 | WELLNESS | ||
| 5088 | Fruit Infuse Water Bottle | 2400227 | ALL | 2263977 | HOME | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 312077 | NECKLACE, GIFT, ADJUSTABLE, ALYCIÆNGEL | 175827 | none | ||
| 5063 | Anti Blue ray Glasses | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 5076 | Knee booster Joint Support Knee Pads | 0 | ALL | -136250 | none |