Fold 1 - Understanding why coefficient -25205 was selected
Tag: ALYCIÆNGEL
Selected Coefficient: -25205
Taxonomy Path: -0.0.5
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? |
|---|---|---|---|---|---|
| -25205 | 3.000000 | -0.0.5 | -5.0.0 (-(5*71^2)) | Yes | |
| 11 | 4.000000 | 11 | 11 (11) | Gift Cards | No |
| 162 | 4.000000 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
| 15535 | 4.000000 | 57.5.3 | 3.5.57 (3*71^2 + 5*71 + 57) | No |
These are the training products that have the "ALYCIÆNGEL" tag (processing sequence 213). 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 |
|---|---|---|---|---|---|---|---|
| 294 | Farm Sanctuary Intention Bracelet | 15535 | GOLD | 40740 | BRACELET, GEMSTONES, HANDMADE | ||
| 228 | St Christopher Medal Rose Quartz Necklace | 162 | Religious & Ceremonial > Religious Items | none | 25367 | Religious & Ceremonial > Religious Items > Tarot Cards | CIRCLE, GEMSTONES |
| 258 | Give the gift of choice! | 11 | Gift Cards | none | 25216 | PERFECT | |
| 270 | Intention Bracelet (Small) | -25205 | CITRINE | 0 | BRACELET, COACHELLA, GEMSTONES, PERFECT | ||
| 271 | Intention Bracelet (Large) | -25205 | CITRINE | 0 | BRACELET, COACHELLA, GEMSTONES, PERFECT |