Fold 4 - Understanding why coefficient -6419 was selected
Tag: MOONSTONE
Selected Coefficient: -6419
Taxonomy Path: -20.2.1
Taxonomy Name:
Products with this tag: 8
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? |
|---|---|---|---|---|---|
| -6419 | 6.000000 | -20.2.1 | -1.2.20 (-(6241 + 2*79 + 20)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -113357 | 7.000000 | -71.12.18 | -18.12.71 (-(18*79^2 + 12*79 + 71)) | No | |
| 50403 | 7.000000 | 1.6.8 | 8.6.1 (8*79^2 + 6*79 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 553308601 | 7.000000 | 27.3.19.16.14 | 14.16.19.3.27 (14*79^4 + 16*79^3 + 19*79^2 + 3*79 + 27) | No | |
| 555357358 | 7.000000 | 77.24.31.20.14 | 14.20.31.24.77 (14*79^4 + 20*79^3 + 31*79^2 + 24*79 + 77) | No | |
| 6419 | 7.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | No |
These are the training products that have the "MOONSTONE" tag (processing sequence 3210). 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 |
|---|---|---|---|---|---|---|---|
| 272 | Rise Above Multi Strand Necklace | 555357358 | NECKLACE, CITRINE, GIFT, ADJUSTABLE, ALYCIÆNGEL, BETTER TOGETHER, BOHO, BRIOLETTE, COACHELLA | 555363777 | none | ||
| 270 | Intention Bracelet (Small) | 553308601 | CITRINE, GIFT, ALYCIÆNGEL, AMAZONITE, BETTER TOGETHER, BOHO, COACHELLA, PYRITE, BRACELET | 553315020 | CHARM, LABRADORITE, SMOKY QUARTZ | ||
| 9368 | Moonstone Stud Earrings | 50403 | Apparel & Accessories > Jewelry > Necklaces | STUD EARRINGS, WHITE CRYSTAL | 56822 | none | |
| 12084 | Beloved Mama Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 12838 | SMOKY QUARTZ | |
| 250 | Charmed Mandala Necklace | 0 | NECKLACE, CITRINE, GIFT, BRIOLETTE | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | CHARM | |
| 12086 | Sacred Calling Mama Mala | -6419 | AMAZONITE, CLEAR QUARTZ | 0 | none | ||
| 12073 | Radiant Mama Mala | -6419 | AMAZONITE, CLEAR QUARTZ | 0 | none | ||
| 12061 | Magical Beginnings Mama Mala | -113357 | GLASS | -106938 | none |