Fold 4 - Understanding why coefficient 5203 was selected
Tag: SALE
Selected Coefficient: 5203
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 25
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 5203 | 12.000000 | 20.2.1 | 1.2.20 (5041 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 16.014487 | 0 | 0 (0) | No | |
| 2147466 | 16.014495 | 0.0.0.6 | 6.0.0.0 (6*71^3) | No | |
| 357911 | 16.014495 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| -3982390 | 16.015473 | -0.0.9.11 | -11.9.0.0 (-(11*71^3 + 9*71^2)) | No | |
| 403280 | 16.015473 | 0.0.9.1 | 1.9.0.0 (357911 + 9*71^2) | No | |
| 1855159 | 16.112676 | 0.1.13.5 | 5.13.1.0 (5*71^3 + 13*71^2 + 71) | No | |
| -4002626 | 24.000000 | -1.1.13.11 | -11.13.1.1 (-(11*71^3 + 13*71^2 + 71 + 1)) | No | |
| -13021047 | 24.000000 | -2.2.27.36 | -36.27.2.2 (-(36*71^3 + 27*71^2 + 2*71 + 2)) | No | |
| -190337 | 24.000000 | -57.53.37 | -37.53.57 (-(37*71^2 + 53*71 + 57)) | No |
These are the training products that have the "SALE" tag (processing sequence 1169). 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 |
|---|---|---|---|---|---|---|---|
| 2427 | Tie Dye V Neck Shirt | 2147466 | FITS SIZE 16 | 2142263 | SHIRTS | ||
| 2174 | Camilla - We Always Have Alexandria Bucket Hat | 1855159 | 20% OFF SHOPPING EVENT | 1849956 | none | ||
| 2168 | Camilla - Under Scarab Skies T Back Shoestring Top | 403280 | 20% OFF SHOPPING EVENT | 398077 | none | ||
| 2337 | Marble Zebra Print Zip Jumper | 357911 | FITS SIZE 16, FITS SIZE 18 | 352708 | none | ||
| 5632 | 8 mm Tibetan Buddhist Raktu Seed Prayer Bead Meditation Mala | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5551 | Original 108 beads Malachite Semi-precious Stone Prayer Bead Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5572 | Original 8 mm Red Sardonyx Agate Semi-precious Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5574 | Original 8 mm Fire Multi-colored Amber Agate Semi-precious Prayer Bead Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5575 | Original 8 mm Dendritic Agate Semi-precious Stone Prayer Bead Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5576 | Original Seven Chakra Black Grounding Lava Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5599 | Authentic Semi-precious Blue Sunstone Prayer Healing Meditation Mala ~ 8mm | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5621 | Authentic 8 mm Multi Agate Green Yellow Semi-precious Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5630 | 10 mm Mandala 108 beads Prayer Meditation Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5408 | Original 8 mm Black Onyx Semi-precious Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5426 | Original 8 mm Brown Agate Semi-precious Prayer Bead Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5427 | Original 8 mm Carnelian Semi-precious Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5550 | Original 8 mm Rose Quartz Semi-precious Prayer Bead Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 2165 | Camilla - They Call Her Nefertari Neck Piece Shirred Waist Long Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2395 | Saloos Paint Stroke Tunic | 0 | FITS SIZE 16, FITS SIZE 18 | -5203 | SALOOS | ||
| 2175 | Camilla - We Always Have Alexandria Mini Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2439 | Zebra Print Batwing Top | 0 | FITS SIZE 16 | -5203 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | -190337 | COLOUR_PINK | -195540 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -3982390 | FITS SIZE 16, FITS SIZE 18 | -3987593 | WINTER, SALOOS | ||
| 2382 | Saloos Leopard Print Co-ord | -4002626 | SKIRT, FITS SIZE 16, FITS SIZE 18 | -4007829 | SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -13021047 | SWEATSHIRT, TROUSERS, FITS SIZE 16, FITS SIZE 18 | -13026250 | SALOOS |