Fold 0 - 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: 8
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 | 16.014481 | 0 | 0 (0) | No | |
| -403280 | 16.015473 | -0.0.9.1 | -1.9.0.0 (-(357911 + 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 | |
| 3861334 | 24.000000 | 70.69.55.10 | 10.55.69.70 (10*71^3 + 55*71^2 + 69*71 + 70) | No | |
| 2570982 | 24.000000 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| -499203 | 24.000000 | -2.2.28.1 | -1.28.2.2 (-(357911 + 28*71^2 + 2*71 + 2)) | No |
These are the training products that have the "SALE" tag (processing sequence 1190). 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 |
|---|---|---|---|---|---|---|---|
| 2337 | Marble Zebra Print Zip Jumper | 3861334 | AUTUMN, FITS SIZE 18, PLUS SIZE | 3856131 | none | ||
| 2427 | Tie Dye V Neck Shirt | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2565779 | 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 | ||
| 5631 | 10 mm Ying Yang 108 beads Prayer Meditation Mala Necklace | 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 | |
| 5573 | 108 Beads Rosewood and Faux Turquoise Prayer Meditation Necklace Mala | 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 | |
| 5576 | Original Seven Chakra Black Grounding Lava Stone Mala Necklace | 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 | |
| 5622 | 10 mm Yak Bone 108 beads Prayer Healing Meditation 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 | |
| 5427 | Original 8 mm Carnelian Semi-precious Stone Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5548 | Original 108 beads Moss Agate Semi-precious Stone Prayer Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5549 | Original Seven Chakra Semi-Precious Stone Healing Meditation Mala | 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 | |
| 2175 | Camilla - We Always Have Alexandria Mini Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2334 | Marble Tie Sleeve Top | 0 | FITS SIZE 18, PLUS SIZE | -5203 | none | ||
| 2167 | Camilla - Under Scarab Skies Split Sleeve Kaftan with Hardware | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | 0 | COLOUR_PINK | -5203 | none | ||
| 2165 | Camilla - They Call Her Nefertari Neck Piece Shirred Waist Long Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2166 | Camilla - Under Scarab Skies Pierced V Neck Short Kaftan | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2394 | Saloos Multi Animal Print Dress | -403280 | FITS SIZE 18, PLUS SIZE | -408483 | SALOOS | ||
| 2382 | Saloos Leopard Print Co-ord | -499203 | SKIRT, AUTUMN, FITS SIZE 18, PLUS SIZE | -504406 | SALOOS |