Fold 2 - 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: 41
Unique residual values tried: 16
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 | 22.000198 | 20.2.1 | 1.2.20 (5041 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 162 | 22.003571 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
| 0 | 31.014484 | 0 | 0 (0) | No | |
| 1789555 | 31.014498 | 0.0.0.5 | 5.0.0.0 (5*71^3) | No | |
| 403280 | 31.015671 | 0.0.9.1 | 1.9.0.0 (357911 + 9*71^2) | No | |
| -2157548 | 31.015671 | -0.0.2.6 | -6.2.0.0 (-(6*71^3 + 2*71^2)) | No | |
| -341794 | 31.126761 | -0.57.67 | -67.57.0 (-(67*71^2 + 57*71)) | No | |
| 20236 | 32.042849 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 2570982 | 32.042851 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 2928893 | 32.042854 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 15550 | 32.098790 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 2611665 | 32.098790 | 1.6.21.7 | 7.21.6.1 (7*71^3 + 21*71^2 + 6*71 + 1) | No | |
| 40897 | 32.112676 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| -11231492 | 40.000000 | -2.2.27.31 | -31.27.2.2 (-(31*71^3 + 27*71^2 + 2*71 + 2)) | No | |
| 505 | 40.000000 | 8.7 | 7.8 (7*71 + 8) | Electronics > Electronics Accessories | No |
| -2928168 | 40.000000 | -57.61.12.8 | -8.12.61.57 (-(8*71^3 + 12*71^2 + 61*71 + 57)) | No |
These are the training products that have the "SALE" tag (processing sequence 1999). 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 |
|---|---|---|---|---|---|---|---|
| 2334 | Marble Tie Sleeve Top | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | FITS SIZE 18 | 2923690 | none | |
| 2174 | Camilla - We Always Have Alexandria Bucket Hat | 2611665 | 20% OFF SHOPPING EVENT, HAIR ACCESSORIES | 2606462 | none | ||
| 2427 | Tie Dye V Neck Shirt | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2565779 | SHIRTS | |
| 9325 | SALE Amelia show shirt | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2565779 | none | |
| 2395 | Saloos Paint Stroke Tunic | 1789555 | AUTUMN, FITS SIZE 18 | 1784352 | SALOOS | ||
| 2168 | Camilla - Under Scarab Skies T Back Shoestring Top | 403280 | 20% OFF SHOPPING EVENT | 398077 | none | ||
| 9534 | CRU: DOTTY PRINT TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 35694 | none | |
| 9393 | SABINE - LAVENDER | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9414 | ISABELLE - GRAY | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9415 | SABINE - GRAY | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9016 | 14K Gold Texture Bangle | 15550 | Apparel & Accessories > Jewelry > Bracelets | none | 10347 | 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 | |
| 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 | |
| 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 | |
| 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 | |
| 5622 | 10 mm Yak Bone 108 beads Prayer Healing Meditation Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5631 | 10 mm Ying Yang 108 beads Prayer Meditation Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5632 | 8 mm Tibetan Buddhist Raktu Seed Prayer Bead Meditation Mala | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8801 | Dark Rosewood 108 beads Rudraksha Prayer Meditation Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8434 | Rainbow Heart iPhone Case - Collection 2017 | 505 | Electronics > Electronics Accessories | none | -4698 | none | |
| 8814 | Himalayan Antique Hand Pounded Tibetan Art Healing Chakra Singing Bowls | 162 | Religious & Ceremonial > Religious Items | none | -5041 | none | |
| 2166 | Camilla - Under Scarab Skies Pierced V Neck Short Kaftan | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 8817 | 1701 SKT Boho Gothic Tiered Lace Net Waistband Long Flared Cotton Skirt Maxi | 0 | COTTON | -5203 | none | ||
| 2167 | Camilla - Under Scarab Skies Split Sleeve Kaftan with Hardware | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 8791 | 61 SKT Women’s Tie-dye Bohemian High Waist Maxi Skirt Lined Navy Brown | 0 | COTTON | -5203 | none | ||
| 2165 | Camilla - They Call Her Nefertari Neck Piece Shirred Waist Long Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2175 | Camilla - We Always Have Alexandria Mini Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | -341794 | COLOUR_PINK | -346997 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -2157548 | AUTUMN, FITS SIZE 18 | -2162751 | SKIRT, SALOOS | ||
| 8794 | 33 Bg Multi-colored Heavy Duty Cotton Cross Body Shoulder Messenger Bag Purse | -2928168 | CLEARANCE | -2933371 | none | ||
| 2396 | Saloos Sweatshirt & Joggers | -11231492 | SWEATSHIRT, TROUSERS, AUTUMN, FITS SIZE 18 | -11236695 | SALOOS |