Fold 3 - 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: 38
Unique residual values tried: 12
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 | 19.000000 | 20.2.1 | 1.2.20 (5041 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 20236 | 29.028764 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 423516 | 29.028965 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 2570982 | 29.028968 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 15550 | 29.112676 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| 40897 | 29.112676 | 1.8.8 | 8.8.1 (8*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sneakers | No |
| 0 | 32.000003 | 0 | 0 (0) | No | |
| 357911 | 32.000014 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| -4778940 | 36.000198 | -1.1.25.13 | -13.25.1.1 (-(13*71^3 + 25*71^2 + 71 + 1)) | No | |
| -766304 | 36.000198 | -1.1.10.2 | -2.10.1.1 (-(2*71^3 + 10*71^2 + 71 + 1)) | No | |
| -13021047 | 37.000000 | -2.2.27.36 | -36.27.2.2 (-(36*71^3 + 27*71^2 + 2*71 + 2)) | No | |
| 649 | 37.000000 | 10.9 | 9.10 (9*71 + 10) | Furniture > Entertainment Centers & TV Stands | No |
These are the training products that have the "SALE" tag (processing sequence 2003). 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 | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2565779 | SHIRTS | |
| 2439 | Zebra Print Batwing Top | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 418313 | none | |
| 2334 | Marble Tie Sleeve Top | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | 418313 | none | |
| 2337 | Marble Zebra Print Zip Jumper | 357911 | AUTUMN | 352708 | none | ||
| 9534 | CRU: DOTTY PRINT TRAINERS | 40897 | Apparel & Accessories > Shoes > Sneakers | none | 35694 | none | |
| 9402 | SABINE - PLUM | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9394 | SABINE - CHAMPAGNE | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 2394 | Saloos Multi Animal Print Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | SALOOS | |
| 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 | |
| 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 | |
| 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 | |
| 8802 | 8 mm Bodhi Seed 108 beads Prayer Meditation Mala Necklace | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8800 | Rudraksha Dark Aged & Red Vintage Prayer Bead Meditation Power Mala Guru Beads | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8796 | Original 8 mm Multi-colored Pink Agate 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 | |
| 10185 | Austin TV Console (200cm) | 649 | Furniture > Entertainment Centers & TV Stands | none | -4554 | none | |
| 8791 | 61 SKT Women’s Tie-dye Bohemian High Waist Maxi Skirt Lined Navy Brown | 0 | COTTON | -5203 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | 0 | COLOUR_GREY | -5203 | none | ||
| 2395 | Saloos Paint Stroke Tunic | 0 | AUTUMN | -5203 | SALOOS | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | 0 | BLACK, PLATFORM | -5203 | ROXY | ||
| 2168 | Camilla - Under Scarab Skies T Back Shoestring Top | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2174 | Camilla - We Always Have Alexandria Bucket Hat | -766304 | 20% OFF SHOPPING EVENT, HAIR ACCESSORIES | -771507 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -4778940 | SKIRT, AUTUMN | -4784143 | SALOOS | ||
| 2396 | Saloos Sweatshirt & Joggers | -13021047 | SWEATSHIRT, TROUSERS, AUTUMN | -13026250 | SALOOS |