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: 44
Unique residual values tried: 18
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 | 27.000198 | 20.2.1 | 1.2.20 (5041 + 2*71 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 162 | 27.003174 | 20.2 | 2.20 (2*71 + 20) | Religious & Ceremonial > Religious Items | No |
| 0 | 33.000402 | 0 | 0 (0) | No | |
| 2147466 | 33.000419 | 0.0.0.6 | 6.0.0.0 (6*71^3) | No | |
| 357911 | 33.000419 | 0.0.0.1 | 1.0.0.0 (357911) | No | |
| 5041 | 33.001984 | 0.0.1 | 1.0.0 (5041) | No | |
| -80908050 | 33.001984 | -0.0.4.13.3 | -3.13.4.0.0 (-(3*71^4 + 13*71^3 + 4*71^2)) | No | |
| 20236 | 35.014680 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 35.015275 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 2570982 | 35.015473 | 1.1.13.7 | 7.13.1.1 (7*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Shirts | No |
| 15550 | 35.112676 | 1.6.3 | 3.6.1 (3*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Bracelets | No |
| -4778940 | 41.000397 | -1.1.25.13 | -13.25.1.1 (-(13*71^3 + 25*71^2 + 71 + 1)) | No | |
| -363024 | 41.000397 | -1.1.1.1 | -1.1.1.1 (-(357911 + 5041 + 71 + 1)) | No | |
| -9023462 | 41.000397 | -1.1.15.25 | -25.15.1.1 (-(25*71^3 + 15*71^2 + 71 + 1)) | No | |
| -2928168 | 43.000000 | -57.61.12.8 | -8.12.61.57 (-(8*71^3 + 12*71^2 + 61*71 + 57)) | No | |
| 505 | 43.000000 | 8.7 | 7.8 (7*71 + 8) | Electronics > Electronics Accessories | No |
| 649 | 43.000000 | 10.9 | 9.10 (9*71 + 10) | Furniture > Entertainment Centers & TV Stands | No |
| -5524583 | 43.000000 | -2.66.30.15 | -15.30.66.2 (-(15*71^3 + 30*71^2 + 66*71 + 2)) | No |
These are the training products that have the "SALE" tag (processing sequence 1993). 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 |
|---|---|---|---|---|---|---|---|
| 9325 | SALE Amelia show shirt | 2570982 | Apparel & Accessories > Clothing > Clothing Tops > Shirts | none | 2565779 | none | |
| 2427 | Tie Dye V Neck Shirt | 2147466 | FITS SIZE 16 | 2142263 | SHIRTS | ||
| 2337 | Marble Zebra Print Zip Jumper | 357911 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | 352708 | none | ||
| 8817 | 1701 SKT Boho Gothic Tiered Lace Net Waistband Long Flared Cotton Skirt Maxi | 75687 | Apparel & Accessories > Clothing > Skirts | none | 70484 | none | |
| 8791 | 61 SKT Women’s Tie-dye Bohemian High Waist Maxi Skirt Lined Navy Brown | 75687 | Apparel & Accessories > Clothing > Skirts | none | 70484 | none | |
| 9402 | SABINE - PLUM | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9393 | SABINE - LAVENDER | 20236 | Apparel & Accessories > Clothing > Dresses | none | 15033 | __TAB1:FAQ | |
| 9394 | SABINE - CHAMPAGNE | 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 | |
| 8802 | 8 mm Bodhi Seed 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 | |
| 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 | |
| 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 | |
| 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 | |
| 8801 | Dark Rosewood 108 beads Rudraksha Prayer Meditation Mala Necklace | 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 | |
| 8800 | Rudraksha Dark Aged & Red Vintage Prayer Bead Meditation Power Mala Guru Beads | 5203 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 9534 | CRU: DOTTY PRINT TRAINERS | 5041 | SNEAKER | -162 | none | ||
| 10185 | Austin TV Console (200cm) | 649 | Furniture > Entertainment Centers & TV Stands | none | -4554 | 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 | |
| 2439 | Zebra Print Batwing Top | 0 | FITS SIZE 16 | -5203 | none | ||
| 2166 | Camilla - Under Scarab Skies Pierced V Neck Short Kaftan | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2165 | Camilla - They Call Her Nefertari Neck Piece Shirred Waist Long Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | 0 | COLOUR_GREY | -5203 | none | ||
| 2167 | Camilla - Under Scarab Skies Split Sleeve Kaftan with Hardware | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2175 | Camilla - We Always Have Alexandria Mini Dress | 0 | 20% OFF SHOPPING EVENT | -5203 | none | ||
| 2395 | Saloos Paint Stroke Tunic | 0 | AUTUMN, FITS SIZE 16, FITS SIZE 18 | -5203 | SALOOS | ||
| 2174 | Camilla - We Always Have Alexandria Bucket Hat | -363024 | 20% OFF SHOPPING EVENT, HAIR ACCESSORIES | -368227 | none | ||
| 8794 | 33 Bg Multi-colored Heavy Duty Cotton Cross Body Shoulder Messenger Bag Purse | -2928168 | CLEARANCE | -2933371 | none | ||
| 2382 | Saloos Leopard Print Co-ord | -4778940 | SKIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | -4784143 | SALOOS | ||
| 9427 | ROXY: GREY LEOPARD VELVET TRAINERS | -5524583 | BLACK, GREY, LEOPARD | -5529786 | ROXY | ||
| 2396 | Saloos Sweatshirt & Joggers | -9023462 | SWEATSHIRT, AUTUMN, FITS SIZE 16, FITS SIZE 18 | -9028665 | TROUSERS, SALOOS | ||
| 2394 | Saloos Multi Animal Print Dress | -80908050 | FITS SIZE 16, FITS SIZE 18 | -80913253 | SALOOS |