Fold 1 - Understanding why coefficient 6419 was selected
Tag: SALE
Selected Coefficient: 6419
Taxonomy Path: 20.2.1
Taxonomy Name: Religious & Ceremonial > Religious Items > Prayer Beads
Products with this tag: 39
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 6419 | 20.000000 | 20.2.1 | 1.2.20 (6241 + 2*79 + 20) | Religious & Ceremonial > Religious Items > Prayer Beads | Yes |
| 0 | 20.000160 | 0 | 0 (0) | No | |
| -6939992 | 20.002884 | -0.0.6.14 | -14.6.0.0 (-(14*79^3 + 6*79^2)) | No | |
| 721 | 38.000000 | 10.9 | 9.10 (9*79 + 10) | Furniture > Entertainment Centers & TV Stands | No |
These are the training products that have the "SALE" tag (processing sequence 2795). 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 |
|---|---|---|---|---|---|---|---|
| 8802 | 8 mm Bodhi Seed 108 beads Prayer Meditation Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5408 | Original 8 mm Black Onyx Semi-precious Stone Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5426 | Original 8 mm Brown Agate Semi-precious Prayer Bead Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5427 | Original 8 mm Carnelian Semi-precious Stone Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5548 | Original 108 beads Moss Agate Semi-precious Stone Prayer Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5549 | Original Seven Chakra Semi-Precious Stone Healing Meditation Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5550 | Original 8 mm Rose Quartz Semi-precious Prayer Bead Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5551 | Original 108 beads Malachite Semi-precious Stone Prayer Bead Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5572 | Original 8 mm Red Sardonyx Agate Semi-precious Stone Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5573 | 108 Beads Rosewood and Faux Turquoise Prayer Meditation Necklace Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5574 | Original 8 mm Fire Multi-colored Amber Agate Semi-precious Prayer Bead Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5599 | Authentic Semi-precious Blue Sunstone Prayer Healing Meditation Mala ~ 8mm | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5621 | Authentic 8 mm Multi Agate Green Yellow Semi-precious Stone Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5622 | 10 mm Yak Bone 108 beads Prayer Healing Meditation Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5631 | 10 mm Ying Yang 108 beads Prayer Meditation Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 5632 | 8 mm Tibetan Buddhist Raktu Seed Prayer Bead Meditation Mala | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8796 | Original 8 mm Multi-colored Pink Agate Semi-precious Stone Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8800 | Rudraksha Dark Aged & Red Vintage Prayer Bead Meditation Power Mala Guru Beads | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 8801 | Dark Rosewood 108 beads Rudraksha Prayer Meditation Mala Necklace | 6419 | Religious & Ceremonial > Religious Items > Prayer Beads | none | 0 | none | |
| 10185 | Austin TV Console (200cm) | 721 | Furniture > Entertainment Centers & TV Stands | none | -5698 | none | |
| 24471 | I Like Your Stripes card cc153 | 0 | none | -6419 | none | ||
| 10601 | Happy Birthday Cake Dog Hat | 0 | HATS | -6419 | none | ||
| 10623 | Floral Summer Dog Dress | 0 | DRESS | -6419 | none | ||
| 10630 | Springtime & Summer Dog Dresses | 0 | DRESS | -6419 | none | ||
| 10795 | Suede & Fleece Dog Boots | 0 | SHOES & SOCKS | -6419 | none | ||
| 10808 | Fruity Summer Dog Dresses | 0 | DRESS | -6419 | none | ||
| 11187 | Nomination Rose Gold Symbol Pink CZ Knot Link | 0 | LINK | -6419 | none | ||
| 11238 | Composable Classic Link in Silver and black Stones | 0 | LINK | -6419 | none | ||
| 11257 | Snuggly Dog Beanie Hat | 0 | HAT | -6419 | none | ||
| 11262 | Frilly Country Dog Dress | 0 | DRESS | -6419 | none | ||
| 11341 | LED Flashing Light Harnesses | 0 | HARNESS | -6419 | none | ||
| 11349 | Cherry Ribbon Dog Dress | 0 | DRESS | -6419 | none | ||
| 17763 | Bash Guard & Prism Strip Kit | 0 | LIGHTS COLLECTION | -6419 | KT | ||
| 18433 | Build-A-Box Subscription: Snack Packs | 0 | _RELATED_GRANOLA-LANDING-PAGE | -6419 | none | ||
| 18484 | Grain-free Granola Variety 3-Pack, 8oz | 0 | _RELATED_GRANOLA-LANDING-PAGE | -6419 | none | ||
| 3771 | 3" Ceramic Pot and Saucer | Tika Basics | 0 | PRICE_UNDER $100 | -6419 | none | ||
| 20049 | Robison-Anton Gift Set 40wt Super Strength Rayon - 24 Spools GGR2023 | 0 | none | -6419 | none | ||
| 23491 | Keith Haring SoundQube - Blue | 0 | BFS24 | -6419 | LIFESTYLE | ||
| 18541 | Grain-free Granola Variety 6-Pack, 8oz | -6939992 | _RELATED_GRANOLA-LANDING-PAGE | -6946411 | none |