Fold 1 - Understanding why coefficient 4663937 was selected
Tag: BEST SELLING
Selected Coefficient: 4663937
Taxonomy Path: 1.1.13.8
Taxonomy Name:
Products with this tag: 44
Unique residual values tried: 20
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? |
|---|---|---|---|---|---|
| 4663937 | 26.049069 | 1.1.13.8 | 8.13.1.1 (8*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 7522872 | 26.049074 | 1.1.13.13 | 13.13.1.1 (13*83^3 + 13*83^2 + 83 + 1) | No | |
| 6951085 | 26.049076 | 1.1.13.12 | 12.13.1.1 (12*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 26.049354 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 6958057 | 26.192771 | 1.2.14.12 | 12.14.2.1 (12*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 416 | 26.192771 | 1.5 | 5.1 (5*83 + 1) | No | |
| 0 | 31.024242 | 0 | 0 (0) | No | |
| -3451389 | 31.025548 | -0.0.3.6 | -6.3.0.0 (-(6*83^3 + 3*83^2)) | No | |
| -4608326 | 31.144578 | -0.78.4.8 | -8.4.78.0 (-(8*83^3 + 4*83^2 + 78*83)) | No | |
| 550954 | 31.144578 | 0.81.79 | 79.81.0 (79*83^2 + 81*83) | No | |
| 110322 | 41.000000 | 15.1.16 | 16.1.15 (16*83^2 + 83 + 15) | No | |
| 2342849 | 41.000145 | 8.7.8.4 | 4.8.7.8 (4*83^3 + 8*83^2 + 7*83 + 8) | No | |
| 2935303 | 41.000290 | 8.7.11.5 | 5.11.7.8 (5*83^3 + 11*83^2 + 7*83 + 8) | No | |
| -21332 | 42.012048 | -1.8.3 | -3.8.1 (-(3*83^2 + 8*83 + 1)) | No | |
| -75863 | 42.012048 | -1.1.11 | -11.1.1 (-(11*83^2 + 83 + 1)) | No | |
| -4581171 | 43.000000 | -69.82.0.8 | -8.0.82.69 (-(8*83^3 + 82*83 + 69)) | No | |
| 2348747 | 43.000000 | 13.78.8.4 | 4.8.78.13 (4*83^3 + 8*83^2 + 78*83 + 13) | No | |
| -510447 | 43.000000 | -80.7.74 | -74.7.80 (-(74*83^2 + 7*83 + 80)) | No | |
| 4876614 | 43.000000 | 32.73.43.8 | 8.43.73.32 (8*83^3 + 43*83^2 + 73*83 + 32) | No | |
| 6813042 | 43.000000 | 70.80.75.11 | 11.75.80.70 (11*83^3 + 75*83^2 + 80*83 + 70) | No |
These are the training products that have the "BEST SELLING" tag (processing sequence 7013). 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 |
|---|---|---|---|---|---|---|---|
| 5205 | 21P Hoodies | 7522872 | none | 2858935 | none | ||
| 5012 | All Eyez On Me Hoodies | 7522872 | none | 2858935 | 2PAC | ||
| 443 | Tiktok Ginab.xo Same Wig Long Curly Hair 13*4 HD Lace Frontal Wig Thick Curly Hair Glueless Wigs-Amanda Hair | 6958057 | none | 2294120 | none | ||
| 334 | Chestnut Brown Straight Human Hair Wigs 13x4 Lace Front Colored Wig For Black Women-Amanda Hair | 6958057 | none | 2294120 | none | ||
| 33955 | Tupac Ugly Christmas Sweater | 6951085 | none | 2287148 | 2PAC | ||
| 253 | Caramel Brown Water Wave Lace Front Human Hair Wig Dark Root Lace Front Ombre Color Wig for Women-Amanda Hair | 6813042 | HOT SALE, WEAR GO | 2149105 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | 4876614 | HEART NECKLACE, WEDDING GIFTS, HEART PENDANT, ANNIVERSARY GIFTS, INSPIRING, INSPIRATIONAL | 212677 | none | ||
| 4912 | Remembering Chester T-Shirt | 4663937 | none | 0 | none | ||
| 33969 | BTS Wings More Shirts | 4663937 | none | 0 | none | ||
| 33957 | Techno Life T-Shirt | 4663937 | none | 0 | none | ||
| 33946 | Alt-J Δ Shirt | 4663937 | none | 0 | none | ||
| 1694 | The Clique T-Shirts Collection | 4663937 | none | 0 | none | ||
| 33912 | Lil Yachty Signature Collection | 2935303 | none | -1728634 | none | ||
| 34005 | N.W.A Vinyl Wall Clock | 2348747 | MUSIC FASHION | -2315190 | none | ||
| 33952 | Charlie Puth Attention Collection | 2342849 | none | -2321088 | none | ||
| 33959 | Beyonce Private Collection | 2342849 | none | -2321088 | none | ||
| 33958 | Chris Brown Party Hoodie | 1212548 | none | -3451389 | none | ||
| 33996 | Beliebers Hoodie | 1212548 | none | -3451389 | none | ||
| 33951 | Wiz Khalifa 3D Hoodie | 1212548 | none | -3451389 | none | ||
| 33942 | Panda Pilot Hoodies | 1212548 | none | -3451389 | none | ||
| 33943 | Panda Life Hoodie | 1212548 | none | -3451389 | none | ||
| 33945 | Savage Life Hoodies | 1212548 | none | -3451389 | none | ||
| 33997 | Drum N Styx Pendant | 550954 | MUSIC FASHION | -4112983 | none | ||
| 33953 | TWENTY ØNE PILØTS 3D Backpack | 110322 | none | -4553615 | none | ||
| 33984 | Justin Bieber Purpose Backpack | 110322 | none | -4553615 | none | ||
| 33954 | TWENTY ØNE PILØTS Backpacks | 110322 | none | -4553615 | none | ||
| 2011 | Justin Bieber Artistic Collection | 416 | none | -4663521 | none | ||
| 33982 | The Notorious B.I.G King Collection | 416 | none | -4663521 | 2PAC | ||
| 336 | Chestnut Spanish Curly HD Transparent Lace Front Wigs Deep Hairline 100% Human Hair -Amanda Hair | 0 | SALE COLLECTION | -4663937 | none | ||
| 254 | Chestnut Brown Body Wave Human Hair Wigs Reddish Brown 13x4 Lace Front Colored Wig For Black Women 14'' -Amanda Hair | 0 | BODY WAVE WIGS | -4663937 | none | ||
| 284 | Chestnut Brown Body Wave Human Hair Wigs 13x4 Lace Front Colored Wig For Black Women-Amanda Hair | 0 | BODY WAVE WIGS | -4663937 | none | ||
| 33965 | Bluedio True Sound | 0 | SPEAKERS | -4663937 | none | ||
| 410 | Colorful Straight Lace Frontal/Closure Transaparent Wigs Transparent HD Lace Wigs Pre-plucked with Baby Hair | 0 | SALE COLLECTION | -4663937 | none | ||
| 242 | Burgundy Wigs Body Wave 13x4 Lace Front Wigs 99J Colored Wigs 4x4 HD lace closure Wigs-Amanda Hair | 0 | BODY WAVE WIGS | -4663937 | none | ||
| 243 | Burgundy Wigs Body Wave 13x4 Lace Front Wigs 99J Colored Wigs 4x4 HD lace closure Wigs-Amanda Hair | 0 | BODY WAVE WIGS | -4663937 | none | ||
| 34004 | Rock Hero Canvas Shoes | 0 | MUSIC FASHION | -4663937 | none | ||
| 33999 | Katy Perry The Queen Collection | 0 | FREE | -4663937 | none | ||
| 235 | Burgundy Lace Front Wig 99J Red Wand Curly Human Hair Wigs Colored HD Transparent Preplucked Red Wine Hair Wig-Amanda Hair | 0 | WEAR GO | -4663937 | none | ||
| 33968 | Metal Shield Bluetooth Speaker | -21332 | SPEAKERS, MUSIC FASHION | -4685269 | none | ||
| 245 | Burnt Orange Straight 13x4 Lace Front Straight Butterfly Haircut Ginger Wig Layered Hair | -75863 | SALE COLLECTION, HOT SALE | -4739800 | none | ||
| 24835 | Just The Tip PVC | -510447 | PVC PATCH, MORALE PATCHES, VIOLENT LITTLE MACHINE SHOP | -5174384 | none | ||
| 33972 | BTS K-POP Hoodies | -3451389 | BTS | -8115326 | none | ||
| 33981 | BTS Back To School Backpacks Series | -4581171 | BTS | -9245108 | none | ||
| 33973 | BTS Seven Power Necklaces | -4608326 | BTS | -9272263 | none |