Tag Coefficient Debug: OPTICAL

Fold 2 - Understanding why coefficient -2792643 was selected

← Back to Fold 2

Summary

Tag: OPTICAL

Selected Coefficient: -2792643

Taxonomy Path: -0.70.56.7

Taxonomy Name:

Products with this tag: 16

Unique residual values tried: 15

Candidate Coefficients Tried

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?
-279264312.042254-0.70.56.7-7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71))Yes
5263286812.0422540.68.3.5.22.5.3.68.0 (2*71^4 + 5*71^3 + 3*71^2 + 68*71)No
012.04225400 (0)No
5270351312.0422540.69.17.5.22.5.17.69.0 (2*71^4 + 5*71^3 + 17*71^2 + 69*71)No
-7838769413.014085-2.2.1.6.3-3.6.1.2.2 (-(3*71^4 + 6*71^3 + 5041 + 2*71 + 2))No
-2697957513.014283-1.2.27.4.1-1.4.27.2.1 (-(25411681 + 4*71^3 + 27*71^2 + 2*71 + 1))No
4555033313.01428370.68.18.56.11.56.18.68.70 (25411681 + 56*71^3 + 18*71^2 + 68*71 + 70)No
-8251066313.028169-1.65.37.17.3-3.17.37.65.1 (-(3*71^4 + 17*71^3 + 37*71^2 + 65*71 + 1))No
-8264691313.028169-2.67.64.17.3-3.17.64.67.2 (-(3*71^4 + 17*71^3 + 64*71^2 + 67*71 + 2))No
12979581314.0140853.2.46.7.55.7.46.2.3 (5*71^4 + 7*71^3 + 46*71^2 + 2*71 + 3)No
12843481414.0140853.3.60.3.55.3.60.3.3 (5*71^4 + 3*71^3 + 60*71^2 + 3*71 + 3)No
-8131658715.000000-3.3.14.14.3-3.14.14.3.3 (-(3*71^4 + 14*71^3 + 14*71^2 + 3*71 + 3))No
7838769415.0000002.2.1.6.33.6.1.2.2 (3*71^4 + 6*71^3 + 5041 + 2*71 + 2)Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew ToysNo
-8703812315.000000-4.3.13.30.3-3.30.13.3.4 (-(3*71^4 + 30*71^3 + 13*71^2 + 3*71 + 4))No
851417915.0000001.70.55.2323.55.70.1 (23*71^3 + 55*71^2 + 70*71 + 1)No

Products with this Tag

These are the training products that have the "OPTICAL" tag (processing sequence 1798). 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
9207Jaurès129795813BLACK, OVERSIZED, DARK TURTLE, NEW HINGE, NEW STYLES132588456OVAL FACE, ROUND FACE, SQUARE
9193Rue Amélie128434814GOLD, 8MM, GLASSES, NEW HINGE, NEW STYLES131227457ROUND FACE
9206Ségur78387694Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew ToysGOLD, DARK TURTLE, GLASSES, LARGE, NEW HINGE, NEW STYLES81180337SQUARE
9189Theatre52703513GOLD, BLACK, ROUND, 8MM, DARK TURTLE, GLASSES, MEDIUM, NEW HINGE, NEW STYLES55496156OVAL FACE, PETITE
9212Saint Germain52632868BLACK, ROUND, PINK, 8MM, DARK TURTLE, NEW HINGE55425511OVAL FACE
9191Rue Berthe45550333GOLD, PINK, 8MM, CAT-EYE, GLASSES, MEDIUM, NEW HINGE, NEW STYLES48342976OVAL FACE, PETITE
9166Rue Duroc8514179ROUND, 8MM, DARK TURTLE, MEDIUM, NEW STYLES11306822OVAL FACE, PETITE
9187Place Coluche0ROUND, MEDIUM, NEW STYLES2792643OVAL FACE
9188Place de la Concorde-2792643OVERSIZED0OVAL FACE
9208Rue de Charonne-26979575GOLD, PINK, 8MM, DARK TURTLE, GLASSES, MEDIUM, NEW HINGE-24186932OVAL FACE, PETITE
9210Place Dauphine-78387694ROUND, MEDIUM-75595051OVAL FACE
9184Place de la Madeleine-78387694ROUND, MEDIUM-75595051OVAL FACE
9185Place de l'Opéra-81316587BLACK, ROUND, MEDIUM-78523944OVAL FACE
9213Gaillon-82510663GLASSES, MEDIUM-79718020PETITE
9186Auber-82646913ROUND, GLASSES, MEDIUM-79854270OVAL FACE
9209Lille-87038123GOLD, BLACK, PINK, 8MM, GLASSES, MEDIUM-84245480OVAL FACE, PETITE, ROUND FACE