=== line item prediction model evaluation 45945651 ===
bid: 170660 - created: 2025-11-10T20:29:49+00:00
line item: 45945651 - Temporary Fencing - Materials - M3 - pvb
isLabor: false
is weighted: true
contribution weight: 0
--- COST models (8 total) ---
models called: 5
counted toward limit: 5 (limit is 5)
used in weighted avg: 4 
  1. r2=0.469442 value=0.0000 | out of bounds - fills limit
    a bounds: [90,13378] | y bounds: [56.2,15200] | a original: 0 
  2. r2=0.451438 value=879.0105 | in bounds -> USED
    a bounds: [14.21,6120] | y bounds: [56.2,7160] | a original: 450 
  3. r2=0.393992 value=1165.7191 | in bounds -> USED
    a bounds: [60.39,4676.87] | y bounds: [60,15200] | a original: 758.46 
  4. r2=0.249048 value=1713.1248 | in bounds -> USED
    a bounds: [3,744] | y bounds: [56.2,15200] | a original: 60 
  5. r2=0.248555 value=1540.2401 | in bounds -> USED
    a bounds: [48,9578] | y bounds: [56.2,15200] | a original: 854 
weighted average: 1240.1684858011115
--- LABOR HOURS models (0 total) ---
models called: 0
counted toward limit: 0 (limit is 5)
used in weighted avg: 0 (fallback: all counted models used)
weighted average: 0
--- non-labor formula ---
(0 * 3.8 + 0) * 1 = 0
shouldPredict: true
actual line item cost: 0
==== END 45945651 ===