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Linear Regression based Solution

Instances: 799 Attributes: 8 PLAYERVALUE Position Assists Plus/Minus Penalty Minutes Hits Blocks Faceoff Wins Test mode: split 66.0% train, remainder test === Classifier model === Linear Regression Model PLAYER VALUE = 5.2298 * Position=LW/D,D,LW,LW/RW,C,C/LW/RW,C/LW,C/RW,RW/D + -12.5707 * Position=D,LW,LW/RW,C,C/LW/RW,C/LW,C/RW,RW/D + 12.8141 * Position=LW,LW/RW,C,C/LW/RW,C/LW,C/RW,RW/D + 2.5418 * Position=C,C/LW/RW,C/LW,C/RW,RW/D + 0.1334 * Position=C/LW/RW,C/LW,C/RW,RW/D + -0.1656 * Position=C/LW,C/RW,RW/D + 0.1161 * Position=C/RW,RW/D + -8.2657 * Position=RW/D + 1.6188 * Assists + 1.1048 * Plus/Minus + 0.7007 * Penalty Minutes + 0.3385 * Hits + 0.3795 * Blocks + 0.0599 * Faceoff Wins + -29.2654

Penyertaan Peraduan #2 untuk                                                 Reverse engineer NHL Player Value Formula

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