Tuesday, December 25, 2007

Predictions 2007 Week 17 and Accuracy Report




















Predictions based on unadjusted stats
GamePredicted Final Score MarginP(Home Team Wins)
CIN @ MIA-0.117650.1338
KC @ NYJ3.067461.8436
PIT @ BAL-2.806442.2222
SF @ CLE7.636873.4936
JAX @ HOU-0.554747.5887
TEN @ IND8.826177.2495
MIN @ DEN0.852948.2096
SD @ OAK-1.698440.4813
NE @ NYG-2.116042.3982
BUF @ PHI6.513870.5099
DAL @ WAS-1.107746.4259
NO @ CHI-0.146949.6856
DET @ GB7.334970.3761
SEA @ ATL-1.490345.5305
CAR @ TB7.564675.4810
STL @ ARI4.759167.1907




OPPONENT-ADJUSTED
Linear regression
Win prediction accuracy: 67.7885%
Mean absolute error: 11.4810 points
Correlation with result: 0.4188
% of games predicted as home team wins: 72.5962%
Logistic regression
Win prediction accuracy: 66.8269%
Correlation with result: 0.4086
% of games predicted as home team wins: 74.5192%
Win prediction accuracy when 20%≤P(home team wins)<30%: 100.0000
Win prediction accuracy when 30%≤P(home team wins)<40%: 76.1905
Win prediction accuracy when 40%≤P(home team wins)<50%: 65.5172
Win prediction accuracy when 50%≤P(home team wins)<60%: 49.0196
Win prediction accuracy when 60%≤P(home team wins)<70%: 73.2143
Win prediction accuracy when 70%≤P(home team wins)<80%: 67.5676
Win prediction accuracy when 80%≤P(home team wins)<90%: 90.9091

UNADJUSTED
Linear regression
Win prediction accuracy: 65.8654%
Mean absolute error: 11.5186 points
Correlation with result: 0.3987
% of games predicted as home team wins: 71.6346%
Logistic regression
Win prediction accuracy: 64.4231%
Correlation with result: 0.3894
% of games predicted as home team wins: 72.1154%
Win prediction accuracy when 10%≤P(home team wins)<20%: 100.0000
Win prediction accuracy when 20%≤P(home team wins)<30%: 60.0000
Win prediction accuracy when 30%≤P(home team wins)<40%: 70.0000
Win prediction accuracy when 40%≤P(home team wins)<50%: 60.0000
Win prediction accuracy when 50%≤P(home team wins)<60%: 47.6190
Win prediction accuracy when 60%≤P(home team wins)<70%: 64.9123
Win prediction accuracy when 70%≤P(home team wins)<80%: 78.3784
Win prediction accuracy when 80%≤P(home team wins)<90%: 69.2308
Win prediction accuracy when 90%≤P(home team wins)<100%: 100.0000

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