Fit Y by X Group
#Logistic Fit of 0-10207-01-333 By Latitude
Whole Model Test
#Model -LogLikelihood DF ChiSquare Prob>ChiSq
#Difference 0.43873 1 0.877462 0.3489
Full 372.60451
Reduced 373.04324
RSquare (U) 0.0012
AICc 749.225
BIC 758.406
Observations (or Sum Wgts) 734
Measure Training Definition
Entropy RSquare 0.0012 1-Loglike(model)/Loglike(0)
Generalized R-Square 0.0019 (1-(L(0)/L(model))^(2/n))/(1-L(0)^(2/n))
Mean -Log p 0.5076 ∑ -Log(ρ[j])/n
RMSE 0.4040 √ ∑(y[j]-ρ[j])²/n
Mean Abs Dev 0.3264 ∑ |y[j]-ρ[j]|/n
Misclassification Rate 0.2057 ∑ (ρ[j]≠ρMax)/n
N 734 n
Parameter Estimates
Term Estimate Std Error ChiSquare Prob>ChiSq
Intercept -4.1053941 5.8828227 0.49 0.4853
Latitude 0.17649159 0.1903423 0.86 0.3538
For log odds of C/G