Research Article

Extracting Credible Dependencies for Averaged One-Dependence Estimator Analysis

Table 6

Variance results on 5 large data sets normalized with respect to AODE.

Data set PAE CAE PAA CAA SR NSR SP SP + RC

Adult 0.8653 0.8269 0.8846 0.8269 0.8461 0.8076 0.7692 0.7115
Connect 4 0.9091 0.8677 0.8925 0.9256 0.9078 0.8842 0.8099 0.7603
Donation 0.6575 0.7397 0.6986 0.7123 0.8767 0.8356 0.9452 0.7393
Nursery 0.6756 0.7027 0.7297 0.7567 0.7837 0.8378 0.9875 0.5945
Shuttle 0.7142 0.7142 0.9523 0.7142 0.4761 0.4761 0.4761 0.4761