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Prediction Accuracy

Table 21 and Table 22 display the mean prediction accuracies and the standard deviations of the accuracies of BruteDL+. As shown in Table 23, the prediction accuracies of BruteDL+ is generally marginally higher than that of the original BruteDL. But there still be several cases where the prediction accuracy decreases. Note that the prediction accuracy decreases by 20.8 on the 70% sized training set on small soybean domain.

  
Table 21: Mean Prediction Accuracies (%) of BruteDL+ on Different Data Sets

  

Table 22: Standard Deviations of Prediction Accuracies of BruteDL+ on Different Data Sets

  
Table 23: Comparison of the Prediction Accuracy of BruteDL+ against the Original BruteDL



next up previous
Next: Default Rule Performance Up: Experiments with BruteDL+ Previous: Experiments with BruteDL+

Jing Lin
Mon Apr 1 19:35:53 CST 1996