Options: -M 4.0 M5 pruned model tree: (using smoothed linear models) LM1 (234/93.461%) LM num: 1 bug = 0.0219 * ce - 0.0954 * mfa + 0.0587 Number of Rules : 1 Time taken to build model: 0.24 seconds Time taken to test model on training data: 0.01 seconds === Error on training data === Correlation coefficient 0.3557 Mean absolute error 0.2162 Root mean squared error 0.3881 Relative absolute error 86.6329 % Root relative squared error 93.4614 % Total Number of Instances 234 === Cross-validation === Correlation coefficient 0.2556 Mean absolute error 0.2234 Root mean squared error 0.409 Relative absolute error 89.3053 % Root relative squared error 98.1393 % Total Number of Instances 234