Options: -M 4.0 

M5 pruned model tree:
(using smoothed linear models)
LM1 (858/88.504%)

LM num: 1
bug = 
	0.0127 * noc 
	+ 0.0038 * rfc 
	+ 0.0215 * moa 
	+ 0.0159 * cbm 
	+ 0.0059 * max_cc 
	- 0.0553

Number of Rules : 1

Time taken to build model: 0.48 seconds
Time taken to test model on training data: 0.02 seconds

=== Error on training data ===

Correlation coefficient                  0.4655
Mean absolute error                      0.2031
Root mean squared error                  0.4531
Relative absolute error                 83.9658 %
Root relative squared error             88.5037 %
Total Number of Instances              858     



=== Cross-validation ===

Correlation coefficient                  0.4147
Mean absolute error                      0.2081
Root mean squared error                  0.4664
Relative absolute error                 85.9239 %
Root relative squared error             90.9067 %
Total Number of Instances              858