1
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Classifier Model

Linear Regression Model

bug =

 -0.1667 * -0.398rfc-0.374wmc-0.347loc-0.328npm-0.264max_cc... +
 -0.0058 * -0.487ic-0.466dit-0.444mfa-0.406cbm-0.29ce... +
  0.0243 * -0.381npm+0.377avg_cc-0.37lcom+0.344amc-0.337wmc... +
  0.0212 * 0.591ca+0.499cbo+0.452noc-0.234avg_cc-0.224max_cc... +
  0.0141 * 0.593lcom3-0.562dam+0.353lcom-0.17moa+0.161cam... +
  0.0697 * -0.519avg_cc-0.481max_cc+0.402amc+0.323ce-0.212noc... +
  0.0911 * -0.684cam+0.32 cbm-0.319dam-0.277lcom-0.223mfa... +
  0.0979 * 0.903moa+0.213cam+0.19 lcom3-0.161ce+0.12 mfa... +
  0.0402 * -0.524noc-0.517amc+0.403ce-0.282loc+0.251cbo... +
 -0.0563 * 0.597noc-0.425ca+0.385ce-0.309amc-0.272cbm... +
 -0.1116 * -0.537loc+0.404lcom+0.342amc-0.268dit+0.233ce... +
  0.0541 * 0.625lcom3+0.614dam+0.257mfa-0.212dit+0.21 cbm... +
  0.3131

Time taken to build model: 1.99 seconds

=== Cross-validation === === Summary ===

Correlation coefficient 0.3549 Mean absolute error 0.4634 Root mean squared error 1.0668 Relative absolute error 88.8595 % Root relative squared error 93.4903 % Total Number of Instances 87399

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