CLAMI v0.1.1

@lifove lifove released this Jun 6, 2016 · 4 commits to develop since this release

Second Initial release for CLAMI.

  • What's new.
    • Bug fix 1: do not include cutoff (i.e. > cutoff) for top half clusters.
    • Bug fix 2: wrong instance selection problem has been fixed.

Input: Defect prediction data (Weka arff file) for classification. Instances can be labeled or not (?).
Output: Prediction results. For the labeled data, CLAMI shows its precsion/recall/f1 for simulating its prediction performance. For the unlabelled, it just reports prediction results whether an instance is buggy or clean.

CLAMI is generally applicable for other classification problems where you can assume this: the higher feature values imply the more positive (e.g., buggy in defect prediction) results.

Download and extract CLAMI.zip and go to the bin directory.
Excute and see Help
On Linux/Mac,
$ ./CLAMI -h

On Windows,
CLAMI.bat -h

CLAMI v0.1.0

@lifove lifove released this May 1, 2016 · 15 commits to develop since this release

Initial release for CLAMI.

Input: Defect prediction data (Weka arff file) for classification. Instances can be labeled or not.
Output: Prediction results. For labeled data, CLAMI shows its precsion/recall/f1 for simulating its prediction performance. For unlabelled, it just report prediction results whether an instance is buggy or clean.

CLAMI is generally applicable for other classification problems where you can assume this: the higher feature values imply the more positive (e.g., buggy in defect prediction) results.

  • Download and extract CLAMI-v.0.1.0.zip and go to the bin directory.
  • Excute and see Help

On Linux/Mac,
$ ./CLAMI -h

On Windows,
CLAMI.bat -h