/**
* Calls the SubProcessWrapper using the given arguments
*
* @param args Any arguments.
*/
public static void main(String[] args) {
SubProcessWrapper wrapper = new SubProcessWrapper();
try {
wrapper.run(args);
} catch (Exception e) {
System.exit(1);
}
System.exit(0);
}
@DoInBackground(indeterminateProgress = true, cancelable = false)
public void makePredictions(BackgroundEvent evt) {
// Go grab the experiment, and see what stuff we should end up loading
try {
// Get the model
File modelFile =
new File(
mExperimentText.getText()
+ File.separator
+ "trained."
+ mSelectedSeedLabel.getText()
+ ".model");
if (!modelFile.exists()) {
Properties props = new Properties();
String seed = mSelectedSeedLabel.getText();
File experimentDir = new File(mExperimentText.getText());
props.put("modelOutputFilePrefix", experimentDir.getAbsolutePath() + "/trained." + seed);
SubProcessWrapper.getErrorAndTime(
experimentDir,
Experiment.createFromFolder(experimentDir),
"default",
mBest.rawArgs,
seed,
props);
}
File attribSelectFile =
new File(
mExperimentText.getText()
+ File.separator
+ "trained."
+ mSelectedSeedLabel.getText()
+ ".attributeselection");
String attribSelectPath = null;
if (attribSelectFile.exists()) attribSelectPath = attribSelectFile.getAbsolutePath();
File tmpFile = File.createTempFile("predictions", ".tmp");
tmpFile.deleteOnExit();
TrainedModelPredictionMaker tmpm =
new TrainedModelPredictionMaker(
attribSelectPath,
modelFile.getAbsolutePath(),
mTestingSetText.getText(),
"last",
tmpFile.getAbsolutePath());
ResultsWindow resWindow = new ResultsWindow(tmpm.eval.toSummaryString(), tmpFile);
resWindow.setVisible(true);
} catch (Exception e) {
UIUtil.showExceptionDialog(this, "Failed to get predictions", e);
}
}
