/**
* Expect directory with subdirectories for each evaluation. Subdirectories must contain following
* in order for results to be processed:
*
* <ul>
* <li>model.txt: libsvm model trained on training set
* <li>predict.txt: libsvm predictions on test set
* <li>options.properties: libsvm command line options
* </ul>
*
* @param line
* @throws Exception
*/
private static void importDirectory(CommandLine line) throws Exception {
WekaResultsImporter importer =
(WekaResultsImporter)
KernelContextHolder.getApplicationContext().getBean("wekaResultsImporter");
File cvDir = new File(line.getOptionValue("cvDir"));
if (cvDir.listFiles() == null || cvDir.listFiles().length == 0) {
System.err.println("directory is empty: " + cvDir);
} else {
for (File resultDir : cvDir.listFiles()) {
String model = resultDir + File.separator + "model.obj";
String output = resultDir + File.separator + "predict.txt";
String optionsFile = resultDir + File.separator + "options.properties";
if (checkFileRead(output) && checkFileRead(optionsFile)) {
String options = null;
Integer fold = null;
InputStream isOptions = null;
try {
isOptions = new FileInputStream(optionsFile);
Properties props = new Properties();
props.load(isOptions);
options = props.getProperty("options");
String strFold = props.getProperty("fold");
if (strFold != null) {
try {
fold = Integer.parseInt(strFold);
} catch (NumberFormatException nfe) {
}
}
} finally {
isOptions.close();
}
if (options != null) {
BufferedReader r = null;
try {
r = new BufferedReader(new FileReader(output));
importer.importClassifierEvaluation(
line.getOptionValue("name"),
fold,
line.getOptionValue("algo", "weka"),
line.getOptionValue("label"),
options,
line.getOptionValue("experiment"),
r);
} finally {
try {
r.close();
} catch (Exception e) {
}
}
}
}
}
}
}
/** @param args */
public static void docPredImport(String predictions, String task) throws Exception {
WekaResultsImporter importer =
(WekaResultsImporter)
KernelContextHolder.getApplicationContext().getBean("wekaResultsImporter");
BufferedReader reader = null;
try {
reader = new BufferedReader(new FileReader(predictions));
importer.importDocumentResults(task, reader);
} finally {
if (reader != null) {
reader.close();
}
}
}