shared_ptr<ProbabilisticSvmClassifier> ProbabilisticSvmClassifier::loadFromMatlab(const string& classifierFilename, const string& logisticFilename)
{
pair<double, double> sigmoidParams = loadSigmoidParamsFromMatlab(logisticFilename);
// Load the detector and thresholds:
shared_ptr<SvmClassifier> svm = SvmClassifier::loadFromMatlab(classifierFilename);
return make_shared<ProbabilisticSvmClassifier>(svm, sigmoidParams.first, sigmoidParams.second);
}
shared_ptr<ProbabilisticWvmClassifier> ProbabilisticWvmClassifier::load(const ptree& subtree)
{
pair<double, double> sigmoidParams = loadSigmoidParamsFromMatlab(subtree.get<string>("thresholdsFile"));
// Load the detector and thresholds:
shared_ptr<WvmClassifier> wvm = WvmClassifier::loadFromMatlab(subtree.get<string>("classifierFile"), subtree.get<string>("thresholdsFile"));
shared_ptr<ProbabilisticWvmClassifier> pwvm = make_shared<ProbabilisticWvmClassifier>(wvm, sigmoidParams.first, sigmoidParams.second);
pwvm->getWvm()->setLimitReliabilityFilter(subtree.get("threshold", 0.0f));
return pwvm;
}
