public MLInstance(Instance instance, CodeBook codebook) {
messageID = instance.getMessageId();
instID = String.valueOf(instance.getId());
sentence = instance;
tokens = Arrays.asList(instance.getTokens());
posTags = Arrays.asList(sentence.getPOSTags());
// what is this for unlabeled
// check for null or empty list
classLabels = instance.getCodes();
// check if classLabels is null
// get codebook from docID
humanLabels = new ArrayList<String>();
String humanLabel;
if (classLabels != null) {
for (String label : classLabels) {
humanLabel = codebook.getLabel(label);
humanLabels.add(humanLabel);
}
}
// document level data
docSender = instance.getMessageFrom();
// silver instance information
if (instance.getInstanceType() == InstanceType.SILVER) {
isSilverCollection = true;
silverCode = instance.getSilverCode();
// check these labels, is one unverified?
silverVerificationLabel = instance.getVerificationType();
}
}