def process_base_folder(folder, negativeMultiplicator=3, rulesType='large', jobs=-1, prefix=None, interestingWindowsFolder=None):
dc = DatasetCreator()
for f in os.listdir(folder):
ff = os.path.join(folder, f)
if os.path.isdir(ff):
if not prefix or f.startswith(prefix):
rules = large_train if rulesType == 'large' else small_train
process_folder(ff, rules=rules, negativeMultiplicator=negativeMultiplicator, datasetCreator=dc, interestingWindowsFolder=interestingWindowsFolder)
dc.processPrepared(jobs)
return dc
