def trainExtendedPairsLoop(onlyFollowings = False, AllPageButId = False):
import paths, PythonVersionHandler, Trainer, ReadyTests
feature_names = ['photos', 'soldCount', 'feedbackPercentage', 'memberSoldCount', 'memberSegment',
'subtitleFlag', 'brandNew', 'freeCargo', 'dailyOffer', 'windowOptionFlag', 'sameDay']
Trainer.setFeatureVector(feature_names)
keywords = ReadyTests.get27Keywords()
for c, keyword in enumerate(keywords):
PythonVersionHandler.print_logging(str(c+1)+'.', keyword.upper() + ':')
trainExtendedPairs(keyword, onlyFollowings = onlyFollowings, AllPageButId = AllPageButId)
Trainer.saveOutputTable()
Trainer.printOutputTable()
def trainingTestAllLoop(feature_names):
import paths, PythonVersionHandler, FinalizedRunners, Trainer, ReadyTests
Trainer.setFeatureVector(feature_names)
keywords = ReadyTests.get27Keywords()
for c, keyword in enumerate(keywords):
PythonVersionHandler.print_logging(str(c+1)+'.', keyword.upper() + ':')
keyword = keyword.replace(' ', '_')
folder = paths.joinPath(paths.joinPath(paths.HDFSRootFolder, 'weekAugust'), keyword)
FinalizedRunners.trainForKeyword(keyword, folder, saving = False)
Trainer.printOutputTable()
Trainer.saveOutputTable()
Trainer.outputTable = []
