def main():
os.chdir(os.path.dirname(sys.argv[0]))
"""Zadanie 3."""
"""
featuresData = FeaturesData(featuresFn='./resources/features-zadanie3/feature.csv',
dataFn='./resources/features-zadanie3/data.csv',
weightsFn='./resources/features-zadanie3/weight-manual.csv')
voteGuesser = VoteGuesser(featuresData, k=3)
print('Average error:', voteGuesser.calculateReguessExpectedError())
voteGuesser.solveTask(outputFn='./output/zadanie3/task.csv')
"""
"""Zadanie 4."""
featuresData = FeaturesData(featuresFn='./resources/features-zadanie4/feature.csv',
dataFn='./resources/features-zadanie4/data.csv',
weightsFn='./resources/features-zadanie4/weight.csv')
voteGuesser = VoteGuesser(featuresData, k=3)
print('Average error for all features:', voteGuesser.calculateReguessExpectedError())
voteGuesser.solveTask(outputFn='./output/zadanie4/task1.csv')
voteGuesser.loadMask(maskFn='./output/zadanie4/mask.csv')
print('Average error for selected features:', voteGuesser.calculateReguessExpectedError())
voteGuesser.solveTask(outputFn='./output/zadanie4/task2.csv')
