def main():
trial('optimal', stump.train, 100)
def main():
#trial('optimal', stump.train, 100)
trial('random', stump.random, 1000)
def main():
trial("gda", train, test)
def main():
trial("bernoulli", bernoulli_train, bin_test)
trial("gaussian", gaussian_train, gaussian_test)
trial("four-bin", four_bin_train, bin_test)
trial("nine-bin", nine_bin_train, bin_test)
def main():
trial(stump.train, 300)
def main():
trial('bagging', train, test)