reload(hw3code)
print("No cut")
bias, variance = hw3code.compute_bias_variance(DecisionTreeRegressor(), np.sin)
print("Bias %5f Variance %5f" % (bias, variance))
print()

reload(hw3code)
print("Depth 2")
bias, variance = hw3code.compute_bias_variance(DecisionTreeRegressor(max_depth=2), np.sin)
print("Bias %5f Variance %5f" % (bias, variance))
print()

reload(hw3code)
print("Depth 4")
bias, variance = hw3code.compute_bias_variance(DecisionTreeRegressor(max_depth=4), np.sin)
print("Bias %5f Variance %5f" % (bias, variance))
print()