https://github.com/tensorly/tensorly
Revision f7e7962ff272df751da09e08d16cf9978bc37e01 authored by Jean Kossaifi on 03 December 2016, 23:53:35 UTC, committed by Jean Kossaifi on 03 December 2016, 23:53:35 UTC
1 parent 1788d26
Tip revision: f7e7962ff272df751da09e08d16cf9978bc37e01 authored by Jean Kossaifi on 03 December 2016, 23:53:35 UTC
Updated version
Updated version
Tip revision: f7e7962
test_regression.py
import numpy as np
from numpy.testing import assert_
from ..regression import MSE, RMSE
def test_MSE():
"""Test for MSE"""
y_true = np.array([1, 0, 1.5, 0.5])
y_pred = np.array([1, 1, 1, 1])
true_mse = 1.5
assert_(MSE(y_true, y_pred), true_mse)
def test_RMSE():
"""Test for RMSE"""
y_true = np.array([1, 2, 0.5, 1.5, 0.5, -1, -1])
y_pred = np.array([1, 2, 1, 1, 1, -0.5, 0])
true_mse = 2
assert_(MSE(y_true, y_pred), true_mse)
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