本文整理汇总了Python中lifelines.estimation.AalenAdditiveFitter.predict方法的典型用法代码示例。如果您正苦于以下问题：Python AalenAdditiveFitter.predict方法的具体用法？Python AalenAdditiveFitter.predict怎么用？Python AalenAdditiveFitter.predict使用的例子？那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在类lifelines.estimation.AalenAdditiveFitter的用法示例。
在下文中一共展示了AalenAdditiveFitter.predict方法的1个代码示例，这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞，您的评价将有助于系统推荐出更棒的Python代码示例。
示例1: test_prediction_methods_respect_index
# 需要导入模块: from lifelines.estimation import AalenAdditiveFitter [as 别名]
# 或者: from lifelines.estimation.AalenAdditiveFitter import predict [as 别名]
def test_prediction_methods_respect_index(self, data_pred2):
x = data_pred2[['x1', 'x2']].ix[:3].sort_index(ascending=False)
expected_index = pd.Index(np.array([3, 2, 1, 0]))
cph = CoxPHFitter()
cph.fit(data_pred2, duration_col='t', event_col='E')
npt.assert_array_equal(cph.predict_partial_hazard(x).index, expected_index)
npt.assert_array_equal(cph.predict_percentile(x).index, expected_index)
npt.assert_array_equal(cph.predict(x).index, expected_index)
npt.assert_array_equal(cph.predict_expectation(x).index, expected_index)
aaf = AalenAdditiveFitter()
aaf.fit(data_pred2, duration_col='t', event_col='E')
npt.assert_array_equal(aaf.predict_percentile(x).index, expected_index)
npt.assert_array_equal(aaf.predict(x).index, expected_index)
npt.assert_array_equal(aaf.predict_expectation(x).index, expected_index)