def means_conf(self):
r""" The standard deviation of the Gaussian distribution means """
return confidence_interval_arr(self.means_samples, conf=self._conf)
def initial_distribution_conf(self):
r""" The standard deviation of the initial distribution of the hidden states """
return confidence_interval_arr(self.initial_distribution_samples, conf=self._conf)
def output_probabilities_conf(self):
r""" The standard deviation of the output probability matrix """
return confidence_interval_arr(self.output_probabilities_samples,
conf=self._conf)
def eigenvectors_right_conf(self):
r""" The standard deviation of the right eigenvectors of the hidden transition matrix """
return confidence_interval_arr(self.eigenvectors_right_samples, conf=self._conf)
def lifetimes_conf(self):
r""" The standard deviation of the lifetimes of the hidden states """
return confidence_interval_arr(self.lifetimes_samples, conf=self._conf)
def transition_matrix_conf(self):
r""" The standard deviation of the transition_matrix of the hidden states """
return confidence_interval_arr(self.transition_matrix_samples, conf=self._conf)
def eigenvalues_conf(self):
r""" The standard deviation of the eigenvalues of the hidden states """
return confidence_interval_arr(self.eigenvalues_samples, conf=self._conf)
def means_conf(self):
r""" The standard deviation of the Gaussian distribution means """
return confidence_interval_arr(self.means_samples, conf=self._conf)
def output_probabilities_conf(self):
r""" The standard deviation of the output probability matrix """
return confidence_interval_arr(self.output_probabilities_samples, conf=self._conf)
def initial_distribution_conf(self):
r""" The standard deviation of the initial distribution of the hidden states """
return confidence_interval_arr(self.initial_distribution_samples,
conf=self._conf)
def lifetimes_conf(self):
r""" The standard deviation of the lifetimes of the hidden states """
return confidence_interval_arr(self.lifetimes_samples, conf=self._conf)
def eigenvectors_right_conf(self):
r""" The standard deviation of the right eigenvectors of the hidden transition matrix """
return confidence_interval_arr(self.eigenvectors_right_samples,
conf=self._conf)
def eigenvalues_conf(self):
r""" The standard deviation of the eigenvalues of the hidden states """
return confidence_interval_arr(self.eigenvalues_samples,
conf=self._conf)
def transition_matrix_conf(self):
r""" The standard deviation of the transition_matrix of the hidden states """
return confidence_interval_arr(self.transition_matrix_samples,
conf=self._conf)
