scipy.odr.Output¶
-
class
scipy.odr.
Output
(output)[source]¶ The Output class stores the output of an ODR run.
Notes
Takes one argument for initialization, the return value from the function
odr
. The attributes listed as “optional” above are only present ifodr
was run withfull_output=1
.Attributes: - beta : ndarray
Estimated parameter values, of shape (q,).
- sd_beta : ndarray
Standard errors of the estimated parameters, of shape (p,).
- cov_beta : ndarray
Covariance matrix of the estimated parameters, of shape (p,p).
- delta : ndarray, optional
Array of estimated errors in input variables, of same shape as x.
- eps : ndarray, optional
Array of estimated errors in response variables, of same shape as y.
- xplus : ndarray, optional
Array of
x + delta
.- y : ndarray, optional
Array
y = fcn(x + delta)
.- res_var : float, optional
Residual variance.
- sum_square : float, optional
Sum of squares error.
- sum_square_delta : float, optional
Sum of squares of delta error.
- sum_square_eps : float, optional
Sum of squares of eps error.
- inv_condnum : float, optional
Inverse condition number (cf. ODRPACK UG p. 77).
- rel_error : float, optional
Relative error in function values computed within fcn.
- work : ndarray, optional
Final work array.
- work_ind : dict, optional
Indices into work for drawing out values (cf. ODRPACK UG p. 83).
- info : int, optional
Reason for returning, as output by ODRPACK (cf. ODRPACK UG p. 38).
- stopreason : list of str, optional
info interpreted into English.
Methods
pprint
()Pretty-print important results.