Aleph::PolyFitAnalysis< C > Struct Template Reference

Structure holding residual analysis for polynomial fits. More...

#include <tpl_multi_polynomial.H>

Collaboration diagram for Aleph::PolyFitAnalysis< C >:

Public Attributes
double	r_squared = 0.0
	Coefficient of determination (0–1)
double	rmse = 0.0
	Root mean squared error.
double	rss = 0.0
	Residual sum of squares.
double	tss = 0.0
	Total sum of squares.
double	ess = 0.0
	Explained sum of squares.
Array< C >	residuals
	Per-point residuals.
double	mean_y = 0.0
	Mean of y values.

Detailed Description

template<typename C>
struct Aleph::PolyFitAnalysis< C >

Structure holding residual analysis for polynomial fits.

Provides statistics about the quality of a least-squares fit:

• R²: coefficient of determination
• RMSE: root mean squared error
• Residuals: per-point deviations
• Sum of squares: TSS, RSS, ESS

Template Parameters

C	Coefficient type.

Definition at line 4377 of file tpl_multi_polynomial.H.

Member Data Documentation

ess

template<typename C >

double Aleph::PolyFitAnalysis< C >::ess = 0.0

Explained sum of squares.

Definition at line 4383 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), and TEST().

mean_y

template<typename C >

double Aleph::PolyFitAnalysis< C >::mean_y = 0.0

Mean of y values.

Definition at line 4385 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), and TEST().

r_squared

template<typename C >

double Aleph::PolyFitAnalysis< C >::r_squared = 0.0

Coefficient of determination (0–1)

Definition at line 4379 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), TEST(), and TEST().

residuals

template<typename C >

Array<C> Aleph::PolyFitAnalysis< C >::residuals

Per-point residuals.

Definition at line 4384 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), and TEST().

rmse

template<typename C >

double Aleph::PolyFitAnalysis< C >::rmse = 0.0

Root mean squared error.

Definition at line 4380 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), TEST(), and TEST().

rss

template<typename C >

double Aleph::PolyFitAnalysis< C >::rss = 0.0

Residual sum of squares.

Definition at line 4381 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), and TEST().

tss

template<typename C >

double Aleph::PolyFitAnalysis< C >::tss = 0.0

Total sum of squares.

Definition at line 4382 of file tpl_multi_polynomial.H.

Referenced by Aleph::analyze_fit(), TEST(), TEST(), TEST(), and TEST().

---

The documentation for this struct was generated from the following file:

• tpl_multi_polynomial.H