Kaip apskaičiuoti R-squared
Kas yra R-squared?
R² (coefficient of determination) measures the proportion of variance in the dependent variable that is predictable from the independent variable(s). R²=0.80 means 80% of variation in Y is explained by the model.
Žingsnis po žingsnio vadovas
- 1R² = 1 − SS_residual / SS_total
- 2SS_total = Σ(yi − ȳ)²
- 3SS_residual = Σ(yi − ŷi)²
- 4For simple linear regression: R² = r²
Worked Examples
Įvestis
SS_total=100 · SS_residual=30
Rezultatas
R² = 0.70 — model explains 70% of variance
Reasonable for many real-world applications
Pasiruošę skaičiuoti? Išbandykite nemokamą R-squared skaičiuotuvą
Išbandykite patys →