Update regression approach powerlaw authored by Jamie Engelhardt Simon's avatar Jamie Engelhardt Simon
...@@ -3,6 +3,7 @@ title: regression approach - powerlaw ...@@ -3,6 +3,7 @@ title: regression approach - powerlaw
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## Dependency ## Dependency
It is assumed the data can be described by a power law, expressed either as Y or X dependent (referring to the second and first axis on a fatigue curve). It is assumed the data can be described by a power law, expressed either as Y or X dependent (referring to the second and first axis on a fatigue curve).
...@@ -78,7 +79,7 @@ Perform _minmax_ normalization. By doing so ensures that the features used by th ...@@ -78,7 +79,7 @@ Perform _minmax_ normalization. By doing so ensures that the features used by th
```math ```math
X_{s} = \frac{X_i - X_{\textrm{min}}}{X_{\textrm{max}} - X_{\textrm{min}}}, \quad X_{s} = \frac{X_i - X_{\textrm{min}}}{X_{\textrm{max}} - X_{\textrm{min}}}, \quad
X_{s} = \frac{Y_i - Y_{\textrm{min}}}{Y_{\textrm{max}} - Y_{\textrm{min}}} Y_{s} = \frac{Y_i - Y_{\textrm{min}}}{Y_{\textrm{max}} - Y_{\textrm{min}}}
``` ```
where the lower index s is an abbreviation for scaled. where the lower index s is an abbreviation for scaled.
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