Change the scale in MSE chart

[GFibrizo]

Problem

The initial values of the MSE are very big comparing to the majority of them, due to that the chart has to cover a wide range of values and because of that is difficult to see in the chart the improvement in the values of the metric.

Solution

Change the scale of the chart in each iteration to get a better view in the progression of the values of the metric.

Alternatives

• Logaritmic scale?
• Draw the values in a range between MAX and MIN. If a value is greater than MAX draw it as MAX (to avoid dispersions in the chart). MAX = AVG(metric)+CONSTANT and MIN = AVG(metric)-CONSTANT