transform_me function

transform_me

maps all instances in x_unscaled to the [0;1] range using the equation:

y=exp(x)/(1+exp(x))

transform_me(x_unscaled, mean)

Arguments

• x_unscaled: vector of predictions
• mean: mean of x

Returns

transformed values of x_unscaled

Details

values greater then exp(700)/ or smaller then exp(-700) are returned as "Inf". To avoid NaN values, these "Inf." values are turned into min(y) or max(y).