Transform probability [Obj,Double]

Description

Transforms probabilities of all pairs in SOURCE.

Input

• SOURCE [OBJ,DOUBLE]: a list of objects

Output

• RESULT [OBJ,DOUBLE]: a list of objects with transformed probabilities

Parameters

• Transformation: how to transform the probability p (which is in the range ]0,1]) of each item in input

  • COMPLEMENT: p = 1 - p

  • INVERSE: p = 1 / p

  • CONSTANT (Value): p = Value

  • PRIOR (Value): p = Value * p

  • RANDOM: p = a random number in the range ]0,1]

  • RANKING: keeps the same ranking as in input, but distributes the probabilities more regularly.