/// <summary> /// Predicts a class label vector for the given input vector, returning the /// probabilities of the input vector belonging to each possible class. /// </summary> /// <param name="input">A set of input vectors.</param> /// <param name="decision">The class labels associated with each input /// vector, as predicted by the classifier. If passed as null, the classifier /// will create a new array.</param> /// <param name="result">An array where the probabilities will be stored, /// avoiding unnecessary memory allocations.</param> public double[] Probabilities(TInput input, out int decision, double[] result) { var mask = new bool[NumberOfOutputs]; Probabilities(input, ref mask, result); decision = mask.ArgMax(); return(result); }