Measure

class_complexity

Entropy, in bits, of the class distribution generated by the model's predictions. Calculated by taking the sum of -log2(predictedProb) over all instances, where predictedProb is the probability (according to the model) of the actual class for that instance. If instances are weighted, the weighted sum is taken.

Properties

Minimum value0
Maximum valueInf
Unitbits
OptimizationHigher is better