AC Selection Rate

Testing different kind of classifiers against the current model with baseCase-Value and constants. Evaluated in the pushTask with only 1 InteractionState as worldState. (np.random seed = 1234)

TrainRuns	BaseCase	Constants	Tree(entropy)	Tree(gini)	Tree(gini)T	SVM(rbf)	SVM(linear)
10	0.5362, 0.5362, 0.5314	0.5268, 0.5414, 0.5468	0.5735, 0.6881, 0.5812	0.6318, 0.5862, 0.6069	0.5756, 0.6550, 0.6238	0.4634, 0.5347, 0.5172	0.5073, 0.5072, 0.5073
20	0.5469, 0.5855, 0.5639	0.5985, 0.6141, 0.5728	0.6454, 0.5718, 0.6766	0.6667, 0.6642, 0.6395	0.6576, 0.6044, 0.6386	0.5110, 0.5271, 0.4625	0.5679, 0.5291, 0.5792
30	0.576, 0.5987, 0.6035	0.6090, 0.6058, 0.6220	0.6262, 0.6241, 0.5710	0.6211, 0.6743, 0.6754	0.6493, 0.6639, 0.6830	0.5098, 0.5376, 0.5376	0.5781, 0.5724, 0.5402
100	_	_	_	0.6909	0.6247	_	_
200	_	_	_	0.6834	_	_	_