def tmp(agents):
return avg([ for agent in agents])
def AUCROC_nonweighting(gbc):
return avg([
calc_auc(_ROC(samples1 + samples2, cls1))
for (cls1, samples1), (cls2, samples2) in combinations(gbc.items(), 2)
])
def AUCROC_nonweighting(gbc):
return avg([calc_auc(_ROC(samples1 + samples2, cls1))
for (cls1, samples1), (cls2, samples2) in combinations(gbc.items(), 2)])
def get_cooperation(self):
return avg([agent.state.get_genValue() for agent in self.agents])
