Python calc_error1示例

示例#1

def MOEAD(AllSet, TrainSet, TestSet):
    best_config, ngen = moead_estimate(NP=4, NGEN=250, data=TrainSet)
    mre, sa, ci = calc_error1(best_config, TestSet, f(AllSet))
    return {"mre": mre, "sa": sa, "config": best_config, "gen": ngen}

示例#2

def NSGA2(AllSet, TrainSet, TestSet):
    best_config, ngen = nsga2_estimate(NP=100, NGEN=250, data=TrainSet)
    mre, sa, ci = calc_error1(best_config, TestSet, f(AllSet))
    return {"mre": mre, "sa": sa, "config": best_config, "gen": ngen}

示例#3

def ABE0(AllSet, TrainSet, TestSet):
    best_config = [0, 0, 0, 0, 0, 0]
    mre, sa, ci = calc_error1(best_config, TestSet, f(AllSet))
    return {"mre": mre, "sa": sa, "config": best_config}

示例#4

def DE10(AllSet, TrainSet, TestSet):
    best_config, ngen = de_estimate(10, 250, data=TrainSet)
    mre, sa, ci = calc_error1(best_config, TestSet, f(AllSet))
    return {"mre": mre, "sa": sa, "config": best_config, "gen": ngen}

示例#5

def RANDOM30(AllSet, TrainSet, TestSet):
    best_config = random_strategy(30, data=TrainSet)
    mre, sa, ci = calc_error1(best_config, TestSet, f(AllSet))
    return {"mre": mre, "sa": sa, "config": best_config}