在此示例中如何打印输出值？

Question

我正在尝试测试以下链接中存在的模糊逻辑技巧示例：click here

我的问题是，如何使该控制系统以['low', 'medium', 'high']的形式打印输出值（提示），而不是打印实际的计算值。

下面是示例代码

import matplotlib.pyplot as plt
import numpy as np
import skfuzzy as fuzzy
from skfuzzy import control

# Universe variables
quality = control.Antecedent(np.arange(0, 11, 1), 'quality')
service = control.Antecedent(np.arange(0, 11, 1), 'service')
tip = control.Consequent(np.arange(0, 26, 1), 'tip')

# Auto-membership function population (3,5,7)
quality.automf(3)
service.automf(3)

# Custom triangle membership functions
tip['low'] = fuzzy.trimf(tip.universe, [0, 0, 13])
tip['medium'] = fuzzy.trimf(tip.universe, [0, 13, 25])
tip['high'] = fuzzy.trimf(tip.universe, [13, 25, 25])


#view memberships
#quality.view()
#service.view()
#tip.view()


#Fuzzy rules
rule1 = control.Rule(quality['poor'] | service['poor'], tip['low'])
rule2 = control.Rule(service['average'], tip['medium'])
rule3 = control.Rule(service['good'] | quality['good'], tip['high'])



#Control System Creation and Simulation
tipping_ctrl = control.ControlSystem([rule1, rule2, rule3])
tipping = control.ControlSystemSimulation(tipping_ctrl)


# Pass inputs to the ControlSystem & compute
tipping.input['quality'] = 10
tipping.input['service'] = 3
tipping.compute()


#visualize & view
print (tipping.output)
tip.view(sim=tipping)
plt.show()

Answer 1

有人可以使用skfuzzy软件包回答这个问题，如果不是简单的if-else条件，在此示例中，我也陷入了如何打印输出值的过程中？