def plotRug(self, noUpdate=False):
for rug in self.rugKeys:
rug.detach()
self.rugKeys = []
if self.master.showRug:
targetClass = self.master.targetClass
if self.contingency:
freqhigh = [
(val, freq[targetClass]) for val, freq in self.contingency.items() if freq[targetClass] > 1e-6
]
freqlow = [(val, freq.abs - freq[targetClass]) for val, freq in self.contingency.items()]
freqlow = [f for f in freqlow if f[1] > 1e-6]
elif self.probDist:
freqhigh = []
freqlow = self.probDist.items()
else:
return
if freqhigh:
maxf = max([f[1] for f in freqhigh])
if freqlow:
maxf = max(maxf, max([f[1] for f in freqlow]))
elif freqlow:
maxf = max([f[1] for f in freqlow])
else:
return
freqfac = maxf > 1e-6 and 0.1 / maxf or 1
xData = sum(([val, val] for val, freq in freqhigh), []) + sum(([val, val] for val, freq in freqlow), [])
yData = sum(([1.0, 1.0 - max(0.02, freqfac * freq)] for val, freq in freqhigh), []) + sum(
([0.04, 0.04 + max(0.02, freqfac * freq)] for val, freq in freqlow), []
)
c = UnconnectedLinesCurve("rug", xData=xData, yData=yData)
c.set_auto_scale(True)
c.set_y_axis(yRight)
self.add_custom_curve(c)
self.rugKeys.append(c)
if not noUpdate:
self.replot()
def plotRug(self, noUpdate = False):
for rug in self.rugKeys:
rug.detach()
self.rugKeys = []
if self.master.showRug:
targetClass = self.master.targetClass
if self.contingency:
freqhigh = [(val, freq[targetClass]) for val, freq in self.contingency.items() if freq[targetClass] > 1e-6]
freqlow = [(val, freq.abs - freq[targetClass]) for val, freq in self.contingency.items()]
freqlow = [f for f in freqlow if f[1] > 1e-6]
elif self.probDist:
freqhigh = []
freqlow = self.probDist.items()
else:
return
if freqhigh:
maxf = max([f[1] for f in freqhigh])
if freqlow:
maxf = max(maxf, max([f[1] for f in freqlow]))
elif freqlow:
maxf = max([f[1] for f in freqlow])
else:
return
freqfac = maxf > 1e-6 and .1 / maxf or 1
xData = sum(([val, val] for val, freq in freqhigh), []) + sum(([val, val] for val, freq in freqlow), [])
yData = sum(([1.0, 1.0 - max(0.02, freqfac * freq)] for val, freq in freqhigh), []) + sum(([0.04, 0.04 + max(.02, freqfac * freq)] for val, freq in freqlow), [])
c = UnconnectedLinesCurve('rug', xData = xData, yData = yData)
c.set_auto_scale(True)
c.set_y_axis(yRight)
self.add_custom_curve(c)
self.rugKeys.append(c)
if not noUpdate:
self.replot()
