def makeDecision(self, config, save=True):
"""
Function making the decision upon the predicted probas from analyze
method.
Each file is dealt with as a Recording object, created, loaded,
decisions are made, and saved again.
See Recording.makeDecision for more info.
"""
if self._verbatim > 0:
print(
'\n\n *** DATASET ANALYSIS: MAKING DECISION ON PREDICTIONS ***'
)
tStartGlobal = time.time()
for file_path in self.files:
recording = Recording(file_path, config, verbatim=self._verbatim)
recording.load(config)
tStart = time.time()
recording.makeDecision(config)
tEnd = time.time()
if save:
recording.save(config)
if self._verbatim > 1:
print(
'\tRecording has been re-analyzed: decisions on predictions have been made',
file_path, tEnd - tStart)
tEndGlobal = time.time()
if self._verbatim > 0:
print(
'Dataset has been re-analyzed: decisions on predictions have been made',
tEndGlobal - tStartGlobal)
return
