class SVMDriver(Driver):
def __init__(self):
self.preProcessor = PreProcessor()
self.svmProcessor = SVMProcessor()
self.svmFeatureExtractor = SVMFeatureExtractor()
def data_process(self, fileName):
ListT, ListX, ListY, ListP = self.pre_process(fileName)
ListR = self.svmProcessor.radius(ListX, ListY)
ListVX = self.svmProcessor.velocity_of_x(ListX, ListT)
ListVY = self.svmProcessor.velocity_of_y(ListY, ListT)
ListVR = self.svmProcessor.velocity_of_r(ListR, ListT)
ListVP = self.svmProcessor.velocity_of_p(ListP, ListT)
ListAX = self.svmProcessor.acc_of_vx(ListVX, ListT)
ListAY = self.svmProcessor.acc_of_vy(ListVY, ListT)
ListAR = self.svmProcessor.acc_of_vr(ListVR, ListT)
return ListT, ListX, ListY, ListP, ListR, ListVX, ListVY, ListVR, ListVP, ListAX, ListAY, ListAR
def generate_features(self, fileName):
ListT, ListX, ListY, ListR, ListP, ListVX, ListVY, ListVR, ListVP, ListAX, ListAY, ListAR = self.data_process(
fileName
)
self.svmFeatureExtractor.generate_features(
ListT, ListX, ListY, ListR, ListP, ListVX, ListVY, ListVR, ListVP, ListAX, ListAY, ListAR
)
return self.svmFeatureExtractor.features()
def feature_clear(self):
self.svmFeatureExtractor.clear()
class SVMDriver(Driver):
def __init__(self):
self.preProcessor = PreProcessor()
self.svmProcessor = SVMProcessor()
self.svmFeatureExtractor = SVMFeatureExtractor()
def data_process(self, fileName):
ListT, ListX, ListY, ListP = self.pre_process(fileName)
ListR = self.svmProcessor.radius(ListX, ListY)
ListVX = self.svmProcessor.velocity_of_x(ListX, ListT)
ListVY = self.svmProcessor.velocity_of_y(ListY, ListT)
ListVR = self.svmProcessor.velocity_of_r(ListR, ListT)
ListVP = self.svmProcessor.velocity_of_p(ListP, ListT)
ListAX = self.svmProcessor.acc_of_vx(ListVX, ListT)
ListAY = self.svmProcessor.acc_of_vy(ListVY, ListT)
ListAR = self.svmProcessor.acc_of_vr(ListVR, ListT)
return ListT, ListX, ListY, ListP, ListR, ListVX, ListVY, ListVR, \
ListVP, ListAX, ListAY, ListAR
def generate_features(self, fileName):
ListT, ListX, ListY, ListR, ListP, ListVX, ListVY, ListVR, ListVP, \
ListAX, ListAY, ListAR = self.data_process(fileName)
self.svmFeatureExtractor.generate_features(ListT, ListX, ListY, ListR,
ListP, ListVX, ListVY,
ListVR, ListVP, ListAX,
ListAY, ListAR)
return self.svmFeatureExtractor.features()
def feature_clear(self):
self.svmFeatureExtractor.clear()
def __init__(self):
self.preProcessor = PreProcessor()
self.svmProcessor = SVMProcessor()
self.svmFeatureExtractor = SVMFeatureExtractor()
def __init__(self):
self.preProcessor = PreProcessor()
self.svmProcessor = SVMProcessor()
self.svmFeatureExtractor = SVMFeatureExtractor()