fixed outdated params setting
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@ -86,20 +86,15 @@ class KNearest(StatModel):
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class SVM(StatModel):
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def __init__(self, C = 1, gamma = 0.5):
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self.params = dict( kernel_type = cv2.ml.SVM_RBF,
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svm_type = cv2.ml.SVM_C_SVC,
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C = C,
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gamma = gamma )
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self.model = cv2.ml.SVM_create()
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self.model.setGamma(gamma)
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self.model.setC(C)
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self.model.setKernel(cv2.ml.SVM_RBF)
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self.model.setType(cv2.ml.SVM_C_SVC)
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def train(self, samples, responses):
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self.model = cv2.ml.SVM_create()
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""" original code """
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#self.model.train(samples, responses, params = self.params)
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""" but it's either this """
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self.model.train(samples, cv2.ml.ROW_SAMPLE, responses)
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""" or this """
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#self.model.train(samples, params = self.params)
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def predict(self, samples):
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return self.model.predict(samples)[1][0].ravel()
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