def connectWidgets(self):
svr = SVR()
svr.kernel = 'rbf'
svr.degree = 3
svr.gamma = 'auto'
svr.coef0 = 0.0
svr.tol = 1e-3
svr.C = 1.0
svr.epsilon = 0.1
svr.shrinking = True
svr.cache_size = 200
svr.verbose = False
svr.max_iter = -1
self.cDoubleSpinBox.setValue(svr.C)
self.epsilonDoubleSpinBox.setValue(svr.epsilon)
self.defaultComboItem(self.kernelComboBox, svr.kernel)
self.degreeSpinBox.setValue(svr.degree)
self.defaultComboItem(self.gammaComboBox, svr.gamma)
self.coeff0DoubleSpinBox.setValue(svr.coef0)
self.shrinkingCheckBox.setChecked(svr.shrinking)
self.toleranceDoubleSpinBox.setValue(svr.tol)
self.cacheSizeSpinBox.setValue(svr.cache_size)
self.verboseCheckBox.setChecked(svr.verbose)
self.maxIterationsSpinBox.setValue(svr.max_iter)
def connectWidgets(self):
svr = SVR()
svr.kernel = 'rbf'
svr.degree = 3
svr.gamma = 'auto'
svr.coef0 = 0.0
svr.tol = 1e-3
svr.C = 1.0
svr.epsilon = 0.1
svr.shrinking = True
svr.cache_size = 200
svr.verbose = False
svr.max_iter = -1
self.cLineEdit.setText(str(svr.C))
self.epsilonLineEdit.setText(str(svr.epsilon))
self.kernel_list.setCurrentItem(self.kernel_list.findItems('Radial Basis Function', QtCore.Qt.MatchExactly)[0])
self.degreeLineEdit.setText(str(svr.degree))
self.coeff0LineEdit.setText(str(svr.coef0))
self.shrinking_list.setCurrentItem(self.shrinking_list.findItems(str(svr.shrinking), QtCore.Qt.MatchExactly)[0])
self.toleranceLineEdit.setText(str(svr.tol))
self.maxIterationsLineEdit.setText(str(svr.max_iter))