def predict(self, x): _linear_predictor_typecheck(x, self._coeff) margin = _dot(x, self._coeff) + self._intercept if margin > 0: prob = 1 / (1 + exp(-margin)) else: prob = 1 - 1 / (1 + exp(margin)) return 1 if prob > 0.5 else 0
def predict(self, x): _linear_predictor_typecheck(x, self._coeff) margin = dot(x, self._coeff) + self._intercept return 1 if margin >= 0 else 0
def predict(self, x): """Predict the value of the dependent variable given a vector x""" """containing values for the independent variables.""" _linear_predictor_typecheck(x, self._coeff) return dot(self._coeff, x) + self._intercept
def predict(self, x): _linear_predictor_typecheck(x, self._coeff) margin = _dot(x, self._coeff) + self._intercept return ('1', abs(margin)) if margin >= 0 else ('0', abs(margin))
def predict(self, x): """Predict the value of the dependent variable given a vector x""" """containing values for the independent variables.""" _linear_predictor_typecheck(x, self._coeff) return _dot(x, self._coeff) + self._intercept