def get_validation_cost(self, lambdas):
# if any are not positive, then just return max value
for l in lambdas:
if l <= 0:
return self.MAX_COST
model_params = self.problem_wrapper.solve(lambdas, quick_run=True)
validation_cost = testerror_matrix_completion(self.data,
self.data.validate_idx,
model_params)
self.log("validation_cost %f" % validation_cost)
return validation_cost
def get_validation_cost(self, model_params):
return testerror_matrix_completion(self.data, self.data.validate_idx,
model_params)
def get_validation_cost(self, model_params):
return testerror_matrix_completion(self.data, self.data.validate_idx, model_params)