def svmLinearLearner(data, protectedIndex, protectedValue): h = svm.svmSKL(data, kernel='linear', verbose=True) return randomOneSideRelabelData(h, data, protectedIndex, protectedValue)
def svmLinearLearner(data, protectedIndex, protectedValue): return svmSKL(data, kernel='linear', verbose=True)
def svmLearner(data, protectedIndex, protectedValue): return svmSKL(data, verbose=True)
def svmLinearLearner(data, protectedIndex, protectedValue): return svmSKL(data, kernel="linear", verbose=True)