Next, the demo trains a logistic regression model using raw Python, rather than by using a machine learning ... The version that I prefer is based on stochastic gradient descent (SGD) and looks like: ...

Dr. James McCaffrey of Microsoft Research demonstrates applying the L-BFGS optimization algorithm to the ML logistic regression technique for binary classification -- predicting one of two possible ...

"Therefore, we designed and developed simpleNomo, an open-source Python toolbox that enables the construction of nomograms for logistic regression models." Uniquely, simpleNomo allows the creation ...