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Logistic Regression

Fei Gao edited this page Jun 24, 2016 · 17 revisions

Logistic Regression

This tool is a distributed implementation of the Logistic Regression with (Asynchronous) Stochastic Gradient Descent and FTRL-Proximal algorithm on top of Multiverso.

Follow the build guild to download and install firstly.

##How to run

For single machine training, run

LogisticRegression config_file_path

To run in a distributed environment, run with MPI

mpirun -m $machine_file LogisticRegression config_file_path