From 729885ec6b4be61144d04821f1a6e8d2134eea00 Mon Sep 17 00:00:00 2001 From: Gaurav Nanda Date: Sat, 18 Apr 2015 17:20:46 -0700 Subject: [PATCH] Fixed doc Just fixed a doc. Author: Gaurav Nanda Closes #5576 from gaurav324/master and squashes the following commits: 8a7323f [Gaurav Nanda] Fixed doc --- docs/mllib-linear-methods.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/mllib-linear-methods.md b/docs/mllib-linear-methods.md index 9270741d439d9..2b2be4d9d0273 100644 --- a/docs/mllib-linear-methods.md +++ b/docs/mllib-linear-methods.md @@ -377,7 +377,7 @@ references. Here is an [detailed mathematical derivation](http://www.slideshare.net/dbtsai/2014-0620-mlor-36132297). -For multiclass classification problems, the algorithm will outputs a multinomial logistic regression +For multiclass classification problems, the algorithm will output a multinomial logistic regression model, which contains $K - 1$ binary logistic regression models regressed against the first class. Given a new data points, $K - 1$ models will be run, and the class with largest probability will be chosen as the predicted class.