Dong Guo

91 Followers

9 SlideShares 91 Followers 34 Followings

9 SlideShares 91 Followers 34 Followings

machine learning logistic regression model trade off machine learning application generalized linear model l1 regularization l2 regularization multinominal logistic regression feature selection filter wrapper boosting tree tree boosting gradient boosting tree hypothesis space loss function bayesian inference graph model message passing factor graph expectation propagation parameter server deep learning supervised learning spark reinforcement learning convex optimization

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Machine learning Introduction

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Logistic Regression

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Expectation propagation

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Logistic Regression

Dong Guo • 13 years ago

machine learning logistic regression model trade off machine learning application generalized linear model l1 regularization l2 regularization multinominal logistic regression feature selection filter wrapper boosting tree tree boosting gradient boosting tree hypothesis space loss function bayesian inference graph model message passing factor graph expectation propagation parameter server deep learning supervised learning spark reinforcement learning convex optimization

See more