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blengerich / GenAMap

Visual Machine Learning of Genome-Phenome Associations
http://genamap.org
MIT License
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Logistic regression #174

Closed HaohanWang closed 7 years ago

HaohanWang commented 7 years ago

Add logistic regression. it automatically detects whether it should run logistic regression

this auto-detect step needs to screen all the values in y, makes it not able to pass the "large" test case, so I reduce the test size.

not sure if there are published works on logistic tree/group/multiple-population lasso, but I added them anyway.......

HaohanWang commented 7 years ago

the model detects whether the response is just 0 or 1, if so, it runs logistic regression. it runs linear regression otherwise.